issuer_name,recipient_name,course_name,issue_date,expiry_date,credential_hash,issuer_reputation_score,certificate_age_days,metadata_completeness_score,ocr_confidence_score,template_match_score,domain_verification_status,previous_verification_count,time_since_last_verification_days,label
Stanford University,Yuki Ali,Cybersecurity Analyst,2024-11-19,2028-02-20,d56cea0d3c73540ce06e28a0c3c4c6f020118b43496ef613fde2a2b4998523f6,0.8557663236970374,407,0.9232401138025095,0.9110520342048694,0.8808880625755241,1,3,21.023756980800318,0
University of Oxford,Patricia Tanaka,Network Engineering,2020-04-04,2024-09-25,57e9fae819323cef906ac1136a567f1ca834bbf628d7a94d1fa43aac366231b7,0.8110927777560226,2097,0.9094203629495353,0.8086283519086198,0.8331104518399985,1,7,1.030448322403524,0
Adobe,John Harris,Network Engineering,2020-10-21,2022-01-29,05159111b9aa24c4890703f9b0372f157642add02f505e20cc8da7c7d154d685,0.6441572843653611,1897,0.5684656682371139,0.88221571918703,0.9190760531947457,1,5,84.4103186514541,0
University of Oxford,John Chen,Big Data Analytics,2024-03-02,2025-12-08,54d16dc237db08f14b39461b699d16de80007e74ac29658ff5ec0428d854b8ca,0.6740319825348012,669,0.9238457209185259,,0.9165417253159418,0,5,1.5577548688425173,0
Cisco,Thomas Mueller,Project Management Professional,2020-02-07,2022-07-30,4e9ccaa7999be9f4b7c616b21b424c4a5daeaac35ac9df8e43e5aa77710e0915,0.5209520027733624,2154,0.7903275837444292,0.8187046920482441,0.9534675561467948,1,4,50.430638677673066,0
TU Munich,David Brown,Project Management Professional,2023-07-21,2025-01-28,f230bda939b4864261d97c1e293be841d588e4457357e1b78415d85423ee8c51,0.7817525886856143,894,0.8908771615379385,0.9725039196872625,,1,6,1.9890104451486668,0
NUS Singapore,Pierre Rossi,AI & Deep Learning,2021-04-04,2024-10-27,805b846106609ad1c7350fa6e3b5bece6f4572a6c926197bac61821c9da4c18c,0.9539783871514257,1732,0.7456223451961301,0.8916452069001477,0.927344767818313,1,4,10.218526042905987,0
Adobe,Mohammed Brown,Database Administration,2020-09-17,2023-02-27,455d44ca590b8ebe7fcd42603bf45ff8e1c36296eb496b76b992729ea281ec12,0.8720086502016092,1931,0.9472739944555578,0.8539452847620272,0.6745671567373485,1,4,61.10814962915764,0
CompTIA,Barbara Chen,AI & Deep Learning,2023-10-02,2028-08-28,409b6704f5f49ecd57743fd64722e9901eee943d99212fff864818c060f80b91,0.8034994602459727,821,0.9596242857887148,0.8657567274925687,0.9600389911345304,1,5,17.34489494390495,0
ETH Zurich,Wei Jackson,AI & Deep Learning,2024-08-16,2027-11-03,a5a3ed94d20e5c26356d2fe4a9dbe594bb69abbd0572a51200d74ecff92ceb2b,0.9060153033240549,502,0.9375379545333841,1.0,0.8001227680436303,1,4,68.95202234439745,0
Google,Pierre Garcia,UI/UX Design,2020-09-12,2024-11-28,ae73b123168b3ba61040446bd7d20d6d25d3a8b4782b7f0058fb26b58ba2186f,0.8367440191614055,1936,0.8896780615989702,0.9152338275954841,0.7733134421595217,1,5,3.2414810775289067,0
Coursera,Richard Harris,Big Data Analytics,2020-11-08,2025-10-04,cca91ac52743ad2ac1b04cc41d1a6a31a6248780ef99b9de07c7858e7a24cc52,0.6093510914582992,1879,0.7592709051509042,0.9043210061554042,0.9692131480440871,1,10,6.292302097438684,0
CompTIA,Elizabeth Thomas,Computer Vision,2021-09-08,2025-04-07,e698936b1af59892978b157b887493dbe98c8f790fcd8ddea9c46d95ab99d45a,0.8029580101027224,1575,0.5458548124625962,0.9894151057016702,0.7251950659558412,1,3,43.174000353853614,0
NUS Singapore,Richard Martinez,Blockchain Development,2021-06-10,2022-12-19,2c7e5a4a4f9e0ebd1b37da5d358ceee4d066e2616bad086ab1c12ad3ab39ce5f,0.8596686744595577,1665,0.756985571805718,0.9894534370661109,0.912176106207393,1,4,11.095831368772417,0
NUS Singapore,William Martin,Mobile App Development,2021-01-13,2024-01-24,6e5c52aef62c9f1aec60ca719da8adc007117f8c573034be541448985777173f,0.510079410052596,1813,0.9475582070302515,0.9158729898452425,0.8921554481765593,1,8,17.048705565538768,0
University of Toronto,Linda Jones,Agile Methodology,2025-05-13,2026-10-16,bd0ef297c5aeecf10f3f40dc06c45b6049774b1cd30212ecda246cf7f339b0ce,0.8881970500439653,232,0.7620674275549529,0.8916256489183242,,1,6,66.75088726997156,0
AWS,Elizabeth Johnson,Database Administration,2021-02-16,2025-03-28,9187e32346bc73b81d872e3b396b3930f09373b937399280f36b0eba3f7e3131,0.9731446291167332,1779,0.6421507400887682,0.9461845414015111,0.9907523729226647,1,5,28.46303596484609,0
Stanford University,Fatima Santos,Business Analytics,2023-11-24,2026-12-28,d26f35cc851b87c4e23c45607fc818adb010053ab5e848377720f4af22179cac,0.8934436881562046,768,0.7424140032987825,0.9044058890157102,0.7843752551827213,1,8,5.358757504586181,0
edX,Yuki Martin,Computer Vision,2022-07-13,2023-12-19,7c329c79ed0b454e1a37d8b400b7d33ea0e907d6176ddcac88ff96cfebda7a18,0.9394451793896196,1267,0.8391966866364376,0.8558606984199143,0.9535852964399781,1,6,138.8114564082753,0
CompTIA,Pierre Tanaka,Digital Marketing,2022-10-31,2024-06-21,6c0d1245a684b46a0ca88eb5945356b76114712702ce5b77fe0f0f71f46cb087,0.8714128268321054,1157,0.854814168640734,0.9087731405668831,0.7857526732581078,1,1,0.9849195474159956,0
MIT,Ana Brown,Software Testing,2023-11-20,2026-10-22,1b7cada15a2c01afe57c4c98a001bc2844dfc384af991d59574976bfa38455cf,0.9121439004882018,772,0.7834013017255858,0.8771602194175269,0.8008765698094658,1,7,31.328244629624336,0
Johns Hopkins University,William Rodriguez,Data Science Professional,2021-08-07,2025-08-19,36f1739626bc9b77904cd981282c08cf1db8d980ea18a6b65250cf177c6317a8,0.9098220861661158,1607,0.9974940818091601,0.9361767027872315,0.8278485286454937,1,7,1.1285222222968205,0
Harvard University,Arun Santos,Cybersecurity Analyst,2022-08-16,2026-02-02,e9a04920a6169e666c399be2ec31a03bf547d6c11e7c1a3e1234512e4cda674d,0.8322607444671011,1233,0.9249675427810274,0.9956731846774345,0.9826405382143669,1,6,23.67345609584564,0
MIT,Fatima Rossi,Digital Marketing,2023-08-15,2025-11-04,d31fd2bc08c4e763b4d55ed9a0cfc6a46c27b3086c742db12788c3946564db8e,0.843535907211621,869,0.6658506396146651,0.9011902339095179,0.6791192002376795,1,7,2.309204311196894,0
NUS Singapore,Pierre Kim,Network Engineering,2022-11-24,2025-10-25,964ab7e670bbc64bddf250b40cbf4b4c9c1eb16ef2dcc7e0ba7011664f4708fc,0.7909634565836048,1133,0.5335555033872048,0.8461526345177326,0.6774735844309729,1,7,53.43184841718823,0
Yale University,Joseph Williams,Digital Marketing,2022-02-27,2027-02-22,079ffe6907c17165d92f43960b021ca6862d348fe2a76a6c21905631b5f4c2fd,0.8655021569309008,1403,0.9435093787867355,0.8621963228036839,0.9302288062764774,1,3,12.842383829957814,0
ETH Zurich,Sarah Garcia,Quantum Computing Basics,2023-07-21,2025-01-02,dcde97142206bfaad48833c4cd08f546ab74d232ca349bfb968b89096f3ee835,0.9803675060653014,894,0.6797961237498891,0.9437589855861475,0.9680959615689516,1,5,64.7633436962014,0
Columbia University,Ana Garcia,Agile Methodology,2021-10-02,2025-03-29,222af82a66c88f2a7563650f15c95435444086d945e4ad8f6448a4fc40bfacb1,0.6505453004803324,1551,0.750314769423041,0.8727136247699463,0.7362306999884076,1,5,38.05318875246041,0
CompTIA,Linda Johnson,Project Management Professional,2024-06-03,2025-10-21,e83232662671ae7f89ead268c2c327af752958cd83e3e41bd35b8c806730cdb1,0.9259352556352395,576,0.8280021822976344,0.9777584574798242,0.9516864085045259,1,3,25.710746605252176,0
NUS Singapore,Priya Chen,Project Management Professional,2020-11-08,2024-09-07,66b7fc474b35b85ed14cae76c6b123046cc45d0c042294b2cf2a74cb1cebb23d,0.8684833147400962,1879,0.8391093320079095,0.8707524950379855,0.6793672157103225,1,8,16.455545133944703,0
Cisco,Fatima Dubois,Quantum Computing Basics,2021-08-21,2025-03-11,0e329aece47fdc7785c6e1083498643fbe0b7e042b6b066bbab565bb4b39a71c,0.9546493094238998,1593,0.7421221008576039,0.907840952596145,0.9221627721251978,1,9,35.869035599095355,0
AWS,Joseph Thompson,AI & Deep Learning,2022-07-04,2027-03-08,69f13a85c6797bc93fd6674a5dbca7e6560eb6bdb68a58e28eb01953a3567491,0.8631087160636307,1276,0.9321952331926334,0.8522277340695994,0.6709352055247761,1,12,117.17088494294579,0
ETH Zurich,Patricia Thompson,Business Analytics,2023-03-17,2024-08-12,d26fdb2add990d053b7304cf673b8371ff3a6a22d1a48639ff560b76bb9fa538,0.8499928549791622,1020,0.9313747239360393,0.8978567406262876,0.904076584264739,1,4,19.05614613667821,0
Salesforce,Mary Smith,Software Testing,2024-09-06,2027-09-29,bbf102ce0f89b1bce1b22f7366f9ea0a0c2843c55265c0c45c737c334723be83,0.8101905754946357,481,0.935847869734169,0.943063677498203,0.8553091452626386,1,5,80.95086653691595,0
Salesforce,Elizabeth Williams,Blockchain Development,2021-05-06,2025-01-10,c68921b91d69f37b715786eafa316421893225ea39af92189a0b6dcfcd5df48b,0.8306461236228431,1700,0.8720853428969626,0.9383164324730473,0.9204236941493387,0,6,0.4114742641987478,0
Oracle,Robert Smith,Data Engineering,2025-08-09,2029-02-03,061af3870d18f48663acdbb55167a4c0ebe83a30b2ea33285fb7839a23faa9af,0.8412434372530017,144,0.474070512566412,0.958682768638819,0.9892855343024066,1,8,10.118278481468238,0
Salesforce,Jessica Brown,Robotics Engineering,2024-02-24,2028-10-24,ed4d8115aa11d95b2d52a81d66b9e4ff3ee0ca3504cca3d805cd4d641e959aaa,0.8383689411665199,676,0.9061548066613502,0.9364202079820211,0.917349089187506,1,3,14.642379848003358,0
University of Toronto,John Tanaka,Computer Vision,2023-05-31,2025-07-03,1d1cd5ae3014fb9a9f54d9848c78e9f158411eae02c2b394febb77759bd1c805,0.7843002909026976,945,0.9140140706534619,0.9795397354129372,0.8736320889908294,1,6,5.419042734214843,0
Johns Hopkins University,Arun Santos,Quantum Computing Basics,2024-08-29,2029-08-26,4a986d309bd6ca6b939de9c6e33edee0d47a527783a92ff41c4946eae404a973,0.135,489,0.2898,0.7207,0.251,0,0,15.67,1
Udemy,Jennifer Thomas,Software Testing,2025-09-26,2028-01-28,b76f4fff3f2a3a96e35b74ec188db453b8c19fc75791b999d6a85c48ea64f930,0.9210341937564132,96,0.9602936626750629,0.9374290500195216,0.9712448135464894,1,7,7.7593755463130405,0
NUS Singapore,Christopher Mueller,IoT Development,2025-07-18,2027-11-14,99df079781adf1300e82e7145763acde9f5411ec5331277d65a3390add66131c,0.8757941096867645,166,0.8592589193566931,0.928095096324146,0.814161243814756,1,8,61.70707974432928,0
TU Munich,Jessica Thomas,Natural Language Processing,2024-11-29,2028-05-21,4d473b6023ac32fcf04d1e26d2e388089a7e1f42e9d5a5dabac1c92785b74818,0.8437037991519524,397,0.8835787978317646,0.8934420134794236,0.8624506506600206,1,6,120.61455829012162,0
Cambridge University,Thomas White,Blockchain Development,2024-01-08,2026-07-06,cde54b6fc076a19b706dcb88a6eec4eb2a5da17b7c71f13f81181a3761da7199,0.8669631035741567,723,0.7790419789630214,0.9242570444246329,0.8084980174315582,1,9,29.686764988562707,0
Coursera,Barbara Thomas,AI & Deep Learning,2022-08-18,2027-04-13,9bdf8df7bbdff68ff4071e7d6195ff3b83ac2da9fc58ab4c1bdd40c0a98c3db7,0.6764881493055391,1231,0.8654547078368647,0.9296012442158283,0.9383095451279369,1,7,112.4530654287123,0
NUS Singapore,Robert Brown,Cybersecurity Analyst,2021-02-28,2025-09-06,acec272989051c2cc66c1192277d5b9c2a6f4ebb8238b393fa36e8b7c4bebf78,0.9237012417791787,1767,0.8994841966708197,0.9895804346227969,0.9580418817425205,1,5,4.315167363159464,0
QuickCert Ltd,Joseph Rossi,Big Data Analytics,2021-05-06,2023-11-16,91bdb07603201e8c88171829c75d47f15df376725b12baced57be2d302d0f138,0.2457,1700,0.0638,0.709,0.0442,0,0,11.66,1
Udemy,Robert Hassan,Data Engineering,2021-09-21,2026-01-01,9c116b90e5aed72f0b8c5308c0fa11403830171495a30bda7c28b22e5a135c60,0.9948498916399563,1562,0.954234569101842,0.9254704235916485,0.8330722849850469,1,4,1.0586420562608898,0
IIT Delhi,Mary Martin,UI/UX Design,2025-10-16,2028-04-26,4b4b185c5fbb828c426c18d09e7002abbb8cbf12ac9fc03a7a16999a7e4a52d3,0.9369499706207925,76,0.9985754338406704,0.8574395854814877,0.8277094089217154,1,3,4.940958319660966,0
IIT Delhi,Michael Williams,Blockchain Development,2025-10-26,2029-09-21,3fcafc83b9fe9c14c5d7909b7ee88ff1b0a0fa4583aec9123235e4d4f1a9bcf6,0.7812161835637902,66,0.728136955602427,0.89469770464076,0.8455379724195468,1,3,11.112003650557792,0
PMI,Karen Wang,Project Management Professional,2025-02-01,2028-02-06,632891876d72beb76dab7a14ac943d1c4939cd6afbc099ef438a0d3b3a29ce52,0.8923372910754273,333,0.9000358096482793,0.9121033134267015,0.8737411261875232,1,9,12.462243376166548,0
University of Toronto,Patricia Jackson,Blockchain Development,2024-02-19,2025-08-11,eba0fb269307d270d28cb699f0faf7481d5d2633de67b275fdf706d5947fa684,0.7898164903181994,681,0.9208745980099612,0.9636496197928679,0.8992254211754342,1,8,14.337819593608966,0
Microsoft,Arun Mueller,IoT Development,2023-03-07,2024-10-21,e6668f1bb97da39291b78932009f03cf8416c4714c37a15aee25b15fb65a7356,0.9317821589663731,1030,0.9590248814133281,0.9490838442607687,0.6366223998228875,1,6,68.8248758718875,0
IBM,William Martin,Business Analytics,2021-05-13,2023-08-16,855c1492d8d2e9dbd8eb1dcfaf48ba8293cf69ab828b88759ffe506612739355,0.7730308896987984,1693,0.9543848779503019,0.9322792299342618,0.953573355261462,1,4,3.9281931742643876,0
CertForge Academy,Mohammed Jones,Data Science Professional,2020-09-19,2022-04-25,e2883c43,0.075,1929,0.0738,0.7252,0.1835,0,0,91.8,1
Columbia University,Yuki Dubois,Project Management Professional,2025-02-09,2028-11-05,cc703504a17dcf9dd02eba189e0b102f8ee6fac1d1a11f2d9341b17bd1339c45,0.7676069747991842,325,0.9814847270647933,0.8840275288284448,0.8175630267433027,1,3,46.58245562791712,0
ETH Zurich,Pierre Davis,DevOps Engineering,2021-11-28,2025-10-05,973bf65137a1c1285c9fb6186e97331bf299d5e9c0e780b1441b563e2897c41d,0.6235574952581898,1494,0.9419044956855444,0.87647418122897,0.8656313956328715,1,10,0.44027521396323105,0
IBM,Wei White,Full Stack Development,2020-07-18,2022-07-17,1d6e10d141b924055d1bddecd8ae9ffcae00559c5392869a9f3127427e3751c9,0.9430993749612899,1992,0.655956132592553,0.9177876650580816,0.8570798938461526,1,6,23.875864021254174,0
ETH Zurich,William Mueller,Cloud Architecture,2022-07-01,2025-09-24,2e58497d5ba92532769dc4267219d21183f253ced255c6135519050cdce090b7,0.8261924333413083,1279,0.8525976403918148,0.9190716666350816,0.9929887216223847,1,3,90.96073757077367,0
Cisco,Yuki Thomas,Mobile App Development,2026-11-27,2031-10-24,b270b094314cccc26403311e999498360ec7d7bf616dcc79c693ea76603a452f,0.1309,-331,0.3039,0.848,0.3825,1,0,12.28,1
edX,Wei Miller,UI/UX Design,2026-10-17,2030-07-10,3881d3fd04135bb89dec4d946f182425916ce053d42c0432960664c174a716df,0.3175,-290,0.369,0.7254,0.4691,1,1,58.5,1
MIT,Robert Hassan,Agile Methodology,2024-08-25,2028-07-20,1b5fdb4b9d1b7f916fe1ebf5acb99376ff2df0a95dde2e73cca307846ad4bc64,0.8192440157904732,493,0.7560887596503322,0.9092308001633874,0.7104316857682089,1,10,9.69868728847922,0
AWS,Priya Johnson,Mobile App Development,2024-07-22,2027-02-26,8f44b701e2966bedb569c3ac642804fa0c2f170f0c7758c26b74a3c72cf72c0f,0.9338751049109016,527,0.9616667623958292,0.9042169375499259,,1,6,23.93421249490462,0
Columbia University,Elizabeth Johnson,Agile Methodology,2024-05-04,2028-06-01,8acb9990a0f9611fbd8c608fa2172f31eb247e9228e8da8d904053eee64f1707,0.8465450169615488,606,,0.878074607385628,0.6760516231607354,1,3,8.948503322314034,0
University of Toronto,Sarah Jones,Full Stack Development,2025-09-20,2027-10-22,d8399add512a9b9ee320209c923b85f36c9041d0734ef15d1a550cdb4c179b7e,0.9734431163452478,102,0.8424488556151702,0.8987171292636912,0.9478320276895228,1,5,19.148024508950012,0
IIT Delhi,James Miller,Robotics Engineering,2023-01-06,2026-09-16,6b2509d759e0bf187ab6b8db1a4ceb7c18c4c3faf3683f9f0d000fedfb924aef,0.8098201570305134,1090,0.8480930039761636,0.8632373910514684,0.86874144051165,1,6,43.69115597663671,0
University of Toronto,Susan Mueller,Mobile App Development,2022-12-02,2027-01-16,b3bb72e6873fb020e29d022b02df415aa1f6c9b0c81dd7d3bedf63fe448c8722,0.8233816304128184,1125,0.9287882480067277,0.8735544131793246,0.6567413862794022,1,5,33.83211599050036,0
edX,Wei Dubois,Cloud Architecture,2021-09-28,2025-12-10,464868cdeb75b783204dbb5766cf8190bd337763adb5e0c37b84acb908686f2f,0.8255902609002558,1555,0.9901642630469765,1.0,0.6605082895795257,1,8,1.8254909602715141,0
University of Toronto,Sarah Davis,Digital Marketing,2022-03-16,2026-01-15,07efcdf8719ea9ba1834d0bed7f4c8693573f4eb96834e0f9422cf9c61116dc9,0.7893651341788929,1386,0.7155068403488684,0.9332459927018074,0.9372948125048753,1,3,17.88125510715323,0
ETH Zurich,Sarah White,Quantum Computing Basics,2020-03-30,2022-06-02,4566494b54b5df55b1f6f9d3eb1be2d089e36a5a298d4219e07c79c862a06ae7,0.6223604239307922,2102,0.9449915811232675,0.9171704191962254,0.7960674860627873,1,7,0.9647625784555044,0
CompTIA,Fatima Brown,Data Science Professional,2025-07-14,2028-06-23,584def3d25b0f72fe62b5f30fbfa3f7cfca4f6f2185e3e436e330c807e14e2c4,0.8034084625140729,170,0.8264320761915396,,0.815711798889756,1,12,47.142646820774154,0
University of Toronto,James Martinez,Data Science Professional,2024-03-28,2027-06-22,f4dea66e81a7e926d07f66b2be88ca0b82a16f7a9f1f324cd7307128b193e297,0.9040721082707964,643,0.9278337866638642,0.8855611446320505,0.9644502307809845,1,6,36.473613284492174,0
NUS Singapore,Wei Kumar,Cybersecurity Analyst,2021-05-25,2022-06-04,32fc7d23f2993027b5731d410c7ffc35627ee67ce2cf4bac514d671211201ccf,0.6431291634801901,1681,0.7886036966894866,0.8998481999820314,0.922521018825544,1,9,61.82206965751304,0
Coursera,Christopher Rossi,Full Stack Development,2025-03-29,2027-09-12,586f07972ce973f26f6322a9b3b83747c2963ddd84709452c2bfde6c5101a818,0.7313965962064239,277,0.810941900821843,0.9866394657275027,0.6139321250309534,1,6,49.27603942933701,0
University of Oxford,Sophie Rodriguez,Blockchain Development,2020-02-22,2023-02-10,b0ad323efc446f6b0f53e73b7ff75b0f5ab0a6b233374b36ae48d5e79362edbc,0.7169922579422484,2139,0.9473919570526236,0.899041287919232,0.9224315550477881,1,6,6.172357458178123,0
Yale University,Karen Johnson,DevOps Engineering,2022-07-30,2024-11-04,6dae95913f7032a0bf602cbad23e8674524e31c051a73a8be8024fed0683ab0f,0.5341619232103278,1250,0.8372350697205754,0.9779609719902282,0.9257524899102525,1,7,76.60436748897095,0
IIT Delhi,Jennifer Martinez,Full Stack Development,2025-09-06,2028-03-11,0cb1b4c605579a670257d61e0c2b28aecddbf3fc58a02695ce443c808ed1723b,0.9391672778050508,116,0.6832122273439848,0.9856216972329481,0.7266433066229143,1,9,10.085588470400566,0
IIT Delhi,Fatima Brown,Mobile App Development,2020-11-03,2022-03-11,5939a91d51ae16ccc8d4033ae69dda994e44dd624a46ab0efbfa34608bd6565f,0.7688063855239091,1884,0.9337736630541836,0.9488650791212874,0.8489468460394933,1,6,5.4381960850639635,0
Columbia University,Michael Jackson,Big Data Analytics,2020-03-25,2024-05-29,d528ee75ae9b0da0deb61cc6db302c0fa520ef531e05480056b74f0fa7466245,0.661433620379138,2107,0.9171564137195944,0.9106075952913171,0.8814502879213074,1,3,47.34873146216469,0
Columbia University,Elizabeth Dubois,Cloud Architecture,2022-05-03,2025-01-05,a25862fce37c7bab00df3450b1f770fe58c2839221c84745c203b4bc384fcc78,0.775748903581945,1338,0.9040836072705564,0.9052190605456785,0.8328011748729546,1,7,17.81959360209628,0
University of Toronto,John Rossi,Network Engineering,2025-06-14,2026-08-03,ff55f8d9ca138ce924d569fc304c27784e28aa369648075f183b4c338ca32df1,0.9261609218744038,200,0.9511028973893856,0.9344270851756858,0.94721082328908,0,5,105.64402162551322,0
DiplomaMill Online,Elizabeth Smith,UI/UX Design,2024-06-21,2027-08-09,d15cd6a1ef913ff4f8305eeaa4870f7b6c1b78c7e349e1c3439464804217b1f5,0.3672,558,0.3796,0.4171,0.0485,1,0,143.4,1
Columbia University,Elizabeth Rossi,UI/UX Design,2021-11-17,2025-10-25,0d12542b95e91c5ed795e1d5a26137c0fab79e171e3523c7336dbb6472dcd738,0.7823627359473424,1505,0.9180558979739236,0.9576743948764807,0.7928940777083102,1,9,41.97327761723977,0
CompTIA,Sophie Rossi,Cybersecurity Analyst,2020-04-26,2024-01-21,8bc331cf96ff3decc6e5b6808c81f81cce687eda54298a7b453ab1c8ccbdb6d4,0.7404684934523891,2075,0.9555021925786278,0.917113828761532,0.9778721397384841,1,6,17.415341621550468,0
IBM,Sarah Rodriguez,Project Management Professional,2021-07-19,2024-12-29,eef501fdd2621fd5a80778e9971f1a703fc6378e32a8e85ec820ab249018b0ed,0.8909210030094332,1626,0.9094452741515441,0.8783032281617625,0.8592445467701605,1,5,21.05763591760378,0
MIT,Ana Martin,Data Engineering,2023-05-31,2027-01-10,070b6bef3f73fe6b85ac5573eddeca382187f4cd44bc45815b593fb7d7e47637,0.9298612210608208,945,0.8599957605678874,0.9358541758052048,0.813672549937134,1,4,8.286172604606419,0
AWS,Michael Dubois,Network Engineering,2021-07-19,2025-08-13,ba9380982d46bf968adc13543ef283e1c83485933d7ae8b058d44c6bf727378c,0.8654236417143176,1626,0.91976341273338,0.9056904062162004,0.9219840290143723,1,6,0.4723652000113828,0
TU Munich,Fatima Harris,Database Administration,2023-04-02,2027-10-30,1f4111c6aa47b3657248274a76ce8c2777ae3732120c1427e5bf47f5a05e17cc,0.7997951033047567,1004,0.8469168811033637,0.8895142535458334,0.9243071504696161,1,5,0.22804037164075724,0
edX,James Rodriguez,Natural Language Processing,2022-05-22,2024-04-26,b79b102006e49c252316746bc9e165f97e5c8f9039f020805acc8236b61e23fc,0.8808902406478772,1319,0.7578807935962032,0.8774164832270782,0.7806597196472983,1,4,42.918002011835846,0
ETH Zurich,Jennifer Smith,Software Testing,2023-04-24,2026-07-26,4b11df8fda9d77bf8ac01d177410d6ef618bb6db4e3c76e1237e89914b705cf9,0.7303076809536357,982,0.7982287695721016,0.9152142685205944,0.7827400987072833,1,4,7.67539496321675,0
Google,Sarah Kim,Project Management Professional,2020-03-02,2024-04-29,f25bfb5f91e12e481dadb63982a77a331285a6bfe6785ba72bf93a868eaa8a0c,0.9763087973807882,2130,0.898043964239295,1.0,0.9696850430632612,1,6,55.56803531568953,0
TU Munich,Barbara Wang,Natural Language Processing,2022-06-06,2024-08-29,32391cd372a4a0560835453301df94b7224b8c36fbfaa9fa054be2dc32e91baf,0.6893220777232038,1304,0.6961452717662615,0.8479148897957269,0.861746663652559,1,9,37.94814155519049,0
IIT Delhi,Carlos Dubois,Software Testing,2022-12-02,2025-03-26,56703ab1af1995674b0da9fd8a5cbefd9f575bd84c5209f3303db1edfff13186,0.886971763235617,1125,0.7388045797964594,0.9421090670698411,0.972276162776467,0,7,22.30069263159923,0
DiplomaMill Online,Sarah Wang,DevOps Engineering,2023-10-26,2026-01-17,aa8601450a44fd46ba65749912b8efbb2bc4a707d1ca2c61e4d1bb58103fad71,0.2351,797,0.6816,0.7674,0.3018,0,2,10.29,1
Columbia University,David Rossi,Full Stack Development,2020-07-22,2024-02-06,6b9ad40841cd77f7099b76331997d65042fa145bd04e341a8a07ae9b64f4e323,0.4387375423287087,1988,0.8726081242151117,0.8925752206520939,0.8044354074186238,1,7,13.04857835205452,0
Cambridge University,Karen Anderson,Database Administration,2025-09-02,2029-08-26,91a6dea8e7bbac5cda9669c4b8bc9f37a10fdf275e120f41daabc73013eba3d9,0.9875419774543449,120,0.9878226494080972,0.8877588588072273,0.8050382696706883,1,7,1.359100687048415,0
NUS Singapore,Jennifer Hassan,Natural Language Processing,2024-06-03,2027-10-18,3c2d4bfd3fd0e8d6e0fe8f3a8b112a41767eba895758b06a69c5b2bdd435c142,0.8416635233339895,576,0.9285191559460905,0.8437029843838654,0.9749449443081064,1,2,57.16102701194526,0
edX,James Johnson,Agile Methodology,2025-05-24,2030-05-07,3cf9edbf062765ea24e524256286e9e8dc2bf21f0f38fd5cbd463075af01de01,0.811693462779087,221,0.9874177991988508,0.9264420809934245,0.8124430792394355,1,6,108.47030124085646,0
CertForge Academy,Richard Johnson,Mobile App Development,2024-06-02,2027-12-14,1a65b42d,0.2429,577,0.2344,0.5952,0.5506,0,0,26.76,1
MIT,Elizabeth Mueller,Network Engineering,2020-10-11,2022-04-27,7a97de54d61859468d1cf0980b314124f24071ee3b28c4fa7cd221fae53436ef,0.9702510833176732,1907,0.9350943770055923,0.8714742044177275,0.8967432119223943,1,7,54.27695216939585,0
Adobe,Barbara Johnson,AI & Deep Learning,2024-09-10,2029-01-05,b25bc823891e5f412f55be79eadcc731020421697137265978f415d20aa22cd7,0.898811919248368,477,0.7598071170241907,0.9193440799711374,0.88133561768675,1,3,1.7971580843095512,0
Johns Hopkins University,Karen Garcia,Data Engineering,2024-11-25,2028-10-12,c753566bd90b296a6b36e6f865080b411e572a3668c99d1694f040ffc6a1c9d0,0.9609063605058296,401,0.9848101003033468,1.0,0.9065928374869697,1,9,31.15235339232145,0
Coursera,Sarah Dubois,Cloud Architecture,2023-08-18,2027-04-21,9cf32df54a69ec6744cbce0730c73af5cbe4ac98735dd642894255bdaa20247d,0.7994162510728458,866,0.9298756732511556,0.9008303534078355,0.8417794622845636,1,7,73.97877803033579,0
ETH Zurich,William Garcia,UI/UX Design,2022-06-01,2025-05-25,5d3e85e277ff176290c2b339d923a1dec681d735aeb265118932a3ecc739de81,0.6609922078482681,1309,0.921362562925835,0.917878798270838,0.9190400039828457,1,7,2.261543698526359,0
PMI,Richard Brown,IoT Development,2023-06-24,2027-05-23,b096b6a706afe40580b2a9430b3521a72ad2a17a8306746279627cf81fe257c7,0.1782,921,0.1497,0.7783,0.0127,0,0,43.71,1
Google,David Kumar,Computer Vision,2022-12-13,2027-02-16,a75c01e12d29e5f15d0d1764051cdb57be1c3c6f6970e9627224db5f78e16c32,0.9274819590440325,1114,0.860324612041166,0.8272536022206678,0.8365199226912712,1,8,36.13398725434523,0
Salesforce,John Brown,Quantum Computing Basics,2022-08-23,2025-07-31,c0f274c5fad0c44f63e672bfa155e994f4ea8376ffd1a5732c5fd0d2cc1f62af,0.9171654201847432,1226,,0.894682349269264,0.8531226612381563,1,11,15.926373427485908,0
InstaDegree Corp,David Mueller,Cloud Architecture,2025-09-12,2028-12-18,50d810b5d1d38dfc360054d0185c2da953bf74f58b586f1ed9ab4c43a079f6ff,0.1124,110,0.2372,0.387,0.3916,0,0,95.27,1
TU Munich,Mary Ali,Agile Methodology,2023-10-06,2025-08-17,e97b1e56c403f86480d87629fb3801eee1c6438b456eeb5a2945a6318f4fcda8,0.6949847110634021,817,0.9357500196455311,0.9540518338267377,0.9654174950104601,1,5,5.6567973762286154,0
IIT Delhi,Mary Thompson,Data Engineering,2022-01-18,2026-10-19,4c1bd4bad62ad64ec86007fb72b3eccfc6e349a09f0108d036df26da7f9c6f85,0.9601861020635714,1443,0.7439748950631893,0.9356762535942992,0.8534094088808089,1,5,9.190262701285105,0
Harvard University,Patricia Johnson,Machine Learning Fundamentals,2021-12-27,2025-10-07,9f07aceddd775ee0e1fdfc80a5b007ec59a2baff1fe025278d894f503fbbaab8,0.9200338990944924,1465,0.7848662836869833,0.8924551037481162,0.9686412818583775,1,5,9.260096861126367,0
Stanford University,Mohammed Hassan,Full Stack Development,2020-02-22,2023-10-28,da6570fa7c196110dc69960f97ef88dde256c4191381e23356e740749935a440,0.8915863816004604,2139,0.923684880509262,0.9718403832292656,0.8171018119141468,1,6,89.53129317231097,0
Oracle,Fatima Miller,UI/UX Design,2024-10-13,2028-04-11,d0513d7c60b937fe5263977a8349b0805baba331b3614ff57747bec8fcdd0b57,0.7646431270397402,444,0.748029209649753,0.9737935730535456,0.6513920456739162,1,4,73.21920256476675,0
IIT Delhi,Richard Wang,Computer Vision,2022-11-10,2027-10-10,07343a87fc723734d16849f066c565d00de03a77fa8f668a92c032c75da1a3d7,0.8710817179354382,1147,0.9792368123545911,0.9178538797589691,0.8688325186963773,1,5,3.3763723578968636,0
Microsoft,Fatima Brown,Full Stack Development,2024-02-05,2025-03-22,71d554c021e699173ec4ea1987fcdebde1dbdc69716ee8fb8eff3f2c50a6181b,0.8689447418794629,695,0.7152058845194049,0.8134446138276726,0.7769889043277656,1,6,27.323164954264097,0
ETH Zurich,Mary Dubois,IoT Development,2023-04-17,2027-01-25,578bb6e0087bba90d65ab52642bcfa250be6b5178a0f6e87a52fba9867456c26,0.728458658203378,989,0.8912520828328423,,0.994173166649017,1,5,48.854386987223165,0
FakeUniversity123,Susan Anderson,Machine Learning Fundamentals,2026-12-26,2028-05-30,3526f319035eff05cee31eaa2f12f5c85a3c6ddbcd98210d15a358f838ca8362,0.2442,-360,0.321,0.5783,0.2104,0,1,37.02,1
IBM,Karen White,AI & Deep Learning,2025-06-24,2026-12-25,cf966923cf871c9c8ac1834a9f28df2004210d0eed9904cf9390d78daa100822,0.9353416606260485,190,0.8638399224033834,0.8857693590300407,0.8632509621436074,1,2,12.262325724819663,0
Adobe,James Anderson,Network Engineering,2022-10-13,2027-07-25,9ceefb5e9fa7dd122efed4be3910dca884d6e6ead71f9dfc0033dc5ec6e891a8,0.9627977817454234,1175,0.9666468296590911,0.9987258771286253,0.9203435133785217,1,4,71.54423528812936,0
ETH Zurich,Wei Smith,Software Testing,2022-12-14,2026-01-23,a956cde68437061a03a6426d241d915409a6316e332cc872359f72d24843ab58,0.23678253428806886,1113,0.9669963202580647,0.993404818566476,0.9560011515697167,1,6,61.372741876307146,0
NUS Singapore,David Tanaka,Robotics Engineering,2025-03-07,2029-08-20,a30fecda53cfe9d2324fc2cf717856bc1fa8b5914beb2d57bfdd5297e8b2e971,0.8528915191145747,299,0.8649952251331985,0.8845087311788895,0.7983364359843639,1,6,35.36758201902473,0
edX,Patricia Garcia,Natural Language Processing,2023-06-16,2025-06-07,cd336ce34370102d1f2c8b9035f68c80fbae378d907edf434d940d672fc79bb3,0.7951844282705741,929,0.9821741563189335,0.9504821207143977,0.9137510399542884,1,5,25.59672028873614,0
CompTIA,Yuki Kim,Cloud Architecture,2021-03-22,2022-11-08,b0c3bea0ea8c10bfac3f708058bf2022ca312227fc2a7d82986022eb68820e4f,0.7858636138340044,1745,0.9144539761332096,0.934697902758247,0.5232270767356277,1,1,6.18468937463404,0
Udemy,Ana Davis,Software Testing,2025-03-07,2029-01-19,705f4f97c6b0509fe27ee435481e43396f8346e497c0418eee20383816c8de44,0.0417,299,0.3083,0.9138,0.1407,0,4,80.22,1
CompTIA,Sophie Martin,Project Management Professional,2023-04-12,2027-04-03,cb06c87a0d4468bc5a4bd0cbb568d4d03baacffe852cb119d4a987497aae1279,0.7122413870242302,994,0.825087930949358,0.883586420559922,0.9273463242422456,1,6,1.480769201696019,0
Salesforce,Carlos Patel,UI/UX Design,2023-04-29,2025-11-10,10900c62e02c492ec0325e8f6a06a5a2f8b564a64da1ac02885045111aa90bbb,0.6714533125363893,977,0.8666670866847129,0.9669981580966897,0.8334888771413077,1,6,76.42126049360303,0
TU Munich,Jennifer Smith,Big Data Analytics,2025-01-29,2027-07-11,02a4df8bf90f3aa9eba910dc3d70bc05e8b0ccf24819b533d4b0beea1140805d,0.1434,336,0.1296,0.585,0.3081,0,0,416.83,1
Salesforce,Mohammed Taylor,Mobile App Development,2022-11-02,2025-05-05,b17d391f5f3c0cf298175c273932b409134b78f03eb432df7f24ec5f3ede5cca,0.6681963069073795,1155,0.7923647736559145,0.9513829502545001,0.9657417532139847,1,3,53.28065587265221,0
University of Oxford,Christopher Dubois,Data Science Professional,2022-06-09,2023-11-05,36e20311fa25abfd2092040f07b828c11c7d5e240c132749cdca23d0da197f75,0.7952108237912133,1301,0.9345318334328045,1.0,0.8042519479454081,1,7,21.649301072866745,0
Yale University,Karen Smith,Computer Vision,2021-12-19,2023-07-21,f9fe671d00628903f6e616667ebb599f8ba3730c932208149aee572e4e41fbaf,0.8053325944930058,1473,0.9181320221319282,1.0,0.6642533979882774,1,7,26.325684434176132,0
Columbia University,Jennifer Brown,Data Engineering,2020-10-14,2024-02-07,9cac83185b22a3eb961005d2113e5a4a87893d846d66c68a6519997d24fccfee,0.8170306429156449,1904,0.8440182839203115,0.8713178803747842,0.9409099578829573,1,10,83.53406779059162,0
Stanford University,Sarah Brown,Machine Learning Fundamentals,2021-06-11,2024-02-06,f6d62e91541b053ee18afcb8513ab6a9f49d16bda349386726731a606d163b2e,0.8941385674892338,1664,0.5974915276206385,,0.757103165704751,1,7,52.694990602803756,0
edX,Arun Chen,DevOps Engineering,2022-09-09,2025-06-02,8837d1bca6febef070f91df99907e9cc0c7a832b04f98efacdf7238cfdebcfd2,0.8092730917823634,1209,0.6916282047242401,0.9837233851728561,0.7478457568631038,1,6,3.8498661291332343,0
Stanford University,Linda Garcia,DevOps Engineering,2022-08-04,2026-09-29,ec80906df654e088c861b4cecc6c76c7870a525b8a090a79357fb4f3d3922e0a,0.403836756440165,1245,0.6964655988295512,0.8697003314690309,0.830970166088115,1,5,8.271988086467585,0
NUS Singapore,Linda Thompson,UI/UX Design,2025-07-10,2028-04-17,572b5709962d47f470e53feaf8f713381174e6aa353d3b38ea12b454c81b279e,0.8471149506262098,174,0.6947261992660914,0.8656376600103471,0.8769041173601314,1,6,3.598764415285589,0
Salesforce,Elizabeth Davis,Data Engineering,2022-12-29,2025-04-10,30ad58a77495a4a403b7bc71159d9ee21765841724786565e2d93b8aa960f2f8,0.936690099504917,1098,0.8742968468454164,0.8485314004612882,0.6897898579232933,1,8,8.209567929211499,0
Salesforce,Wei Martinez,Natural Language Processing,2025-10-09,2027-08-03,19d2e19e6f295f48daf9de3c6e644fb856203985d1c62fd79d525074ea3a43b9,0.7609108691295802,83,0.6569134668500811,0.8912149149548206,0.8473608692450637,1,5,5.283155820814226,0
NUS Singapore,Pierre Jackson,AI & Deep Learning,2024-07-11,2028-02-03,ed9812a872fa938d593c6d9dae8a5d8c4715ff55aeba0e94791c832ee1e92b52,0.80691520748301,538,0.8351601412618715,0.8776626811882382,0.9832113631261912,1,10,24.531102856164686,0
Columbia University,Sophie Jones,Natural Language Processing,2024-07-25,2028-03-12,75b48d62cff5e2c7c60e61c8769ce010e65818b5d122006a215aba1d255c3b73,0.9695289766018454,524,0.6710726213036521,0.9381836323919491,0.8685959060632118,1,8,10.936407779717642,0
MIT,Fatima Thomas,Data Engineering,2025-10-08,2027-12-31,a13c6ba370c763870634fbd195b4e05fc1c13884134d2d51dd31e37b0bf2144b,0.7289684068774526,84,0.6540913604061678,0.8547001480938994,0.870519290485033,1,4,0.05626052419198635,0
Cisco,Linda Jackson,Blockchain Development,2022-03-19,2023-05-26,9421f8923f6701817bfcf1077b3d94d95f0de301c8c50bd11778ec3428a27770,0.7114289547314813,1383,0.6451902062412476,0.9159490940070716,0.7763137909109504,1,7,5.439872034979628,0
Salesforce,John Dubois,Full Stack Development,2023-06-29,2028-01-01,e5cda1af146492b6a674edf51370a9cebb4feb1a4659021795bd72bc3b48d183,0.7155073663417648,916,0.6366275355032621,0.8902276738589443,0.9631791957101333,1,10,43.257794843378996,0
InstaDegree Corp,Wei Martin,Software Testing,2020-10-08,2024-02-02,aaa42d2f0323fdd8f77288271,0.0224,1910,0.2906,0.7794,0.1247,0,1,41.5,1
Coursera,Michael Davis,Quantum Computing Basics,2021-06-28,2023-05-31,52ca8e5a16fd3f77052580e8be2cd06cc6757894c5186af8fd914f75546bdbf9,0.9413690658950089,1647,0.9480976365645764,0.907649245998798,0.743354930933641,1,7,47.22881870340956,0
Johns Hopkins University,Christopher Anderson,Machine Learning Fundamentals,2021-08-05,2024-03-15,a1780cbb86fe92b8b93c62428127ff2abb2c62972657b0b7624b57a886d3c254,0.8421645785817372,1609,0.6498036541809551,0.9304943674594033,0.857687565854401,1,5,13.215139512442338,0
Adobe,Sophie Rossi,Project Management Professional,2022-08-01,2024-07-25,ff0218162f36b3345b39c67d16cf03491553296472e795720bba0ff647495256,0.6757291360383958,1248,0.9662426640983451,0.9640652185347813,0.7190729888510731,1,3,65.39210724324707,0
Stanford University,Thomas Mueller,Quantum Computing Basics,2021-10-18,2023-10-30,055ca33f415da83aa83d6cca20e6c9ae1e59ed0540a60f957c72acbc1c93676f,0.8450311743673504,1535,0.9722158818871985,0.8942365690769162,0.941297912846087,1,8,8.318883670447935,0
University of Toronto,Thomas Ali,Software Testing,2026-04-26,2028-09-28,be2d2af719790b63f8fa960957a359bc4d9ed5ee6c68a79ba58081f5666cd415,0.0504,-116,0.4885,0.598,0.3012,1,1,25.19,1
Columbia University,Barbara Rodriguez,Cybersecurity Analyst,2023-07-02,2025-10-19,3fea5e6362625f66348640819849e4fc2481a159c18f0af1459978438cfe13bd,0.8586748637648961,913,0.6661406921486702,0.9542542686006288,0.883570137628314,1,7,41.530856705170805,0
Johns Hopkins University,Michael Williams,Mobile App Development,2023-09-06,2028-02-12,2a6c7296022143fb957ca3b13a09965c9056993f8104da2f27aeadd67379ab68,0.9193382759648935,847,,0.9486536841420311,0.888370273068204,1,4,6.943431323059288,0
Oracle,Robert Kumar,AI & Deep Learning,2022-07-01,2023-11-30,bf6e08257ce0b6a6882f31b9ae256ad061aa2c898e0fd5d2185733c6afda1c71,0.8801403532121492,1279,0.9568284697926153,1.0,0.8370301893377639,1,12,35.53869740677764,0
QuickCert Ltd,Michael Ali,Blockchain Development,2022-08-18,2023-02-07,0b2e57dffda0eb673d8590f670cca3d16ca1238901e1c0e83d5908776f5be1e0,0.2462,1231,0.2458,0.6667,0.251,1,1,74.5,1
CompTIA,William Williams,Cybersecurity Analyst,2021-12-21,2026-05-15,bded36e0a6761f360c16abb8eef49c623ded2c7fe7f1e4e18b61f4ca59887c8d,0.8525561190710615,1471,0.575116732559474,0.8407114471861068,0.9073165384907822,1,9,8.078330143068317,0
Harvard University,Karen Garcia,Natural Language Processing,2024-06-16,2026-07-07,2cfdaf6238188624891a648c8fc1612fe432f029c4192e9129bb96aaab629c42,0.7308043444648539,563,0.9866215543540887,0.92799281959987,0.7173525432557749,1,8,58.46552496773836,0
IIT Delhi,Carlos Thompson,Computer Vision,2021-12-30,2025-06-10,f08b303e46c46f26126517db934fc7778b816e19d2ea3b752b2ce445a67edd22,0.9101522332884147,1462,0.9301698101798332,0.9527036786935144,0.8701008822831929,1,5,5.852968953269943,0
PMI,David Dubois,Agile Methodology,2024-09-13,2028-05-29,d378ec7315bc2c9211296c8f6729b9c6ff3842c89502777287757f312ef03f5a,0.6725052322325408,474,0.903076708813746,0.9487897962292206,0.894338854652202,1,8,7.165132855075251,0
NUS Singapore,Mohammed Harris,Project Management Professional,2020-01-08,2024-05-22,18ad7bb192ce7ef0e47b4d0ff33fb9917275595e883396fea919f5797f3c50ce,0.6739295178727464,2184,0.8525395967699515,0.8278618930324408,0.7910198764100652,1,8,5.703829994291521,0
CompTIA,Jessica Davis,Big Data Analytics,2025-03-09,2026-10-18,47099c8cd85d63e95a03b97491dd2961bca2247fb26873726b5a99a62214cd15,0.9533788303274844,297,0.8935262106486606,0.9570997815122348,0.8259274286043629,1,5,4.665678610008223,0
Stanford University,Jennifer Johnson,Software Testing,2024-11-24,2027-03-17,79c88d5323b2e4fe89f123dd4b2638e27264d98b4a8e475fea27ae24f6702bbb,0.9693680293391403,402,0.9892480183252484,0.8492950374602057,0.866774152285755,1,5,13.956256260449791,0
edX,Fatima Ali,Cybersecurity Analyst,2020-08-09,2023-01-21,c8d4946d052f0b41607a31e546dd8e68f9296f4126ccb426083f4890d32dde73,0.9237347800040515,1970,0.5812294673092419,0.9172192155693212,0.9366321765265379,1,7,58.248801402498565,0
TU Munich,Carlos Miller,Network Engineering,2025-06-08,2028-09-25,f31b3ac3e2c17766e9d2b983ac16de1d2198511ce78d48d7a738893187f4ce43,0.8917349547375145,206,0.808295264115522,0.9757412934158285,0.8984441615151905,1,4,9.531674615676554,0
Stanford University,Richard Rossi,AI & Deep Learning,2022-12-15,2025-02-16,578a1db027e60497ace120041b801f98fe26d51cf6cb376c63e8b1529cf93109,0.7867219395555983,1112,0.8309055292368737,0.9279729531471864,0.9917915727299766,1,2,0.05931018871206552,0
University of Oxford,Patricia Harris,Natural Language Processing,2023-04-18,2025-12-09,c3efabcd7c44bb6df91aada33daa9ce3871efffb97434df12aa162ac96950a75,0.6061587410421818,988,0.8546335359919036,0.9565215855192715,0.9069529292017589,1,7,1.4191970393610076,0
ETH Zurich,Richard Wang,Cybersecurity Analyst,2022-03-14,2026-07-24,87d01384a7c6998a7ff5666bc06c42713679e9a4357b6a442ce95c758810532b,0.8849206937613048,1388,0.9634463250661636,0.9088332815282949,0.9160466926267546,1,4,33.718917940069296,0
University of Toronto,Fatima Thompson,Data Engineering,2025-06-08,2027-03-19,4d3d0add6cdb1a2a059b23627e2a91e43b9be508329e417f6f39dac365237034,0.7190235065729431,206,0.9721073594389679,0.8864011923323253,0.7141534524778398,1,5,48.15506946465387,0
DiplomaMill Online,Michael Harris,Network Engineering,2021-01-06,2021-02-12,faa10b7aa83aa75910d0f33d5b3e45666113b31bb07f350631a8fb65e18c7124,0.0164,1820,,0.5109,0.3716,0,0,86.08,1
Columbia University,John Thompson,Cybersecurity Analyst,2024-12-03,2028-04-12,8df8c2617cee9c8b6d75e6d0a14d30215af4a35526d37615f52f68eb859a5345,0.7907214910485094,393,0.9472544849998544,0.9129987257192979,0.948230326254766,1,7,8.11176727480908,0
ETH Zurich,Barbara Patel,Cybersecurity Analyst,2021-05-03,2024-07-10,9786f9436b9f380e7700ba95d9be4dae8dec6bb1596b40c79c1ff9773055d23a,0.9039567074817131,1703,0.5553193422366619,0.9534124102461377,0.5423225115514153,1,8,21.949652352514182,0
Cambridge University,Mary Rodriguez,IoT Development,2021-11-26,2023-09-25,f663c5e58b8a88380c02f42af7c5cfa770d74693655c189ad65dd92b66f34a9b,0.7075623875433148,1496,0.8992487234123554,0.9308222672993207,0.9252317175963037,1,4,17.340184365299503,0
Coursera,Jessica White,Quantum Computing Basics,2022-01-23,2023-04-12,94e96915f90ec6904027e2130d8559d8a0ce0d259522513b184d03234c28931f,0.1517,1438,0.1885,0.7024,0.2317,0,0,146.45,1
Adobe,Mohammed Kumar,Machine Learning Fundamentals,2021-08-31,2023-11-23,b3eb4ea0220e3cafce1116858e4b43513ebb367aad640fee78784dedbc4d35c6,0.8886993295468397,1583,0.9737164800279489,0.9046502977058299,0.9778085568224042,1,6,22.04359939813069,0
Microsoft,James Jackson,Software Testing,2025-08-12,2029-08-20,c8b82dc65dc9358bfacf089061c1841c4c74f1eacb8ac917584cd917696427f2,0.7731979061845855,141,0.5048219708263975,0.9669723048234012,0.8909755238303455,1,7,8.614152288357642,0
Microsoft,Sophie Brown,Quantum Computing Basics,2020-12-26,2022-05-22,3b9022a8d11e1de24e0c2b0c4f0836b91b49622b6f9f59d98ccd2207232c4633,0.9655219696113695,1831,0.7848124231274247,0.9116163724350964,,1,3,52.70185162961567,0
Microsoft,David Martinez,DevOps Engineering,2020-08-15,2021-12-23,41a990018c8c44858a4fd028928bfef23a7d35d295299bd225c520b8b1a6b03f,0.7688535271870065,1964,0.8691553859061045,0.8109863004906549,0.7074198642043772,1,10,7.067497236392921,0
Google,Yuki Kim,Database Administration,2024-02-07,2026-11-21,a7cc7999eb580d7ab0a55ccc6033f0362273b54f0d1e39c026a9034913e562cc,0.8568026803711681,693,0.6196134118750337,0.9003101015993237,0.8836860270211498,1,6,0.8792150868718417,0
ETH Zurich,Mary Jackson,Natural Language Processing,2024-10-26,2028-10-22,a2f4e3488575669c7b95abe184944df09632523f141739eb04001cb18a6dd80a,0.9193629578349879,431,0.8464958105876426,1.0,0.7503154781770194,1,5,13.624654189882216,0
CompTIA,Pierre Johnson,Software Testing,2024-05-18,2028-10-03,5f25b6ff4c06ddb2e83bb61cfd6b17a77d7dbaace998ac9697eec3181d366d38,0.818693004906967,592,0.811808653401987,0.9494248163492935,0.8261008304550034,1,6,23.51719028303715,0
University of Oxford,Linda Ali,Data Engineering,2022-01-20,2023-12-29,1791758271a1c49ca7d14fa166a6c3958fb1017c8497158286bed240ff1e8370,0.8374610222693127,1441,0.9694794953279691,0.9380279226040977,0.9521310832031191,1,5,38.87819121654783,0
IBM,Joseph Rodriguez,Machine Learning Fundamentals,2020-10-14,2025-02-10,1386bb58e04f2761eb366c70ad3d631c50049014a0ce5f68e47f016875b17f86,0.8034182848439579,1904,0.8624923249611345,0.9687769904526861,0.8970400655284226,1,13,3.0496028241422195,0
ETH Zurich,Jennifer Jackson,DevOps Engineering,2024-08-25,2029-04-09,f3830ca4d68d1181bb95bb2124035c0029ba4cae4917cce4bd6d883e0d43f56f,0.8182749521994206,493,0.8861235543427788,0.8888998990386043,0.7361569773112064,1,7,19.524661673123823,0
University of Oxford,Mohammed Hassan,Computer Vision,2025-11-01,2027-08-19,73b2adc28e634a13849cc0b2692528b0bbae60b0cf7ff368304d037a964bb98f,0.7339311235313695,60,0.9066950294709055,0.9396578984963015,0.9836185316206165,1,4,20.18575737620551,0
NUS Singapore,Karen Anderson,Cloud Architecture,2022-04-17,2023-09-27,1b88eca727495f0a58c746157c400dc052cbd2da41b5e38d5d511e2bf31c1e98,0.8650691883719365,1354,0.9553292876331982,0.9520615524720455,0.9327741888044117,1,7,11.184020532830337,0
TU Munich,Karen Wang,IoT Development,2020-12-28,2025-01-06,d599366966719e5d497813fb8cadeff47f7fa9c11c20fd932dd0d652f531ea3d,0.8402295706472286,1829,0.8311051832619247,0.8846192047170378,0.9776701352983675,1,10,94.35203669170623,0
Johns Hopkins University,Wei Rossi,AI & Deep Learning,2020-08-30,2023-12-28,1b511449b68faa96fe0961ed800610450734802f672d7184ad9eb16a655bbfa6,0.742462421595641,1949,0.9654842544372916,0.9370992825147629,0.8099472396893633,1,2,137.51133442479966,0
MIT,John Johnson,Cloud Architecture,2025-07-22,2030-05-15,0336eed144e02fb24a2e553b52da5e1802dccbfd3471107527972ce2dd35d604,0.7652025932742397,162,0.8709593195079064,0.902492004059013,0.5198263103968813,1,6,10.082132288131493,0
Microsoft,Elizabeth Hassan,Business Analytics,2024-06-30,2028-07-26,e10ca851454dd5bf9034c7404dc1780739dd66332f5f544ae98f4349506548ea,0.9439070250679605,549,0.8164286872467887,0.9580684735773989,0.8293532998746708,1,5,87.1558277389232,0
Harvard University,Yuki Davis,Cybersecurity Analyst,2020-10-06,2025-06-27,271058b7c48e5e62379a4c77f363fc8f4874d96becdf95a4f300d4cdd60be4d6,0.8740017328057227,1912,0.9127278502332022,,0.8728814607004836,1,8,20.51722789520059,0
ETH Zurich,Mohammed Mueller,Big Data Analytics,2020-09-26,2022-11-02,4edc0f56b5107ed128b01160f2fb362eaf3b255c279e1cfa25cc95167ef5dc3c,0.8497012684915337,1922,0.8572707166590363,0.9694577383876087,0.7800015736714844,1,5,51.27807589403696,0
InstaDegree Corp,Linda Chen,Cloud Architecture,2023-03-18,2026-07-20,752c266f8fe081a3d0a0b997e6180eab72988c86c188d1ff3daf0811da49da1f,0.0585,1019,0.4543,0.6551,0.3177,1,1,5.05,1
Harvard University,Thomas Chen,AI & Deep Learning,2023-11-21,2028-11-18,93cd28676c16722375bae66a666db5d693afb9c463760d2c96c2dd2161858f58,0.8670712096066192,771,0.9249356345074756,0.9049626015453384,0.9115956311279796,1,4,7.719395317266929,0
Stanford University,Jessica Jackson,Full Stack Development,2024-05-20,2026-04-01,912aa5e468b2f4f9ae73961974b5aa8bd5d27df53ceab5c7bf258246fbf3b9b3,0.9417559690555128,590,0.9631817959994841,0.8580089556832364,0.8501095467866322,1,3,18.964807413497127,0
University of Toronto,James Smith,Cybersecurity Analyst,2022-07-23,2026-04-13,7b558a843c16b0ee5dbccbb37742e8593a76ef7651e93eba05a2753f51e5f5a8,0.6516649736670271,1257,0.7210675211993774,0.9576132200849511,0.7075981151025583,1,5,34.30194343637336,0
Coursera,Ana Johnson,Machine Learning Fundamentals,2022-11-22,2026-06-24,77fec9ecd3379ad9868a62b4c610e6e7f28811bf1a129d8a4eae3a4975e66d9e,0.9159028610778639,1135,0.880237211493972,0.8765787801871708,0.9954257452863817,1,8,7.728042189338889,0
Salesforce,Carlos Rossi,Project Management Professional,2021-08-25,2025-08-08,1273f11d0e621a9e7075ac02cec292158183e13d0f3950eac7b064e375eff208,0.8021704755053618,1589,0.8083313217760104,0.90023605326866,0.8619078830120741,1,5,36.317754343311705,0
University of Toronto,Priya Dubois,Network Engineering,2024-03-14,2025-03-27,ff993cbfebb32187577a692e8574d21c940ae1181ed0d662417015224690c1a7,0.8044071887899248,657,0.8259610480963905,0.9154926016261218,0.9460773999903198,1,8,10.648693274233615,0
TU Munich,Arun Martin,Cloud Architecture,2024-04-10,2028-11-02,8a5a6ca363ba8fa60ee6d7136241ddd207b5ede0644b94432585a226d626fe03,0.5814274699758911,630,0.9588369666773525,0.9266356401988319,0.9607735509460984,1,7,12.671216170569688,0
Harvard University,Jennifer Kim,Quantum Computing Basics,2023-08-03,2026-03-27,9903ca8aedd249e1905817d7d092758d89a8bd87a115c5dfc177f48d5c7bd1fb,0.6695176847791577,881,0.7418064323318003,1.0,0.9455834831247041,1,4,4.901468827176291,0
edX,Susan Brown,Machine Learning Fundamentals,2023-12-21,2026-03-18,2f91a6d521c46410e29fea2288cfc927d482291898e6e0fe8f21274f512cab1d,0.786343448292363,741,0.5858156636240218,0.9736559432946722,0.7989340679057415,1,5,33.72251263485421,0
PMI,Patricia Jones,AI & Deep Learning,2020-06-24,2022-09-11,8bbf95aa250befd3fe1bf4ca9011e6c5183491d099a6574c8ef85d425edaf3f5,0.8198653782916601,2016,0.8664426847871425,0.8624950105507463,0.8093993237346053,1,8,36.83711002802731,0
ETH Zurich,Mohammed Wang,Network Engineering,2023-11-22,2027-10-22,2c32672193e165286f04a09b853e354ed85c6bf71a37c44955d0a6f143afc14b,0.9877099815242415,770,0.7921783514989179,0.8350344230871916,0.9266131543273338,1,9,50.50173708871106,0
Columbia University,Sarah Williams,Natural Language Processing,2023-04-01,2027-11-13,a845c0bc12c53bade6f00a93ec6b1edcc80604d7551746da5c93aa840b56e560,0.8674102906416525,1005,0.8469292333652308,0.8734050465927261,0.9402468385854472,1,6,19.5986621729393,0
Google,Joseph Patel,DevOps Engineering,2025-03-09,2028-07-17,f28f0bb7e8a6bd663acd3e230a4d872987b3480f7c411e7a9ce06906067423c1,0.8069425499604811,297,0.8996680044226915,0.9007754225254173,0.9001568284001024,1,9,75.98712725148233,0
CompTIA,Karen Santos,Quantum Computing Basics,2021-08-11,2023-04-25,698996418109f9f1618fc31e79ebad49f277176864a4dfec5fd1f9807688e649,0.8750117239556907,1603,0.9379424106300789,0.9910896876590154,0.6914157261075221,1,3,19.208501283558274,0
Columbia University,Sarah Martinez,UI/UX Design,2020-05-23,2025-02-02,2381f546d450831ab0a06ec606a9b7fda0f7c7c703719b6a5fac462e67cd12ba,0.8907543446129265,2048,0.9016674702388613,0.9113385509634572,0.9745536463087243,1,7,17.55677780182201,0
ETH Zurich,Karen Martinez,DevOps Engineering,2020-05-21,2024-02-18,a01793f7c41547330c7f757a43ca4e6331fcd872b04599a82004a41ce29a4ff5,0.8988690445937023,2050,0.9317195144525159,0.8350600811463871,0.7257230245176939,1,4,2.508551245955603,0
CompTIA,Linda Hassan,Cybersecurity Analyst,2022-06-01,2026-08-09,65e24ee6cb973508499db7d73702678b02ead41181fb45cdf86093371272adb5,0.9693224863360984,1309,0.9247795465141607,0.8876591041553936,0.9290549682910316,0,7,34.93325371148699,0
AWS,William Harris,Big Data Analytics,2024-08-19,2029-07-24,26a418fcdfccc8e098b81be4b8966d035f5adda9bef47f6e1f2e9282b481ceb5,0.9569619501207925,499,0.9845505229370801,0.8378444958788978,0.7527510244976282,1,4,50.813844593523115,0
University of Toronto,Jennifer Jones,Mobile App Development,2025-06-28,2028-02-26,d560087c84c725624156b789d8cd96d712d0bbd06f8f3887e001ba0c31c8a880,0.8072522623459663,186,0.958911359393773,0.9126245418794786,0.9636652804903029,1,2,9.231774342790674,0
Cambridge University,David Wang,Agile Methodology,2022-08-01,2023-09-17,c24197ef3973612e3a0af616485dcff3002eb6945777d4f972d0f956680b5e16,0.6891687995562158,1248,0.8420408716148373,0.9512434397964887,0.7061549968984907,1,10,0.05279971449182996,0
Udemy,Robert White,Data Science Professional,2021-11-08,2025-07-28,3b3e252d2c31eeffa19af97057804a916c7327adb1e247fdb53152acfbbdbeb1,0.7436113868729776,1514,0.7794587319080656,0.8784943904070361,0.978628250565689,1,4,3.364953564851734,0
ETH Zurich,Joseph Brown,Cloud Architecture,2025-08-19,2029-11-11,ac588455956d0b98e3c6faeeb59819e0c7213defeafaa0105de08a93319964e7,0.8691310108497509,134,0.558980781763705,0.8791652576820782,0.7292890440183044,1,4,14.437063068340162,0
University of Oxford,James Garcia,Database Administration,2025-04-24,2030-01-28,3f248269410f9812a92b37a15e14a8310761a7cd073d6f1fe13144a6161455a4,0.8247852150680961,251,0.8265808502070584,0.8694786577267631,0.8443468148788171,1,3,27.284447698757226,0
AWS,James White,UI/UX Design,2023-02-05,2025-09-30,0b283eb12b80caf9cb9f37d0e13b0a10bd110affbcc0df0bbe23705b47a8fdc1,0.5984036861818866,1060,0.8925126647214865,0.9870153544220757,0.5976730511061957,1,7,83.87831129074745,0
Oracle,Ana Smith,Business Analytics,2023-01-26,2026-11-29,6e279c8c7858763ce87da9a1f45d4db60199fea721f066921e35768a5de34bfc,0.8651592819811167,1070,0.7036075340594301,0.9409498114652696,0.7428819887455975,1,9,145.5625801879688,0
IBM,William Martin,Blockchain Development,2021-05-03,2022-11-18,1837badfae3fafb0c2eca7203f22fe54cd664a6287a25c374f99dae807b836fc,0.9696297740775871,1703,0.7427588414593285,0.9376990966335503,0.8580017597753358,1,8,52.697951910161684,0
Columbia University,Barbara Garcia,Robotics Engineering,2021-09-19,2025-09-03,2aa863fbcbf02d10b568b946cb5d34b9552777eac440b0afe6d07db95eb96287,0.7958852183287214,1564,0.8367756717449284,0.9475102599069374,0.9139984271602724,1,5,1.6467695919823986,0
Cambridge University,James White,Network Engineering,2020-02-10,2024-07-08,8421e93021d968d6e22668b72495ed74945711c632bd940b60347ce5945222e9,0.8353095775948394,2151,0.9661720232137652,0.9214444548796323,0.7290030454206239,1,6,25.78818559021471,0
Harvard University,Ana Anderson,Computer Vision,2020-03-17,2024-10-29,7fbdfc43207debbe5fe5ea21b2dc2addec7dd30861fad7bf769a277984777864,0.9285548399441469,2115,0.8644353303152196,0.986279315661182,0.9682302372045516,1,5,12.941387575333758,0
University of Toronto,Sophie Harris,Quantum Computing Basics,2023-08-02,2024-09-15,f7d9b0719453a229890799434ca7475e2454f338ec1ab209d0809d6d37f97f9f,0.6911633921170031,882,0.7408070249550567,0.9325548869881225,0.8883928343131207,1,5,59.585614366437476,0
edX,Michael Harris,UI/UX Design,2024-06-04,2026-10-25,6f6ac0604a5b4b02b842057af4c0089d05ec807fdd5173542d9284f34fd7c291,0.9146706307041165,575,0.7102064014659886,0.9638049882485002,0.7084984630417139,1,5,28.913205160194057,0
IBM,William Ali,Database Administration,2025-02-11,2027-07-27,93cde79363f7a6084a407e572d16e66832ec327c8f9eaa23bdb41a43eaca7e99,0.6257996433454913,323,0.8866733631760565,,0.941732623101068,1,6,3.672982559355263,0
Microsoft,James Garcia,Machine Learning Fundamentals,2025-03-08,2029-06-30,55498d21de824bd49cf90c78e8f4c843b969bf3c4f64ab214ced4e67216fde50,0.8205507071700251,298,0.7812101198424289,0.8948992568679517,0.70183484371885,1,3,18.68319564483897,0
IIT Delhi,Thomas White,Blockchain Development,2020-06-22,2022-12-17,0899e8b09193ad57a92f2bef1b900cfd5f7764d629b467bd8c672677aef12c17,0.8663316154605298,2018,0.9470132052866053,0.8904429254877643,0.9306069289380121,0,8,48.63288586004892,0
Stanford University,Yuki Thomas,Big Data Analytics,2022-08-13,2023-08-30,a017c0a95c251dab6bd92acd7a44f0a9c30bb99d4106baf2883017ea0f34113f,0.8671835286922444,1236,0.7712212851224427,0.8843145948744313,0.8912526085209507,1,10,81.84518829116017,0
IBM,Susan Wang,UI/UX Design,2024-07-01,2029-04-27,f7e097c3de4e09f32ecb8150b15cbde0327d48893b034cd4b47b3ca0ca40d486,0.7817468609377572,548,0.9851500027075124,0.8317303783005877,0.9242207320867185,1,8,71.74289304772702,0
TU Munich,Michael Anderson,Data Science Professional,2020-04-12,2024-11-18,a26cfe1a0e424538473a5b67a3ec783f1227bada1f321cdb2be73d33b1e82ca6,0.8645637757574461,2089,0.48217585620167314,0.9858195162820217,0.9691140868695849,0,10,18.286473756291727,0
University of Oxford,Robert Rodriguez,Natural Language Processing,2020-07-05,2023-01-20,ddea53bbfecac580ed4bac832014a9ed7a82dfcdd995323c4cd99ff9841a72a4,0.9437562869364594,2005,0.9525295369766793,0.8793252709948114,0.7809529583103035,1,5,85.318231198587,0
Cambridge University,Mohammed Williams,Blockchain Development,2022-06-10,2025-06-24,0e49c2572d6fa5d0b404e89417bb3db9573061edbe6ad60ddcceb319bbae0025,0.7779468571496739,1300,0.8793795393983895,0.8481943045098412,0.9525361670820546,1,5,14.886803976416067,0
Coursera,Ana Jones,Cybersecurity Analyst,2023-04-21,2027-05-29,95d8df32e22d259efb5f72d7c63bf220a52b60da48144a16c68c0038e883cbff,0.8105521897082577,985,0.8850080011708951,0.8713028005941268,0.9475450097796321,1,4,1.2076379475862908,0
InstaDegree Corp,Michael Jackson,Project Management Professional,2021-03-23,2023-06-29,95d21eb36f808f4181ac2e27294080cd5cb7b1aece3493c9c23e842afeaf6c3d,0.1919,1744,,0.3912,0.5,0,1,22.76,1
Cisco,Sophie Rossi,Data Engineering,2022-05-25,2024-05-16,dd70e563903d7f7cafd18710d0b19ed668efef672edaf9e0dadd15de9d42c405,0.8332496640496146,1316,0.9572568665655655,0.8758903599357536,0.8635885297539446,1,10,3.615960806410364,0
Johns Hopkins University,Yuki Brown,Agile Methodology,2024-06-01,2027-11-30,d2def26bc655605cd29dd3aeaa99f3754b5e74d6a9fefd23357ffc38f76cb98f,0.9742490277917522,578,0.9158808221545831,0.9345684604705634,0.8554189229775787,1,7,62.22021411569881,0
Microsoft,Jennifer Santos,AI & Deep Learning,2022-04-03,2024-11-19,6f9d4946da26003c7560ce22a51ad205ef87b5e479c2424438d927e3dcc814a5,0.6015468238081688,1368,0.9358591193736776,1.0,0.8851624188623695,1,8,27.69255842971865,0
IIT Delhi,Priya Miller,Blockchain Development,2021-02-27,2024-03-25,1fcb36618e574dda6b5e0b72b6ca5edf29d41e4a8966abe72134f6a327470106,0.9550246327984587,1768,0.8372924267019498,0.9258751781344702,0.8504024355018972,1,4,4.390861503302576,0
CompTIA,Michael Dubois,Machine Learning Fundamentals,2021-05-22,2023-01-26,9c65d44a95bd53588143fe207487025e402d3a01781b897d37218ae0dae37ce5,0.8787974065533957,1684,0.9829095071660126,0.8860298212179831,0.882990671862424,1,6,85.12223226583833,0
MIT,Joseph Martinez,UI/UX Design,2022-09-15,2024-08-31,245adfbed91e41d8648596a55adde41904abf20f57116fe079330954ab5ef34c,0.699137925380429,1203,0.6397376484694309,,0.8524364452984432,1,5,30.305288588703387,0
Columbia University,James Kim,Blockchain Development,2021-10-08,2026-05-01,66494fe2426fe3108a6099eeb25f84acb17108da6b4cee764d089e58cfae729c,0.88116322801518,1545,0.816401276401341,0.9954461460925301,0.9500750763443784,1,6,70.64211516081727,0
CompTIA,Yuki Ali,Machine Learning Fundamentals,2022-12-13,2024-04-19,c2853cbe56929d41b1b541aca62d78228d387361b65c0a66b038c1901c8a19bc,0.5447955192755093,1114,0.940545023411732,0.8430125069109938,0.739560602253985,1,5,16.547773634032104,0
Microsoft,Karen Tanaka,Digital Marketing,2020-02-23,2022-08-15,6b570efd749965b449500680afd180a8f2e8908507a0f8887c741a1a879a04ba,0.9646381243090124,2138,0.7787030494920708,0.879459243499674,0.9743582392808746,1,4,1.3837230977408648,0
Johns Hopkins University,Wei Garcia,Machine Learning Fundamentals,2022-11-14,2026-12-09,6585e5657a7322a027c6f9210f711c09fd9a2027f5aa61d0140d6c3e595ea580,0.9611956395764634,1143,0.9713634133068489,0.9193107851147899,0.9398022151815836,1,6,24.500264481419755,0
NUS Singapore,Wei Chen,Machine Learning Fundamentals,2022-05-28,2025-01-12,9dd6944cb16dcdc5067ca51053da0c012064485efc55f8e7fb9676b67f22e1d2,0.7595162894247091,1313,0.8811903078853456,0.8187991058619682,0.8431072264365447,1,4,20.848139128243762,0
edX,Thomas Martinez,DevOps Engineering,2022-09-27,2024-04-29,b10b77e43ae3fe9190c81192c4c1b402b7b9e1a8a56c67287d1066b06398f07d,0.4747851902430205,1191,0.8490529599429881,0.9959827416987386,0.9828250023367019,1,7,21.181476187364044,0
IBM,Ana Johnson,Cloud Architecture,2025-06-09,2028-11-09,b8e1ede4998e5abf29e3248d48ca5a53fd128ad2d73c018262b4c1f3c624fcb0,0.7119493616914636,205,0.6694462955670266,0.9915349953086754,0.9799779418090412,0,6,5.0786567437000425,0
Stanford University,Arun Anderson,Blockchain Development,2026-07-08,2028-04-01,7109409b10fb59e02496500ef41964753f4428b2bb10e68b1225002606c4c154,0.1144,-189,0.1266,0.3996,0.0887,0,1,38.44,1
Google,John Patel,UI/UX Design,2020-02-18,2021-05-09,f0804b216b7b5a96cb5bfbaf98c680ef0fa6beadf05b801e136bf61db5f98bed,0.8832181909710193,2143,0.928018395819117,0.9444362098017446,0.7687714417167734,1,4,18.97535846649135,0
Stanford University,Jennifer Johnson,Software Testing,2020-03-07,2024-01-18,4656183b06a0e0a97ab4afd3933d5cc8354e047a0eca35e193bad84738c213f6,0.9184623356323097,2125,0.8641018041561018,0.8530450727214217,0.9387842372396377,1,6,32.83069058314155,0
edX,Karen Smith,Cloud Architecture,2020-11-22,2024-08-16,cb7b203840515e9de20ba553aaf5d40826f4aa2772de28de4f0d009cfdca2484,0.8909304678137268,1865,0.9817648938502908,1.0,0.8267680061117733,1,11,84.96389239164297,0
NUS Singapore,Sophie Rodriguez,Big Data Analytics,2021-09-24,2024-06-22,04ee10948b6ffdf49e80f5ec5f92fcfb7f4ceed1d801f61bc2c1a6582b0428e6,0.6905863380995443,1559,0.8485241921391357,0.8402103622794572,0.7316257257250564,1,5,3.6198260916982665,0
Adobe,Wei Garcia,Software Testing,2020-10-15,2024-08-26,2d980d134953057c796d85fc2808e1d2730a414450695fac51ba1e6b6b162f07,0.799004365938963,1903,0.8094873783160785,0.8258190763819574,0.9244171200580543,1,7,41.94561149718657,0
CompTIA,Carlos Rossi,Cybersecurity Analyst,2025-07-16,2028-03-06,ba08d6959a163141f184f0c6c906ea6002b515cbc8eeccfc6435e570496795b6,0.818354841021382,168,0.8836789466198431,0.9332949860002521,0.8873013924331523,1,8,15.209204984186469,0
Microsoft,Carlos Patel,Business Analytics,2024-11-19,2026-01-30,9f4bf37159a8df055fa0210f8364e6d1fa83d680fb9b2ca459d146c60e9187fd,0.45997812239636193,407,0.4218764211301325,0.9272066943064335,0.9106668072493045,1,4,12.539048322805042,0
Oracle,Susan Tanaka,Cybersecurity Analyst,2020-02-11,2021-12-29,44be438b6c2477136c838c484ce0a4468259cfb44897ead047f94f4ca2313b04,0.9795837543352421,2150,,0.8536451897693206,0.7724502880979873,1,10,8.107902586616818,0
Harvard University,Thomas Taylor,Data Science Professional,2021-01-27,2025-10-04,b8b8dedda34e6edf7cbb1e4ed2325762ab1c6a98227fb6f0d3b99865455ae7a1,0.7544332104696155,1799,0.9079664680487046,0.9139312168139199,0.8315023757435777,1,5,19.802871771262023,0
NUS Singapore,Joseph Wang,Database Administration,2023-08-06,2027-03-21,f1242df5775eb5eb5314270aa0546db98260ac5e256a1b5ff8df70ceaba69975,0.8114581593115696,878,0.9524724028556371,0.8499956007816266,0.7408972556246676,1,6,37.13607142911061,0
Coursera,Robert Jackson,Network Engineering,2020-04-22,2022-04-01,94edd358917b0b1ad00ef22b5a3446c03c3dd7063e72eeff9a3373c0cd8e6fe5,0.819621868220736,2079,0.8038731872030425,0.8734609655841017,0.9384110295814035,1,6,39.15859845602217,0
Microsoft,Robert White,Big Data Analytics,2022-11-07,2025-09-16,234bc36b6a57e3ba84ed1707252c2575518de197228a1da293bf2a2c925f75a4,0.7526415481108638,1150,0.9865103093743175,0.9579474357516108,0.9571019574521248,1,1,7.022231907129047,0
Cambridge University,Richard Rodriguez,Network Engineering,2025-03-07,2026-10-20,a80d29c0faf9b5d1725c09a145e544e8878d571f33598a545bc1d150a3852ed1,0.9724097380243357,299,0.6261533825502701,1.0,0.8999381529768697,1,4,9.269889215242221,0
Udemy,Wei Tanaka,Data Science Professional,2023-02-18,2024-07-15,84d61f63107fada2c6203771a671539b961c7987b52f30fa9d9d206d1969e051,0.8367032244350764,1047,0.425612796106689,0.8065138760595727,0.9092156363645295,1,4,31.293269625028035,0
TU Munich,Susan Jones,Software Testing,2022-05-07,2024-08-14,5c0e1ff86dd24557195bbf0afd64e9f53d584fa523e781c8b727bec744103f96,0.8496921678394728,1334,0.9117798261474904,0.8463834522356676,0.9100811921761648,1,7,23.814464625223017,0
AWS,Fatima Kim,Machine Learning Fundamentals,2023-01-04,2025-09-13,012948761eaae701854131adcdfaee3890844acb81e6d7cfd65a1e77ccbad45a,0.6766815306960061,1092,0.9770852224967098,0.9566303757935952,0.9370889592042045,1,5,0.8242099106764735,0
Coursera,William Jones,Agile Methodology,2021-09-02,2024-12-25,091a0ace2553f54ef42697bd150a3baa4195e7d91f5e353ec33c20e3b8b7f54d,0.889691591515868,1581,0.8340438867187339,1.0,0.7343645661719262,1,6,10.859165762221448,0
Cisco,Fatima Thomas,Business Analytics,2024-03-18,2027-04-09,c4e123c44a6270860e9e425b5fa5b210a787dc3bf9eb423cac8d40ad0c20eb52,0.9010016996863073,653,0.7563929503371076,0.9407570105553188,0.7495238219573261,1,6,39.058629454437046,0
IBM,Karen Smith,Computer Vision,2025-03-17,2030-01-19,fad0df3fb76f9ddc14ee32207df6b3e9fd3621169d08e06b951a9d1524c699cb,0.7986204476223263,289,0.8065064263415995,0.9411720210047947,0.7649469923999328,1,9,7.781798411662818,0
CompTIA,Fatima Jones,IoT Development,2022-01-11,2024-09-28,4428e4f9ec9d15571a1ce82760326bf2ab1f1377b4e287542759444dec5ee7a7,0.6694126707869071,1450,0.9724441669167594,0.8730213738401169,0.9027894148341262,1,9,67.61118448274163,0
edX,Christopher Wang,Software Testing,2020-03-26,2024-09-13,baab9b50b883a6e672235541ccec14abd2832eea4515fda01cd627f05629942b,0.8821075513190431,2106,0.9071996862664041,0.8916032571434018,0.9157769300196558,1,8,2.767640690509851,0
ETH Zurich,Sarah Martinez,Network Engineering,2022-09-11,2023-10-28,29c36d21ff2a4d83da73e27fa19b32ce607beba96f0af41b56d8d8b44c286ecc,0.800332946074177,1207,0.8654948962828767,0.9813095704971513,0.8613943087461555,1,5,2.628473493230939,0
DiplomaMill Online,Thomas Rodriguez,Quantum Computing Basics,2025-08-04,2028-10-12,f3be90e97dbb62d3c3e712008e5489eb6ad03d53ddc7c7ed1bcbd01a461648e5,0.1157,149,0.2071,0.7563,0.2415,0,2,21.58,1
ETH Zurich,Carlos Garcia,Big Data Analytics,2025-09-19,2028-12-22,2dbf7a7bd112af01bfa8ad5455cd7b6565f2e175be87ff72b2d9e8d7cd403bf4,0.7192001506771095,103,0.8475929189203869,0.9823481173502775,0.9105692840032031,1,4,59.98928686281152,0
Cambridge University,Barbara Martinez,Natural Language Processing,2021-09-02,2022-12-30,a1cc74c42a90f671594e24c3b09812d692e87b9d9edd96bd092e4c9f597615b2,0.7234888031934812,1581,0.8523844943281782,0.9201289066126045,0.8544246457724973,1,7,6.59659006983291,0
IBM,William Mueller,Project Management Professional,2020-01-27,2024-01-26,b90d9bc7e360f1ec5641f886350d398b8288b360ebbfbcd3a5a6b0793cda56c0,0.9449197433742258,2165,0.8751594814057151,1.0,0.7855542037583586,1,11,55.88602481473809,0
TU Munich,Christopher Thompson,Robotics Engineering,2023-03-30,2024-08-07,73eb303070544499a6d3b839e34b57ec1e1376dc22cc934a0e176146b073e1d1,0.9304806499308947,1007,0.9141300558398259,0.970491190297858,0.6657485470946043,1,6,8.099003926530603,0
edX,Sophie Jackson,Blockchain Development,2024-04-23,2027-10-06,7daab61bc5ba75d856e7633d682bc042eb90296daacfe9c3375e4fa91b0b59cd,0.5536572125826387,617,0.8305036856767521,0.9107521983799004,0.8780858723348901,1,8,29.723900387315272,0
Yale University,Michael Brown,Natural Language Processing,2022-11-29,2025-06-30,8389e9d62c2e410a922644b527f09bc10da8eb5505f7eb8ae6d44b8bdce6d9da,0.718599042783475,1128,0.6624444428940743,0.8554669803582926,0.7565450425671068,1,5,1.1588579561719912,0
Microsoft,David Kumar,Data Engineering,2021-07-02,2022-07-24,db3177c29c1a6665c0d12fdd3b523401f45f7268e3164e112f23cbb63f45669a,0.6709965517608091,1643,0.7317996340659934,0.940786583131067,0.9485518431705953,1,10,32.27408713648959,0
NUS Singapore,Joseph Miller,Cybersecurity Analyst,2023-06-25,2028-03-04,7c592f6f0cac30fcfdae57b80812de936643a7e8eed537ec082bc03eb7e889ec,0.8499263626945323,920,0.7896539148772971,0.9424155392653779,0.9361227261202473,1,6,2.498059298143609,0
Johns Hopkins University,Michael Martin,Business Analytics,2023-08-26,2027-09-10,886e4b5765206cae831eebc63191984e2a30205518be6a2461549be5f72d2ff4,0.806942815370937,858,0.8910075861223166,0.8836879212720821,0.7737118782472339,1,5,17.484073665366115,0
Yale University,Sophie Hassan,Big Data Analytics,2021-04-15,2023-04-18,93740de50a993205e452949ecb0738fe26b9aa6fc4fa111940c8e6f817165410,0.7229041298674241,1721,0.956340412851736,0.9738833225931783,0.9573173848030601,1,6,46.79922504364542,0
Salesforce,Fatima Williams,Business Analytics,2023-12-03,2026-11-04,1a767ca42516baab1027ce5e76f173d5420294b4405c62858d24d09e1080c77c,0.8741950708849067,759,0.8758798162223359,0.9050472289263612,0.9313973610232494,1,7,5.408773588683328,0
Salesforce,Richard Patel,Machine Learning Fundamentals,2022-12-04,2024-09-19,a5f89af3bb848ec78b3485caf84194b8c5efe9dca1c7932f3c1de0e62934560b,0.7733893210281861,1123,0.7636215753254662,0.9118296587269311,0.7870362432079371,1,3,21.82648715386055,0
Harvard University,Karen Tanaka,Natural Language Processing,2024-08-06,2027-12-19,2ad6254bd51d77ab0d0f2b89b97641e9f1a2d11f239b99a9f2c612f29888af22,0.5623299972507529,512,0.8417117929883801,0.8546488943066527,0.8422054161242347,0,6,1.5596401093982626,0
IIT Delhi,William Patel,Data Engineering,2020-04-01,2025-02-14,f58dd1d232e70e03d41d892a282579fc92ab0bdbf8a5f79159b85f5f062203c2,0.8804387421771461,2100,0.9425255424608305,0.8607571310464157,0.8720756885206687,1,7,2.460868339634466,0
Cambridge University,Robert Thomas,Cybersecurity Analyst,2025-09-09,2029-02-22,2d05d6c94d30e0584b817448925fc05e5eda16896c9922ccf671abe83ec2a659,0.8846707901301537,113,0.8425782494627579,1.0,0.9572751490268303,1,6,1.7954286853111827,0
Harvard University,Christopher Patel,Full Stack Development,2021-03-03,2024-04-13,ff4ed6435d1a38f0b139f008010b72dfed4ce541d6171d4c49f0205612c02677,0.7004072898826759,1764,0.912602927574884,0.923842436863027,0.8441386242334719,1,7,5.675905095606497,0
Harvard University,Karen Jones,AI & Deep Learning,2020-07-18,2023-02-17,a2b17cb1343cd6c84a8f59d3c808232f987771bbfa7272dbf11b6f6836a85f3e,0.6579393596346583,1992,0.8316734642304489,0.8918598071228713,0.90470462412543,1,10,17.781225341107074,0
FakeUniversity123,Michael Taylor,Project Management Professional,2025-03-03,2028-08-10,056a47f91c501f8fbe35758bbcb4db62f11823517b210a1f8cdf9a9be76e2654,0.3096,303,0.0679,0.6856,0.018,0,1,113.95,1
edX,Jennifer Anderson,UI/UX Design,2021-05-22,2024-06-07,24160f06202d7743e6b602f7936bfa6900d3e1c66afc3ef964849103c8fcda2f,0.8240905038453276,1684,0.9363688916768718,0.8791932902546882,0.6466212621190562,1,2,9.993379914820432,0
University of Toronto,Sarah Jackson,Full Stack Development,2021-10-07,2026-07-02,741ce6d6392ffa5bf9b335da101476429f1760eb10a9194c49b7035f986d63e7,0.7847915834927983,1546,0.7713941718410647,1.0,0.9664965772973662,1,6,26.07336242693983,0
CompTIA,Linda Anderson,Blockchain Development,2020-06-04,2024-05-01,4fa6687835b7326dd31893f819b78fbd9c0ee1eaae1bd97b112ef32c9a53adbf,0.892209878145501,2036,0.7072555440580827,0.9179834228201087,0.8524125204729415,1,9,34.998797032923825,0
ETH Zurich,Linda White,Database Administration,2024-10-19,2026-07-17,164fb599,0.1538,438,0.1277,0.6983,0.2183,0,0,5.16,1
IIT Delhi,William Williams,IoT Development,2023-05-06,2027-04-04,13d0a5ba2946772c6e3f04ebe8421c0cf916839fa487608388ff1974956866b5,0.9605750325266349,970,0.9073481779804318,0.7882278457148432,0.8752671780415859,1,3,20.32508412584224,0
CompTIA,Ana Wang,Software Testing,2021-09-26,2023-01-11,b57aa61956013d3e6f840a1d48397f7e0fb57558c14dd2b10a1fcc8586cd1c66,0.7643948077273454,1557,0.8701625848941258,0.865134152152625,0.9345893617063994,1,3,20.124425197158182,0
AWS,James Mueller,Software Testing,2023-01-16,2026-09-28,b9d9dedbe31b57ca3f854112138def2d2e9d1b8ce251241414b8b3768a60c3a5,0.9112804090476028,1080,0.7495174946407017,0.8639641654773758,0.8890928023156764,1,2,71.00927428958832,0
IBM,Sarah Rossi,Cybersecurity Analyst,2020-01-21,2022-03-01,1c32c6e3594d798e6e4d033a0583d9ab86d1b50bca5fc0b997c4fd5fc3ee80e7,0.7525563074788301,2171,0.5152527530334063,0.9105881792115618,0.9252563666313065,1,5,63.31178848337025,0
IBM,Arun Williams,Cybersecurity Analyst,2021-11-24,2023-07-10,f88d854a65841b91ae432e768330d2d28e9b18ad88d8de9ce6a387d9c379466e,0.7487732462123716,1498,0.8571546876292724,0.9383007304619522,0.6902932382027379,1,8,23.54271434662018,0
Stanford University,Patricia Chen,Machine Learning Fundamentals,2021-03-19,2023-11-23,4b491a91ea80aac97523ac76221cf6bc043321b8de1955f9896b74470b639c1a,0.9527341973736507,1748,0.9383854040953087,0.8840572262909291,0.9816175240982365,1,4,43.85376593749599,0
Coursera,Christopher Kumar,Software Testing,2025-04-19,2026-06-02,acaed50f5fa2edd94f6644c389fb5f4d2289d0b4c296752f48b656655bd0b92a,0.6208670469463866,256,0.6104891999612583,0.8721947207386952,0.9591879537260922,1,5,4.847383482324741,0
Oracle,Richard Jackson,Robotics Engineering,2024-07-21,2026-10-14,00be654e6a535358a401777c94871a077477c703ef5a2ffc991a6e54980f61a2,0.8337497463187402,528,0.7808789776984592,0.9641679059816933,0.9574963610721478,1,7,27.184343156043152,0
Oracle,Sarah Thompson,Machine Learning Fundamentals,2024-01-30,2028-01-07,42df5166d6d7b165076c160411474ba05eba92429d3a98d9c3594823f2c0bff2,0.955242736600961,701,0.5039488423591801,0.9278953520811638,0.8225436926524019,1,5,9.055182966034579,0
University of Toronto,Robert Hassan,Cybersecurity Analyst,2020-01-24,2022-09-20,6a2c2ac6711eac6cb97dca9fae8c429d66258c1ebbb1dd67f46701b934458d4d,0.9778578126896798,2168,0.9698948589936467,0.9670000912943231,0.976995152242417,1,5,105.26429241219834,0
CompTIA,Jessica Rodriguez,Data Science Professional,2021-11-25,2026-04-30,0cfbb58492d95450dcb3eb3392a17287cdbc751b9a3668fcf8bbe1765a445c5a,0.7676256167470109,1497,0.9596094190609298,0.9276672383801058,0.8315979713901397,1,5,13.272276211853008,0
PMI,Yuki Dubois,Cloud Architecture,2024-09-03,2026-02-27,61bfc1e035b81cdda77f58f411175f19509f003eefd34ee7213630d899646eb1,0.7533049231550456,484,0.6869868531629947,0.9945277020198048,0.9630520980268535,1,5,14.292290315665662,0
IBM,Elizabeth Johnson,Robotics Engineering,2025-07-12,2027-12-23,92677275bfa14e4f3dee03e57892592dc3c9a8bcee6e1f0f74a11be19920b33c,0.5926336327064217,172,0.8686958930072101,0.9180179953501422,0.992583883203574,1,6,2.1831719054046284,0
Udemy,Karen Garcia,Digital Marketing,2020-10-23,2023-08-25,525fe05a15a92c671f668e57090e80e0fe3b8c6d44a7749731eb3856189e9d61,0.2959,1895,0.2148,0.4934,0.0516,1,0,33.8,1
TU Munich,James Patel,Network Engineering,2022-08-30,2024-03-09,7c2f67497f4723340207f76e889189e5d9671383d3562e2939b79f211e2fc310,0.9158974549464747,1219,,0.8332223413902188,0.8813891498611773,1,9,92.03963833783638,0
TU Munich,Jessica Brown,DevOps Engineering,2022-03-02,2024-02-15,5a7abbdda8231d0123d43f6829fcb504a60705bc597c45ec83e88a0e8a2f949b,0.8974841419174807,1400,0.8133394244126645,0.9159180938630355,0.8942092763322951,1,7,26.27225659817755,0
TU Munich,Robert Smith,UI/UX Design,2020-12-18,2022-09-13,bffe05fab3f6e72d2c128d59f3f32849be37582296bc47f6dd81abd462dff2e3,0.0609,1839,0.4,0.8814,0.039,0,0,172.65,1
TU Munich,Joseph Garcia,Data Engineering,2023-10-05,2026-10-17,fd54350c2dc8c9e568044e383b61ce5650ff133f826150f31ad3b923eb74f241,0.7285540716757846,818,0.8097925085489672,0.8437804168180782,0.9232310735310271,1,6,77.49572394784909,0
University of Oxford,Barbara Jones,Database Administration,2020-02-08,2021-04-13,df2518889b821d55c8e09f9100a77729092de3c0e0cb5afc4ccd3dac6f1d6549,0.8851815657502918,2153,0.7215417186717323,0.948027280563969,0.9886500301224473,1,7,5.165501065859778,0
PMI,Arun Martinez,Data Engineering,2020-06-16,2021-07-27,cb6536c9c284293ef0ce4257ee30cefc7c20c6c4b96dd0ba3a64f9c421d24b77,0.752664535850187,2024,0.676330150122597,0.8342440022652653,0.9050067750888612,1,7,0.27886778703327275,0
FakeUniversity123,Ana Tanaka,Cloud Architecture,2025-12-21,2030-05-10,046dac8985bc4782ab03030722334b782fc0898b4afb6cecd4c2e0c2ca994a32,0.117,10,0.4752,0.658,0.5,0,1,30.33,1
Harvard University,Jennifer Chen,Full Stack Development,2021-12-16,2023-12-13,f3d88c56f8b3dc3add1397c35f59446dab680536aa48ee11dfb2b43e8c9eefee,0.8639286676166616,1476,0.8936637776403057,0.9152970908088369,0.9275140791652505,1,9,1.8162336861412938,0
Columbia University,John Rossi,Quantum Computing Basics,2023-02-15,2025-01-07,a4e3634fef64a9d197ed24c01614fe198205199106ce2b4c3e2d4c1c17ab1f59,0.570648643939249,1050,0.7011535759597846,0.9238681865142049,0.9050529276603599,1,8,1.4665178127480913,0
University of Oxford,Richard Jackson,Data Engineering,2024-06-24,2028-04-01,739228ede3c64e48f2eb56a0f21325bd0f7d99f8d2360ecc1167ed8a95925474,0.9642659629610053,555,0.8747113759327808,0.879732120167496,0.9098068588794531,1,5,26.304436665145438,0
ETH Zurich,Wei Dubois,Blockchain Development,2020-12-20,2024-03-10,73e68685cb357674a9af639f38e1bb2039d6c0bee4b0169a77fc11dd35a5a444,0.8066074595733812,1837,0.6670283654885734,0.8942750879285261,0.8113821474369258,1,6,40.73926533359816,0
PMI,Karen Martin,UI/UX Design,2021-08-01,2025-08-17,c5305ec21f4521ef792a654df05254b209464921c83d795a7208ac8c76ff8362,0.602976117646536,1613,0.9650779928168675,0.8786480201238768,0.8889368721521558,1,5,38.67048473915564,0
NUS Singapore,Sarah Williams,Blockchain Development,2021-11-17,2026-08-26,34f5f83c805f869e5b0cc70576603eb921ef6ee7e8bdd4f0a338fee8f678e48c,0.6598824643737463,1505,0.9254175273385216,0.9764680582496764,0.8196482296468467,1,5,18.45974742701526,0
University of Toronto,William Davis,Big Data Analytics,2023-11-19,2027-05-08,d96bf8fddeb825be82109b85d043a620c8a2a4b00b0b282b9b845ac4cf3d747f,0.9001600653012782,773,0.488021653366806,0.9545435923091209,0.7218776527120532,1,5,40.271515480872594,0
Columbia University,Wei Harris,Cybersecurity Analyst,2023-05-03,2026-08-28,a84ca978290495b7519ba7da90a8638463ac83b8ef0e65eecd17f57daa61801a,0.8899842153870325,973,0.9265835851819979,0.8811829836633429,0.9357019689193812,1,5,1.9332652230177225,0
Udemy,Christopher Martinez,Quantum Computing Basics,2022-11-14,2024-01-23,4d8697b6cbb2ea0729dfa608826e8a4915336e111227a5ac136fef9728fe9b44,0.4824168018684365,1143,0.97020134662744,0.8998255915305384,0.9284902675690747,1,6,5.463267925483731,0
QuickCert Ltd,Pierre Taylor,Data Science Professional,2026-04-15,2030-04-27,be302b4b0fd81cbca3b28dd8f3bfc3dfcc9a798f22b1f6b6c05bdddc5466d7d6,0.0977,-105,0.4645,0.7167,0.2209,0,1,35.82,1
IIT Delhi,Mohammed Mueller,Blockchain Development,2022-08-18,2024-05-20,62175496e1aa75fcaaef9a16491fe51f97fae73034ae18cd401f76ff63f5e5de,0.9650782578611342,1231,0.881668371288319,0.8462777793092263,0.9544151562054874,1,4,30.632672701173917,0
Google,Priya Kim,Digital Marketing,2022-06-26,2025-09-05,539dc31e7dba6f601ca0c055a7f5fb16ace9f44fc21fca7f93734ab96fff7032,0.8829878341636297,1284,0.6669049451792839,0.9490290765561029,0.9407966198168289,1,7,30.21031615072451,0
DiplomaMill Online,Jennifer Thomas,Machine Learning Fundamentals,2025-01-07,2026-04-11,be74d7f01743a1562c4effc6b4b78e0b74938011186a8f0118fad2bbafc179d0,0.1395,358,0.5418,0.5587,0.0628,0,0,55.31,1
Adobe,Sarah Brown,AI & Deep Learning,2023-04-27,2026-01-19,84dcee1f22a8f0c24d0f2f97b0677776a14fcdf0c28e30d2667a341688adab9f,0.8110269435008561,979,0.9120275424376824,0.9858566383109898,0.7452045935775595,0,5,14.950354048013477,0
NUS Singapore,Joseph White,Natural Language Processing,2024-10-10,2025-11-01,f26f217df8cd83aad032d0fd0e74d3d9ddbb68053a2984790c709101c324863d,0.9378503810830482,447,0.993239499228897,0.9546083939827501,0.9688893411971315,1,7,16.784206063303877,0
University of Toronto,Sarah Garcia,DevOps Engineering,2025-04-12,2029-09-17,fd33b3e34aa6a220df2f79d8b69b790e24340b479990ea8435a8ca446aed47e2,0.008,263,0.256,0.565,0.2952,0,1,32.05,1
CompTIA,Michael Mueller,DevOps Engineering,2020-09-30,2023-05-12,f4550180e0bcaa60a26807be6c63b10bb8cc218be9f44536f459bba0c97ee4e9,0.501688206574752,1918,0.6733366158498728,0.9354769867569148,,1,4,53.697799367959675,0
University of Oxford,Linda Rossi,Mobile App Development,2025-10-19,2026-12-18,6ffc69392fb690e998f0001d954e93b0a552d39bf0e9c4138aa6cdb45419ab5f,0.9584056569200385,73,0.7913959720421859,0.9168040633056219,0.9397023985028499,1,4,16.716104135678542,0
Stanford University,Robert Martin,Machine Learning Fundamentals,2023-02-07,2026-08-02,d08dfe283b7997c01b21ae73948af4970da094585433bbfef2bb7c1ec30a9d32,0.8086351957760005,1058,0.6633266503233539,0.9227507113044761,0.7391105345732057,1,8,48.14750263059326,0
ETH Zurich,Richard Miller,Software Testing,2025-04-30,2028-06-15,8b01871fecd59f3f09a77261c85a0c787ebf255b3c54a7b4144ab8351024ff57,0.6275008190510956,245,0.9598972313331178,0.8744054425151879,0.696718422513683,1,6,2.156161773804217,0
NUS Singapore,Fatima Santos,IoT Development,2023-06-23,2027-03-18,16cacdc15edc26421243c80e867ed610cc93c820be902799a6b0f6e551692225,0.7939587089879804,922,0.7304480658874372,0.8501264181392982,0.8851470396144369,1,5,15.382647171053465,0
Salesforce,Ana Miller,Cybersecurity Analyst,2025-05-14,2028-08-06,9d2aec221d4c3450a3c501f71413b224bb8578b9a9f5755e071d60bd8f2435d2,0.6915670957078411,231,0.8296047315770596,0.9257275594115089,0.7848365837369309,1,5,8.768928988278828,0
edX,Karen Jones,Big Data Analytics,2023-08-25,2027-11-30,bad9f943a74f72af3f08c167c5233e292eea4992f3a3b032780f8373f65f7157,0.8298915240689985,859,0.6909803063453527,0.9273743828744618,0.943254017768775,1,5,50.489022049488305,0
IBM,Yuki Johnson,Computer Vision,2024-07-07,2025-10-15,def08f0a717a9604ee858ca198971c91c53606b36a2e6c1abee6b40569a9c74f,0.955855971075377,542,0.764479437738177,0.8681181006313871,0.8927883261915326,1,4,6.884189215228325,0
CompTIA,Priya Davis,IoT Development,2024-09-28,2029-01-05,b42eb0ad3b39d05ed6a9aff8e62004556ca08672b0191526c141594b4d87fff4,0.9014045570167825,459,0.9909184395045428,0.8828423922927597,0.8365548589133317,1,4,15.55595133337394,0
Google,Wei Jackson,Network Engineering,2023-12-13,2026-03-10,bb702a3bb273e68f2ae84515644ab64fa5b14ff8b74dc6742c0888f9e56e658f,0.9352379518160073,749,0.873569157600497,0.9570006519889283,0.8833583781470157,1,8,15.6144131276153,0
Johns Hopkins University,David Patel,Mobile App Development,2025-08-23,2030-04-08,22e491a60b86b7c86d1830accde42523bcd2ad2c3b1a4ec0b8bebc61d0afeb33,0.768962966700697,130,0.966143928478239,0.8716172421687644,0.9000588457999666,1,3,107.05252003365193,0
IBM,Mary Miller,Robotics Engineering,2021-01-24,2022-09-25,bac781d124f073a384da350e43327343bf91b651859f6fb941d7cb363c9bfd3b,0.7494061700147389,1802,0.7936884199867251,1.0,0.9131627984091824,1,4,40.81138156110534,0
Stanford University,Christopher Garcia,Quantum Computing Basics,2026-10-29,2028-01-07,61e51290c1407e5356055db9e4405f3ed5a93fd0dc91631077edbdffcec2fc61,0.461,-302,0.3627,0.7843,0.2426,0,2,26.96,1
Cisco,Ana Kumar,Blockchain Development,2023-01-17,2027-10-26,dbf5bcc05a72fe77b5d85f91c2cc44ed25083ae01d72a64f4083868655241eb8,0.712719611346964,1079,0.9781284200289171,0.8781909277859775,0.8327949017261428,1,5,29.306383248626055,0
Cisco,Barbara Mueller,Data Science Professional,2023-10-12,2027-01-13,ad06355594b589073e205321167dce6a7a71898ae678a70de62a2dcc27a2abf2,0.5717063111275715,811,0.6448651612682096,0.950833198823556,0.7723626196963649,1,3,1.0202945538477528,0
Harvard University,Barbara Miller,Quantum Computing Basics,2020-01-16,2023-10-25,98864f647ebd4058bed1bba4f4d5ffaba9623da023a552c309b5659b98f45062,0.7758087554097136,2176,0.8221842306315001,0.9660945004474147,0.9331375408865966,1,11,0.7864563697465949,0
Salesforce,Carlos Chen,Project Management Professional,2025-05-17,2027-11-08,2ade44ed2c73d897eda2038a5cb80d0372bb2af4153d827bcc4b252ff21f219f,0.7666115740606688,228,0.7360403212340766,0.8660349443918253,0.9429854179085745,1,6,14.32115603310605,0
AWS,Wei Thompson,AI & Deep Learning,2025-01-27,2027-11-16,3525583bc002cfb220ab29bc6ab951f34211a9fbaaeaed8db6901e58698803a3,0.8857870415341169,338,0.7935648902718306,0.970433958968405,0.8123845329862681,1,6,39.76980112944795,0
Columbia University,Susan White,Data Engineering,2023-08-26,2027-09-08,598ece048f57db30fc8bef3c1259c8785b758a314b3aca40449e485f03ac39fd,0.5750930666618542,858,0.657525294996228,0.9245792869346882,0.7273674502687522,1,6,67.9648367247628,0
PMI,Priya Hassan,Project Management Professional,2022-12-07,2026-08-31,c712f36bd1ef4db66c68e18220b67e6d44bc7306209f9ed1724a7aabfde13d70,0.9335342647666747,1120,0.9272231725727056,0.922471954090998,,1,9,27.985735428339538,0
University of Toronto,Mohammed Jackson,IoT Development,2021-11-08,2025-05-12,58dbd86a28e5d0ffdd9936445e2638cd6b9f4bd075f1efb722ad2fd84a2e2509,0.8068025254400899,1514,0.9088580368362501,0.8521766191684553,0.9658474999242823,1,11,16.02616507093075,0
MIT,David Ali,Cybersecurity Analyst,2023-02-03,2026-12-18,cc7691623ac5b53ef4d0ba35d12b8fe3d315726f4af8549c3045b1a544407f6e,0.6686782264067958,1062,0.6869748245589967,0.9152296501284719,0.9840408019655361,1,5,47.587228271694116,0
Udemy,Patricia Thomas,AI & Deep Learning,2020-12-12,2022-01-17,d4cb08a854ffb8b805203539f0b6737d49162ffe37a01a41f1f7b79821d3d3f6,0.9365223053721715,1845,0.471707933527754,0.9379605850074735,0.8878080576463093,1,7,40.61479247204851,0
ETH Zurich,Sarah Patel,Cloud Architecture,2022-05-18,2025-06-05,f15fc15b12be0cd641364350440940483d8d8f9970e60adb63d2544a026ab34c,0.9527741068681519,1323,0.7269803157686611,0.9554667913290313,0.8729710016730539,1,5,14.045633157330437,0
Columbia University,Sarah Martinez,Natural Language Processing,2020-05-01,2021-10-23,bcaea42d091ed6e8ebd5299e6a0dcbdf0cb24b8042ed4697aa941392fe324269,0.8735794244567028,2070,0.9875772010338684,1.0,0.9238827616153815,1,7,21.11102638131573,0
edX,Robert Taylor,DevOps Engineering,2024-08-19,2025-12-03,5746779e3bb1d224edd0323fad7b378be8cab3c7b38453b0054d721b4db332b4,0.8769253020017514,499,0.7785998056492429,0.9626428219700883,0.8590341256849032,1,9,18.28919524216228,0
Microsoft,Ana Mueller,Cybersecurity Analyst,2024-11-17,2028-10-09,0632ff5aac81d6123329c68eaa976aed53106eed1f89867fd15b81418125d0da,0.9818124480323726,409,0.8898188242665762,0.9244152984764862,0.7978948215346927,1,6,15.118469661182905,0
Cisco,Priya Harris,Data Science Professional,2024-01-01,2028-10-01,98070fd86d809acc8c8a8c7798b276e2de777820f3dd6f12a28677fdde50546a,0.8744900300673457,730,0.6880621393514638,0.9294270426453635,0.8565881560000583,1,9,14.645995548395513,0
Oracle,Patricia Rossi,Full Stack Development,2020-08-11,2022-04-01,7fa7dfdbaaeadee346b6306b6d8f1ae3af26c828f06b31399e40854e34a5ed84,0.7443059949661843,1968,0.7854448895355587,0.8764700069858149,0.7525894885936654,1,2,4.687145797919133,0
Stanford University,Linda Garcia,Big Data Analytics,2025-09-20,2029-02-08,a2901b28ed7a76cf78245d2123c3ee19cb3575aa41ebc9d7eb7436d75b7ee7ab,0.8005460807636419,102,0.715371850175749,0.9696339352674269,0.718411040184258,1,8,53.38050687244699,0
Oracle,Wei White,Cloud Architecture,2025-02-11,2028-02-03,7a4b3a7b89bc7362fefed59035873dc13457eeb39029915b2539f2b4e915329c,0.6819823258528774,323,0.8695142827383955,0.9131493855718131,0.8403995637489164,1,3,60.7359289754497,0
PMI,Susan Hassan,Computer Vision,2024-06-05,2027-05-21,6e116fe1c6896bc3fcd82149afb71f84404e0bcafbf03103afc5d1fb2791954c,0.8366200689602449,574,0.7620732219845621,0.9045282021303787,0.6063031683262871,1,9,34.102232113928835,0
CompTIA,Karen Chen,Business Analytics,2022-04-15,2025-06-09,08b22fb5acd398aae1496747cd5e0328e97287939a8f13a3f32f26a7fb2424c5,0.77529726661947,1356,,0.9391677907284701,0.9479312753615909,1,7,10.932685137381005,0
edX,Susan Kim,DevOps Engineering,2020-12-24,2022-06-20,359d18370b20076bf67a3a414861daca1689b2c60e9df77afc8713bbede25c00,0.8179628882748431,1833,0.7213912652871707,0.8705171995510959,0.8110240525339172,1,8,23.217955348942844,0
Adobe,Priya Harris,Blockchain Development,2025-12-01,2029-05-04,7354cb862c889eade655e0d640f211cf75fbf96593a93be283e720d23d8d37c3,0.7346492333959151,30,0.7911355668617712,0.892506669522223,0.9905510654741144,1,8,12.440969770513501,0
PMI,John Williams,Natural Language Processing,2024-12-28,2028-07-05,ba52ea328f35ceac98b3cc75ce3a1ec76a4bb95dc3f6c2cd71c5ec1a579549ec,0.7064591495840158,368,0.7157420280824244,0.9114700604974605,0.8088162328893905,1,2,72.35983790835631,0
IBM,Patricia Patel,Network Engineering,2025-02-23,2029-01-05,cf1ed05af07c3672282cb77bccad299516a312ac155d7161a64b5c30ae228e2b,0.9391347294996308,311,0.6609259951649593,1.0,0.8944211901850853,1,8,14.029007991849914,0
DiplomaMill Online,John Kumar,Data Science Professional,2021-10-16,2022-07-05,6f3cb22b5746431679f4c25602efe78ebab0fc0174e26d3ea320f069fca14a74,0.4097,1537,0.192,0.9606,0.1854,0,2,71.33,1
Google,Patricia Ali,Data Science Professional,2024-08-19,2027-07-20,870d996a04cd5a4c957fc12afb4cc9f9201a8a46b9c63610b3036f70ae69bb55,0.712251934286058,499,0.7131585856875234,0.9430994178750005,0.8299430106539635,1,5,114.3139308129671,0
IBM,Yuki Chen,Database Administration,2020-12-01,2023-09-17,f91186216433a9e918834823e192f747e32390d4f05a2aa7f9d3c2e035ecccb4,0.8302814278982005,1856,0.9430782743191347,0.9252048952623069,0.835860644518043,1,8,10.803022963849015,0
Adobe,Michael Davis,Cybersecurity Analyst,2021-06-07,2023-02-17,c21f984b78d290a0a96033e579370af5d36f345cfc0cf36deec19dde1920ebd5,0.7571611787706305,1668,0.8001884617742729,0.8726701067008118,0.7783531586774061,1,3,14.816071903737589,0
Udemy,James Kumar,Big Data Analytics,2022-05-14,2026-03-06,b5de5ed9ccde23b8b14d061b332cac348d4804fbb5db07f1ef0f92fc8a5e9669,0.8452905566468455,1327,0.7937415719330533,0.92820512609375,0.7720076471947743,1,7,34.90498578290427,0
Google,Fatima Miller,Full Stack Development,2020-12-23,2025-08-16,09d3e74e2430f65baacd25f50a6e932d52948b8716dad13d3010b4b4b93b4deb,0.8065914439492347,1834,0.7110132251037699,0.98418935568878,0.916305674309649,0,7,52.432702989764884,0
Google,Jessica Hassan,Computer Vision,2020-01-24,2023-06-02,188eb6841232f6aab2cbcf963fb3b9e3452859a24913d6b64b0caa524307eab7,0.7731242781099439,2168,0.8861283897653844,0.8745810937541764,0.719977737130918,0,6,10.07285940862435,0
Columbia University,Fatima White,Agile Methodology,2024-08-08,2029-04-09,1d91e247d5ddd4d700780d6ca0df45957bc58635010a5b269d201df38e9d523d,0.9110384446929357,510,0.9025497160436435,0.8227037958199989,0.9876873653091868,0,5,12.249189952857387,0
Coursera,Sophie Brown,Business Analytics,2024-11-13,2029-07-13,674c6fd308babf90cc62d32737b4bbdffb8c6b1c2d7228f7a34c768fde0eed8c,0.7286638890037263,413,0.7655527294092622,0.8827632187077412,0.8669793100874076,1,4,16.647758915869396,0
AWS,Patricia Brown,Cloud Architecture,2023-08-01,2025-01-21,6019b7030a05c25aec24a68499f0d348a87c3bf11696248de966e604a8b2ec43,0.7127175284704742,883,0.9699284609847154,0.9382717665129627,0.7557626736219335,1,5,47.17215375691756,0
PMI,Joseph Williams,Mobile App Development,2024-11-06,2029-05-02,f15918ebf2971908edd06f898410130ba75885b62f12a29aad53734b15ab306f,0.6826120913283956,420,0.951928473937097,0.8258607558942895,0.9867282762283828,1,4,33.919266384784905,0
IIT Delhi,David Kim,Data Science Professional,2020-11-15,2022-03-10,8352b3c304ad1ddebb0ae977fc8ccd86e9e3169ebfbfa7913518aa72937593f1,0.8080270425010787,1872,0.7046352741093405,0.9199256396977203,0.9690981826800201,1,10,1.4157325024244385,0
Oracle,Patricia Kim,Business Analytics,2024-03-17,2028-08-19,98d62580c6da2b4231e3df13fab7f9404bc9b091f91d24d7dcfea25d1def123f,0.7847540961278198,654,0.6131851451280234,0.9673318727873881,0.9442254300076492,1,8,0.3338517110884506,0
Harvard University,Linda Anderson,Data Engineering,2020-11-22,2022-11-04,701b79e5257e28e688c8c752c7abf739d4e7cce066251e203cb3b772a1d02d56,0.8370278089557865,1865,0.9689457742034275,0.9252235977443938,0.8214159311652032,1,10,34.11194511757421,0
University of Oxford,Yuki Harris,AI & Deep Learning,2023-12-27,2026-10-28,8c3ef1c32a28339947dd4223115add51cdb01defbd63c2f9073c280525c653a5,0.8204176578914633,735,0.8161570037766837,0.8925914194173471,0.921595076295096,1,8,34.44623998518579,0
CompTIA,Sarah Thomas,Robotics Engineering,2021-11-10,2024-08-15,96ef59eeabd7954bb32ce22f4aed949796fe1510cc5b3cf13ab87365765cc684,0.7636865604159946,1512,0.9714889586385889,0.9679011706349963,0.8284961179022976,1,5,5.832762791820557,0
Adobe,Sophie Williams,IoT Development,2022-04-21,2026-08-28,dfc13f6f38b47ae620bf9000bd1dd52523647332ef78b93db5b6e24358b56a59,0.8381264026095984,1350,0.8035177147807194,0.914008454063575,0.7984182777453517,1,6,39.798192960827244,0
University of Oxford,Sarah White,Network Engineering,2022-03-31,2027-03-15,f7f5e1d0ba1848d098f478c129b1ddab2b537e1c8a3c34b5e548928a1b09c4b2,0.7150296126605105,1371,0.9519981197062454,0.9962806546840731,0.6864540288011497,1,2,39.87293310415121,0
Cisco,Jessica Johnson,Natural Language Processing,2025-03-02,2026-11-01,00b4f57bc07c9a09a8ee94d6cba90a4eeee14d200fa47d5b98d802bd319201bb,0.1453,304,0.3214,0.6398,0.09,0,0,248.21,1
CompTIA,Thomas Harris,Cloud Architecture,2025-05-04,2029-01-30,5abb23391bbdfd9fd368345a9c70dd72fd74c2fe59e335221d479da3e38b6d15,0.6084224192196315,241,0.7114901720956405,0.956293695109803,0.9578233288405363,1,10,28.40549821658746,0
TU Munich,Michael Thomas,Blockchain Development,2022-12-31,2025-05-02,9614580d41f26e78018378084deb7a4080d8af823eda5b0d806095f47009630e,0.7133823992855581,1096,0.7681436965042109,0.9422664081087789,0.8774703529625832,0,6,36.37225362878392,0
Udemy,Michael Johnson,Big Data Analytics,2025-06-18,2027-07-21,3460abc1f1d9347fb72a54b20f3f569690ae826d79d335e92e1aa10f00c52657,0.6530203718474628,196,0.8927413832668113,0.9419927315481444,0.9129219650245805,1,7,31.083513527136823,0
Johns Hopkins University,Sophie Williams,AI & Deep Learning,2022-02-01,2024-06-22,dc0790f303cfd608bd80e9039ffdacd4b2388902d225dbd8b46dc1fbc0885d18,0.8355901399397582,1429,0.6498036971843877,0.9768661896644081,0.8039143903391424,1,4,28.346091288233733,0
Oracle,Richard Thomas,Machine Learning Fundamentals,2020-08-24,2021-04-22,9a9fb37ebbc0a7b190025bd60ae223df527a45dd5d503eee0b98b8967a2bc377,0.0924,1955,0.1984,0.5474,0.2843,0,0,18.72,1
IBM,Thomas Brown,DevOps Engineering,2020-07-27,2022-09-10,5c5b20a778012e25a016e3a8c1b7cd42f05308dcb4d0beb17df0863a5377535c,0.9295992072814739,1983,0.6682028094538095,0.9486546295634868,0.9446116747270771,1,6,109.78694040708397,0
InstaDegree Corp,Robert Rossi,Full Stack Development,2025-10-27,2029-11-10,c1dc46b1093f160b58e7820521e947d2dea6b32ff51ea2679c755b47ca46d1b1,0.2922,65,0.3085,0.7709,0.1623,1,0,48.27,1
Oracle,Pierre Johnson,Full Stack Development,2022-10-08,2026-01-13,ec9397e92042fc3c4b1debae0eb4ef4a57f0553f9b13741cb81ce1705f01e547,0.8702822938257853,1180,0.7403737935650108,0.9170142733347988,0.9687457002799337,1,4,74.73968141391947,0
MIT,Sarah Harris,Mobile App Development,2025-03-23,2028-12-24,ac5cb9f94c743b1b91aa154ece48f3e2b91915d4cdb0d1d0e80268388ffb1610,0.913947802354342,283,0.8503568267878481,0.9294877013548718,0.9564766480094433,0,7,29.86325595262541,0
DiplomaMill Online,Susan Thompson,Big Data Analytics,2021-01-13,2022-07-07,0b6df6e1560d656a6629c72bfea4499e0e47e06f3ef5e1792c6ef4e7fbcca1af,0.4687,1813,0.2983,0.8961,0.1227,0,0,663.56,1
Columbia University,John Jones,Cybersecurity Analyst,2025-01-23,2029-06-07,6cd2f452d84b47dbeb379bc0a3cb01cceee54c7aeb3331c877161e86b64b7164,0.9668959521697863,342,0.8856814816189177,0.9054411309264723,0.9705175213480871,1,8,16.26949255347429,0
Stanford University,Jennifer Jackson,Machine Learning Fundamentals,2025-06-29,2030-03-28,93d08e346520b550f282e67956111d2beeda711b1e601cc1f257fdf719b02a00,0.9202201447064938,185,0.9150236270877552,0.8464532724604585,0.6301822658915279,1,3,2.173101569414851,0
University of Toronto,Mohammed Tanaka,Blockchain Development,2022-05-17,2025-09-16,0e2bd9b6a00439affa27c881b13e1f7a97ff7eb093a3774e0fa6f2235c71a5d0,0.8963720400272002,1324,0.7143734286756303,0.9062118378495411,0.9881192906710178,1,6,28.214307444333393,0
TU Munich,Carlos Martinez,Data Engineering,2022-09-28,2024-07-30,f3f6a617e6abebd9d55fa6903d880f91193ff4afe6b4573322b58808454a8cb4,0.8788640638430503,1190,0.9449814531494621,0.8678018018724034,0.8722500591420618,1,8,0.5908600084524964,0
edX,Richard Davis,IoT Development,2020-09-20,2023-05-14,e472b6701d75ddee5b0e5a56b6f4f9d5241564d10c8f302abd14f55608acda93,0.8157303521707372,1928,0.9744775471105686,0.9878969656729394,0.8585296802511638,1,5,11.623492315221805,0
Stanford University,Pierre Garcia,Digital Marketing,2023-10-21,2026-08-14,4db7e74647e2bdd9eb86ab76b71b78f141fb5bfca9c4920741ac2c8762e913c8,0.8131742755449525,802,0.9579757208193626,0.9510193855129857,0.803448530035096,1,3,46.941934592790865,0
ETH Zurich,Elizabeth Davis,Computer Vision,2021-03-14,2023-03-10,6bfb2471c8b0470afd240ebe66a7bbb5eeca04e0b28974a3f1a9def95dd4a03f,0.793235263464306,1753,0.7089209628752726,0.988127510890848,0.8721707279576965,1,10,4.890319306164727,0
Adobe,William Johnson,Big Data Analytics,2023-04-25,2025-11-20,060f4130c175e5b1d8d5aff9f8233f667aa823b7c166669f7fb763dac5c2ba2b,0.0455,981,0.2041,0.7069,0.0713,1,1,30.22,1
edX,Mohammed Martinez,DevOps Engineering,2023-12-02,2027-10-06,66827d0b67b201a445d25773b8beead765208b90d9d13ca168c3e90ce832b947,0.8336509406792084,760,0.9076806832265837,0.8929074752501222,0.5694810448781971,1,6,14.171789407612223,0
Cambridge University,Susan Harris,UI/UX Design,2022-05-01,2024-08-15,4b7a100f741cb1f1bbd61bc5af66af01a69bc19ccbeefd25069e7d3e0fb78935,0.2537,1340,0.259,0.7326,0.0346,0,0,39.59,1
Google,Joseph Patel,Quantum Computing Basics,2021-12-20,2026-05-22,53dc4d6a3496573c862a95eac683af8ca789f4aafecc0b5fff084732218704e6,0.895492467046839,1472,,0.8547963535619247,0.8330782325657836,1,9,12.414632025503542,0
Stanford University,Yuki Miller,Agile Methodology,2024-11-28,2026-05-12,2947daf4cc53b31f748c8fc82f1b7412d7a8dc985dee74d17357def26882f71a,0.6137404036317049,398,0.8995790776385318,1.0,0.9261730329920623,1,4,0.0002612650670547975,0
ETH Zurich,Thomas Rodriguez,Business Analytics,2021-10-19,2023-03-11,777526e207bc3010c03a4c5c70f556b585efb7b7e65fff58333cae2429991916,0.9238780726228644,1534,0.895548059159652,0.9491956263491284,0.7583938334857679,1,7,35.977347096121804,0
Cisco,Barbara Tanaka,Blockchain Development,2021-05-14,2025-02-12,69e6612a1e22c36dde949ef3e38bd7ba00abd2b2cf1a43b9403918538aac5847,0.43675079495115693,1692,0.8203307256976251,0.8662620895148075,0.7212431439261077,1,4,2.948273109155912,0
Adobe,Robert Patel,Cloud Architecture,2020-08-31,2025-01-28,e9c1ce459b99e7a3d978a63b66c42530313c3f758076e5d8f9158e5d19e8c57d,0.9050749679633003,1948,0.9354252632781677,0.9455302075514016,0.8965898228094296,1,3,45.05024710656808,0
NUS Singapore,Elizabeth Thomas,Quantum Computing Basics,2022-10-18,2027-01-21,2ac6de2979c982a337cf8233cc16b4d45e3f0bcbe622fd076d243f73633347b4,0.8927550616280657,1170,0.7178079978953953,0.8327070605176602,0.9002650817402321,1,9,25.764201924003697,0
IIT Delhi,William Wang,Cloud Architecture,2022-10-25,2024-08-04,0693818e6cda7c4dfcc2ef809be5b4c8062c053bb714b3da24089fb5f1ad7bb3,0.8302691749992922,1163,0.8684819086763284,0.9759093504184181,0.9219758634030816,1,6,26.375729228299658,0
FakeUniversity123,David Harris,Data Science Professional,2025-07-26,2030-03-03,d949f488b84e684c3db9fae34d92ff5473d05520340efba4f4651e666a3c4d6c,0.2322,158,0.5423,0.7559,,0,0,411.44,1
Coursera,Christopher Thompson,Cloud Architecture,2021-07-05,2025-08-14,750e42c11ed33191a536aa2dc6e103ae98bd424898a19eb63d46c3320ba54e09,0.9742664524686332,1640,0.8720081324783042,0.9198593141842852,0.7751693354514673,0,5,0.7966073724790158,0
Cambridge University,Yuki Kim,Project Management Professional,2024-04-15,2028-01-23,b576f76930a59b31adc136d344391d2c281becaa09c8abca905eb6dd0d5e5a0f,0.8654713635565021,625,0.9678162819622818,0.916610892843707,0.7947959941954444,1,9,0.47484521899740106,0
Harvard University,Richard Williams,Quantum Computing Basics,2024-02-21,2028-04-14,bbe649a4c13836d367537c8adec8faf3b71c4b657a3b7d6a6786348316cc3424,0.9164944066376752,679,0.8810923998322108,0.961851644684622,0.9548083939051943,1,3,3.67324325682311,0
MIT,Jennifer Harris,Computer Vision,2020-10-17,2023-12-10,71d9425baea060891c1a9db6d7bf9997b8005212f2383841db9c2c4fe2470426,0.8612532470101907,1901,0.8913232063929004,0.9143180213997434,0.8983858234508829,1,7,25.688469850601592,0
NUS Singapore,Sarah Brown,Cloud Architecture,2021-09-18,2025-10-23,2e66480f5f2d219cd4f4adf0ba0bc2c174015ddca1fa89376864a0e92efddcd5,0.9213753329344354,1565,0.7007075304120678,0.9381594315470634,0.945099781569283,1,6,53.77360858815391,0
TU Munich,Susan Tanaka,DevOps Engineering,2021-05-29,2022-12-30,cf912bdbf16cebfc7ed5497415bb275240dfa85fe1f46884f0ceef3ef41fd6af,0.701382802341189,1677,0.9643568887387568,0.8420505775359568,0.841666800575295,1,5,33.249048242159176,0
PMI,Arun Santos,UI/UX Design,2024-11-29,2028-08-09,2e65b216ac82f108cb944466eb7adda4b16d306cc7296384f5482ca04e1d0d18,0.925170530370515,397,0.8643223550341876,0.9364674692662199,,1,7,67.11397770101192,0
Johns Hopkins University,James Taylor,Software Testing,2020-12-25,2022-02-08,ad30aff61116fdab04808e211d6304bbcec8b4a9676fcc59dc457c0cbecd1049,0.8004238466417354,1832,0.7341277178819997,0.9081496550006358,0.9749478615051647,1,6,3.474462834095708,0
IIT Delhi,Jessica Davis,Natural Language Processing,2020-08-13,2024-08-15,5e3b233502c90e82e2fce7a1e6e812e2cc808cf6951ea5830bcedae6b3819825,0.8035171799238352,1966,0.8034190581893172,0.982392421599782,0.9154174851033677,1,8,16.233793867417933,0
AWS,Thomas Mueller,Robotics Engineering,2020-02-04,2021-03-27,4ba6bcf4ff70642bb5c55e564dcaf8c3b9660a3bc683550df85321a0b5b77f9a,0.8669410963785128,2157,0.9234667338978437,0.956079120752629,0.9940039434396558,1,5,56.612709142120295,0
edX,Linda Miller,Robotics Engineering,2022-02-17,2025-07-10,34562f6c65a8467c5daa652674e3f4fe9935539bf66134ee5d7827864154626b,0.8372256235033738,1413,0.6020549916468747,0.9533742690475727,0.947800304874878,0,4,4.509199558763654,0
Microsoft,Michael Taylor,Project Management Professional,2020-12-23,2025-11-30,d7890529428b8eab7456f9b6a978c07ac8af71b10580b66f594d62254a46fe31,0.9126188757852789,1834,0.9782518103742195,0.9241265360568829,0.717064946546532,1,9,111.83094031574822,0
Stanford University,Mary Hassan,Full Stack Development,2024-09-28,2029-04-04,9d51137f6f8e10e2c29fa9f9f1c23aeddf43d29b4f12758709abd94ce62a1d15,0.7576433875066151,459,0.8461674315946348,0.8519797857404853,0.9635726018893428,1,5,4.307589919595765,0
Coursera,Susan Ali,Mobile App Development,2025-02-13,2029-02-20,bc26b706eea40cc97248fe5c5251210885c6c4d5ccffbfb83d363d29e8debcc8,0.8281421067363045,321,0.9711779001630084,0.9514778638078776,0.8698168392043154,1,5,32.07127917063191,0
Coursera,Robert Chen,AI & Deep Learning,2024-08-05,2028-06-23,5b80435905e3cd6e1f9385240eba884993498f70f0483ec8b5dc4d79d78fc260,0.8555503701199371,513,0.8374192116712479,0.9472798745404267,0.9125075288155285,1,5,34.861598279560454,0
QuickCert Ltd,Yuki Chen,Cloud Architecture,2023-01-24,2027-09-07,5116f5364705b41a1a4f25fc8bf4f15004609982a36d38ad02886245a6592ebb,0.4873,1072,0.0855,0.6908,0.1838,0,0,280.43,1
Coursera,Ana Taylor,AI & Deep Learning,2025-07-27,2027-02-20,d5775216e67dd777588dd50c6339988e5f4adc4fa8a1758aa88ed47414bc0bf1,0.9015334074597474,157,0.6359275826014517,0.8910141483230113,0.7591105199769446,1,7,12.400800584842727,0
CompTIA,Thomas Williams,Agile Methodology,2025-09-22,2026-10-04,d2b12eef33f27d7663b5b844cf16bb0bee0063ac6b2b28c9df4dabc26fb1c131,0.9529394096531767,100,0.9358714067899756,0.9571862699000296,0.9737564513067248,1,5,2.099720262026121,0
edX,Carlos Thompson,Agile Methodology,2022-03-09,2025-06-15,aba377f60fc1bfccd1443183a3ddc90db6dfa875fa9c1d51fb503410c8694601,0.7968326621751516,1393,0.763958808262225,0.8949836083256052,0.8469550051456985,1,4,47.340767030312236,0
Coursera,Sophie Thomas,Network Engineering,2021-03-20,2025-11-10,4ca95117372335fd528bce4c04d7edd05667670b2ead7048a8e1c502f9631d1b,0.8542552498589298,1747,0.6957359204993927,0.9281513149678527,0.9489172263453937,1,7,12.944161258326298,0
AWS,Thomas Martinez,Cloud Architecture,2025-02-28,2026-04-09,208b01133cf6d056347cf62cfbec13f59837f510e113b31470850801e7a8cdb9,0.814462154612365,306,0.6393277627390175,0.8780522914878779,0.8937784083297694,1,2,55.22497976975801,0
Coursera,Patricia White,Digital Marketing,2023-05-20,2028-03-04,0d6f058cf2f400322b19aa1ff08d190510900191186069155c0ecb8ac4c47cda,0.5824762711392069,956,0.785633028224993,1.0,0.9402050953321904,1,4,6.519017053162599,0
QuickCert Ltd,Fatima Jones,Natural Language Processing,2023-05-03,2026-03-21,507a0362,0.3278,973,0.1438,0.8516,0.35,0,0,106.39,1
Cambridge University,Christopher Santos,Data Engineering,2023-11-03,2028-04-22,1d7201a1ee917223658d5ea3639494fce84906b4defaf311677cb3697bae9857,0.9332507961610702,789,0.7568417526225469,0.9268423474717586,0.94505342427444,1,5,30.490637769959502,0
CertForge Academy,Elizabeth Williams,Computer Vision,2020-07-18,2023-03-31,9a75c7259f,0.1093,1992,0.276,0.371,0.35,0,0,36.62,1
Johns Hopkins University,Pierre Anderson,Machine Learning Fundamentals,2021-07-20,2026-05-08,c952cca9ce9f06cc5cadc8944084f39bd38e5a0511f4e32317d6fa7d5e27cf7c,0.8424195489531363,1625,0.8546890507105863,0.8271191538549223,0.9137107893234133,1,8,10.036469860546894,0
Oracle,Sophie Anderson,Cybersecurity Analyst,2023-04-24,2025-03-08,2ac3faf00409c02798d429303b58b8b7a87108339b5e07bac581b2b4734bcc55,0.8703079078494582,982,0.8122521240061281,0.9578523158087914,0.6441794390506179,1,3,20.424871993729038,0
CompTIA,Joseph Brown,Machine Learning Fundamentals,2020-09-30,2023-12-30,78f4d39b24cf7cc95920a6fb319a2a51c74a2de86dc74454ffa28bef85ef0f9c,0.9370228964166002,1918,0.6529759359872526,0.8928755564835876,0.8883795771950205,1,10,1.5479921628666968,0
AWS,Joseph Davis,AI & Deep Learning,2023-06-23,2026-02-27,b7517a35bd8e8c9899a5bac2eafbfca98b83221c3994e2dd3c463ddec0a24f68,0.8615550353691814,922,0.7522627242057385,0.9447244656166002,0.9620271554800014,1,5,74.61523217916573,0
Cambridge University,John Williams,Full Stack Development,2023-07-19,2026-02-17,454c8a5a798f401f009382ee971772d03a7c961e38a662db945a38be3537b1bd,0.8598127779306677,896,0.7572023700463592,0.9165771559275862,0.9514427221381377,1,9,24.803755756991993,0
ETH Zurich,Sophie Taylor,IoT Development,2020-03-02,2024-06-03,f9b9644282e9a293989dd56f5f4c044ddec2b54f55fbad3724e78de55d5e6d9f,0.0308,2130,0.2103,0.6397,,0,0,161.25,1
Stanford University,Susan Kumar,Full Stack Development,2022-03-17,2023-12-15,dd768c89903c48a160f3b1046e5ff8666201a8f6c2af2b7d7aa478f07600a6da,0.6020606405220095,1385,0.7595214145851271,0.9237148857821283,0.9800657583802451,1,6,62.156313269906235,0
edX,James Patel,Network Engineering,2020-03-24,2024-08-02,c3578139ef6c8f67190dd6fc31359fbe03fa5469a0f037a463fb50d64a04d41a,0.6981782219421523,2108,0.8604389738092644,0.8783405711419798,,1,4,70.92377217467725,0
Columbia University,Robert Brown,Big Data Analytics,2021-05-01,2026-04-27,dad695006bc73fcd6e3342e9fa0478f7e44775f26a656b990182a15c0fcdfe8e,0.8696523114417433,1705,0.7174038326175716,0.8878313943205943,0.8884239072924651,1,5,22.145706721348404,0
edX,Ana Miller,Natural Language Processing,2025-08-26,2029-09-19,a1426d9add3688248f2ea377393fdf8a39216e2ede84f71c6f3afc34d3ebfdaf,0.7763261165357723,127,0.9139224927891674,0.8442338778591918,0.9913475710568674,1,6,49.29130882842999,0
Stanford University,Fatima Martinez,Computer Vision,2025-01-06,2026-12-07,459be36b5ab73832d427568de61e7463f10f5769229dd6c9248a60775cfc28fc,0.8007604296660854,359,0.7934453595344215,0.9090899017661059,0.7624772970475115,1,5,10.055259204651922,0
Google,Linda Ali,Blockchain Development,2023-07-27,2027-07-30,4a80db8656d411edb12f1996dab4616f21f9393317fd299f807459cd42235fe0,0.9122358267130282,888,0.9099969364269684,0.910586327602041,0.8630127915887446,1,8,24.52154746163397,0
University of Toronto,William White,Quantum Computing Basics,2024-05-31,2025-10-30,005ff0bd5104aab341cfd3b0565616ba91fb239099fda86b839ac2a2af081b8e,0.9656237010002685,579,0.9156703719863979,0.8836731170025242,0.9054535968171941,1,3,40.2253947225997,0
Johns Hopkins University,Christopher Kumar,Full Stack Development,2020-03-22,2022-09-26,1cda1201a4675ae353228d66323edcf3cae87c1ee7da28f74e68ad0d9c36bd7b,0.7975781253821538,2110,0.7490504449828362,0.9481240974064924,0.9656113656655001,1,5,1.2589654435464483,0
University of Toronto,Mohammed Rodriguez,AI & Deep Learning,2024-02-17,2028-07-08,2324ea036956ed1e66e1bd0faf2f03d3984a4fabcdeec972cdfe6ec0eaddb83e,0.8645699063586446,683,0.9213903188441817,0.8226543333630312,0.9418017940049445,1,3,1.2605299686864155,0
Udemy,Mary Chen,AI & Deep Learning,2025-11-25,2027-09-25,f73fc9bdaaa36ea443ee5e5180591e6c8200ffb315aab0882c5a0cce55d78825,0.8607341671970504,36,0.830944888137143,0.8866784156199324,0.8792631767090662,1,7,1.2136006378978657,0
ETH Zurich,Joseph Thompson,Data Engineering,2023-11-20,2027-03-07,4d71fbe9d71597e616bfc73714dd54cfd52556427232a169d4f5c76b99273e31,0.7470404050927817,772,0.9646795185300421,0.9219791695142386,0.9262200566644888,1,5,78.65999366182788,0
University of Toronto,Mohammed Taylor,Digital Marketing,2024-12-24,2027-12-21,086799081452aaae4ea6a4f081472408addbcb4bfe3627c3d72fc3d12e375cc0,0.941733990139481,372,0.5669931380898607,0.9222460466213712,0.8911790704865471,1,5,23.937382164875682,0
Johns Hopkins University,Patricia Thompson,Computer Vision,2023-05-04,2026-04-11,c63d48f7ef6bc8e0278e4c1bd1058e5b72fbc2b40110d928f38a452111175715,0.9498125515840388,972,0.8755175676041808,0.9774314053807363,0.8540068637629004,1,9,36.89902253597367,0
Udemy,William Santos,Computer Vision,2023-06-29,2027-11-25,efbc3620babf0eab3e5015b96f9b4c61ec35ac288182aff1cb3b4f75d79e27bc,0.8986267038270583,916,0.8845317304633644,0.8960463277906415,0.7710823921673806,1,9,22.288233260626882,0
Coursera,Mohammed Smith,Network Engineering,2020-10-09,2024-06-15,786d128fa84d5774bb03a1e3f06dfbf1db4a6c1dda567e10b5949a6c3d281e40,0.8246708460668575,1909,0.9440400274475966,0.9670828401076967,0.9543574120728832,0,12,24.339337822507016,0
Harvard University,Sophie Ali,Project Management Professional,2025-01-03,2028-06-21,10a4852902472d072ac1c1319d928d73ebfd140744b31edf7e4068abbe6cb288,0.8033619493320727,362,,0.9700316586536487,0.6579342762545223,1,5,33.433518699843184,0
Cambridge University,Thomas Brown,Business Analytics,2020-02-15,2023-04-24,cede695347affdf3dafb141e78c69cefb8dd8dad8821f2548c2e64b3ba1ddf07,0.9375034225465743,2146,0.7537522260508623,1.0,0.6864992381474326,1,6,19.914911532936756,0
NUS Singapore,Thomas Dubois,Agile Methodology,2022-11-23,2026-02-19,84b622d18369bd9baffc04f8f962c6335dda414916213d82d8440e5d4cbc2fe2,0.8745236666053189,1134,0.6619810409930741,0.90670080833509,0.9707362992599071,1,9,3.988326533217653,0
Microsoft,William Martinez,Data Engineering,2025-10-06,2029-10-27,b9ebf3b616d75a399d695428da368c17673c4b42943ec4d6e1f67c3ea361ed33,0.9680735458651208,86,0.988189862847072,0.9539358423345665,0.9549835107459024,1,6,0.817858629143477,0
Google,Carlos Johnson,AI & Deep Learning,2020-06-25,2024-12-05,fef4a0276cb86fa81b4b96434c36cbd588d16a61742d1cfd3353156b2e325eb7,0.6673024317117077,2015,0.8355159948719829,0.9296244126599504,0.7838990437055636,1,9,3.148478933069595,0
Cisco,Mary Dubois,IoT Development,2021-05-11,2024-04-11,b60ee1c11a9a7cbc657f6ac1c03df4ef823c72a486d0978b787a4779dea63d1b,0.8393330335360465,1695,0.888317102115387,0.9373504086339473,0.9613336123673177,1,9,50.34032902056744,0
QuickCert Ltd,Robert Kim,Natural Language Processing,2024-08-29,2024-10-28,48ee859ddd2cb66391aa62c25dfaa311901de4164c5b7af9ce2f711c11e6410a,0.2359,489,0.4,0.5342,0.0599,0,0,18.75,1
Microsoft,Jessica Johnson,Data Engineering,2025-11-04,2028-09-14,c36f7d51c866cf6ee8d10b085b94ae724c7af6e1a217567babb15247b9ede20f,0.7770269824150207,57,0.8749730624238707,0.8455483541829778,0.6706885014042527,1,8,0.30503995806429685,0
Columbia University,Wei Tanaka,UI/UX Design,2022-10-12,2024-02-25,9f73320416eb93ce68ac077b50a4ba130c037022e838df0622c5b23d84f68c93,0.9501412125113582,1176,0.9798987141832116,0.9274760580803072,0.7926830987697211,1,5,15.725567508479717,0
PMI,Linda Patel,Big Data Analytics,2024-02-27,2027-04-09,4bc435a92a8803f7fe9ff15aaa169424b662d530aee0e8f942c920abb7375c22,0.8250605289792249,673,0.881459904063921,0.9285802289790782,0.9798994480227287,0,1,18.14651631719567,0
Salesforce,Jennifer Hassan,Computer Vision,2022-01-13,2025-02-15,dc00a0ccda50dc4ae840643bf8ae35a5aadb275995eb9dfd3827375d2af49cbc,0.8191907944830895,1448,0.9461166810260798,0.8547573245680895,0.8333912261913305,1,5,8.000616974941943,0
ETH Zurich,Susan Patel,Cloud Architecture,2025-09-02,2030-06-19,40998b772d31260b620a04e41efb6344386aeb8c9a780d29ca4da82db6184e2a,0.8612251816707115,120,0.8777960198375255,0.8682384578590094,0.8754201440105822,1,9,37.239290091935416,0
CompTIA,Susan Rossi,Data Engineering,2025-01-10,2026-06-10,f70579e6a501002dcc28cafd68f7d2cdbbf55aa34fb6ca1602f6f79488b791a1,0.8857844212032645,355,,0.891523757767671,0.8161569114663852,1,6,0.9902683265616651,0
Harvard University,Fatima Brown,Full Stack Development,2021-07-06,2023-10-13,482d6c0ca2663bce35232d76dbb4ab822be4c8a8a31f6091ffb0ef6534360c44,0.9090682532666318,1639,0.8784235889666503,0.9070589661810051,0.971090815615146,1,4,20.349459616608,0
IBM,Sarah Patel,Data Engineering,2024-12-28,2028-06-30,0ea5baad2d75f8c9d4a72a0ba825d8b3f3d9d5a49919f723244fddae4072831c,0.7748494494953765,368,0.7549600401340681,0.9302382914171117,,1,5,4.083231187125346,0
Yale University,Priya Jones,Agile Methodology,2025-02-09,2029-11-22,4497bd65b1be071c8a9baf6b8054e8732ad643d3dee9c5cc2aec02e59d1d1398,0.6881824621182533,325,0.8847190856124543,0.894533255772703,0.7893641976287851,1,8,10.07688713716444,0
Salesforce,Carlos Santos,Cloud Architecture,2025-07-16,2026-11-08,a746b38c4f19a211bce1dd09d9a4b34d38d8343660fa77f013c0e600d2e4c1a4,0.7516834954803753,168,0.9467155883301313,0.9226700339984372,0.8835155490939235,1,4,17.107337357258242,0
Stanford University,Thomas Davis,Quantum Computing Basics,2024-01-03,2025-08-11,00ef1bb8b408d4ab182e60fa983291087918967824d664d4629d7e03fc8507d6,0.7569265646409451,728,0.87161314847165,0.8909872584416236,0.893071898485693,1,5,69.50265521909711,0
InstaDegree Corp,Wei Davis,Quantum Computing Basics,2021-04-19,2021-05-19,10cc5c920187f266bab436bb08a619dba6b9ea3ab9e514819601ac344f8434b8,0.3083,1717,,0.5719,0.0489,1,4,53.62,1
Udemy,Fatima Rossi,Cloud Architecture,2021-02-23,2023-12-05,9c2cbe6b340f0d38131150a1ec0311016b8b91302cbc2152f10daefdbc7f3e55,0.9418420152606446,1772,0.8094444003964564,0.8947615524836534,0.611562390840578,1,8,27.760448007102507,0
QuickCert Ltd,Susan Chen,Software Testing,2026-06-11,2028-09-06,aa1906bab6c9562ad2dce0b0c7f991288bce8764404941944da5b75993f23938,0.333,-162,0.4258,0.3054,0.3799,1,2,22.59,1
Cambridge University,Sarah Wang,Computer Vision,2023-12-26,2025-08-10,8e24f85529ea40b146f874b42873c8e34ffda66e86a3dfcc337f85ac16147c93,0.8178998595934951,736,0.9492768248226979,0.9295300682739799,0.9498812789605658,1,7,4.103495154636684,0
University of Oxford,Priya Anderson,Business Analytics,2021-06-24,2023-02-17,bcdb4ac94d2e3f868e776e631059ce20a59ab79c7c062479c6442fe4be501fa3,0.939061611269703,1651,0.72092705122826,1.0,0.6355177823499025,1,9,12.233328861004379,0
edX,Elizabeth Harris,Project Management Professional,2022-07-20,2023-07-20,d5c7253a0f19db0f6d18f1e1673a145d0e682c4f53c810ef42de534aa965b897,0.946043388633703,1260,0.9158663652708102,0.8656945465205486,0.6202104673727195,1,4,51.79886268648368,0
University of Oxford,Wei Jones,Business Analytics,2021-09-24,2024-03-19,f666f43a3eb339f8f8889fbe19c259fe3bb2a7f72d970bf2459525ad6db5d3df,0.870735844053875,1559,0.8521053193590574,0.929109275633789,0.893604074224301,1,7,18.423660133572422,0
CompTIA,Christopher Harris,Software Testing,2022-12-26,2024-08-14,19774505bded7f2a3f91e1829a81ab03c3bf25c72be7fe394c5ab5185fd374d3,0.4043425143847801,1101,0.8102807401940136,0.92778082003397,0.8004242798304059,1,7,14.495524248688069,0
Adobe,Christopher Johnson,Data Engineering,2023-06-12,2026-05-14,b001a0c235df477d03d1c13faa6871d0ad071098722e6d583932b1445bb24a93,0.715182926078679,933,0.6397280654996603,0.8443580424206356,0.912747539206052,1,4,59.38326163947056,0
Adobe,Ana Harris,UI/UX Design,2022-03-08,2023-06-12,728bc5090365fafe095e49e5640815510bda50e730c7a6088b275657dc70e5c3,0.9406343351562151,1394,0.8933498300169551,0.977970158710146,0.84657584729124,1,6,5.513401270622538,0
Coursera,Fatima Smith,DevOps Engineering,2020-02-12,2021-02-24,c465c430756334d84b4d42666afbf400ab73de49b3cf0b99aad8cfe865aa2a22,0.6635543644518692,2149,0.7815984614936674,1.0,0.8620608369384858,1,4,7.246267655277023,0
Stanford University,James Chen,Software Testing,2020-06-28,2025-04-12,0caa0dfbca0f4c641531e9e9e3c57d5234e6c5a49d2ca0c8f60871da5da8d4a3,0.6954234572976434,2012,0.9297920106551897,0.991796252744465,0.8586245124700106,1,8,114.22175758044503,0
AWS,Yuki Taylor,UI/UX Design,2023-12-03,2027-10-22,8c2b7462d08da127d2e3acee55e0bbb7aa8f38cc6e586cc43264c7b5856043c5,0.8955598326396955,759,0.9967019067442635,0.9423530678063317,0.8611709758788052,1,2,3.972118320270999,0
Harvard University,David Rossi,Data Science Professional,2022-04-26,2025-01-09,638001a717fdcbc8be5f9f5e38f32aeb512f8df8e4f712815e3aea89c3dfcebd,0.8870972176709339,1345,0.678587231071145,0.9962450759888348,0.7102997787104365,1,7,7.786237040184887,0
Harvard University,John Taylor,Blockchain Development,2020-09-15,2024-05-06,7d19ec6719f7bb9ce97be299d1b9a686de915384e32887aa1432751896e50bff,0.0155,1933,0.3405,0.5132,0.3417,1,1,13.79,1
Google,Priya Patel,Full Stack Development,2025-07-28,2029-01-01,ff6aa3f02e00c30402096d53b617057f1e784eb2a5c73b93d7269978590f8c04,0.7632919267754,156,0.7692221353097501,0.9163196460830321,0.7831185690877379,1,7,21.893625358840644,0
Microsoft,Joseph Patel,Mobile App Development,2025-05-10,2027-08-31,a4d00dba43aa558c2d1f672a6a24c975a102b27504309f1407173fb8c7f5d764,0.8639964812539617,235,0.9634446785920205,0.8901748835284002,0.7037578338462613,1,3,34.39724521184697,0
NUS Singapore,Yuki Kumar,Digital Marketing,2020-05-08,2024-07-09,991e45a82d9280563bec174bc2ab6d9ee5308f65a2fe328841214e7e6feb4842,0.9225791847952272,2063,0.9462101760192982,0.9143171578750481,0.9052994161075132,1,6,93.31017196812343,0
IIT Delhi,Fatima Santos,Data Engineering,2021-02-22,2022-10-05,d7de2085d5b6249b71aef770df8f2e4bca3806dae0f3c63bb19f795c0c7c8654,0.8941509509147554,1773,,0.8784805383809794,0.9475424312455628,1,3,15.715634050760126,0
Salesforce,Robert Thompson,Cloud Architecture,2020-11-05,2025-02-09,64adf9bbc873be3d8e6182055341781bacf576cb4252e0fbf1ee8170b73986ad,0.8181428645260661,1882,0.6552465574652134,0.8607581177148869,0.8683824428850411,1,7,54.78471864169664,0
MIT,Susan Thompson,Cloud Architecture,2022-08-21,2024-08-11,ecd0a279fd5335422bfe7dbc1054c56c836c606335ed8ae6acda83e444d5ab3e,0.9328532405932461,1228,0.8795546145787247,0.893062654769613,0.9118784434042627,1,6,48.18975183373948,0
IBM,Patricia Garcia,DevOps Engineering,2020-02-19,2023-12-14,adac8cac2d83786466d5011f83b6ebc3d6671351fdce5511e5ae574932ec0937,0.816836963641269,2142,0.9532662351515065,0.973524945290225,0.6514856870035252,1,4,15.724883302086054,0
AWS,Mohammed Miller,Cloud Architecture,2022-02-22,2024-10-09,620cfecce5d58c264e9ee1c7a53d4b0ab914ac941103ff50fe948063d41dd1a0,0.706791245763992,1408,0.9158762748191881,0.9608002479317814,0.9316025326019923,1,3,23.310015097273805,0
Oracle,Pierre Rossi,Software Testing,2023-05-24,2028-02-20,484d290e6951b01b185e8e49e1c08b3e7bd65791853540e6d729410cb1a9c886,0.8823174896748516,952,0.5572289399259686,0.9061564839265264,0.7671049643363795,1,7,15.268565380786962,0
TU Munich,Yuki Dubois,Mobile App Development,2021-07-08,2026-02-21,56353b5fca979b27071df6bc8144c7406988c7c45dbe83364051a63f7de8aea7,0.7121869398860751,1637,0.3460097842601334,0.9072308708455598,0.8934194181144985,1,6,44.385088341019944,0
Salesforce,Ana Patel,Blockchain Development,2025-06-16,2029-05-06,80cf571f0021f682d957ed6f744d36140aeb3a0a1f4540b4eed4fd38883e8096,0.8095644015380631,198,0.8528544905405672,0.9464175071328136,0.9033961842640855,1,8,5.8911961592798425,0
Google,Fatima Johnson,Blockchain Development,2023-03-07,2026-05-30,bcebcfaf2163bfeabdb670fef191418d5ebff05f9c6823446e3ae5d08e590b42,0.7809910578927807,1030,0.898035354243117,0.9405495101438751,0.8622062666679282,1,7,46.00031452518443,0
Google,Ana Jones,Project Management Professional,2022-01-11,2024-03-14,e2eb30f6f58f0f9e1b2f47040f0d88653bb66625e48f1660002179842ec219c3,0.8929712062249942,1450,0.7686339929321905,0.9156512665959933,0.9141072001420679,1,6,55.932477020871744,0
TU Munich,Yuki Smith,IoT Development,2025-05-11,2027-11-14,134e398599397ba0b21fc7f02a9e4d47b7fd0d251025b08abe7f34506b25a2a2,0.8617717412322196,234,0.8697426893113139,0.9900114461257581,0.9432530943690483,1,6,24.760191920619757,0
PMI,Elizabeth Chen,IoT Development,2021-09-05,2024-05-26,898b852189040f4619f878045a18e915a4440d7a689076a7d85879d635bb137f,0.705511680566966,1578,0.6565183930470259,0.9074441266663389,0.8107991440855108,1,6,83.04173351915767,0
Udemy,Jessica Dubois,Data Engineering,2025-06-12,2028-02-02,016542ba86d1a524320dd559d5c4b88a0fdcf8948013c468855b8c819a19a874,0.9561736601689852,202,0.9738140642610537,0.9669744671336007,0.9434303177544228,1,7,21.61176241717575,0
Adobe,Christopher Jackson,Blockchain Development,2025-05-30,2029-03-10,72cd9f8c90fb82810c1aef4ac087a93bc372aeef5e580e6f4380d8b71f9f7dda,0.7936620266942677,215,0.6441141636676414,0.9237067020025829,0.9010076216556274,1,6,11.344738630190973,0
AWS,Karen Miller,Agile Methodology,2025-03-12,2028-12-30,4f68706618b88a0b85629f2e9f54565eda1d9cadc1b1d3871ed9c31c56b62f90,0.9689467883357615,294,0.950608453316729,0.9960220701547561,0.9512179170515328,1,6,25.399590272461115,0
FakeUniversity123,Yuki Wang,Data Science Professional,2024-12-10,2026-03-05,26ac9e8f9fb85d9ec1205f5a47c940e7492f54a22f14e9537d49f4dbc828dc62,0.2402,386,0.3081,0.7493,0.1148,0,0,105.16,1
IBM,John Miller,Data Engineering,2020-06-26,2022-04-30,6def7ec86c94e93c8238f0ec25fcb6e511c709261df83cc2f79968995d7b303b,0.8634778685358891,2014,0.6471859168055842,0.8412191334954768,0.9676037432146057,0,5,92.56524461425576,0
Google,Elizabeth Dubois,Data Engineering,2022-07-22,2026-03-28,c3d5c9e26c6e7caaed3d811c787a29f25a9e5cc83624dcfc17857c3a06162383,0.9920859649276321,1258,0.966542315229826,0.9226892562941635,0.9754067059641788,1,3,2.915977278181506,0
Salesforce,Susan Thomas,AI & Deep Learning,2021-10-16,2023-08-26,0d9be69fa7936dddf24745b8f4f0d9c76c96355418c61daabdd81db510da3be1,0.9737490025464275,1537,0.8988184066828523,0.9275695835684216,0.8862491911946575,1,4,6.699465164079354,0
IIT Delhi,Jessica Rossi,DevOps Engineering,2023-02-24,2024-07-06,841bbd62059a205a81f8b896b0354164a1508d12e4c5ded788cc09a28439915c,0.6936930177132091,1041,0.7099202395415803,0.9465319405968415,0.9339443274823568,1,8,37.863174640659636,0
CompTIA,Ana Chen,Software Testing,2021-07-21,2024-04-04,efbbd7cb3ae0cc83844e45169aed4cf6d2b50fea4137f0c65223dee8177a63b0,0.5640937475110503,1624,0.7984395783249432,0.9667712306411474,0.9342844390472277,1,7,29.605908966415814,0
Johns Hopkins University,Susan Williams,Business Analytics,2020-06-24,2023-03-03,cb48e19f06db1a8850bb1d9beca306363eaeac8fc39ed001d8ebd397acb1bd5a,0.8380414860612567,2016,0.843676605341452,0.9226459141969643,0.9801453863546664,1,5,31.613587074790836,0
Coursera,Thomas Harris,Blockchain Development,2023-09-01,2028-07-04,22f358db5a064fc1d584394655d23a9fbf8dc26a4b3af57838c55a9347cd43a3,0.8599037873802157,852,0.5859408483407318,0.8881941998050529,0.7067122342850997,1,8,21.714149395238856,0
Cisco,Mohammed Thomas,Cloud Architecture,2024-10-07,2029-08-26,8fef870b0996da9381f31dd07dd38ee90732d3f3ad7e5d76a0ef3129c02f5a75,0.8898696682255862,450,0.823286786652901,0.8665056109542184,0.9540055999265512,1,6,3.4856492427561894,0
Columbia University,Linda Kumar,Blockchain Development,2024-11-27,2028-08-26,deefef6bd1e340a132a87a4034d9c09936841803ac502446002641ee4442e12c,0.8755299048681241,399,0.9676967663187295,0.9655973101522223,0.9676368072794019,1,5,4.962988946574471,0
University of Oxford,Priya Wang,Software Testing,2024-06-18,2025-11-23,f448de1c53ff9602b5bf5d07f1cb6c2ef03d0a19e9b6080c59b613488320075f,0.7931792842443289,561,0.9484290843905823,1.0,0.8666392447882757,1,5,71.62294685192097,0
Cambridge University,Patricia Jackson,Business Analytics,2020-01-17,2023-07-10,df4b852498d07b81d0002913828e0845ce9a0d61895d7bb3c0b969a4c585993c,0.9868657078668313,2175,0.9255345560435446,0.8369134634525471,0.9255485653806438,1,4,25.91975789916885,0
AWS,Arun Thomas,Natural Language Processing,2020-10-22,2022-02-10,dd385bca2bcaffd599c48d1f1eb3af1c7337853779274a129ca8bea99d90acca,0.9187844891901733,1896,0.8973929600670772,0.9618111468410765,0.9009792303014672,1,3,37.596372738971674,0
Microsoft,Fatima Martin,Data Engineering,2023-05-16,2027-01-23,e027ba2e76a1b779a0783b9380b295c7b94eddda7fed0cf7c614d78e175e527b,0.6071343972398987,960,0.9537843819139898,0.8575368703246181,0.9480351308156401,1,3,3.9265083199036317,0
Cambridge University,Susan Martin,Machine Learning Fundamentals,2022-11-19,2026-08-27,88920b04964183abe54a504d5b9324363c11852161fc48915dd4b0fdf7a564b2,0.6655921138857241,1138,0.9278337770269878,0.9181560970352624,0.9576194290982387,1,7,10.897178890089734,0
TU Munich,Sophie Kim,DevOps Engineering,2020-05-05,2022-04-28,f0ce45a0f6cc802be5f62dd0e97b28cbc81a36f630e3de858827e03639009cb1,0.8935991985625168,2066,0.88120283006836,0.882458949018337,0.9442420489176542,1,6,17.1917488960166,0
CompTIA,Mohammed Martinez,Blockchain Development,2021-05-21,2026-03-20,a9153567dddb46007e330a0227f2cbabc5a723b5144d62b6e97c945847b60dd2,0.7920595009433272,1685,0.928976619448011,0.8970185422522713,0.742130234027922,1,2,139.7117520527444,0
IIT Delhi,Barbara Kumar,UI/UX Design,2023-01-12,2025-09-16,b7b79ac210d7e2fd7853c0af2e064786d786d486ec0d2c2337853a54584e715d,0.9886149542297646,1084,0.859048615904083,1.0,0.961212878504936,1,8,20.020607337231116,0
Cambridge University,Carlos Ali,Database Administration,2020-12-04,2022-07-29,f0801b94adc13f86c20687b52381634a16e867de9bba56c3142d8b6b7ecb10fc,0.8517161780615115,1853,0.9168231831352618,0.974667951644864,0.7900890505633137,1,4,13.590147939573091,0
InstaDegree Corp,Jessica Taylor,Business Analytics,2022-09-06,2027-02-16,c5fc0545735b0bb63fe76f9b44b430d9ec72591d15eed3f850bf1775cdbd1b68,0.2889,1212,0.2771,0.763,0.2178,0,0,149.63,1
InstaDegree Corp,Yuki Johnson,Business Analytics,2022-05-06,2026-06-25,8835b5f1df7c8b12af36d338486bbb264d47ba932f37fa6076f5bff3d260aad9,0.0742,1335,0.2731,0.74,0.2582,0,0,131.17,1
Stanford University,Christopher Mueller,IoT Development,2022-12-23,2026-07-20,316e2601e06aaba00b29475254218741803628ab8aa5e6136ce855131222dc91,0.9015753409435762,1104,0.6990360171727686,0.9538654439530811,0.9718600231170181,1,8,27.97164764059819,0
Yale University,Elizabeth Santos,Data Engineering,2021-06-26,2023-06-23,f958b39c22b694a25c2fd3a1e398dd24c3621f6da7c95fac112ec67e61a7c8ab,0.8648902470947246,1649,0.8968950870677349,0.876200754074412,0.9403652902372936,0,4,40.333124359482056,0
PMI,James Kim,Data Science Professional,2023-06-05,2025-09-16,833817f43bbb93cca446a53405c91400b16346485a77a7a7d4f6ca5a19856f6e,0.67055312163637,940,0.988177656513004,0.9293059160952528,0.8556282780244232,1,7,11.173758375890333,0
Microsoft,Robert Wang,DevOps Engineering,2025-11-03,2029-04-25,d43ad4839e0045de880d712e175e65bff3858c2eb5a301263056a9a7502f2875,0.8002377064999694,58,0.707902543603697,0.9515429680751352,0.8806881419091469,1,5,57.77704175374302,0
PMI,Robert Patel,DevOps Engineering,2025-03-20,2029-05-13,b2cdaaf50427387ccf4876d9f6cfafdaa45058fce78d4ce25b6dca3f4af1e0e7,0.8453282524022928,286,0.8723101185412353,0.976297030420596,0.8740879228937596,1,6,33.65619032987148,0
QuickCert Ltd,Mohammed Thompson,Project Management Professional,2024-06-09,2026-06-21,6db5a4d77011e329adb79b8838454aacef2f2fafd68ac5b80fc3f0137fb8287b,0.0446,570,,0.7402,0.3148,1,1,31.96,1
Udemy,Ana White,DevOps Engineering,2020-09-09,2022-05-10,c4363d3dbb0f5624b44c9113e25183c2a58d04b76c6c38d775d46cfe2119e6b0,0.5738482654586672,1939,0.4927415207788801,0.8718626790356269,0.994131329654131,1,4,30.075187713909195,0
Udemy,Joseph Tanaka,Cybersecurity Analyst,2025-11-08,2028-06-25,dabf045cd20002ed3892c23e62f42ac32e91bdf3ab076f7f483620eea99b5e58,0.684042191374832,53,0.7199491406230153,0.8817375323606681,,1,3,14.481921678461903,0
edX,Sophie Mueller,Machine Learning Fundamentals,2021-01-31,2025-09-22,9b5307e102dff49d37b4d7d8e275111efe014a06006c2c684d8f3845aced0a48,0.8749342190563015,1795,0.7612678933521986,0.842583319529629,0.8937333566832742,1,4,43.74133452165431,0
Cambridge University,Jessica Smith,Computer Vision,2023-06-29,2028-05-10,c9510162b68a6b4b0000c4a5a11a2fcc839382cf675eecfd67863efe3425a33d,0.9800037899293509,916,0.8418247687585387,1.0,0.8164635293752189,1,4,41.95443261829479,0
IBM,David White,Digital Marketing,2021-04-19,2025-05-11,3b6eb8cabda024424f969ba4b52be8b6734c24d69b07125107be516d2eb8a419,0.9226240303709188,1717,0.5322566156469147,0.9996638252837178,0.8512514034195898,1,2,4.116700588418459,0
MIT,Susan White,Database Administration,2022-06-06,2024-05-17,958b0d2afafe5a684515751c96480a33d19aed8f3c9a0a407570b8e00ccb12e3,0.7410951781840521,1304,0.9432015840935586,0.8602948621462259,0.7835762163393384,1,9,13.107211428268334,0
Cambridge University,Carlos Patel,AI & Deep Learning,2022-06-05,2024-08-06,24b243257f5c712babffba91abd979cad8938be2a2fe6b805c7bedf14f39bf74,0.702948386921096,1305,0.5463594268857644,0.922120304886375,0.8760541035081421,1,5,23.271040344912265,0
NUS Singapore,Susan Anderson,AI & Deep Learning,2025-02-23,2029-01-14,2122010439bcdbffc3dda9137d048cd2c39a28fedc253acf09f58986830dba76,0.7841461965557103,311,0.8944722908830804,0.9690706035539295,0.8970609337441254,1,5,14.212040943407432,0
CompTIA,Priya Dubois,Cloud Architecture,2023-05-10,2024-12-15,b10a204fa9ab3be31308dc510a8efc6750e86e137fb97bf8bf3863ec9ccacb9e,0.8763532072220297,966,0.7926123639104053,0.8529635247781461,0.9430005627220206,1,9,11.892844634481541,0
TU Munich,Christopher Tanaka,DevOps Engineering,2022-11-13,2024-06-01,92dbc25dc8d70d49638cd54a991d9e2baf11db1093e95c1b2d091704e745c78b,0.6658064840041906,1144,0.9124580065097189,,0.8610396814387781,1,5,36.017981740574484,0
PMI,James Dubois,Robotics Engineering,2022-12-05,2025-01-12,d3f854421b771041300beda348b0fd090073c2e23643481a48a97ac6072a610a,0.796876643016271,1122,0.7775129429709945,0.8959660838170984,0.9731235663691171,0,10,103.78537199275326,0
edX,Wei Harris,Data Engineering,2023-06-23,2026-02-13,92928968a796515820f6c3bd7b1b2cd6a168d7f09f983fe1a620d02bc7119a85,0.8830977871305964,922,,0.9473284326205959,0.790908307793388,1,6,22.327436334313834,0
AWS,Fatima Chen,Business Analytics,2020-02-05,2022-06-11,941c66d23c6ae870c32936e86e2678bf49d0ecbd8c6350cde7e7e3f97164dec2,0.8874396590319814,2156,0.9404688829994539,0.9600345048096002,0.9174971032428556,1,7,10.608227046531555,0
TU Munich,Wei Johnson,Cloud Architecture,2025-06-15,2028-07-10,333fb5fd91c7c40d37b57715fc79e72e20f9bd96b30870db62a7b0c2c4e76d15,0.6316697851710279,199,0.8424781176462299,0.8703216683471139,0.7211150803491269,1,9,61.820885350805256,0
InstaDegree Corp,Joseph Kumar,Data Science Professional,2024-12-26,2026-04-07,010e178c,0.0454,370,0.0423,0.6893,0.0258,0,0,48.79,1
University of Toronto,William Garcia,Database Administration,2024-06-27,2026-01-16,361d600caf6f98ac7ae889954e14890b205bcfdfa0d90fd4e10430e078ddb976,0.7397704012837524,552,0.6577350452481057,0.8774458172928153,0.9323599120325032,1,6,34.17133347517351,0
Adobe,Fatima Ali,IoT Development,2023-02-20,2026-07-03,f773266fafb1efc727c927c8c08690ad5158d07cddbff5cd626d5b7f68a4ea36,0.7302823632995519,1045,0.7998124859573527,0.9045925712887042,0.8759771047821284,1,4,5.024967289883173,0
TU Munich,Barbara Jones,AI & Deep Learning,2020-05-12,2021-04-29,f66b8ed42e48b2bb87064c821cf1a7e9811342d31a44fed85c31518ec18ac0d2,0.0589,2059,0.1298,0.6446,0.0115,1,0,22.46,1
University of Oxford,Richard Thomas,Machine Learning Fundamentals,2020-09-23,2024-06-09,a62bbfebad1a2dabde0af11b76d6713137ce2eff7766f117c4f0d50087e997fc,0.8395495067808559,1925,0.8764839657382094,0.8731925484920011,0.5319995822416015,1,7,121.53585677221996,0
Adobe,Jennifer Chen,IoT Development,2024-09-17,2029-09-03,3023a0f27e5a13ccc19418731f8c713a24df3ae23e9d26a06df20627e06f255a,0.940004968431729,470,0.6844741126200362,0.8900245959889637,0.9372152774057312,1,7,25.182856419880714,0
University of Toronto,Thomas Smith,Database Administration,2020-01-05,2022-03-04,9fea8281612af9589f5687ec495d50f8023d9c1984b2c7dcd2c7bb572cdea926,0.8489606223501,2187,0.7393033135522947,1.0,0.9800780557909713,1,5,64.46088820305467,0
AWS,John Taylor,Data Science Professional,2020-05-02,2024-12-16,dcf3e967eccb1e4c2003de2e3f6ce819cf94f300684973c5c26bc95b1ae22bc5,0.8953366386576129,2069,0.8261373593751001,,0.977276295750804,0,3,1.8382680081706546,0
NUS Singapore,Priya Thomas,Blockchain Development,2023-12-14,2025-11-05,f5d7f9a9f22a8663bc0ab7357aefd399c960926cd4939949db87a938a3626788,0.6519338624506202,748,0.8549458485217156,0.8936544839979483,0.7937798766112922,1,2,56.29317107388963,0
edX,Jennifer Taylor,Software Testing,2025-04-24,2026-07-02,57212919664f15b87e3db26803f06b395d1cc323200d786a8a8f6af0ee3a01f6,0.7417030023427451,251,0.8521360225265351,0.9267325063007286,0.9701276074334247,1,6,33.25358181111141,0
Coursera,Susan Anderson,Machine Learning Fundamentals,2024-06-13,2026-10-30,1c8e5e69d1324c19206fc0ff42f7c11b9ca2e1bc06731260dda77895f64a90eb,0.8890901692254541,566,0.9909943817380229,0.9542826186619819,0.9455240831943119,1,3,26.114759428456864,0
edX,Ana Davis,AI & Deep Learning,2025-09-30,2029-06-17,bd2720ddb89fae8dc176ef0a40027c9886af980d03a23327c06a10b3cb3fabf3,0.9032248598947323,92,0.69055151602604,0.9648160818181798,0.7958804100477712,1,5,28.36555208010655,0
Cisco,William Hassan,Agile Methodology,2020-09-03,2022-08-22,5967518db36a056f4b3dd7a7c5a0de3c98e69bbbc2a652a171f161efff04084f,0.8931658166397414,1945,0.8221265636494887,0.940459100841439,0.7402636188053598,1,6,10.916057166214259,0
Cambridge University,Karen Patel,Blockchain Development,2025-04-06,2029-04-03,5700d24462b0adf9e3f1ca53a2f1723a474b7e2dfaf8a71f46e2990ea83cb1a5,0.8407668619996311,269,0.9394075657759269,0.9880387543162396,0.8574183301949209,1,4,9.99427817974006,0
QuickCert Ltd,Mary Santos,Business Analytics,2025-12-14,2030-07-30,97010d732b2840087868c05c0cde4b9adf0684c8a618aa9f26c1f2fb469ccb43,0.0659,17,0.5814,0.5906,0.0495,1,1,311.45,1
Oracle,Robert Chen,Computer Vision,2022-05-08,2026-08-26,cfd9be5bf579e6fd771e3016c7f4af5dcefea60713fc561a5379d4991ba8d44b,0.7547419979553145,1333,0.7858561289137329,1.0,0.7264914016918171,1,7,2.931082296219613,0
Oracle,Arun Taylor,Digital Marketing,2023-06-06,2024-11-25,f84bd2a1ee20b60addbbe0d1c365aeeea6634697557ab6fb2d3a82669fdbb205,0.9362055968623376,939,0.5942732865127818,,0.915923577498763,1,8,10.928155657203593,0
ETH Zurich,Joseph Martin,Software Testing,2020-07-24,2024-10-16,df99ac00722fdb3211ec0692ba4bc18991fcbeb29aff354f0747bb32dcc01062,0.5897535673372817,1986,0.9124857992124336,1.0,0.8314514287363509,1,12,13.333305673962801,0
Johns Hopkins University,Pierre Thompson,Robotics Engineering,2024-03-31,2025-12-27,de34fb609f74721ec4f6b9d1a1477a543bd454a8868ac2c36ad5f95467bfb758,0.8885621059604331,640,0.9330203043953442,0.9022163324038915,0.8936637898316235,1,4,16.007647609073466,0
Stanford University,Sarah Taylor,Big Data Analytics,2020-03-18,2024-11-09,f965ffc005eac8aa062e31fad9e975c75baa38f443e07e71e412b68e54f67870,0.9610777627031482,2114,0.8073899011310987,0.928152362482711,0.9083333918991513,1,7,44.8104257466879,0
NUS Singapore,Joseph Hassan,Robotics Engineering,2021-01-29,2024-10-25,670d351f706d35422d238a21a19176ec9418a92da530a29f2d4541bb5503fd6a,0.6454703789558568,1797,0.9647834378645671,0.9052866306188454,0.8654395302748453,1,5,25.448212077008073,0
NUS Singapore,Linda Rossi,Network Engineering,2024-10-31,2028-05-13,2d40d57ab77f0222caf25639ad7bd74bc33ba3cdb5a57b937f01e6510af1b8f3,0.9196768280576091,426,0.8664820903624293,1.0,0.9780606667271986,1,3,72.94007169330766,0
Udemy,Thomas Brown,Blockchain Development,2024-07-25,2028-06-17,704e3d017022f0c4d7c0c51a794bf2f00b90182d1f5313376a83736e69a9e83d,0.9519388950567053,524,0.7757087226573655,0.9119737243329256,0.9244941818846596,1,7,2.5166060186466903,0
PMI,Jennifer Mueller,Mobile App Development,2020-05-10,2024-09-09,5f9662efc0a468fd39c1498c6a82649654689310a792f38b7d9951cd722038ac,0.8132293435341905,2061,0.9368245223872224,0.9083500629421181,0.9721742490725126,1,5,2.985656789714611,0
PMI,Christopher Patel,Data Science Professional,2021-01-23,2022-06-19,bbf1d81368f57b589709078f0ad689786a6b033767d522b54d0d91758c312f9f,0.925541265712864,1803,0.8462110483008721,0.9132725612899932,0.8942373815317127,1,3,6.886105701705437,0
Oracle,Sophie Miller,Quantum Computing Basics,2022-04-22,2026-01-14,25fe7f7ef0a099325b990483d05ecc476978a21bdeb39de5f06f4621ca4e1605,0.92253160003261,1349,0.5845981025468151,0.8744733751992902,0.9525443414356783,1,7,0.038480596369431255,0
Udemy,Sophie Smith,Cybersecurity Analyst,2025-12-03,2030-06-23,fc298da5cf08001682c4e7d205a742874fac8491f8336f9a5112ba2f9c2c3246,0.839546601177715,28,0.8879793507045373,0.9174614754047546,0.852822869413826,1,4,142.13919833752487,0
AWS,Linda Ali,Big Data Analytics,2024-06-01,2026-06-23,789e8d57453155455979e05fe4f6debaa1f89ba395a8b20762b3c669f661e7c0,0.5684516909101518,578,,0.9310326975103568,0.9303737260312435,1,10,52.68357688010932,0
AWS,Jessica Wang,Network Engineering,2020-10-07,2024-08-27,fa16008ef914e330fbd5ab287c47add0d65e6b75ac367fbb02634b9271bf967d,0.8452907638675666,1911,0.6932651424688876,0.9140515803639945,,1,4,119.85305300487376,0
University of Toronto,Joseph Santos,Cybersecurity Analyst,2020-07-03,2023-05-27,7478aff0fe937f11c6b1ac41728fe037e0ff6fc6809df8e9e752c157cf93a0a9,0.5233640324352538,2007,0.8448419988381117,0.9712034193396974,0.849649643628677,1,3,12.537132110348777,0
TU Munich,Yuki Chen,Data Engineering,2022-07-20,2023-12-04,2e1ba39ce5f30f824923ca12f325202fd735eed8f47b94ee787ff1589219b8aa,0.5652404282271265,1260,0.8930258639735152,0.8621570303736364,0.9669538209958192,1,10,9.147625105057017,0
TU Munich,Thomas Martinez,DevOps Engineering,2021-12-03,2023-01-11,424c85504340f0a10e0681ccce2c46207c25243f1d673ba73d4329dd40437bb9,0.9664004782999713,1489,0.8187156018448718,0.9973709558887335,0.9543199712287194,1,2,41.10884041152782,0
Udemy,David Anderson,Quantum Computing Basics,2022-01-15,2023-07-14,4f5e6dde6165796cc172d64918b659444a0eb174c63cc072bf1fbfcccbcbc097,0.8248796134239439,1446,0.8703624886219667,0.994948153792772,0.9501120075905775,1,5,2.6064167249307766,0
MIT,Christopher Martin,Cybersecurity Analyst,2020-05-21,2023-02-04,c864ceb4,0.0229,2050,0.0269,0.7472,0.1261,0,0,42.57,1
Adobe,Joseph Johnson,Network Engineering,2021-02-25,2022-08-10,6af7b0b1179a799c58c5b38900ae5857f3001e5009483433a2edd2b7100a9709,0.8153572889237998,1770,0.387771016208117,0.941415249927564,0.9840712926498938,1,12,14.196349948543201,0
Harvard University,Joseph Anderson,Network Engineering,2022-10-03,2023-11-30,ad10aba44a2d96a8e1ad947757c7bb822068ab37b0ae510fa4237bbfbf3c0d0c,0.8808295124974753,1185,0.9270215292593166,0.9728038539846391,0.7889788273205811,1,4,82.94287565675367,0
Yale University,Karen Wang,Machine Learning Fundamentals,2021-03-31,2023-03-01,48e72743bd83dbf3810a68b65bc82eadd08d30bc66d5bcf907f5b46aabcfdfc9,0.75368312009381,1736,0.9467627762177893,0.9355428566417296,0.932627886886543,1,4,1.0871481191055592,0
IIT Delhi,James Rossi,Robotics Engineering,2020-06-21,2023-07-19,c6ccb84d9951779f6771979bddcaa7b7bbeb3831e7c977a35466e480e2e5c9db,0.7815283810607365,2019,0.6920347353164756,0.911354494375476,0.9362157703197175,1,5,31.52238995346401,0
Microsoft,Karen Harris,Natural Language Processing,2022-06-23,2027-01-12,1fa637130d39246407610b9779996cae6c6df1fd26d1cef2720830c3d27aa9ac,0.8888910523290999,1287,0.9606172046901058,0.9544564659401503,0.8035911461141305,1,7,33.00808478559357,0
Coursera,Richard Miller,Agile Methodology,2022-09-22,2026-06-17,a617cf064f8c665780fa8bebfc2f280273d1f5dd9f2ea661f1a0549298defff8,0.4721995762128964,1196,0.6935189850981284,0.9509629708924033,0.9079025800664309,1,8,15.68602081962013,0
CompTIA,Michael Thomas,Machine Learning Fundamentals,2020-01-01,2022-06-18,1eacf91a19234f28318430977a1ce84ac118fefc61fcf4616a277567fac26db8,0.7190917074016506,2191,0.7452316512158252,0.931814363460071,0.9443537551550423,1,11,6.404313269256157,0
Google,Yuki Wang,Machine Learning Fundamentals,2020-02-10,2023-09-19,9a48d9a32e6dcdf16388d8d4fe28091566077cb6a0418f29e20d75a6579f202d,0.9102099570962956,2151,0.8120367152645203,0.9485049585514317,0.9794791402592911,1,6,12.488711715217484,0
Johns Hopkins University,Arun Harris,Database Administration,2023-07-12,2027-01-05,ac899634b15cfea47311e23b224d2daa3760d197a1afc40dbcac6cc91e36890d,0.7101337526211076,903,0.5814350250279974,0.8972659022784751,0.9436692403003476,1,4,59.974369912529696,0
InstaDegree Corp,Wei Harris,Natural Language Processing,2023-12-07,2026-11-23,c6e2cf109c5f6e4eafa8cd6d79d6234d8213e4c77d96f852752492fd2aecf7f0,0.1347,755,0.2712,0.6548,0.1111,0,0,834.43,1
Cambridge University,Barbara Brown,Database Administration,2020-01-19,2022-04-20,98c1210c26ea72d20ffc3285216a65821202a243f3a437cf74b4188893d5fccf,0.6737845734421787,2173,0.9003284771676359,0.8951135600958398,0.8034518803181369,1,5,0.5405927782054821,0
Johns Hopkins University,Fatima Hassan,Computer Vision,2023-09-09,2027-10-04,16c1097fee9d2a1e87919798d39e670ed6f59efa17a3a9d3edb6108254b2b1fe,0.0771,844,0.0356,0.8976,0.1809,0,0,142.76,1
Salesforce,Pierre Dubois,Robotics Engineering,2021-08-31,2024-05-11,22de187f2cb1c318937a578f6da0110eb54951807fa2a55c54cb471d244ace6a,0.8725406628680537,1583,0.896679320445185,0.9140068063371848,0.8956424625307925,1,5,1.1948134566179385,0
University of Toronto,Fatima Anderson,Business Analytics,2020-11-09,2023-04-01,bca1ad7ae2cd0db1a45211d712267090baf20da72a51bb5b082316532778ad73,0.7108709645610652,1878,0.6110111702463664,0.9392241588416549,0.9056747777065813,1,6,40.758617002088464,0
University of Oxford,Arun Dubois,Digital Marketing,2023-09-24,2027-02-11,1a19b45110136b32d4ff5453b8cde4985be5db5a42fffd98f09c27626fbce152,0.7971295037558565,829,,0.8971852452077713,0.7810383233326413,1,6,101.23190345109231,0
PMI,Fatima Rossi,Cybersecurity Analyst,2021-08-23,2025-07-23,edbf9e7236f65ecaf670a39e25ac47e8cb8b8aac8f2554422ddd1709d21ff91c,0.775659208554333,1591,0.79666646422402,0.8778227518877265,0.9108786261229509,1,6,47.40004187040801,0
PMI,Robert Jackson,AI & Deep Learning,2024-06-11,2027-07-29,e4cb37b3e3e99045d3b83c740d05a6542d84bdf4b544cad0133cd0be18232430,0.8187215385636416,568,0.9057223129156436,0.8986107993552217,0.8832997568361634,1,4,18.996883676387842,0
Oracle,Susan Kim,Quantum Computing Basics,2025-11-01,2030-01-08,305e78857b29525e159966243a4072bf3e7eea43cdcc46db405ac2f8801ea3a2,0.7185471843372777,60,0.8464123158003896,0.9360099317417606,0.9080567837350707,1,5,18.05998623612002,0
MIT,Richard Kumar,Mobile App Development,2021-09-14,2026-02-04,b68831020283439f87900d1987248b30252e2e5c30f34e17168c3e324db0c014,0.9150565812769338,1569,0.9440741230563565,0.9061822516270349,,1,13,0.06744701587497229,0
ETH Zurich,Christopher Harris,Agile Methodology,2023-10-24,2026-10-28,1e6a76eb1f5740ec2d21d44744b150334252ecc8e8baa23384d8ffd3c05a8694,0.8279989843081005,799,0.8752366503274563,0.9242660771651232,0.781280093743826,1,7,25.68720483947982,0
Oracle,Jennifer Tanaka,Quantum Computing Basics,2022-07-27,2025-11-02,cd455a05ba290791ab86f106ccbcf1c9d2916d473dc0035f31557b9767d727de,0.7304758723520116,1253,0.7068270245037327,0.950417234765267,0.880591323137125,1,5,25.259795751031593,0
University of Toronto,Patricia Wang,Software Testing,2022-08-17,2026-08-26,aa057282674742a0c978106cb62f966452d68df4e425e4492641cd3509ed51e9,0.8076252159629604,1232,0.9013784455432106,0.9095091407326937,,1,2,87.13677379062038,0
Cambridge University,Susan Rodriguez,Database Administration,2022-05-31,2027-04-24,4822d75286b3d5977b1109f3dbecfbe37675c5842907d40a959bc1fa4eb0c618,0.5998653160908208,1310,0.8547294071477187,0.9205081094061568,0.9603873844438923,1,8,10.787132628592065,0
Microsoft,Robert Thompson,DevOps Engineering,2022-04-28,2025-10-25,c77be6e973974bc9b403f847905a97bfc25ebe3b0cd88645ef8913b21ebe9500,0.802998254823507,1343,0.5973648489923771,0.9233040421041446,0.8979309344532883,1,7,10.375850589443074,0
Yale University,Elizabeth Davis,IoT Development,2021-10-11,2022-11-15,d43d279249b406bfe26b4a927cd22079a12a2685f21116aa22c275399247093f,0.7488086480242813,1542,0.7979117843746919,0.9554303597714742,0.8202746578085551,1,8,112.29656384046677,0
MIT,Arun Chen,Software Testing,2023-07-01,2025-12-09,77f7e424982a6f5e14b4d9d6f3ce0242ad80b1cd402a4e01e0e31f8977cacff6,0.7473348697898665,914,0.653206900611125,0.920288106027207,0.9336122803088314,1,3,37.69998201590608,0
Cambridge University,Elizabeth Miller,Business Analytics,2023-05-01,2026-01-26,503d738410e933a78eb179c2eff1e334f2150a58a6475c4eae557938638c1e89,0.4724538110192492,975,0.7754509780909057,0.9438556335672038,0.5877030574699754,1,6,18.307292288866588,0
Coursera,Sarah Jones,Database Administration,2022-03-27,2023-12-30,6d6e656222ba704efdb364c6b31fcd3f9804fa69382c433f4b6dfcd45f538ba2,0.8104027191224081,1375,0.703139491670447,0.9145306308136931,0.6620255974334193,1,8,75.21212307588326,0
Columbia University,Jennifer Taylor,IoT Development,2022-12-01,2025-03-08,d779c6edfd88a8fde36d542a83b132000ffc12adfa5f323a46d393712f9b0bb3,0.5807199501012655,1126,0.91459222560351,0.9332308939783325,0.9040767196088466,1,6,26.51179060749464,0
CompTIA,William Martinez,Cybersecurity Analyst,2021-01-16,2025-12-13,d7cc09b32ee935f22451f5e9b17d1535a21c37d4cecc9f77fed9b7aca17aae0a,0.6487329859278528,1810,0.9693693276280803,,0.8256495796788696,1,10,38.32083239983048,0
AWS,Elizabeth Hassan,Computer Vision,2024-11-13,2027-04-13,a3fbd060177f9f3324a58459bb66a9ad5c2925c64756958344ea74159fed2db7,0.8251874200976954,413,0.8455467468176212,0.9300113538370157,0.6896246278616713,1,2,10.702190909844544,0
edX,Ana Hassan,Cloud Architecture,2024-10-23,2029-03-13,a124762da067bdccfc17eb9815bf7f5876db0911469ddf5b399adf035673ccde,0.9427040890827215,434,,0.8971139475101509,0.7644726167630612,1,7,25.820929016254315,0
MIT,James Wang,Full Stack Development,2022-05-08,2024-08-02,504f5e73f47906395eb2217ff3085a8d585f88e1195a4abbcd4cdd17a4a8e330,0.7152774191904451,1333,0.8136934874163358,0.8814437621579223,0.6028974843471113,1,8,9.77709558329989,0
QuickCert Ltd,Linda Miller,IoT Development,2025-03-05,2029-11-28,81828640272a0aaa6d0e8f1a19c493cf4c3aa7a804a6b04d12fc503c0fba2454,0.1545,301,0.2489,0.5594,0.0732,1,1,81.8,1
AWS,Michael Hassan,Network Engineering,2022-06-25,2023-08-09,efc748d25611f956b7ee9ec383042997e19eaec41812363cc7b8c4bc0a6d33f9,0.9594871805980779,1285,0.7905479905344884,0.8686224786563238,0.6338014263727743,1,8,79.67885904237629,0
Adobe,Arun Garcia,Computer Vision,2024-04-01,2027-04-12,1ede216950b3791718ea9071b39aaa8a9ef7f89ccce95e5ba5fb321f26c884de,0.5793809139806416,639,0.6948877472921068,0.9112871460285638,0.9324108473262385,1,6,52.33537606073653,0
University of Oxford,John Martin,Database Administration,2024-03-25,2026-12-19,5ee8f36c998d4c67f5c8c2f7700e915d6a81e3da397b5531bd9c43ba882da7fd,0.8757822661671187,646,0.8122583780386824,0.9288510691981754,0.9082398108886847,1,8,22.22266417239162,0
edX,Yuki Santos,Database Administration,2024-05-20,2028-07-05,23939250b0715f24a821e49fd2f33ab764742a42e221c8a02a241806d6af5f0c,0.8164201005163172,590,0.8196453840785743,0.815416871928793,0.7739611024454252,1,4,37.41947343978121,0
Oracle,Sophie Rodriguez,Full Stack Development,2021-06-03,2025-03-14,79bc4032e3dd19c1052d96dadc3dc0bdd1c57193008da1bca1c56a34b4ded978,0.870419228602748,1672,0.7662460242283757,0.8953183834904219,,1,5,4.348327933920548,0
CompTIA,Fatima Wang,UI/UX Design,2023-02-21,2024-10-15,a6bc86f43aa1a7d910c48d1d1266572a6daa116f36a185d37f304625bafd79e0,0.86630170022605,1044,0.300744371644984,0.9902395420979879,0.8662849637747011,1,5,52.892813184326336,0
MIT,Pierre Williams,Business Analytics,2020-02-26,2023-11-30,75e6671466bb807c26a1180928c687b2d4fa1bb50664c2455fdc05969e2fcfa6,0.7557105973836092,2135,0.9303388869733269,0.9433702991300622,0.9708178493146321,1,6,11.711025806057817,0
Oracle,Jessica Tanaka,UI/UX Design,2025-08-25,2027-06-22,db6991383413234b3096b2305dd32390826759d8732fd12c65a4f4755636cdfd,0.7396546579619986,128,0.9465108573704949,0.874643010918443,0.8960086669432841,1,12,53.12929512242213,0
QuickCert Ltd,Yuki Chen,Natural Language Processing,2020-12-27,2025-05-22,288d87c7,0.1675,1830,0.2372,0.8645,0.1068,0,0,155.84,1
Harvard University,Arun Thomas,Machine Learning Fundamentals,2021-11-10,2026-10-26,9e336529c9592a56de119f79fd7f95dff0a1aa5d398fe2e40429902ce69855a7,0.9715502923263039,1512,0.7025007065242206,0.9422433217869562,0.8345876653582001,1,4,22.797209680020618,0
CompTIA,Jennifer Garcia,Software Testing,2024-03-16,2028-01-09,81d9a51e694d7ebbcbe4d4b3e3f8b082887fc7e081b22280f7a5c91ee926a3d6,0.7300503575531953,655,0.8757033466186385,1.0,0.8422039952728809,1,7,12.824321302041369,0
Cambridge University,Robert Rossi,Quantum Computing Basics,2021-10-01,2024-01-23,1ebe07a1eb60be70cc42624d80aa6e5bbcc4bc0446adfaac619cc5c72661b406,0.514178106865541,1552,0.49799797642776955,0.9575901186897638,0.5954073902464309,1,8,67.54216782649316,0
Google,Pierre Johnson,Digital Marketing,2021-02-20,2023-05-28,219f528872a5898bb7c56b6591312ef5d82b9394d3b5b5107daae901a1eaf6d2,0.8011653744847131,1775,0.7606814975665841,0.8960897562628037,0.8523450451643085,1,8,46.11542013117817,0
PMI,Yuki Hassan,DevOps Engineering,2020-03-31,2022-01-18,fa2459aa9546804f74d5534ba3cbae37b184298b57aed99e1308792b96d78314,0.47970912928830156,2101,0.9269737463868711,0.8889341147749212,0.8547059206427952,1,4,48.046986721807365,0
Yale University,Carlos Dubois,Network Engineering,2022-08-02,2025-04-27,128766e8a7230a8b01159d1f4ef9fa9e04e0dc0f8720c1e1c87d27fcb04e44ff,0.7171767928226563,1247,0.8801874118788183,0.9740712781929902,0.9005731683686453,1,6,30.362308909510936,0
Cambridge University,Mary Martinez,Data Engineering,2021-11-25,2024-04-02,8f898e58ff86bc54b1ecba599eb0e0ad94701c6ce7d39c79b1935acb24b31d3b,0.9107739277066959,1497,0.862045900848675,0.8920189395134525,0.9234573520087653,1,6,31.51913333761343,0
Cisco,Michael Garcia,AI & Deep Learning,2025-12-24,2029-01-23,7d0d87a61137a3656a6d55179c66aeac98e076b5c4ddaffb332f731b4c9195a7,0.8430849606173431,7,0.6580577202638285,0.9703342156955558,0.561914704658127,1,4,24.689621458640502,0
Salesforce,Pierre Rossi,Blockchain Development,2024-09-08,2025-09-26,e5e64a6a4955521786e2ddd9faf7f042ac909898f0bfed2687c5151af82abdd6,0.9231906012780468,479,0.9557526763452386,0.964590997582701,0.93230577851867,1,6,8.498210398901064,0
Adobe,Carlos Jackson,Project Management Professional,2024-04-26,2025-05-10,f8b50c0fb868723e15aaba533db795c6c5845d1afec5f205fc803bc74dd36cbd,0.9311476294042771,614,0.9314084339817023,0.9170165004436454,,1,9,5.429588853148763,0
University of Toronto,Pierre Ali,Natural Language Processing,2024-02-13,2028-09-10,6678ab341b49d62c580be8054c37fd78953db17d48ee95ec8faaa756db649af1,0.6886285006448346,687,0.8859961619298875,0.953434785828994,0.8581183712744757,1,12,25.68368690177095,0
IIT Delhi,Richard Garcia,Blockchain Development,2023-02-26,2025-11-26,ebdb277982d2b698badf47,0.2573,1039,0.2845,0.5463,0.114,0,2,47.44,1
Udemy,Susan Jackson,Business Analytics,2020-08-24,2023-09-03,06017091a13c43b2babb899daa4264134e6f77a24a8605b9ae87ce063f89e6b4,0.8905806383282292,1955,0.9422054153968888,0.8819987338605821,0.9614077389453813,1,4,5.192445487684423,0
University of Toronto,David Rodriguez,Network Engineering,2022-04-06,2025-04-24,f579a3b742385baeaf132e4e96f811d7f6e2cfea90008dc61a84ebb74efa455c,0.8810330926673738,1365,0.8413526497096668,0.9110941039526308,0.9521811336859572,1,8,6.0477313097622964,0
ETH Zurich,Sophie Ali,Data Engineering,2024-06-21,2026-02-24,e320fcde5801f4fb62b542f6922e037d9070b06534c442c30a74d37a24b4da77,0.8827860171323532,558,0.624979030074079,0.9399925553212906,0.8471106574298807,1,5,102.37061264180586,0
Adobe,Jennifer Garcia,Agile Methodology,2024-02-19,2028-07-06,ce0fdf0ebd4306a29bc6eddb089b35ac5bc31472a34ad03dde1cc834563c04c6,0.8320227046583178,681,0.6799699705700415,0.9510463607244921,0.8638165843870628,1,2,35.396131444676485,0
Adobe,Elizabeth Jackson,Blockchain Development,2022-03-20,2025-12-28,fbb8b86fe07968593,0.3119,1382,0.3913,0.6904,0.0728,0,0,14.32,1
Columbia University,Yuki Martin,Agile Methodology,2020-03-01,2021-05-21,041c4a7aba8e0b695f79e694cb16b945872b2b2001c9ff052c02c2190488dfb9,0.7924758807528749,2131,0.7491236083632169,0.8678579789959481,0.9566324534185286,1,8,37.82940838096907,0
Salesforce,Susan Anderson,Blockchain Development,2024-06-07,2028-08-24,74e2d367f2a4d37a0c0123d02e21ead72b25a3fe88c747906c148cf1394fb8c8,0.7266170232916308,572,0.7589857900117098,0.9989671738927367,0.9432428158854478,1,5,51.6960060201538,0
MIT,Susan Brown,Business Analytics,2022-06-27,2024-06-15,60aaf7de2fabf9822964406fd34ed631781ba8577b8cf27c5e5b5768fbc51ac6,0.7065695108104926,1283,0.7645467452901257,1.0,0.8913997991016114,1,6,75.86643897666396,0
CompTIA,Sarah Johnson,Network Engineering,2021-06-15,2023-01-21,d35397bfb6e5e26303a7924605f6f6878d6c5874c088c75c7c0d5f794c858e6a,0.911705352489404,1660,0.8377687301548106,0.8891195409099607,0.7858744682790053,1,3,48.96502486474215,0
University of Oxford,Priya Thomas,Natural Language Processing,2020-08-21,2021-09-13,ca757992f22dc00c8856eee523aeec7ae9d87ecbb5ff03488f6502a54e8149d2,0.8413450009169425,1958,0.890063293585514,0.944555998144123,0.9109930703391939,1,5,11.158796703754119,0
IIT Delhi,Robert Ali,Cybersecurity Analyst,2020-05-20,2024-01-27,bdb6a9de27472510f2f80e2d7449044f0d363c36c5a820c8dee29fb4f03bc25c,0.8465215088477884,2051,0.7806388190620137,0.9651601588230185,0.8769420120586554,1,12,11.810594505770492,0
edX,Carlos Thompson,Business Analytics,2024-06-10,2027-04-06,b3edc094fdb6881c11ac66fb73acbcf6b195b1bd010fea024b69f7d7e1e73849,0.8447259784991938,569,0.8589885054583372,0.8603951568991313,0.9399599260527861,1,7,80.71147521607568,0
Cambridge University,Joseph Miller,Blockchain Development,2025-07-13,2029-06-23,2c6654ea81aef84c19b6228e5860266179358f61e6ab5a9a103d9eeb3c132867,0.9360978811832326,171,0.9216231307019086,,0.8105470082544561,1,10,10.265785245588788,0
University of Oxford,William Williams,Quantum Computing Basics,2025-12-27,2027-11-03,54221cb2980433e9d70cad60510a1da0c4f32331da901d2bcea9164e3441af09,0.803874206938929,4,0.7126484849701207,0.9133780423825923,0.7716806640930679,1,7,10.3114629500026,0
TU Munich,Sarah Brown,Software Testing,2021-02-09,2025-07-05,91b4256fbfd4a7d98ad230def5b54718da0782de5426fcaaf44a779dc84df936,0.6607172523248486,1786,0.7944876627684071,0.8238444110687063,0.7432579015703783,1,8,7.139690312033957,0
ETH Zurich,Ana Thomas,Machine Learning Fundamentals,2021-07-30,2023-03-25,c807aa8bab72f5c4f30a0a9c680667986ea8466fc4bed6d81dc48f5168ffc011,0.7796351938609173,1615,0.8917824181464636,0.9237945519260388,0.8964781866638809,1,9,33.257144687204594,0
Microsoft,Ana Garcia,Big Data Analytics,2024-09-05,2027-07-21,8b679f46b6358b455eb376918377a1c7f2a498edec3c80879cab0eeb938dc5df,0.6054526817157755,482,0.8192084835648141,0.8576946860132011,0.8537912097155516,1,5,23.48380723248498,0
TU Munich,Yuki White,Digital Marketing,2020-11-22,2025-02-13,bd1133d5d512a154b09384fae2cd789a9c5c25e853b60f57fa1a1ebfcc5a8057,0.7411713602576026,1865,0.968354775630916,0.8925948788147824,0.839322881673141,1,6,65.82416575439635,0
TU Munich,Priya Wang,Network Engineering,2023-04-13,2027-03-01,456c9258f202b10947b5f818bbefccbbfcf00a5a0a41ac4583da03da9553e4f3,0.9481719622604627,993,0.729984721134452,0.9238987363175359,0.9186900254982587,1,4,36.4498747567785,0
ETH Zurich,Linda Anderson,Business Analytics,2020-10-10,2023-01-12,a15ffa23ddf43f68826cca49c5290c6f65dbc437de9bbd94a541fd87baf6a940,0.7975210659090314,1908,0.8153246410384608,0.9815403993421332,0.8885754222171028,1,3,32.1735722270028,0
University of Toronto,Mohammed Davis,Blockchain Development,2021-09-13,2026-04-29,5ca3cf1f2e2e0066d15203eeaa869d71f54bcb1ba1a922ba2adc58f3c95717e6,0.8837159790067358,1570,0.8514154646269839,0.882862404485067,0.8186516162263611,1,3,46.37080963524961,0
Coursera,Sarah Jackson,Business Analytics,2025-04-28,2028-07-19,1cfdddf2a52d673f9c14930645710a481e69686bcc92b29cf8f8c1fffe631f43,0.552708870106936,247,0.9079906663765349,0.960896396790757,0.9138882611061254,1,7,28.052135888443164,0
Microsoft,Jessica Anderson,Network Engineering,2023-07-09,2027-02-20,810c4c0f64387eded94b117565c0c979f80b6a247596ccb33442149402be0c91,0.7750835264025597,906,0.9569018292938527,0.8964773041826554,0.9124763184159289,1,8,25.174807505894698,0
Google,William Miller,Business Analytics,2025-09-22,2027-09-16,65348b3efa9becfeac92c0d72eb128bc09f753ea28a2f02e35f16c6af1db4f4f,0.8588192275467462,100,0.8837549419733574,0.9611907510653366,0.8397292470645182,1,7,7.866028379094308,0
Cambridge University,Joseph Garcia,Natural Language Processing,2021-05-12,2023-01-06,f6dd4409d2eb08036ac1297fc53c1d72b7d309ef814e9b7d74291c979607dfbb,0.9633947623997512,1694,0.5314432692011677,0.9308228751315957,0.8870490442587335,1,7,8.877268820922632,0
AWS,Karen Mueller,Big Data Analytics,2025-11-27,2030-10-17,ad08e957adab22e32ea39c872b6888700be9763a94639f56e7c53e48ddface6f,0.822668124038266,34,0.931332474750217,0.9625881319721868,0.966578492707461,1,3,135.6906748402086,0
TU Munich,Richard Wang,Big Data Analytics,2021-12-01,2023-07-08,ac52c57a11eb7b3002cfd96d2ab82eb4d968d7154ab51c8ad8216529b4c883f7,0.7238561956994916,1491,0.9700431586215656,0.9037158644700444,0.9953575805031174,1,5,36.98662061681909,0
InstaDegree Corp,Jessica Thompson,Software Testing,2026-02-09,2030-06-13,847236c200257655a7dbe16ec21382141d0c03973170c690d91d34c3fb872840,0.2854,-40,0.1445,0.8098,0.1143,0,0,87.47,1
Oracle,Michael Santos,Big Data Analytics,2021-01-25,2026-01-20,b908950d5d825bc8da610ba5578bf1c16d345758d64e357670282ca7ed102d70,0.7888540973184729,1801,0.9586597962834323,0.8886901981739439,0.8551704924997295,1,4,8.979743987078924,0
Microsoft,Mary Martinez,UI/UX Design,2023-10-31,2025-08-03,2731b1e575d8bfbb543c440530d0aef95d27c247bf7000112868472093f498eb,0.6492961473404426,792,0.9416649344312323,0.8391795637427899,0.9759062247106945,1,4,100.43246511576368,0
Harvard University,Arun Harris,UI/UX Design,2022-10-01,2026-06-09,3b413284cd0c97e31758178803e3e7df012270aa532aa32dabe6e807c3e8a877,0.2609,1187,0.1062,0.6052,0.115,0,1,27.98,1
AWS,Carlos Tanaka,Cybersecurity Analyst,2025-07-05,2027-03-08,aae88ea8409d4858c28c43f7a0e7767c2c2f02ba42536172a5201f13da805076,0.8867357375793726,179,0.700698204750142,0.8884505277353438,0.9238518202283179,1,7,104.87186419807534,0
edX,Susan Kim,Full Stack Development,2024-08-02,2027-08-08,6b02c9aa923c7c9cb37238bc1d12803b76581e12d4b891f22c7886ae82f1ada2,0.7697319159241381,516,0.9304337982591807,0.9600493094987996,0.8109977061376832,1,5,49.28720693388851,0
CompTIA,Robert Rossi,Digital Marketing,2022-07-04,2025-07-02,00c58ab7200f5fe43b217c39b108d001a1340b79eb2279d4a1d9e659c36870e1,0.751062781760916,1276,0.9473715026190428,0.9980559512516013,0.8002743439047806,1,6,8.258391490253192,0
TU Munich,Linda Jackson,Database Administration,2023-11-30,2027-08-21,ac1d1ca346fc5dfc9614e0f974db5a69ca6579992c375b8b88a7d5649cb32973,0.9885429616380886,762,0.9401586571413623,0.8737194554146669,0.8652714532909437,1,8,51.757789021945264,0
Yale University,John Smith,Digital Marketing,2023-08-07,2025-12-05,f05baae50ddfa18186b790a8d5d6c77450062c3d451dc2266cd215ebb1d8e4f2,0.9236209843739952,877,0.7013048908327908,0.9121195372763591,0.9669068902101435,1,7,9.166268225918534,0
Columbia University,Priya Jones,Digital Marketing,2025-12-03,2027-03-24,85caff32cc20d3506819a5083a5644904e398ef7196664d776b621686a84c1d4,0.9283155050412687,28,0.871300869341958,0.8531699769712737,0.6697188334627869,1,3,8.758589475640695,0
Cisco,William Martinez,Data Science Professional,2021-03-20,2022-08-07,5dbd3fb3c0b1d285b4a2f43c556d68c9dc68afcdb0fecf2b75061234c5d96528,0.9239889500161129,1747,0.902794620711271,0.9490054348277618,0.8275622703314777,1,10,21.585005379853012,0
University of Oxford,David Smith,Natural Language Processing,2022-07-13,2026-01-06,1f28c8d66ef127b59364a218c2e944e03108fa050a338dcedaa21fae74d1c34c,0.46135932143052716,1267,0.9332292326032346,0.8343432735454561,0.8991931219070364,1,7,43.958492706187826,0
University of Oxford,Jennifer Jones,Agile Methodology,2022-08-15,2023-09-23,57383a010974089f64e1995f2ac4cdc64a0b950c25dbb482910d989ef4fc24c2,0.9758497178445432,1234,0.925870017368161,1.0,0.9683903984136684,1,4,40.5070620786113,0
InstaDegree Corp,Linda Smith,Software Testing,2023-10-23,2025-07-03,14246a92dea8c3e7be5451f3,0.161,800,,0.6104,0.1372,0,2,2.49,1
Salesforce,Robert Brown,UI/UX Design,2022-09-20,2026-12-02,b66678358b98abdb74a1f4e6c1e62fba727289891c8b85557f8e422f108a8328,0.87501578480709,1198,0.5891899255364706,0.8687322419888065,0.9358429486991702,1,5,32.62575066296806,0
DiplomaMill Online,David Harris,AI & Deep Learning,2024-06-09,2026-03-29,83fa65817d274275edebe0f1f64187f5a737cb3a8b8a15f7c2440652e9e2213a,0.3531,570,0.4,0.4723,,0,0,7.91,1
Salesforce,Patricia Martin,Software Testing,2025-01-24,2027-03-14,80d4175b8bc6ee8917bb05a0359abf21ab2556b872be745b3a5f9a84d4ed0f68,0.8619163999907307,341,0.887407074235737,0.9556781106962089,0.9645318995793205,1,6,25.215318425125968,0
Udemy,John Chen,Blockchain Development,2020-10-27,2023-09-15,4835ef12fea26dbbe9b528f0d85b1b0bedc2894f0841b06436a3f6cada4e5713,0.8419522729131758,1891,0.8420213642341506,0.886001348406607,0.9163305167902862,1,7,19.764917197958354,0
Johns Hopkins University,Michael Rodriguez,Network Engineering,2025-07-16,2029-05-11,038b4d482d642531510652424c916f3ea63baa0eb7ab5ad32869f03ae467752c,0.7937262981427667,168,0.4977845529773111,0.9229970827590641,0.7396429784930175,1,5,24.002566900933655,0
AWS,Jennifer Kim,DevOps Engineering,2020-09-27,2024-04-29,a9bcb95ed4a3451d3029b0f23d963864205f62448db07d997b6011e23440182c,0.7799427706149001,1921,0.6132724885978821,1.0,0.6829656774571441,1,3,151.35067742628408,0
QuickCert Ltd,Jennifer Garcia,Full Stack Development,2020-09-13,2024-04-23,683ddc5c294d2c19ae61297c786aa44503f8b4ec476bac909e78aa0a0f0ba8d5,0.3363,1935,0.1939,0.7228,0.25,1,1,36.73,1
Oracle,Christopher Ali,Mobile App Development,2025-10-17,2029-04-24,d68a3789686295c11e17d220e994aab99a104aab59e4da958c910179a983d6fe,0.89671870652176,75,0.8829493252111569,0.9373512038637342,0.6352391211447921,1,7,14.367808679292754,0
IIT Delhi,Sophie Johnson,Computer Vision,2024-12-19,2028-03-21,ab3473def7fbfbac953134bc6e6286ae78299656587368dd91669301bee74416,0.9541851215913744,377,0.8696535928521715,0.9012674124870286,0.900012359815433,1,7,29.355451730758578,0
ETH Zurich,Fatima Chen,Data Science Professional,2025-07-02,2030-04-16,91010d178e0c195dee94bf18ffa4f5cf5d6caca293ab1d573e0209dfe8c5f7f4,0.8911210659892372,182,0.6531906143368659,0.9714352327869349,0.8381742393794422,1,7,39.854033137318176,0
Udemy,Richard Davis,Database Administration,2021-08-04,2024-01-09,08b9831b2a7e9d3efe5ca4178758b598859235e0115148de63f66136815229dc,0.4962953946765427,1610,0.7857743369929558,0.9612075898566348,0.7667247675563718,1,3,48.154409332595364,0
Adobe,Michael Hassan,Full Stack Development,2020-03-30,2024-09-09,62d309f535354d28a8c1519ca2bb7753f4b4a3d9f29942e6b105e0000db35edc,0.6949240351065114,2102,0.6739798581809592,,0.8366633016654558,1,5,13.449564565964968,0
Google,Priya Thomas,Computer Vision,2023-10-01,2026-07-13,a063e354fa9ea4e8291cf3da5f0dac42fe38eee79fea479b5b7a2c1ef4d88ae6,0.8700212747317676,822,0.7458026672999029,0.9099116979588967,0.9242780573070489,1,9,19.018750433486954,0
Microsoft,Patricia Jones,Agile Methodology,2023-04-19,2027-11-06,87745491579e09ed89160d8c635e536a24bc30304f46959e6b5e45cc99339b9f,0.681970509273624,987,0.7031232061516508,0.9457704504933316,0.9279460860856094,1,2,53.542708301076054,0
University of Oxford,Mary Thomas,Big Data Analytics,2021-05-30,2022-09-03,30af4ad53b83052ab7354b0b67dc58a66cddedb4aab32d5c34df113a0549143c,0.7114119570374856,1676,0.8773696117751406,0.928525379018095,0.9480600392310482,1,10,10.244673284447424,0
Google,Michael Kumar,Computer Vision,2023-06-07,2025-09-24,e7c0e6768ed497aabc80193a8b0d004d07ca71d8d99d8fcc2dc4606ff6890187,0.8964819982968557,938,0.9902543198577793,0.8283687410535231,0.9462442443711986,1,4,6.9532234144372,0
IBM,James Brown,Machine Learning Fundamentals,2020-12-10,2023-12-17,d34c99f22298f51cc695cc7acc08e8ae86165df88d89c48a12c3467a7bed5b20,0.6718365638301251,1847,0.967336640506816,0.8620779988119412,0.8865333753665704,1,4,43.771146708525656,0
Cambridge University,Elizabeth Harris,Cybersecurity Analyst,2021-12-01,2024-02-19,70fe50371caba283613de9bb90e13c98b553e88b94c1477e311d3a5bc7bd0bac,0.811480394679622,1491,0.8222859978236896,0.963481209649527,0.9702867510056458,1,11,7.1381330963190095,0
Johns Hopkins University,Robert Williams,Mobile App Development,2023-03-21,2027-03-04,96f9defceb7619eff28bb14148c716bc04b5d61b572a60437d9c59b2975e82ff,0.5091345912768782,1016,0.9027914996295135,0.9532472203616831,0.9839377336133331,1,10,7.038901222361737,0
Cisco,Sarah Smith,Database Administration,2020-02-13,2024-02-17,b84202200ba8ac5b7e2b1fb0e03044d0924bb2584f64843db81f0ebb5a7615f4,0.8911253422771449,2148,0.61359386362165,1.0,0.9454492933820104,1,5,7.391852475326777,0
IIT Delhi,Linda White,Quantum Computing Basics,2025-02-21,2026-10-20,df521e50fe215490709e6876979f98cf043c82ee8e9413a1cc6028c7d0292332,0.8948449607314681,313,0.7789546700266575,0.9384431049688089,0.8774607634014753,1,1,8.393561966905947,0
Cisco,Jennifer Martin,Mobile App Development,2020-01-19,2024-02-24,d9db0edc9b8db9439576f1f431ce98070c33fb7a83523763c14a08781750a705,0.7786053404742891,2173,0.6656680677048237,0.9009019923972893,0.8560002609369475,1,9,51.21290383203066,0
University of Oxford,Jennifer Davis,Computer Vision,2021-10-23,2024-05-10,8fb0117f49d860facd8f9e63af62b24eed4424ad4b958a35fb4746399971b98b,0.8860623603276158,1530,0.8816082676919955,,0.9395832054550466,1,8,16.715204112176615,0
TU Munich,Joseph Dubois,UI/UX Design,2024-09-10,2027-11-12,142adb008b80243c06a67623919015417cfda021e89779133b09efab2046bda0,0.9003027591063604,477,0.8049837700507916,0.9515231984377276,0.8368227123543098,1,3,25.633271606439585,0
AWS,Arun Taylor,Digital Marketing,2020-05-03,2023-11-10,3d4139b12788883705352fa470da74ad86e3bdb4f173664c9785665c928d8aee,0.7435179429736094,2068,0.9137076391166384,0.8303161614842031,0.9148255215261578,1,3,18.483340905096274,0
Yale University,Ana Hassan,Computer Vision,2021-08-19,2026-07-17,0f2f05f8207f4d2c9e1456631730fdbeae609ab6142358c8049eef999e70408c,0.9756694690231509,1595,0.9466190955457213,0.9050475220612996,0.9484242317932218,1,8,105.06961198731187,0
edX,Susan Kumar,Agile Methodology,2024-01-02,2028-03-14,70e7c240b7110ddf4900b9f63dfdaa27ec1b5cfb1b78413b5a109ec65033e307,0.893665530022661,729,0.8756354782212807,0.97806679518072,0.7608376791264703,1,9,67.72633159487751,0
Stanford University,Susan Brown,Robotics Engineering,2024-03-11,2029-03-09,72c820caa8d2a8a73505e6d9e1e585ffa6e32a393bba6b49e83a7bcac8db9aaa,0.766308299395985,660,0.8289267534547574,0.864650416134116,0.9343431136601263,1,7,69.8449774155531,0
IIT Delhi,Jessica Thompson,Natural Language Processing,2020-03-20,2021-04-15,547d9fa36e3b6822c743e6cd56a4453ed03d0609e518f5b6d9e00a9c0a0a2511,0.9647745390946165,2112,0.9506054932191359,0.8952988711546355,0.7623542697767706,1,3,2.680175433394113,0
Coursera,Patricia Harris,Mobile App Development,2025-05-07,2027-03-01,5d917d84f3c3925e38532e550c85b71465b195a86dd83c3e8cea897c34ed0b2a,0.6903684353314976,238,0.8483447254517855,0.8781083964246753,0.979881056466774,1,5,68.31714909221817,0
Adobe,Carlos Smith,Robotics Engineering,2022-06-08,2023-09-09,2f63bfdf24b6f98b912c85f4148e565fc0d4ce86eb3ddfbb89cd845bdfb98488,0.7931576028943438,1302,0.7090953800651539,0.8857300744206118,0.9694176377312611,1,3,29.291851723695377,0
Columbia University,Pierre Hassan,Mobile App Development,2020-04-26,2021-08-20,32f847c8b8cc6838dd3f86a77334a0c68f463653be2a124deb716e80d97a91ef,0.871026305532675,2075,0.7730781587878527,0.9576574666985092,0.8900482363946074,1,8,19.42533479421267,0
NUS Singapore,Richard Jackson,Computer Vision,2024-08-28,2026-07-31,41fa6db085747b83bcfb4cde3777d230f454a07679deb6329bfe78a848c6ab72,0.8714931327572575,490,0.6903387785199422,0.9927808335762625,0.6974268113346308,1,4,11.226195582686513,0
NUS Singapore,David Brown,UI/UX Design,2022-07-13,2024-12-14,e146d923ed1954fda5a2242160bb21a41d96db4e0b2757423e3e5a0f4b6f746f,0.7710518544307536,1267,0.8533478592525328,0.9405604849306188,0.7612068757183906,1,8,18.259100250771944,0
Adobe,Thomas Tanaka,AI & Deep Learning,2022-06-03,2024-09-12,9a1bc3fb89343aa5f9d83c121438f072f68cd307d9cd013e59699ceea0a0d8d3,0.8739032903675025,1307,0.9094018372375064,0.9452862437644479,0.9143634550108783,1,5,1.780061259717796,0
Google,John Johnson,AI & Deep Learning,2020-02-13,2024-12-11,efc07e0e6e9329100790c2dd566f62fb88c3f734b89936a7258483509b121c36,0.8601800647989297,2148,0.805880987800991,0.8465462672895396,0.7549135850805996,1,5,60.81547368378451,0
Udemy,Mohammed Dubois,Full Stack Development,2024-02-16,2026-03-30,78b7445fa18b815d2717cbe0314ab6f58250d39eefae880c58c58439f31ea579,0.7851400273541441,684,0.9564218235299181,0.9496158732749296,0.9752363040394384,1,9,11.999746322935849,0
ETH Zurich,David Brown,Data Science Professional,2020-09-25,2022-04-18,4ee53dd26dc3d7d97eab73d89b28005c4291c9414f8dbcd8ad128020f78cbffb,0.9389810496598497,1923,0.7982538695230733,0.9098406672911823,0.8464455598152123,1,4,9.701166751384932,0
Cisco,Karen Anderson,Digital Marketing,2020-11-30,2024-02-16,74e46418acbdb7a8f5d87d370928658faf0971633b9abb576fb3659ed326ec6a,0.8519559147071369,1857,0.891759617956252,0.95539083540462,0.6648112191264922,1,5,1.8598802382025144,0
Cisco,David Davis,Cloud Architecture,2024-08-23,2028-06-05,20a2ada7294656be970ad5970daaff75865818ef517fc7e77c355536cb58e6a4,0.7859961132248445,495,0.8885129257987681,0.9417237632250318,0.9180123811544701,1,13,24.446241087302017,0
ETH Zurich,Priya Rodriguez,Data Science Professional,2021-11-29,2025-09-10,e9705a4f3e0f3d185dfd3e93444662c5d58d908e12a5111cc0b1c95657aa8d82,0.9483583204825728,1493,0.9630090129891408,0.898888253734076,0.571072801922449,1,8,9.42685439497694,0
Microsoft,Sarah Harris,Agile Methodology,2024-02-20,2028-02-14,6e24019248b74739d6553d34a6d3f58e7f6bb2f71c57b95f36e38027cfdde6c0,0.939805748139605,680,0.834871435528477,0.8269439683132034,0.7499916907731028,1,4,38.785251100891806,0
Stanford University,James Santos,Data Science Professional,2020-04-23,2024-12-31,10769474,0.0208,2078,0.4,0.9569,0.2772,0,0,1.85,1
Udemy,Karen Smith,Cloud Architecture,2021-06-16,2023-11-28,00db03bb25c7beed24daebe8ccb521439a2a00b756169fb5342bfa7b5cf442d8,0.9070345470840177,1659,0.7258004031205986,0.9611089063250764,0.9697773449134887,1,7,15.111290113713144,0
University of Toronto,Karen Mueller,Network Engineering,2021-03-31,2022-11-16,5aa345a144ae46ec01b6109562b140b2de8616b0a5f9b1461db521e802676759,0.8589963320480578,1736,0.7947489226317713,0.86394227102245,0.7214782013295741,1,6,15.641632748312658,0
TU Munich,Arun Hassan,Database Administration,2025-02-09,2028-10-10,c28f20e29fbeee9851efc3d203854899eb75a551b130ecd2e6e78b18eef4569e,0.9944813930345441,325,0.7837064373427727,0.8935942829856376,0.9744382866260012,1,7,5.151162070155834,0
Coursera,Linda Martinez,UI/UX Design,2022-04-20,2024-01-20,ea13e042a9cd22d529761e30b6c930ff1db8d8009adb0b1630aaae2b633a535a,0.8460189204294739,1351,0.7620250548498679,0.8473472576849574,0.8895143841422767,1,3,11.232667748225477,0
Cisco,Barbara White,Data Science Professional,2022-09-04,2023-10-31,5cb45ded4928a4e102c20902800c18bc7a90c7a6f2a992d99dd64495dbdc6025,0.8093519669542396,1214,0.9518135761060598,0.9200049510925911,0.880595501079201,1,7,30.961133904453554,0
University of Toronto,Barbara Kumar,Computer Vision,2025-04-13,2028-12-04,26587ebaa16f73bc99fd025a2f7dae3467889ae021d2d79a3ace7960d15ffacb,0.888286440880318,262,0.9323592986323826,0.8340282157958901,0.5665536892485665,1,3,8.150414631739627,0
Yale University,Arun Thompson,Business Analytics,2020-06-22,2022-09-13,4fe20a1b800a008352f47fdcf8d39ab14e9bfe4116b11be3fc96768e5d565281,0.6464968375639679,2018,0.8343916652065192,0.8649871374524883,0.8644476321202839,1,12,17.61097373185025,0
Microsoft,Priya Santos,Quantum Computing Basics,2022-06-06,2026-04-05,9b64d1809b23e0ca4f9a84e9ff16f23992fe54549f5071f0857b8e1a6b439491,0.9272379731280586,1304,0.8374227574974725,,0.8895356256622791,1,8,58.7848240546102,0
IBM,Pierre Chen,DevOps Engineering,2021-01-29,2023-06-20,a4d7d4c67954982393bd0f9bfd744d105c18a08cd22f62b530c8e3dd070ff43d,0.7310989114495677,1797,0.47958039551393566,,0.8428160200881782,1,3,45.74326678005266,0
CompTIA,William Mueller,Cybersecurity Analyst,2025-09-26,2030-04-04,3c40164be90ed5f7a32a0a9ab3751e7fdf984728df8574a6ef67a1907574d77f,0.8075041797401991,96,0.7577485491537269,0.9899627254525052,0.849608816972926,1,7,26.57216451643061,0
PMI,Sophie White,Data Science Professional,2023-02-12,2025-05-16,a2c2ce0628fcf046ae59e53e67c6a9d9619ddffdc777c89743e0e65faf282429,0.9365657940433019,1053,0.9350154446640233,0.8637172516099708,0.8667820045650704,1,5,5.595405002924525,0
Stanford University,Sophie Martinez,IoT Development,2020-11-09,2021-12-24,34ba73a0f67491f26356d751dfdafae7aeb3f38e7ef742b7b072c19bdc08e1a9,0.7982917117092376,1878,0.8307702001798412,0.9448921362132412,0.8737236741783349,1,6,35.17783270310747,0
Oracle,Joseph Kumar,Project Management Professional,2022-07-05,2026-07-14,7e13df336b8df095f4caf95038151bf04948c85012489f6b1f7ea7b6f8b24988,0.8851286877408718,1275,0.8944054354515505,0.9642356787639701,0.8230306264783003,1,5,23.56026259898876,0
Yale University,Priya Rossi,IoT Development,2023-05-15,2028-03-05,61abcb078432dfa098d40c90e798ab1c56782ad0c7518e40ab7e9c7d18b5569c,0.8529394518321419,961,0.7908539370633072,0.8914519832943482,0.9168498917691261,1,4,7.99419552998768,0
PMI,Barbara Patel,Full Stack Development,2024-05-27,2026-06-11,0d933b333e73475464e9f841050b7df35c94e21d981621265b6220787460f598,0.9677529582152025,583,0.9237384213441114,0.9299220887416346,0.9676154391083576,1,7,32.01252581045332,0
edX,William Martinez,Software Testing,2022-04-02,2024-02-25,11336a64d2a6555277107cbe95ef20ca3e8ac023df1373bf1367105ce17a95fa,0.7428739429289245,1369,0.9055640041010214,0.9635988430329667,0.883144013649509,1,4,21.4293419865332,0
Adobe,Patricia Patel,Blockchain Development,2020-12-24,2024-07-28,6dce6d967dfb2728d71ec42f368ea3151827173a90856a0c1f23f4a8ac7eacea,0.7332739474212081,1833,0.8235973000174285,0.8495086432723826,0.9482180776681886,1,6,36.8740750820535,0
Stanford University,Linda Smith,Natural Language Processing,2021-10-16,2023-11-11,272bc83a6d582df6210df04f4e1564a9f7c6b4618dda36ce589cd869bdea6d41,0.7729760837604666,1537,0.9457111976846165,0.8455082845094575,0.8570318662187197,1,7,5.260307156791768,0
ETH Zurich,Pierre Rodriguez,Quantum Computing Basics,2024-11-16,2028-04-17,0508575eaad4a5450ff47a341307f45fc203fa6c0d601f98728530128713c340,0.7915562818137741,410,0.6383600120448762,0.951487483814897,0.8366846444575037,1,8,49.61054085621983,0
Coursera,Fatima Kumar,AI & Deep Learning,2020-03-31,2023-10-16,3ae7e418aae1dcb43e3eb515707652bc9f5cad5e0b2b18e7fbba71933c53bfb1,0.8391745161579004,2101,0.6486380153854634,0.9182774761951784,0.8753494360365237,1,10,4.292495298694495,0
TU Munich,Thomas Williams,Blockchain Development,2021-11-16,2024-07-07,b1b318356ec372f3a6d39b2a8348b52d7d955d7ea4a337f4645d9360d8a9b7e6,0.3943,1506,0.3623,0.6477,0.5227,0,0,35.64,1
TU Munich,Robert Rodriguez,Mobile App Development,2022-08-10,2026-12-29,3d87a7243a24ae01671821cf791d92157088374068b5643e6fc88f2091e16534,0.842345218114294,1239,0.754177654228564,0.9388446818168362,0.9506924703607735,1,7,1.6937398999374624,0
Google,Michael Garcia,AI & Deep Learning,2024-02-22,2025-09-26,176f4cdf9f27b87135f52773e3cad903f3da67bb39c6bb8353cf33a886872598,0.7151633637354552,678,0.7995348910407138,0.8865966708836319,0.908609420385697,1,8,6.635029590745354,0
MIT,Mary Smith,Digital Marketing,2023-12-03,2025-02-26,3047f50ee6379e83f34d963b665dfede7712d5bb58e0498ed9b0051bc812fc2f,0.6968614647065314,759,0.9554698462920029,0.8558147271894803,0.7619232227423265,1,5,126.99934258466554,0
AWS,Karen Mueller,Agile Methodology,2024-02-21,2028-11-20,7aec20ce4c447a0904837a6a1b5d699001cffa981f52e52e74133aee77fb3327,0.8196623094008483,679,0.9145044673226432,0.9247782221666709,0.6429093747368767,1,6,6.600488983873307,0
Harvard University,William Rossi,Cloud Architecture,2022-04-24,2027-02-15,c34ab3179ed68ff285615de647a4acfc4dfb1c2fb5562cf3c06a8483c2131e71,0.850698857888194,1347,0.9306403394437996,0.8830868452887007,0.7519969216542404,1,11,26.89596882422407,0
NUS Singapore,Thomas Johnson,Big Data Analytics,2022-04-02,2024-07-14,2ad3d7104ba02550b3bbaa423c4f30f609579178434668087c6d3d9e8b93db14,0.8894290713224576,1369,0.7443616236468481,0.9718685054993206,0.8686886200460394,1,7,4.514874789329367,0
Microsoft,Jennifer Patel,Business Analytics,2021-03-19,2022-09-15,ce460f2012287081eafddba26583997abf431109b8f7cf8924e49114b6923bbf,0.5178843546558105,1748,0.9883954246490934,0.9177858445706807,0.9644950428655449,1,4,2.1151767585879906,0
ETH Zurich,Jennifer Brown,Data Science Professional,2024-08-03,2028-11-25,248bae654790584e7d0760d776a7903fb59eb17198961b467041f9b3f3a9be48,0.7832658174344664,515,0.8143546429060929,0.911872783692679,0.9158944047249348,1,4,127.63757729008019,0
Columbia University,William Wang,Software Testing,2022-04-12,2025-07-14,97dd1a10c82b2b977aab3404965989465016e28a3b01dd010afb912245e4846a,0.8873601074777419,1359,0.9335927836066766,0.8971908186260149,0.9749174216437562,1,9,10.083362902916077,0
Microsoft,William Miller,Network Engineering,2021-10-30,2026-09-07,4c5d627d860906350f3d5b127edb3a60a43de29923141e88ca02acf21606e703,0.7808314044872502,1523,0.9363804701632256,0.9105283890018157,0.872762688612591,1,2,21.31174629562892,0
Cisco,Carlos Chen,Machine Learning Fundamentals,2023-10-14,2028-07-25,257fb4bc111f6e0305d73bbd6c4bb9b13852ecb8579e8cecd35ed955765e77a8,0.7979879350638649,809,0.9877248913212595,0.9233452184965615,0.9432113228557388,1,6,16.08654178893378,0
Cisco,Susan Harris,Cloud Architecture,2025-03-17,2029-01-07,60d7b680dc0890c0c0a19466fad7b4b90520b1c401eef4a52da899c1adf75a7f,0.8646291456420824,289,0.8968040094612555,0.9287062431493597,0.9339955048495638,0,8,0.04308082117489187,0
IBM,Patricia Harris,Software Testing,2024-01-27,2027-08-29,852d4bbba754399191618654bfe16faf1b666f888c9fd4bc713a2fe27807a851,0.8709249608329477,704,0.6921817411623398,0.9097627173158069,0.7666132068531946,1,10,3.803775996621922,0
Coursera,Fatima Ali,Cloud Architecture,2020-08-13,2024-04-23,55ce65da8058a29a38925c161d4ffd805c5fb05c11ab6007ac415ed1a9f61be1,0.6337278476534243,1966,0.8974222835811844,0.948575685922005,0.8942322557595656,1,10,65.26436736318884,0
Oracle,Sarah Taylor,Robotics Engineering,2022-11-05,2024-05-09,ed49a64dcc11892ad61564c827ea90b2e06f9841a04372fb91008ca9bda26038,0.8408814367697678,1152,0.7659289982065625,0.9175657724229224,0.7930904880941445,1,4,32.50927989540888,0
Salesforce,Mary Taylor,Business Analytics,2025-09-11,2029-07-02,b4c0f72838515ffb4f6e4e9c568d4bd46916008c7ea34675dda8d2261a734732,0.9835728893199506,111,0.9264174511988843,0.889336287333956,0.9008747069740052,1,4,16.394731596955026,0
University of Oxford,Michael Santos,Full Stack Development,2022-08-04,2026-08-07,c4b014b0b7826348dc16cc1da29f5a00f181902ca99f440d15e29f5e8cb4d0a6,0.6896283835763761,1245,0.665707427949085,0.9132917405654439,0.9549750879632537,1,7,8.598682459488725,0
TU Munich,Thomas Tanaka,Project Management Professional,2022-01-10,2023-12-02,d1acde4c50f5b267f921597392aab517301b92c5f5a025c2526c2aaab6480cf0,0.7649875340342737,1451,0.9134278076976756,0.9483883949341587,0.7963302456576716,1,3,2.4042139051446636,0
University of Toronto,Karen Ali,Natural Language Processing,2020-11-29,2024-07-21,1e6a65603ea289d4c48db85213ad2985a7ebfc53629662e0d6dbec832a190345,0.8503149344892316,1858,0.7739810691664486,0.8913055020447962,0.7671198906886822,1,8,21.784461949476054,0
Johns Hopkins University,Michael Kumar,AI & Deep Learning,2020-11-04,2022-02-02,519d282c27c3a19a9e39046b5f11f43610528ae660b6a1147aeb6998f0555668,0.8334289013062761,1883,0.8237629607518356,0.9383950489663633,0.763201019764749,1,3,52.56923187033954,0
PMI,Jessica Tanaka,Computer Vision,2025-05-01,2029-09-25,0b0016575acfacb27cfe1627d2bbf335abd58db4ab988ad8077847389070ef05,0.643247453291696,244,0.7699269198709388,0.8874450353309676,0.9391368813308394,1,8,3.5125580152204767,0
PMI,David Mueller,Cybersecurity Analyst,2023-06-18,2024-11-04,a777cc099b080f1de0845a549ff04d78884b8e11e6e15a7f0feae850f11a77be,0.8896619055303269,927,0.7777670195558943,0.9321146941185492,0.8411611037585031,1,7,1.0442892884422443,0
Google,Yuki Jackson,Mobile App Development,2021-12-30,2024-12-15,0873cf7f5aed90e13723241e64cde2c1e00ed892166800d64c27b68ab3f4a0de,0.888130251371118,1462,0.8234417365481161,0.8927933445491288,0.8968930878323425,1,7,22.205677956882656,0
Cisco,Christopher Taylor,Digital Marketing,2024-10-12,2026-07-24,ec9940d18188211c7f0c332df45057144191bdc7934f8b92be481da1e50b7128,0.8613866890965923,445,0.9351588614054304,0.8593135708080823,0.9525831973460028,0,4,107.15587371180068,0
Cambridge University,Karen Ali,AI & Deep Learning,2020-05-03,2023-11-15,d8c4a18528492e5aa700402bcd0b68cc7a926ee916541b91b8c500de810f7dd2,0.8777187208301035,2068,0.9503258884371536,1.0,0.9234254351673871,1,8,6.402518747631484,0
Adobe,Fatima Santos,DevOps Engineering,2022-07-16,2026-07-03,20ff0871d0ba04f29f0e82cda988f08bf1dca6d88b6189cad5151651598199ba,0.7924881966895397,1264,0.7647619001515049,0.8749761092399072,0.9170356294041445,1,8,40.474941841722625,0
Coursera,Michael Kumar,UI/UX Design,2023-12-12,2027-07-10,de39bf00ebaba970c048781e700d3bcebebc990d0a41f2bd5a52c9d1a58b677c,0.7932337495497473,750,0.9902821778239769,0.8760845797462055,0.9305586678101462,0,5,42.4939752182831,0
Udemy,Arun Ali,Business Analytics,2021-02-25,2023-06-11,e3be83b083eca40e8a4c925e6dc8dbd892ece4d4b49e32c9555c67e527a985ba,0.6108559677199289,1770,0.8902850299091452,0.9161003301707472,0.877627288873679,1,4,6.092312040958254,0
edX,Yuki Harris,Computer Vision,2025-07-18,2026-06-25,7bfee6f3b797347d9755cc853be77b8835fb2ef36734a05f8fd9e6e89beb7c02,0.16,166,0.1152,0.5761,0.25,0,1,0.04,1
Cambridge University,James Davis,Full Stack Development,2022-02-25,2025-11-08,4a14cf7bda3954580f85ae7e19ee943f637cbb8173a8908d7d80e085119ca3df,0.8746530598719793,1405,0.9061292200509754,0.9237144125406062,0.7931454821822984,1,7,19.622559664684477,0
DiplomaMill Online,Yuki Harris,Business Analytics,2021-08-12,2023-11-21,937b04ca47c974e4d8c68494f8b97,0.097,1602,0.0369,0.754,0.0301,0,2,49.01,1
Yale University,Joseph Williams,Quantum Computing Basics,2020-09-12,2023-12-20,feb3e0528fe4e07abb3904b9ff261107fbc4dfe24933e97cbd08519df06f6e83,0.8999722483269106,1936,0.9440515872363034,0.8731603220122621,0.9650033632681873,1,8,16.95348908196837,0
AWS,Arun Chen,Mobile App Development,2021-03-18,2024-01-14,8b0c817490a6169847aa7443851ab2908ca74bed200f7ccdb799b4fcbe5b487c,0.8187256657820929,1749,0.9402717278012392,0.8840614099057887,0.7403320382273881,1,5,41.7980159478926,0
Cambridge University,Jessica Hassan,Business Analytics,2025-06-14,2029-09-12,3169cd06f50a6107cfc695c307058cd5688f1eb95db5a0974bce67ccacbdb740,0.7951474946080876,200,0.8291993132761448,0.905170005778686,0.8353055746811596,1,6,23.875181332507477,0
Adobe,Sophie Harris,Cybersecurity Analyst,2024-08-01,2026-02-03,20eb0a3efa9c2f34d38442460d0f04dc6eba5c8d73fb67070386acfcb1d9ee95,0.7601611183340379,517,0.37498209631145696,0.9916881377276953,0.9858726753207938,1,6,8.618111511940388,0
NUS Singapore,Jennifer Ali,Network Engineering,2024-09-28,2027-02-05,7d0043e6b0388a90ecf3c5e2c2999d101d37cb902d700bb477bf958717672215,0.878097246382906,459,0.7031311738406386,0.9564962900905487,0.9053239665186406,1,3,3.039692672490184,0
PMI,Joseph Jackson,Network Engineering,2024-02-22,2027-09-28,82e7500003f78a36a2ac0fbca0ede1b847339bfea6394ddd7ffbd124b3705826,0.8229936665188933,678,0.9644535026399392,0.946503843058301,0.9303689100849498,1,9,15.746180066741982,0
AWS,Yuki Jackson,Robotics Engineering,2020-12-19,2024-01-04,ef289fa5ee13205daf8ef138ed8cba2784011638ccb4fdf3e2ff054d697beb47,0.8118083703820035,1838,0.9346891726851395,0.9005459168393882,0.9018275522251417,1,5,51.10183152282528,0
Johns Hopkins University,Mohammed Chen,Agile Methodology,2025-06-16,2026-07-20,1233582111717a78c0932b993e81ff2a76c769e513eedf4d5be397d38e40c8ad,0.7009260807024706,198,0.945861941980147,0.9721913266393184,0.7790705015753093,1,7,24.96051515560471,0
Coursera,Arun Williams,Digital Marketing,2021-04-09,2026-02-04,f08c034fbecf520104e531c6b9c1123873b7b7e715de31e8eefe6646abe6aab7,0.7116498972562437,1727,0.7589257191342266,0.905112752641163,0.8708437039204372,1,4,10.004925575753674,0
Stanford University,Priya Dubois,Cybersecurity Analyst,2020-12-03,2022-10-01,84fc55eeeb8fba4e0e48fe57c7affdf4be5c3157ba0f0e016687c0bc84a98d57,0.7860800261191239,1854,0.7313281604170196,0.818565701018549,0.9566654178960663,1,5,29.43604675838467,0
PMI,William Mueller,Business Analytics,2021-08-07,2026-03-14,ddb4ef6d8cc751e7bf27b49118970b96c0258ed5d61c193f1d28e88cfc88ecfb,0.6910261426183691,1607,0.8573076543257934,0.8935733415576999,0.5472514932750622,1,5,0.6144289773947215,0
Microsoft,Mohammed White,Data Science Professional,2020-03-05,2024-11-21,1af9bfc37cd0fabc335b81486b91bf3cb2b3341bf077a348a05e2c6a7fea519d,0.9210790000017288,2127,0.8217460319467217,0.8379869857562965,0.9180937097048103,1,4,46.411239889513055,0
Stanford University,Carlos White,UI/UX Design,2024-11-30,2026-10-23,5db531106b87560144e24eab0d5d583951df43d8bf6f833cb1e62a869ad3983b,0.6991722500169687,396,0.7415465347853426,0.9511189325958325,0.8794734755905078,1,7,16.052102356234357,0
University of Toronto,Yuki Brown,Big Data Analytics,2024-04-01,2027-10-30,9153fccd505d73c9825564ff0f6ba7f3e0eaede5a9560afc452206833720982d,0.6254055478065802,639,0.7615932973044739,0.9723682644073494,0.7146761513491572,1,5,3.5654029647840693,0
Adobe,Joseph Rossi,Mobile App Development,2021-12-07,2025-02-26,98364ff137d89b886570ac3bad86aa471e36863a8cf050309c747c01d11bd1b3,0.969805317004002,1485,0.6671616810177994,1.0,0.8611629727920224,1,8,68.10705080761853,0
ETH Zurich,Richard Thompson,AI & Deep Learning,2022-07-30,2025-04-15,d858d90ece6564cb790cb52d8777fdd9eec4431ced566c78be33e468cbe64a16,0.7681222568491205,1250,0.8000701569498773,0.9492262025918717,0.989527942921071,1,6,58.485255995210494,0
IIT Delhi,Jessica Chen,Cybersecurity Analyst,2025-10-06,2027-02-24,d2ef979a016843ed067c48538470efdd902067761ffbe8782dfc8635c901f407,0.8043240337617504,86,0.7252653825022045,0.9948241168902165,0.8897183377622168,1,6,2.863371555603579,0
University of Oxford,James Ali,Big Data Analytics,2024-03-20,2026-11-03,7782d9061f4440c9c53e60314bbb7ee45bd16d10e9a7ab99417f8514595f8a4f,0.8424180600242154,651,0.8074084050922494,0.9325181963030437,0.9177242013728845,1,8,46.250150211677344,0
AWS,Christopher Anderson,Agile Methodology,2020-03-31,2022-09-01,321e5dc565844afeec2947428cf5a608c800cfa41281ee726883656d64d46542,0.8950602209977556,2101,,0.884132451815983,0.8814122975994284,1,6,2.807610466782978,0
NUS Singapore,Mohammed Jones,Computer Vision,2025-04-12,2029-06-15,acd48dd5863870c531e615ac6c0888a56479c6105f9649441074c8fe4d346aeb,0.8481046049951073,263,0.9274459318299061,0.9127627053897774,0.8236997098049216,1,7,5.886415152448687,0
Microsoft,Joseph Martinez,Full Stack Development,2024-07-03,2028-03-09,2158e1a3e623f0a4356aa1dcddb47e956e6e64d0e736c2d95dd185a8246ef6ed,0.8024412398899275,546,0.6948570617986596,0.8592575451312141,0.7872098825230986,1,8,45.83193551562056,0
AWS,Wei Kumar,Cloud Architecture,2024-10-27,2026-03-04,71eaa702642c92cc51b5c4c7ece8abbd20548e0ff69e63964fc314b5a148132c,0.781529789552287,430,0.71680682880815,0.917505495454035,0.907327519065293,1,4,12.033808231442755,0
Adobe,Karen Davis,Computer Vision,2024-06-12,2027-01-15,295457e05476b470b2515f3a944fc78309c2150a4be008762487d6571152ef6c,0.8726437012889184,567,0.7690872642973403,0.880067952102118,0.743468598727981,1,5,2.344992495906871,0
University of Oxford,Mohammed Jones,Cloud Architecture,2021-10-27,2026-01-11,c5f4df248cb23f3c0006eda90d923b390400a5d5b941bd2d5b8b422f26cf2d86,0.9689246683267956,1526,,0.8649047233396975,0.9697887284013869,1,9,6.568784568542733,0
Salesforce,Mary Tanaka,Robotics Engineering,2022-12-04,2024-01-13,73348c28195113aaa9dba939e52c227f9cab21e7a6f4774fd0d8709b0b49084b,0.8164512051754094,1123,0.9173570107335397,0.9425497857060521,0.8646640641237076,1,5,32.02193285502214,0
Coursera,Richard Harris,Business Analytics,2022-01-01,2026-08-26,89afaae4a873e9160de5f98a33e07f751d777b594fb24f24fe0edb596e979cd0,0.4142434637231612,1460,0.8991853693223001,0.8793575449211077,0.8446373072375254,1,5,15.694778363644135,0
AWS,Patricia Chen,UI/UX Design,2025-12-14,2030-11-20,4409fd29137e4830d635def20bfc2ec6f93fa2712c65620c489c1f345a187075,0.9154898880930846,17,0.8746792461673433,0.9094564674541606,0.6854437816765295,1,4,22.198990589539942,0
IIT Delhi,Patricia Harris,UI/UX Design,2025-10-27,2029-04-24,06ec5831c5f5c3e935ec79398b152b4f0227ff10e77adb70b9354058051cc260,0.9746205645151073,65,0.8635175512353053,0.8455120012655649,0.904601180299074,1,6,12.340953948216251,0
Cisco,Michael Thomas,Machine Learning Fundamentals,2022-09-18,2027-04-27,a8a513c436890e111c450de496dfdb0e27301e8ae24e0b8183bbd86a3445dd2f,0.924722222055851,1200,0.7987648930609772,,0.9906265771821332,1,6,6.1266245831834185,0
MIT,Richard Rodriguez,Project Management Professional,2023-06-18,2025-12-27,8917460f6a3b9f0c802d467dee9f4f98af9778722dc15e6249fe50cef15ac3ea,0.8646875968714071,927,0.9505114974943355,,0.9542978551314117,0,4,18.529205354569,0
University of Oxford,Wei Ali,UI/UX Design,2020-08-05,2023-09-20,c9f4333092dba3e5bf279d9985005e9f7c3f5655005198f2d2c5cc572fa57b79,0.889763453760845,1974,0.7854052743639638,0.8786700929292932,0.9379666129779594,1,6,96.93556512819283,0
AWS,Mohammed Kumar,Network Engineering,2020-11-14,2023-08-18,15b135ba79f2519fddd4438dcf37c020d8358c0ad9af75d1ed3d3e323d621e5d,0.6709215770700372,1873,0.8866445743224962,0.842898718249606,0.8151986730356955,1,6,55.87324903708304,0
MIT,William Rodriguez,Computer Vision,2022-05-12,2026-04-27,b0fbb648980a94f123b13c91e3ed06a8479825817b5eca6b1660472d899e67f0,0.6448229390457458,1329,0.6491203003602509,0.9618187052565222,0.8254466012161813,1,4,33.83346662325025,0
MIT,John Ali,Full Stack Development,2024-07-22,2027-06-22,c9b5654c50fc83b599df4c2eae5d63cc4887f1badf8e54457805afa4a0e472d3,0.9587055969563826,527,0.9587663627439167,0.9345863850752775,0.9860442309820409,1,5,55.72750753262467,0
Harvard University,Karen Ali,Network Engineering,2022-08-24,2026-05-26,edb3aebbd9502e743a23830318240dfd0d8ea31c41ca8a4f7b7b68d761e9c2fd,0.8510078489570423,1225,0.7557782608067338,0.9027344312489619,0.7777230638895039,1,4,5.889987299391021,0
Cisco,Wei Martin,Business Analytics,2020-02-16,2022-10-14,b3b38220d5dd25fd467c3266a1d58656b6ba7d35ae6042e6329bca9609179a3d,0.8961079934186448,2145,0.9249069522958233,0.9518167712696612,0.9587668216957578,1,10,77.59781054856347,0
DiplomaMill Online,Christopher Ali,Business Analytics,2026-06-26,2027-02-26,99e8609aef9312753e30d2b2556e6afd334a859b109046284f39cc886c13edb4,0.2156,-177,0.279,0.7156,0.2562,0,2,64.56,1
Salesforce,Joseph Williams,Database Administration,2021-09-23,2026-01-14,e70e245d6eaa699bedb0bc3e198ff897ef7d5f510f12179d48862462f49adb34,0.8448845367135374,1560,0.9529753164586418,0.850117217605692,0.42000585168452825,1,6,84.21896021609861,0
Cambridge University,William Chen,IoT Development,2022-08-23,2024-02-10,3da07c1f3afecd29c3208a4fb6b753727029386b3bd7048787aacb297f3f862b,0.9256306115460242,1226,0.9584609554744445,0.8670701649385124,0.7527852450059569,1,4,19.35551205110538,0
Cisco,Mohammed Rossi,Blockchain Development,2022-12-15,2025-08-20,ee1a1b60ae82e4c645b419a0c93eb61ce8e42ae8cab4bbffde59b82851680719,0.8657433187631958,1112,0.5121139126528463,0.9227876551746387,0.9779801738025016,1,6,71.19311253456229,0
AWS,Arun Anderson,Cybersecurity Analyst,2021-02-14,2026-02-09,79552bdcb9e7838010cb634a41bc18de5d5585e2b1a7836b8e7e064544903f1a,0.5782981893768581,1781,0.8676268505546199,0.8868681876731179,0.9400857917601612,1,6,3.1118813416248305,0
CompTIA,Yuki Patel,Natural Language Processing,2023-05-20,2026-02-11,b06ca513f3fcacab6feb0ca9466281936712434fe7be1bd30755b1af72c42410,0.7821716479206726,956,0.8374819567399654,0.8933494585006949,0.8184340204237412,1,7,23.956736979860985,0
Salesforce,John Chen,AI & Deep Learning,2024-09-25,2025-10-09,4177d8c83900851dbd4b8ad39de89f3a3fbf2cc97b14369d29f71b425b1b88b1,0.8972674918967983,462,0.921328000110872,0.9023015708727776,0.9163708305329127,1,6,38.75551290855032,0
PMI,Arun Santos,Natural Language Processing,2023-09-28,2027-04-14,7b26f7d82682d42bf97092585c61f9d82d7cfae359cb00dfc9032733f0985fbf,0.5401961009445028,825,0.6663528435615067,1.0,0.7838792672164812,0,6,6.720839104698044,0
IIT Delhi,Wei Martin,Cloud Architecture,2021-04-21,2024-02-04,db16a49614836c9d874758543ef403516c21e6a6951277b17abfdcf591f52431,0.9860504742217148,1715,0.5617186913109612,0.9103212281022611,0.9563734390160225,1,6,14.983768024296971,0
University of Oxford,Priya Thompson,Big Data Analytics,2024-02-20,2024-08-15,f0beed1784d7e41968680f7ef6769e2704463872d318c2f0cefb98384b8792cc,0.3832,680,0.1878,0.6804,0.3876,1,0,78.0,1
CompTIA,Robert White,Data Science Professional,2023-03-13,2024-12-28,c56609fecfa3fe0ec31e5eb56775d737517f383a478ffa12ea594f98ddfd3ffc,0.9210087809206828,1024,0.9559347169881716,0.908766753559906,0.7852762336936834,1,2,10.53606090374751,0
Columbia University,Wei White,Network Engineering,2023-07-10,2028-03-18,10e3ef0c0573befec259d5cf7d8079f48fc6041d97478429aae93b8a79fae9b3,0.9239838019126532,905,0.6135104332550649,0.8904101267592067,0.8767480177872958,1,5,20.628596570824868,0
MIT,Michael Anderson,Blockchain Development,2023-12-15,2028-07-09,e5bb2bbe5563a57a5f91ace962766bb71aba53aea56a3a5a2dc9639cd9ce7343,0.7680808922211213,747,0.9770809599951128,0.9257555079053358,0.8425077804835476,1,9,54.38928322439192,0
Columbia University,Karen Williams,Computer Vision,2025-08-19,2028-09-08,f95ad2a55825b19c138e22d9e24f9ffcb917a13e2183e6e880bf7fb8d0494ac4,0.7914000048295554,134,0.851019303169293,0.9994773989660852,0.9150054156187352,1,7,53.42496948664906,0
IIT Delhi,Fatima Brown,Software Testing,2024-03-17,2027-10-22,38c48f2a7c7d158709df907be46915dc924cb32d0ee2cc5ba5e776e2c411df14,0.83305759291787,654,0.7365934097954512,0.9294340489666684,0.9003404467464735,1,6,38.098679929572675,0
University of Toronto,Robert White,AI & Deep Learning,2020-12-19,2025-07-08,4c78da0bd2bfb86273baa30995d6159a5511ee801ec71c2864058d6c4c59832f,0.42161029787945903,1838,0.6690935646295004,0.9149198508736182,0.7780881890894313,1,4,17.928567758861057,0
IIT Delhi,William White,Quantum Computing Basics,2021-04-08,2023-05-02,f9e0e14f929ad4946bdacc9c386796bef17e974ce713e6b7b7ddd8d4dba39f2e,0.6506899824002799,1728,0.6378746849094126,0.9410675341150398,0.9033531280248336,1,6,9.462848980470577,0
Google,Joseph Santos,Project Management Professional,2024-12-11,2027-08-11,02ca8a1db1518b275766b35f94c43a8ddcf90749a867fd8d65aaa9a733d0bf63,0.7026741392746385,385,0.7899937890053851,0.9675370008560193,0.9291650205510519,0,4,33.85754419216702,0
Johns Hopkins University,Joseph Thompson,Software Testing,2021-02-13,2024-12-27,1e37d594e27f66ea53a7adff8e24b85b0aa70ee165765085046247beb06ac53e,0.9364830838281855,1782,0.9100577358448012,0.9955635721200632,0.8409139025461398,1,9,136.76962028896264,0
Columbia University,James Tanaka,Cloud Architecture,2020-06-01,2021-09-10,6c3e91df076620df1690ec6c906f945f9ae8063463dc3d431291d10f19f69423,0.9219258942472492,2039,0.6625789928269816,0.9470762724601633,0.9508609229965436,1,4,32.69561152871594,0
Columbia University,Linda White,DevOps Engineering,2021-11-21,2026-08-05,6a23f9b2bad2563a41d15715a6793e029af238088616add0b15ef7dda75dcae0,0.6604147718217483,1501,0.9487752641974189,0.9721488929554214,0.9767471854787259,1,6,50.27499716611496,0
Cisco,Pierre Johnson,Data Engineering,2020-06-04,2022-05-02,80f33fb03886d0896a4c05394e33c19c709182917a2a4c64266b5f85ef7ef08c,0.7780843559531823,2036,0.9032484879853193,0.8685071128441982,0.5255487924184855,0,7,23.8699291647934,0
Harvard University,Karen Johnson,UI/UX Design,2020-04-02,2022-06-16,ccde3058ad8ac05d28a67f6d2b61ac1d0a872bc2691e26bfe14810859f2dbb7c,0.9145395934563925,2099,0.8309086297941723,1.0,0.9850640719408392,1,6,9.20813755454998,0
ETH Zurich,Wei Kim,Computer Vision,2022-11-12,2027-01-04,98fd40bc9c12d66d42dfa7583f0c225d7266002e21142f3ae6d245b7fde5aa4e,0.67250992788726,1145,0.8842830056720631,0.8938699538988178,0.8750478285075655,0,3,56.281548442859865,0
IIT Delhi,Karen Santos,DevOps Engineering,2025-11-02,2028-05-30,6debc2db94d371e4b601e5e754b9e668e83eea9905eeef83f1113178e3ff64d1,0.689020804398882,59,0.7088648625947863,0.9031297186060798,0.7022610345489209,1,6,13.407547930869905,0
University of Toronto,Pierre Hassan,Robotics Engineering,2021-08-24,2025-03-05,39b0c6ee64c1198891d3677e583077aceb9a48b9526e5e7458c7745e91f16cbb,0.8380152307896005,1590,0.5915938306355569,0.9395738475032832,0.8222319323273759,1,3,1.0722479434100152,0
TU Munich,Patricia Smith,Big Data Analytics,2023-01-30,2025-01-31,2efc78adbe3128e85edf7600ff30defd01c4e3e86acd0cba09ec04503e125901,0.9535187894672229,1066,0.973751120740683,0.9662213107636958,0.849947346445664,1,11,11.212382521076911,0
Stanford University,Pierre Jackson,DevOps Engineering,2023-08-23,2028-08-12,c3041d759503222dc166f8c535556045b68ba0cf915ffc08897ea922908142c4,0.9574208348073822,861,0.9435567942501645,0.8585817688426307,0.8112434846123765,1,6,10.278608040778424,0
NUS Singapore,Arun Santos,Cybersecurity Analyst,2020-03-09,2022-10-18,cea371d4b93b021a3d26173b4a8eaef41fbf7b3b148c0790401567cd4452d3b3,0.0205,2123,0.1861,0.7932,0.2345,0,0,367.77,1
ETH Zurich,Mohammed Dubois,Robotics Engineering,2025-11-06,2027-10-25,fd06156ab7fe40fcf7e97ba9d5a5b3cbe429083dd0ea64798edbb227ebf85a4e,0.8835278398254173,55,0.9223464555860164,0.9279645178178583,0.9358968138536707,1,6,17.748558419899247,0
CompTIA,Karen Brown,Agile Methodology,2024-10-31,2027-11-02,3c9d41a3e0ff5d2d4b8782e29e085b5c15df769265da461f46932f1f79c56a26,0.9179565714769592,426,0.9164794813697512,0.9715216517780245,0.8776588341836312,1,7,1.2511943862438608,0
IIT Delhi,Fatima Thompson,Computer Vision,2020-10-06,2022-12-03,fe3227af32533ceb6c33ec78b996eb15626d0bd4cbc7fc755be09cc743170a97,0.5898062079037731,1912,0.9483316380355437,0.9957534873785833,0.8360772597310372,1,11,16.801347872542046,0
Udemy,Richard Smith,Cybersecurity Analyst,2025-06-03,2026-08-02,2e99d5d1f4c4aa36c4863b4f19c69e8b088e1849b0b08108530abd6b921a2212,0.5545689149539417,211,0.7185499528240645,0.8787219787801743,0.9249397031087581,1,3,32.46384353232659,0
Harvard University,Michael Garcia,Cybersecurity Analyst,2020-08-27,2024-03-23,804f510a363c261ac3d9096ab5b3f7cfbac36e266ad4ed2ae9817b0c244f081c,0.8762100299912265,1952,0.7082234817495071,0.9774721436322895,0.7293312950424249,1,5,8.5692872014256,0
edX,Joseph Rossi,Full Stack Development,2025-03-15,2026-08-31,d4a0f31e8bad7ee65cd4bd6e191f6fb8fa65e388edf39c2159371a7d2005214a,0.6785887278676644,291,0.7727810133033389,0.945813245814,0.971549153714342,1,5,57.405385631513525,0
Google,Pierre Patel,Cloud Architecture,2025-09-15,2030-09-07,e3cf44b8ea506ae9e70235214275663541c210d7b058674aec68fa5bf5affffd,0.6959713408556012,107,0.8744276504838657,,0.9121235764986325,1,7,43.799219954451054,0
NUS Singapore,Jessica Johnson,Agile Methodology,2022-08-14,2026-09-22,40d98093aa1a5f187bcb8503d94b39b66a2c9146c60e56bb1581a57486904732,0.6298106536285394,1235,0.7689835846461672,0.9660551948835792,0.955237768343111,0,5,19.83201227689548,0
Cisco,Christopher Smith,Network Engineering,2022-11-08,2024-04-19,9f690d6d315641deed0a7df77cefbf069deba23d86620d3101db5ff0a7edfa10,0.6651250232105805,1149,0.703270824192925,0.8485759079366805,0.9677464202924434,1,6,39.187472461525246,0
IBM,Christopher Thomas,Robotics Engineering,2025-02-02,2026-07-03,faa4b86cec77b87274982ce2c780bd6c065c46c284678e15e1bbcfaf0fdedeff,0.7730257249378863,332,0.8343328146534101,0.944561350643673,0.9986482574305732,1,7,0.6215873390579292,0
Stanford University,Sarah Miller,Project Management Professional,2022-09-25,2024-04-16,b347e960e93adce938ee92da4481b73a82eec9312e39c25a98145f7c6b7075f0,0.8003818578389881,1193,0.5052074629186535,0.876204283117516,0.7481888256641048,1,3,2.0705689036069455,0
edX,Arun Chen,Agile Methodology,2023-10-31,2028-06-03,47fa83019cbc27b6630640652c1f5d029cd89012d032c3b074f18b4c21c692c0,0.8473576789973358,792,0.9372811062460034,0.9324480750089003,0.9504359812722386,1,8,24.852448214379088,0
Microsoft,Sophie Ali,Database Administration,2022-02-20,2023-05-08,7ca255ccfe42c607362b48f5f783da65b8e1f689183f4c13b0a9b7e737b6ec34,0.8657337385553073,1410,0.8430664158513115,0.8610520391509201,0.8599107381127803,1,6,60.65112287333629,0
PMI,Linda Rodriguez,Mobile App Development,2020-02-11,2023-05-23,b635635729fef4abebb43376d74a5138d774bc5a83eb8c253a3b0ad308eeb7f3,0.9114723870800842,2150,0.8098968758774854,0.9794248207380117,0.9517450819485023,1,5,70.11663866282713,0
Salesforce,Mary Thompson,Robotics Engineering,2025-07-07,2030-01-17,ce1902ff9d21b36a3bac9d8153362c1d7e5023719afb23652de50f1206f63f1d,0.7495690741163251,177,0.7955543963452768,1.0,0.9023001981803115,1,4,0.12670643093900003,0
Google,Yuki Taylor,Digital Marketing,2020-09-11,2022-03-31,7d6bc1909b0fceb39cd9b7eded23d6cd57ed4310842cdace5d0e94ded93e1163,0.900505118614388,1937,0.7500674513604771,0.9690534739315685,0.9751903528601685,1,8,5.644004376071748,0
CompTIA,Wei Tanaka,Big Data Analytics,2025-10-28,2027-06-12,ec4f76a5046be9a8ad174f7f9df1874dd0aedf93834d9f33ab12bc562186be41,0.8763194593120253,64,0.7751852638134101,0.9133941471912672,0.9732990983658277,1,8,31.07120714703293,0
PMI,Mary Santos,Cloud Architecture,2025-01-25,2028-01-07,74db96c1327ea84a3b685c2dec4e08fd369c9faa385229ea94b0a2ceb90290ef,0.7725330879560474,340,0.870765488465287,0.9846491765409223,0.9376439037567781,1,9,43.39387169252879,0
Oracle,Mary Ali,UI/UX Design,2023-04-29,2027-11-10,2f671781e4050076da36de91c115b85cc4f065fbc8ae478a18dffd4009ce0a0b,0.785036877390323,977,0.8190412578394205,0.9711569176736777,,0,4,1.1672520610470152,0
TU Munich,David Tanaka,UI/UX Design,2025-10-09,2027-11-06,c217efd512ee63542caffd3fe30d4c425a071111c93c5ad3032944920c646601,0.9209035273438092,83,0.728105226766978,0.8981164802269529,0.7479318499622016,1,4,37.06622281890357,0
TU Munich,Barbara Miller,Machine Learning Fundamentals,2025-04-25,2027-10-29,9bd5f85a94b1a717a5b15345053c486c7f511f28e9e228b85d9dc2c09d78500c,0.6552066906389973,250,0.8366209506076441,0.9162677555989214,0.9393155195182198,1,2,38.023046642809824,0
AWS,Priya Jones,Computer Vision,2025-03-26,2027-11-25,cc81fe87ba19d21497e012f6b5c98b8d8f1b58447ce29184cb8f5b7709eff0e1,0.54006482619432,280,0.8525986779692866,0.874019928557423,0.8913625867562679,1,5,20.52059724040819,0
DiplomaMill Online,Priya Thompson,Network Engineering,2020-02-07,2023-10-17,88f4fe744300ccac0ab9ae15f966644034cc65e5d243c3e39e59480b5c2f06e9,0.0048,2154,0.0937,0.6353,0.35,0,0,10.28,1
IIT Delhi,Sarah Jones,Cybersecurity Analyst,2021-01-21,2024-03-11,761bd22a8fc47aadced39a69032f5e4d61faa4f36427ca862a736eb5af54862a,0.9354386591481081,1805,0.8854221044564131,0.9356294433452697,0.8190873875147385,1,6,36.71783998429541,0
edX,Christopher Patel,Project Management Professional,2023-06-01,2028-04-03,e47449ba57ded4380d3e7619a0bf4f5beba48d934d427c61dbfd75f2db56d835,0.8710941528480718,944,0.6129240845301822,0.9212094208786297,0.8348806206640317,1,5,47.05833519880398,0
CompTIA,Christopher Tanaka,Data Science Professional,2022-04-09,2023-11-15,9c20030303263edef34c31da1536c8e9e2ef5d068a1bea6fc737d3eae408ebaf,0.8974439673941783,1362,0.9376524689807435,0.9271671941297945,0.8143362375442348,1,3,17.638125953167208,0
Microsoft,Thomas Thompson,Robotics Engineering,2025-12-11,2030-06-16,e76659d81da22f92e3637f3c2275983788201b3104550aa52da32e6832c0d781,0.7483984320663629,20,0.9742396146363252,0.9247055677275352,,1,8,1.8727610280554297,0
IBM,Thomas Wang,Robotics Engineering,2024-10-15,2025-10-19,666e6e09254523f11dc57dcd5f66ebdf78fbcc7661eb3cf73ac5c64406084a03,0.8633678521470939,442,0.7036460339518154,0.8760397362211928,0.9621750796998415,1,7,22.063135218036194,0
PMI,David Harris,Software Testing,2024-02-11,2027-01-30,84c5a89a051457911122857d57c0c3779f69023e6676c526691f93d1b090c45b,0.8190959830207714,689,0.7331820738107215,0.8920793097048981,0.868220570805115,0,9,3.6545181185592552,0
NUS Singapore,James Wang,Quantum Computing Basics,2023-08-20,2024-11-10,0824d6aa4075e362279382baf7def89a995fd7506779f7d50abae69b77f9998f,0.8453146422828217,864,0.9535863438351984,0.9541007642317954,0.7167611351774655,1,4,60.60525662135199,0
Salesforce,Michael Davis,Business Analytics,2023-08-20,2028-03-16,41d9ffc3bb8d8aa0360a96731674ad16f80ebeeca8a48d355053d23d299b5592,0.7423674849730668,864,0.9173417548356072,0.9228682227417401,0.9361446381778401,1,5,10.744371263838413,0
QuickCert Ltd,Jennifer Mueller,AI & Deep Learning,2021-02-23,2023-04-29,63c58103776a83cd6af313f82edbcdc0374a587e6088a1a310eed46131408aj0,0.2959,1772,0.3244,0.6806,0.2835,1,2,21.94,1
Google,Pierre Santos,Business Analytics,2023-12-30,2028-02-16,de30b98f575ebfab3b37fea1c923a83b996e5e5b9e9e880ccd179960aa565ae7,0.7036136732402957,732,0.8574325735093832,0.8531917750654051,0.9440002837829109,1,7,13.280829674579614,0
Salesforce,Pierre Ali,AI & Deep Learning,2022-09-06,2026-03-01,53d49f6a477fa6f50edf1becdd2ef16b611f1605e4e12f615eabfc0f036adb87,0.728892203683589,1212,0.9226137155893352,0.9197617881975023,0.9683744938259783,1,3,27.658072593614964,0
Stanford University,John Patel,Cloud Architecture,2020-06-15,2025-04-07,be46e9bc6a261a4f1cc9a25b93a491a69451524b02b4465ddba24b29f7f4b640,0.3671739396371631,2025,0.9154729940673597,0.9723308026215022,0.780450729198277,1,2,54.72893596339362,0
Coursera,Linda Thompson,Quantum Computing Basics,2023-08-28,2026-09-08,5808d38b152a9628f0130289e4d8651e51cd48abb3b6740012e2a337fdaaa86b,0.847010764956248,856,0.933728309127904,0.9502274079273672,0.6444716659922439,1,5,6.866737498325806,0
Microsoft,Yuki Miller,Data Science Professional,2022-06-13,2027-01-31,36a4500694e0db85740082e2b3df9bae53b44489a5e24b21955ef1c872f8539b,0.7542708075772873,1297,0.9342156674933488,0.9510302877399652,0.8784763116525488,1,5,27.587646704070394,0
Adobe,Fatima Brown,Cloud Architecture,2020-07-04,2021-09-18,6d1b581eec49268352998f721792aeba61992bf8657d72c1f91729221dfadedf,0.9006119851954528,2006,0.8522183517650223,0.9086806198233884,0.8646554037866764,1,5,3.9544965469623974,0
CompTIA,Robert Kim,Natural Language Processing,2021-02-04,2025-12-24,29cb1dde2914fde2a5c8b0af166109d103a00234eb6632a8958d560f22c270e6,0.5893540807016511,1791,0.8954488360269895,0.885367209591406,0.9129248285621439,1,9,118.93138521733343,0
Coursera,Jessica Davis,Mobile App Development,2024-02-14,2026-12-26,8acb5333ebfef8bb37f07702f63b9658b197bfe65e8939e2bf3af3ed1163ffa3,0.666699972059271,686,0.9928518841266785,0.9379272994126898,0.9591633422444362,1,3,10.693871736834913,0
CompTIA,Elizabeth Tanaka,Computer Vision,2024-07-26,2026-11-05,373183f7a56a8db741e0bb88c33feac3886e00df6ca87a57ba310115f6afd754,0.7638200802680877,523,0.9301546944241582,,0.8685170634016522,1,5,2.9270864149708857,0
IBM,Robert Tanaka,Data Science Professional,2022-10-28,2027-03-22,324d24a7825878f500a3d0aeac01ec6a4e745bcc1bb4e62f41d40a6155b0f7b8,0.9109330286810259,1160,0.9218135735039891,0.8201713839283177,0.9089742378668966,1,4,2.0480220649602234,0
Microsoft,Mary Ali,Big Data Analytics,2024-12-26,2029-07-14,1a2f0c96ef39160ba58a51507a61009dd40223d2a5d9bde73590b4802d1f87fa,0.7033774147152204,370,0.8888942120695663,0.8696557432938962,0.8620592874827755,1,3,3.684728512925837,0
IBM,Yuki Thompson,IoT Development,2024-04-17,2028-07-08,f89a324740d9f7889dcee8182fd2f56396e868a84c6802d22bcb9c1978614a1c,0.236,623,0.3179,0.7882,0.1534,0,0,115.37,1
edX,Thomas Davis,Big Data Analytics,2021-05-10,2023-09-23,3a29c2d3dbf00fab39fa6bbbaeb03fec244270b55d69dba79324c1a4476d54ef,0.8995176533762048,1696,0.9320953504729801,0.9577201413033182,0.8172687035960209,1,10,169.80032334968826,0
Udemy,Linda Harris,DevOps Engineering,2024-02-25,2025-03-06,9662bdae145e046acc1aaa3ffbc220b9006366b57fe7507411180c4f2fd45ac5,0.7919869754788522,675,0.80467419415165,0.9203208552200621,0.931373877012697,0,7,30.863483966936325,0
Harvard University,Yuki Taylor,Digital Marketing,2025-05-03,2026-11-16,b32ef21c98e9478ac1ccde7cfbc50e095c990f4f2f158b472a5b8ad7b2ca74f3,0.8565919643334614,242,0.8209060188358343,0.9345454140467332,0.8491452953041413,1,5,11.992755195768453,0
TU Munich,Thomas Kim,Data Science Professional,2024-04-27,2029-01-10,f62970a44c412e209fbff431e1f48fefe8cfa09535c9a2751ff956298e7efc17,0.871901228998792,613,0.7091893652620793,0.9152147883366422,0.811083117639233,1,9,97.2585232933737,0
Udemy,Barbara Jackson,Robotics Engineering,2023-08-31,2025-12-12,e3dc33f10d6eed4d1db73e7bf5fd3ee61d83c20ad686b026c67f8a5a3b32606d,0.7708126190924078,853,0.9678337023633208,0.9359036453244103,0.822582106732457,1,4,23.9374608324012,0
DiplomaMill Online,Ana Miller,Big Data Analytics,2020-12-28,2024-05-22,93f6bfe1,0.5227,1829,0.3876,0.5502,0.066,1,0,26.69,1
Microsoft,Arun Kim,Database Administration,2021-02-19,2022-05-01,08ea532371cef49fd41c5ae8ad69184d2dfa3402ff0a2d050e557e4c7ae86561,0.5929311160274646,1776,0.7918583157529168,0.9403454830882149,0.773481454741231,1,5,12.183473507267848,0
PMI,Mary Dubois,Big Data Analytics,2022-01-23,2023-02-26,f49dd319e9f824494f7707ca88cbbbfe996de00eaaae1501359efbc78f3c371c,0.9315625774657963,1438,0.9107727271807861,0.8341787777028015,0.9133515793314277,0,7,26.063900243226634,0
Cambridge University,Patricia Hassan,Big Data Analytics,2025-01-26,2029-12-16,420fd4def70f870b745a5a026def045811111f37c8b0955e9cbc3ef40e806a9a,0.8694126572995474,339,0.7178827331406168,0.910187721609091,0.6816526869690882,1,3,91.83670113855575,0
Johns Hopkins University,Arun Kim,Network Engineering,2025-05-18,2027-01-04,6e4cf0b9becdcfef0ea3d18f1453d242750849e3882bf5ace08798e2d5faaeda,0.8878470471984402,227,0.8264308956224719,0.8775740389776789,0.7768878434894075,1,8,86.98086626278014,0
Cambridge University,Priya Garcia,Full Stack Development,2025-09-02,2030-02-05,4c60dec11987842b26d22d3e6616a66937c790fc24557e8955770f11205092c3,0.8631768555785982,120,0.8660890529766452,0.9561135144569094,0.6996005852441289,1,9,3.408222847120664,0
IIT Delhi,Patricia Patel,Database Administration,2025-12-03,2030-03-04,2619fc38997e282a40f7faf2b91baaf38bd35d5651f20bbd0f58a01d1292cad9,0.8451215471285188,28,0.7528292966359373,0.9613513800415403,0.8724039437528079,1,10,55.98571959371247,0
Oracle,David Thompson,Computer Vision,2020-06-02,2023-08-22,60f16b89cbe1a6ee99430e384e909b93b635dcc307194789ccdf847c19c22532,0.933778648598513,2038,0.6018618165080609,0.9517543349417888,0.769480026453643,1,7,6.2878973971472085,0
Harvard University,Fatima Ali,UI/UX Design,2025-11-24,2029-12-22,73581ce338e1575d09dce0ff6eb11998c5ccdc47339b3b090ff3002bb5bdd826,0.918038233856287,37,0.8771471646365119,0.8952137476710068,0.9057270029272467,1,3,9.122132724492428,0
Harvard University,Elizabeth Kumar,Quantum Computing Basics,2024-04-12,2026-03-30,89a5dbca725f9fa97ef22cecc9505cfb85e857f8440b90d94730a8e68029ff06,0.8920753091222594,628,0.6650763349794874,0.8791681335622058,0.7768358032757602,1,2,41.54565647427768,0
University of Oxford,Wei Ali,Cloud Architecture,2022-02-09,2025-01-20,6d83443c5a9944de628bfb472ece8c961008f839a914c0543f0f64ab9873d9e7,0.6783885396652591,1421,0.9134842275447099,0.9052363369549649,0.8468450855748831,1,1,10.584440220092983,0
Stanford University,Richard Kim,Cloud Architecture,2022-04-25,2025-09-06,3cd221260d302628ba32e2622fe1ef945ebe3371eeafbe3a0fce63a0c10d6e6f,0.7791064132422213,1346,0.6759133496057297,0.8498418348583227,0.8966946544894474,1,5,94.00990437390138,0
TU Munich,Joseph Dubois,Mobile App Development,2022-05-17,2023-10-19,0a2672a10b26febf24616f469af4224281acb153b27c5d0e9a00b2ae21b76dfe,0.868608197332208,1324,0.918144250505986,0.9027125421391687,,1,6,14.585085281883906,0
TU Munich,Arun Jones,Full Stack Development,2021-12-10,2023-02-04,16933a6d7f07d4549f88cdbdb90364c56ad5bc9a6bb2ae3d88416f08612d7997,0.8751497224922412,1482,0.5151829821366424,0.9709407015458908,0.9331130397017184,1,10,7.353607611071775,0
NUS Singapore,Michael Wang,Robotics Engineering,2020-06-01,2023-10-20,ac68a4ab181a223b68cf5c596e206620a54fae501173344fcb512b1d9af30590,0.737533474531997,2039,0.7963178499557506,0.9771679780600344,0.9924223600947946,1,4,40.53165099603407,0
TU Munich,Priya Santos,Natural Language Processing,2023-05-11,2025-09-08,460cfe478d1c5303420b18772ac929fc96b34cf4f632eeb477100ccc8dd60f86,0.8950049786965396,965,0.8846624688695417,0.8832814768032664,0.8671557846341731,1,4,103.72265745841989,0
Stanford University,Thomas Anderson,Blockchain Development,2021-04-27,2022-11-05,a3c0b3cd66e9d6eb422e0a38ec07c702a39ac57d609f9ed491450e313f207db4,0.6290854606055545,1709,0.550023374708154,0.9181580670804883,0.6258465872747988,1,4,8.118736228154154,0
AWS,Karen Thomas,Robotics Engineering,2022-05-13,2025-08-03,b92780c2455774de9a8007548a39e87956e9276eb4658a5e043bae23ed0a6963,0.8542938578031958,1328,0.8662504097850912,0.9302025244820353,0.9482980224141474,1,8,5.715779396604721,0
Oracle,Carlos Harris,Machine Learning Fundamentals,2023-05-22,2027-06-20,d6805bafe0cadba0d91a2e006e4ff58a2ae66f4ed0f9fbb91a07068070ad3c21,0.7668559533119198,954,0.23454486278423972,0.9320152046303001,0.8950486785284301,0,9,40.50180826100222,0
University of Oxford,Pierre Patel,UI/UX Design,2023-04-23,2027-02-03,3a8abfb035d458044d60e08ce76df4dcc14feeb957e33eb24a9b3c6b68a1fc9e,0.882687768243325,983,0.9142935248141211,0.9035670454998704,0.7054748766220386,1,7,44.85636313968784,0
Oracle,Ana Martinez,Project Management Professional,2024-05-16,2028-09-30,ab5695e1b2ab1d74a54ed6d6434068e25800835329ccb03ea75de4233f8f5180,0.8139728704948178,594,0.7551031139715996,0.8939407990920076,0.9549844257246672,1,2,0.6561157273242406,0
Yale University,Wei Garcia,Full Stack Development,2023-12-01,2026-04-03,87a4734dac50689f5f4dd2227e6f32c5d182b3c71e8f14fa959adf759535b7c2,0.7378567516408517,761,0.9523507211671278,1.0,0.8083472307806635,1,5,60.467382911718744,0
University of Toronto,Richard Smith,Natural Language Processing,2020-06-22,2022-06-10,b02ca34d0e10698006d78a81ac07dfe76235481e2babcdd40cf5ee7a79702ec1,0.5372508529011865,2018,0.9512535328728288,0.9109295013038224,0.8821735916036841,1,7,13.237636448175424,0
IIT Delhi,Christopher Garcia,Network Engineering,2024-05-12,2025-10-21,530ea022baf62868f6333c616b2e1bdf96da139788d57cf557bef831341f09e0,0.688130524665877,598,0.6628842779499189,0.8413172660970547,0.8655087872471233,1,7,29.06512958894462,0
TU Munich,Yuki Ali,AI & Deep Learning,2023-04-18,2026-03-27,aee8252b5b6786e60ceaf87a45d00653fe4147ce13d7b3ecf6e237bce48198ef,0.7782125883758735,988,0.800248754540652,0.8457649214241464,0.9917540246540762,1,6,18.946429570854093,0
University of Oxford,Jessica Chen,Full Stack Development,2025-08-04,2026-11-03,a16e64ded76de580925dc95950ad1e19996952d4955fc732cff8285ab02c5c86,0.8479602560193193,149,0.6556232980528306,0.8599691859111145,0.9458666742720222,1,5,55.08988396281025,0
IIT Delhi,Richard Wang,Machine Learning Fundamentals,2020-04-02,2021-11-26,669b4b6ac1892335e509c2d2cc7febeac63683a38ed394dc7a634daabd9e9f85,0.8931217802141369,2099,0.9498756688331222,0.9525568120911829,0.8582452006508123,1,6,8.761643907659835,0
MIT,William Patel,Agile Methodology,2025-11-13,2028-10-05,5b91d5c56fcd8c9c2015bfbc8d974b929f4e0e961b12ec5c9d46aed8a16a7fe3,0.8509393089620966,48,0.8188667668279968,0.9184736126856177,0.9883366262790558,1,3,10.379138533424872,0
IIT Delhi,Jennifer Hassan,Natural Language Processing,2025-09-16,2027-03-18,7f6ce491775ef6ec4e6be45b7986b935085599eb011a231b09ac13d73bb5b736,0.9303315878325318,106,0.5858801665921172,0.9198816988391063,0.9172800692873856,0,5,0.7750441113049453,0
Cisco,Richard Patel,DevOps Engineering,2025-03-04,2028-11-18,9f4e592aeadad2833d3b6a521adc2e1ffb090f7b7a98794ed30dc9f475919728,0.9219107049999263,302,0.6647591230729256,0.840965008637529,0.605411825629463,1,2,36.32420833285024,0
FakeUniversity123,Yuki Miller,DevOps Engineering,2020-09-24,2021-09-06,30dfcd98113a4259868fbaa4d9e0fdb345be9885ffee7299b8816fd1bc2d115f,0.0563,1924,0.1803,0.3486,,0,1,29.67,1
PMI,Yuki Garcia,Digital Marketing,2025-07-25,2030-05-28,cfc374b40f9b8b7d945aa106ff86baa8014fa492aa115a4e08e146fd7cd92d1f,0.7442090467889081,159,0.9400069889495782,0.9317058993802532,0.7382884217715402,1,7,25.51247993467921,0
Adobe,David Kumar,Software Testing,2023-06-27,2026-04-14,b5ffd4760015ca01058723f27de7f982193141f3d9116d8ba187765fc422d02b,0.8658276196392086,918,0.6686982876902237,0.9414067009155239,0.9415136183878307,1,4,3.403058663938309,0
Columbia University,John Rossi,AI & Deep Learning,2021-04-21,2024-02-13,630bc1ed3f3a2c9eebd38489d4509a604cc2e94f7c3f39c10f0bea28f4dc8140,0.7641895230235946,1715,0.9371809656225644,0.9367295927556272,0.8742414442466147,1,7,59.41737839142486,0
Stanford University,Wei Miller,Software Testing,2023-04-02,2027-11-22,cdfcaccc274f71da138acb87f80fdd58b782b897f7096fac244dfffcb7ac0c25,0.8319105739418559,1004,0.7505005489380652,1.0,0.9793465787523618,1,6,47.51443689153244,0
PMI,Jessica Kim,UI/UX Design,2025-02-10,2026-08-25,ef70782a869d347507d6a4bdd0cd61e27d2c02ab4c7d797a1c6d90d53b6ef304,0.9446224855022414,324,0.8770080199374,0.8327692395759754,0.9429387605454259,1,8,46.76133704121343,0
Oracle,Richard Taylor,DevOps Engineering,2023-08-06,2027-07-25,414e93b53f6dfe5b3d541d56eace8794ef62cb31084f3ea20b4bf058be84a841,0.9061500118713115,878,0.8565142259199199,0.9426940685018257,0.9588028918010526,1,8,7.979253547946282,0
InstaDegree Corp,James Wang,UI/UX Design,2021-02-02,2022-04-11,a98918b82390a15191bf40ab4c816502157c82751963038dc0043d558235e1d5,0.3275,1793,0.6981,0.7047,0.3408,0,0,93.3,1
QuickCert Ltd,William Wang,IoT Development,2023-02-24,2025-08-28,fd6bd5eb,0.0552,1041,0.3593,0.5864,0.1042,0,0,57.14,1
NUS Singapore,Arun Chen,Data Engineering,2020-05-31,2023-09-15,9d48db7899fce005c604cb5ce2b71beaec8b4dd3838d7a551593593110bdb654,0.6143099148077795,2040,0.6773381810579985,0.8290218838523031,0.9042732535708871,1,8,60.23009088823421,0
Coursera,David Miller,Cloud Architecture,2025-09-05,2030-05-22,ba91a5c0b99a051c0a5b75c1c09098cbbb3421e83bbb36ceb20f5973de6525e4,0.9282522369824913,117,0.9345082906327143,0.8806685014222876,0.9352224221029165,1,10,0.10104131460574492,0
MIT,Thomas Miller,Data Engineering,2020-10-15,2024-03-11,8f50fb09ec22c410e77ce40d408645dce1549be37eb8938bea13f15543afbd83,0.6174506653013155,1903,0.7623756587295385,0.9041330127164615,0.9822658744444405,1,6,0.9503719251570306,0
University of Oxford,Elizabeth Taylor,Big Data Analytics,2025-09-05,2027-11-26,8c6d2481a4a94b930a3514f40ba1ffbf1f93a4af4b38460396ecaf0a01c16c03,0.7360000967977461,117,0.8278119375021085,0.9400549302056282,0.873124068254424,1,8,20.921942442486113,0
Google,Christopher Chen,Database Administration,2023-05-26,2027-03-02,ae9d13ef47b9c04b03cdddf81713e71ebdf5fca4d08b9e24a128b2304335e609,0.8328756024442362,950,0.7288426134950802,0.853310896911566,0.5951792804822953,0,6,27.191390885830284,0
Cisco,William Jackson,IoT Development,2023-02-26,2025-09-22,6e1680cad295e2e374f93247a91223629216378ee65ea1808ac50a54eda81216,0.7511289135959067,1039,0.7601371838596128,0.8813815107842851,0.9642510787748763,1,8,51.3200598318332,0
CompTIA,Robert Patel,Software Testing,2025-11-04,2028-06-21,4b8414d8402b93b5d17417b330c649b70bf0cf2abd84c5d59f5d37583f223d1e,0.7456025719102775,57,0.8400658778868912,0.8522396747723017,0.8804567253753527,1,4,55.28192316068166,0
Columbia University,Wei Garcia,Database Administration,2020-03-27,2024-10-15,248418e932fb679da40fb9a1d03b954269bcece1f47af0b80fe1ecd6cc6daede,0.6929744142721361,2105,0.8867452162437636,0.8686119965066047,0.851706945040841,1,7,18.027292546504917,0
Udemy,Joseph Kumar,UI/UX Design,2021-11-07,2025-11-17,b54f66eaac1ccb15644051b84e13e4357bbed6b15dd6804620199629ee25e343,0.723392498271426,1515,0.7409427148683572,0.9392096355005037,0.9210269246911683,1,6,67.7272813740856,0
IIT Delhi,Linda Jackson,DevOps Engineering,2025-08-25,2028-11-03,c9549282f238cafcf5fe1985e18e09b3cb46408eecd0750694ae880a93bf20c3,0.9447023899596275,128,0.822689854105369,0.855900188656692,0.8747872796067415,1,5,39.64032935456257,0
IBM,Mohammed Miller,Project Management Professional,2020-04-25,2023-11-23,ff8e67d846527c3f394da3fbe0e0b6cbc54c01d9fbfd772ce49fbc96efd88589,0.8055841057077335,2076,0.8320009768308234,0.8854205425415412,0.7508230866273392,1,8,35.83223952326789,0
PMI,Elizabeth Williams,Agile Methodology,2022-05-11,2026-09-18,e94262645ad9b9b039b09c99165fe33db89f4036c4461f069cd0f870760da344,0.8169446304200334,1330,0.8997615070267125,0.8374351414754809,0.9280725437661814,1,8,4.439326075273798,0
MIT,Barbara Martinez,Robotics Engineering,2021-06-05,2025-01-22,2b1f7fce2f738d48bea544a1d8e96851730a571af9bd997975b08c5d904b8360,0.9019779833213553,1670,0.7460194136671497,0.929980149023821,0.6586426616540877,1,5,24.12255178222745,0
Yale University,Pierre Johnson,IoT Development,2022-03-15,2023-06-23,15ad781b7b880eaf5ea11b257e3808ce5d11d6406bb55a1d5a49c3b288b342c7,0.9137069274392715,1387,0.905411711899457,0.8689125753683654,0.9869264236787939,1,4,26.917099396003767,0
edX,Joseph Kumar,DevOps Engineering,2020-08-23,2024-06-08,e79515dd97e0867c61c94a587ae7bbd836a67876991b0094d63212c8008b3f5a,0.9313825958526014,1956,0.8465413755622336,0.8797906672555366,0.9835860963224666,0,3,5.372310071487014,0
IBM,Priya Brown,Mobile App Development,2021-11-05,2025-06-02,e1b457a4a9f10c8f639f832bd071d4914101d5e6eb2b00b43e561b5d40c5f5ff,0.9458522777831905,1517,0.7921106401944988,0.8385417744883437,0.9157276180156666,1,5,5.911973605600345,0
Johns Hopkins University,James Martinez,Business Analytics,2023-11-06,2026-11-28,ff7f75664b2a047393ec12eac8a2c1a3808f5a31fb8b63b0042c52572725fc50,0.7958400761515341,786,0.9452301603728563,0.98912935716253,0.8412108921345092,1,5,4.485978779222723,0
Coursera,Ana Miller,Blockchain Development,2020-01-07,2024-11-20,882a193736c611cfc866cd566adeab90ff23c6270f656cce3e4a92d855884d5d,0.670691452223296,2185,0.8410826713007482,0.8625822555726823,0.8573731363070873,1,3,118.31685419354848,0
Johns Hopkins University,Carlos Taylor,Data Engineering,2024-07-13,2027-01-16,0176b513a56d8a40f827802530e1dd7132776f6f9864b67232108809b025e3b5,0.7389506633931173,536,0.7764970770517211,0.9184731598812002,0.780428656375489,1,5,42.699927556453446,0
IIT Delhi,Priya Jackson,Project Management Professional,2023-04-24,2026-02-01,101ee21eb27164e6eb0aacee58722684113791e737b7090a831193a9720d7aa6,0.7066775879307967,982,0.9583682901386913,0.9963780936799973,0.9097426915379883,1,3,1.366116206904135,0
Udemy,Jessica Rodriguez,DevOps Engineering,2020-01-03,2022-04-07,aa2ea487ca630ede505c84789cfb162a782309920b791fab815705b202d9fc38,0.9078617122550584,2189,0.9332480485490325,1.0,0.7300739415984833,1,5,15.62115962405782,0
CompTIA,John Mueller,Project Management Professional,2023-11-30,2024-12-17,b0f44f71abcdd7f5aa077b09594ed26f6c75b78a991ed318062a0392d32576c1,0.9385065138310311,762,0.8742129169178255,0.8790902644913984,0.9293337561013357,1,8,26.43522595173214,0
Microsoft,Sarah Anderson,Full Stack Development,2024-04-19,2027-11-12,db92b5470e275cee50bfcaaeb5c565375bbaf49ed3b6449597ff9f27ed87eeaf,0.9085409941786529,621,0.768493963030502,0.9764748142868062,0.6780965075085852,1,2,28.88661229259689,0
Coursera,Priya Kumar,Full Stack Development,2023-02-18,2028-01-12,a51c08b4d37c53029fc2d99f224151db943160aaa11480bb0a73857f8eeca364,0.4966932120066953,1047,0.7124644517156746,0.9996630783395403,0.9301412848149208,1,7,57.729145095533205,0
MIT,John Jackson,UI/UX Design,2024-08-18,2027-05-08,164370761e51ec4175d8e53095d6415b94e3e753c97155699268aeedcdf8f9cf,0.7519321664313315,500,0.9538755695469462,0.94027748323944,0.9090470404099659,1,5,12.909624729444067,0
Udemy,James Smith,Database Administration,2020-10-02,2025-02-17,1c1af835fa397e1b5ab779888d4a26d3a047e945a28165dd448d0be46b61258e,0.6230059458075794,1916,0.8638763883664198,0.8727723351147765,0.9621378903202306,1,4,26.72995728863592,0
Harvard University,Fatima Harris,Network Engineering,2022-02-22,2025-07-11,1c73f43008a44d4e2a8cbea3c29acc1ad9a437592b01d517025efa5efb506299,0.5557579225571903,1408,0.9043504290954566,0.8919029223406348,0.9349120684483461,1,8,37.174240734282975,0
TU Munich,Sarah Brown,Machine Learning Fundamentals,2022-02-06,2024-07-12,91048da817b0e069b4fe1aee2f8e05c87181764c23f0021b26e39ac456ae4f9e,0.7364675567410542,1424,0.8250211956072511,0.9055549958435276,0.8958275612042367,1,3,8.184300292443014,0
Cisco,Fatima Dubois,Big Data Analytics,2024-06-21,2027-08-25,c9ae059067939ed941b6c0b53b1448f6ee5c49b162aad069fcf613cf41ae9d8e,0.4808644354393526,558,0.8350255908260453,1.0,0.9758030237510128,1,5,39.00740465652343,0
TU Munich,Arun Martinez,UI/UX Design,2024-08-24,2029-08-07,8135bdaf0158ac0e6133fa9767f203b47cdeb4fee0212c6e6726151a229143a1,0.8289229417760599,494,0.8948332838383818,0.9225443850928009,0.8396462006268722,1,3,19.85393653678101,0
Harvard University,Jessica Davis,Full Stack Development,2024-11-29,2029-03-01,1b3ef593201599a30c814f0802a53f336f35aea898f08ede866374ade6f177bf,0.6337744505177035,397,0.33325432000389904,0.9041070630615409,0.9512443157561685,1,7,7.567480330466469,0
University of Oxford,Arun Thomas,Cybersecurity Analyst,2023-06-24,2026-05-20,0a2b9b8b97b69f0dc097f6b36a23c9f5ff54ff4f191d08aa840e238ac9e0c2c0,0.7200983694081843,921,0.784628674459681,0.7951265136565616,0.8705359455773974,1,5,50.89306886326421,0
University of Oxford,Fatima Martin,DevOps Engineering,2021-11-22,2026-02-22,6258a18db303a4a28d222c75a15ca1c2a4fb792c43d10630fbf6440982ab3ce6,0.7463269356786039,1500,,1.0,0.8281737076376039,1,6,35.18504442768142,0
IBM,Pierre Kumar,Data Engineering,2025-01-26,2028-07-06,4d896da3a93ddd919e9e9342259cd1dc48258c97dd093e6676c1e73d1c966e42,0.7587666963602926,339,0.9051316539687214,0.91407666978721,0.6902157298366484,1,8,45.168083400157,0
IIT Delhi,Mohammed Chen,Natural Language Processing,2024-09-13,2026-05-28,36976e278aafd6079aea8a9f418241c0daf8935979c198160719f432a41ad52b,0.8797583090256426,474,0.8728700816056942,0.8724450856413558,0.7326400885356564,1,7,10.015347013074528,0
IIT Delhi,Yuki Ali,Network Engineering,2024-12-29,2026-07-22,ed99b4b024ef3d600dce43f3c7015774659d6b06cc9c5c2f4e9cad3a499b7ea7,0.8942706884351386,367,0.8965301794451773,0.9401402848817562,0.8843719777145914,1,6,11.768766619619697,0
IBM,Ana Rodriguez,Quantum Computing Basics,2021-02-08,2025-04-12,65d6309cd591f8330828090ec3fe2bb1ebc75c6852c3520b92423dfd9d9da25e,0.7900191660370715,1787,0.7574389963145373,0.9110107255939704,0.8012644902120893,1,4,4.028758415266957,0
Stanford University,Mary Santos,Network Engineering,2020-10-24,2024-09-01,c30ab8e865d3b5d43130475bd7cf87f4309ed6c0ca1c3df0d68d44f08ee4e549,0.5820022895043628,1894,0.8536671844341892,0.854141454075893,0.9636159023485856,1,5,50.16588062171268,0
Coursera,Jennifer Harris,Data Science Professional,2024-12-18,2029-07-01,3567b555ff5a1f27228359567ea77228a9737e911fd09bbba8fb4c73c4228df8,0.8975911456625675,378,0.8191048981060967,0.799135629532855,0.9638746018526412,1,7,19.251240398160704,0
Coursera,Joseph Taylor,Full Stack Development,2023-07-06,2024-11-24,53d57cf63419a7470e07eb7ae336951e9bf0d7ed9886cf0a93f6c14b50889b06,0.8979856180999192,909,0.8730097901154356,0.8916764144141978,0.8476309615699706,0,7,3.1238150720317086,0
Microsoft,Jennifer Harris,Data Engineering,2022-05-14,2025-04-29,b5618a937b0da4e82cadc5df7d01ac2d2672f57e0adbb8de9927f180332a7d6b,0.7758089943840122,1327,0.7768572654395729,0.9173744265439292,0.7239175327718115,0,7,27.758868708981417,0
Salesforce,Yuki Jones,Natural Language Processing,2023-12-31,2026-05-21,f3d869c2c97551e94a63da3816ea1d27ddd4002092bd735a3af9fa021d06c339,0.8742948541345588,731,0.9336671128647667,0.7792215879453039,0.8575100402467392,1,4,18.45978939817711,0
PMI,Yuki Chen,Machine Learning Fundamentals,2020-09-27,2022-10-10,e2be73725062a5077cc09a2848be1d74d38d68ec17da7b5521299781e1145e3e,0.4556506199679303,1921,0.35480392155051504,0.8602364441027813,0.43695162539033444,1,6,10.344895215451903,0
Oracle,Barbara Jackson,Computer Vision,2020-10-17,2024-01-09,f438573fd7b62904929ee9796ca14c7f3dd64572e63f10bb21b154e1f9892f09,0.9907907118949438,1901,0.9890381116536061,0.9241641451554111,0.8039261755859651,1,5,26.22117368690587,0
Johns Hopkins University,Linda White,AI & Deep Learning,2023-05-31,2025-08-25,5e09dbf2f1956e36d4025c9ff29c546f0162c77f8e38131f6d8261161eef2ed7,0.9643731121180068,945,0.7790666912578361,0.9172678360998254,0.9829274155429526,1,3,26.56017009354687,0
Johns Hopkins University,Richard Santos,Digital Marketing,2020-04-15,2023-05-20,e849212f1cbe1d9450a12f2b6d90ac7cc50cb2b3d4121e3adc3dc74617bbfb15,0.7228654765943093,2086,0.9929115809522654,,0.9121455848779979,1,11,35.131906839110705,0
Microsoft,Jennifer Harris,Blockchain Development,2025-12-13,2030-01-28,e568d3a95a4dcfa18e34939c1cba4c24887b5549cfdab7f695522537989a2423,0.9532896495912374,18,0.9110508852927232,0.9076891561299167,0.7550705445524759,1,7,51.32000760554529,0
TU Munich,John Thomas,Computer Vision,2023-07-01,2026-08-23,42f66320716a265eedcb7270790bc4b04598f62409b331240be011b0c50b9b77,0.714809873038364,914,0.8990807015946948,0.9402837237455834,0.887718171970086,1,5,44.5456349251122,0
Salesforce,Karen Santos,Data Science Professional,2024-06-22,2027-08-08,c19dea2b545889cfc20340a701775d7059aac6c419091abe4e2759823baaf089,0.6860553262203996,557,0.6824226726590121,0.8328709756310657,0.878227018660618,1,6,83.21121015060397,0
NUS Singapore,Arun Chen,Agile Methodology,2020-12-25,2023-09-20,c9d6996e0ff0389b28263d36ed159e50a88a52bea571a166feeb9ae475d403c8,0.8580447996897707,1832,0.9765596840023757,0.9243653304331165,0.7544696965421228,1,2,34.65953531182352,0
CompTIA,Fatima Patel,Network Engineering,2022-07-29,2026-04-21,b3330c57ae585f9d89729a819683682296ca1fc5d46ad4e29388c0c0330a9461,0.8270658577540507,1251,0.661788716004378,0.9748016473671179,0.9741651998863083,1,5,4.8782425552615525,0
Coursera,Michael Jackson,Mobile App Development,2023-09-01,2027-03-30,8bdcfebcdaa38fdc95be121e8df257345542c92b1b287794118b4badd3b1f2e1,0.6761047095958923,852,0.6728794270746044,0.8556822109741553,0.9167036784139615,1,4,41.6957940866383,0
Udemy,James Ali,Natural Language Processing,2021-02-23,2023-12-07,d653a898d909140fe2e9bf2767ea2b8ef6af49e07dd6b5bebdda851badb7e595,0.7879083323844086,1772,0.8815310788659291,0.9106440804680667,0.9679266958849814,1,5,54.99601509710409,0
IIT Delhi,Thomas Chen,Big Data Analytics,2023-12-27,2027-10-30,a27d6c4352cf84c677ba5344cbfa4784de94f8386f16907a26b851d171d0cc26,0.818615187253633,735,0.8899589031207092,0.9065755070155802,0.7741774030131566,1,7,57.372150134970056,0
Johns Hopkins University,Christopher Miller,Big Data Analytics,2022-01-19,2023-02-02,17cf45c0f46768332f36457ce5771936efb2553cc7a963ebdcdd20f3e006de12,0.8352046479924077,1442,0.864506223832086,0.9376951171497149,0.8680348965207644,1,5,19.467017125322904,0
IBM,David Chen,Data Engineering,2022-10-18,2026-12-25,ba0effa42052f873b6739a0c8486119e54c7ca8009c4b8147394f8c56efe3580,0.9201793291292185,1170,0.8169048296499025,0.9666668788271255,0.7523585285862852,1,5,26.175141289540527,0
University of Oxford,Arun Dubois,Natural Language Processing,2023-04-23,2025-05-05,d32d3fc9ae1984d9b9292c0d918cb58d48fc65ec601a16f602c302bde5dcf3bb,0.8863938352655719,983,,0.8528563463497982,0.9549328496556957,1,2,19.089499447631855,0
Salesforce,Elizabeth Garcia,Natural Language Processing,2020-02-04,2023-03-03,e0f36be3854c6e871906bcf60ba8af65711e178927597423f0fbd9ef49df6767,0.8736687371404005,2157,0.9383513243105172,0.9627691552499926,0.921225599307978,1,8,30.091210592871406,0
PMI,Pierre Ali,IoT Development,2022-03-21,2023-06-16,b1e796270140e322ae979e39e32e10b0dae3afc67227074afe726810de33a54d,0.7634871018581413,1381,0.6566066847066676,0.9126461205926379,0.9018272276972488,1,9,23.87070133168266,0
Yale University,Ana Thomas,Cloud Architecture,2025-08-30,2028-04-05,26eb12526aff896545baa6f4236e0014e9e634f42504ed1bfc0422521ee38204,0.738250813491281,123,0.7447284876835358,1.0,0.7406027758387864,1,6,60.456645330767344,0
IIT Delhi,Arun Tanaka,Digital Marketing,2025-06-02,2027-03-02,6df9db768a28f269c9a9367aa641e7847b4c61a1c6460205ed4099b3e1ea17b4,0.7600067592404107,212,0.8246546095532299,0.9503354908189777,0.8334051015514304,1,4,2.5915108801371303,0
Salesforce,Ana Tanaka,Digital Marketing,2023-05-26,2025-10-22,2ed16be121edf13dbc58d1b005d4c82449f7c0c1dc16e0dba00f90b803ef64d5,0.842147233407913,950,0.8896052580190108,0.9396634611735112,0.883036406550844,1,8,4.780531902139673,0
NUS Singapore,James Rodriguez,Software Testing,2022-02-27,2023-10-22,acaca287f8ade7773687365ae91b547f7c7ec25d655843eb4e4009518c85ce87,0.7997345696023798,1403,0.9435303720543035,0.8243449168866948,0.9614595804935526,0,4,19.030399224508212,0
Harvard University,Sophie Harris,Computer Vision,2024-02-21,2029-01-16,08f6b94c64b4458b574a90d47e1ccacfc3ec92e17c374aa2a7dc75d02c3e3ffb,0.8762276384079959,679,0.9355755115875211,0.9407351654169751,0.8870702734052558,1,5,1.891456505939582,0
Columbia University,Patricia Patel,Project Management Professional,2023-12-28,2028-06-15,26ad7d48a86afc28300196333620d26006659d79d0b099c79827789b8bf30e41,0.722700325964791,734,0.7758657147826172,0.9432765296242824,0.7948579347111843,1,9,45.020668386802946,0
Google,Wei Hassan,Quantum Computing Basics,2022-10-09,2027-01-06,6864003680f6121e874acbf1596872f07ceeddadc3cb6dfd3961016a9ea046d5,0.5092179094054137,1179,0.865577385682954,0.9366194448789643,0.8320672622801472,1,2,42.274507773885155,0
Cambridge University,Jennifer Taylor,Data Engineering,2020-02-19,2024-10-03,beacd790de72ac135804f830849ffdd763c73483256fa002d861faaeff97c6c7,0.8370572176316362,2142,0.8876323994963305,0.962015189501691,0.9917176266396812,1,6,17.905340370846748,0
Adobe,Patricia Rossi,Digital Marketing,2021-10-16,2025-03-04,9896e1be4db9017b2cecfe25733c80c4edc68a551e11a98721578d746e2c1c03,0.5990992986657656,1537,0.8924346783375227,0.9696879049335684,0.9572334573971714,1,4,133.93656501346567,0
Microsoft,Susan Kim,Cybersecurity Analyst,2022-08-02,2026-04-11,999adcd58631ef908c97fdfed7d1bac77a52af2b03ea9d874532508e726c9b25,0.6605087446731468,1247,0.7024157150826159,0.8869129129550872,0.924321983426692,1,5,139.69142101657172,0
Salesforce,David White,UI/UX Design,2023-08-28,2028-02-03,0e1a94d7fd75006487de7c64a0c94e634e6ac219a4ee2e09186cca990528ba75,0.9417165797070289,856,0.8518551366418468,0.9242316292931205,0.8286556349847073,1,5,10.140492589157294,0
University of Oxford,Mohammed White,Data Science Professional,2020-09-12,2024-04-14,ce5ed45625f035e570c57b30aa906d063ff1164e169220a1c42deb7b38441c90,0.7517121254753076,1936,0.7815272589202419,0.8760270311094283,0.9975313052502062,1,8,40.48190338590394,0
edX,Pierre Kumar,DevOps Engineering,2020-01-06,2024-03-17,3714bc1f781627b2a7e081859b0b5bb3228aca4ea83b26faef886eebe76cfc51,0.8225428487921173,2186,0.8997407147800904,0.8294320553151647,0.8763978186135175,1,6,8.185321269536411,0
FakeUniversity123,Mary Jones,Machine Learning Fundamentals,2021-09-09,2025-05-30,56cbcd5e5eab95231276784727633553f592ed2be168449784b85fdaabcc3519,0.1142,1574,0.1851,0.4277,0.0288,0,0,1.48,1
Yale University,William Davis,Blockchain Development,2022-09-19,2026-07-13,9d10ae242ffae121258c314ee4f0abde6b6bced6fe796a7194b6683cf4e14f55,0.8691777296268534,1199,0.8702734253497852,1.0,0.9171937703914855,1,5,23.974938904090415,0
Microsoft,Carlos Garcia,Quantum Computing Basics,2025-06-04,2030-01-03,c5b2ae29f0a1211bd585883f0827fb809ee4457e07e02e3df4c4db2e1e8f6d48,0.6815895897009371,210,0.7516527979585977,0.8325593703891807,0.9508895215916244,1,9,54.997070558047,0
Stanford University,Barbara White,IoT Development,2020-04-15,2021-09-23,9bf6a98e9a4b503b4bb5bedf6010aae50007a1801ff0c6fb6e823ee0099d7a6f,0.542986128047103,2086,0.6564550424590556,0.9340869641487307,0.7906695625472306,1,8,77.39601290821965,0
Yale University,William Santos,Mobile App Development,2024-06-14,2027-07-02,d5b4bd2adb790e44595e35bfb7459e1ebffcff4df1e9242d10f5917083c9312c,0.8999185310702934,565,0.691351103497244,0.9635321955255285,0.8045275237996987,1,10,66.86389036632633,0
TU Munich,Pierre Thompson,IoT Development,2023-12-02,2024-12-26,534f765c31f87bb3df468ce8ba3f246dddc4fb2c2ae9b918a20629de7c0e7283,0.8901915023512618,760,,0.9254014676870477,0.7921687812524157,1,5,0.14655208210749196,0
University of Toronto,Joseph Brown,Data Engineering,2023-01-28,2025-06-20,127e2ad45efc2d044d0fce170dfd787f9068725c1ac46bb2c359fc2aacbf3ecc,0.7105158917845705,1068,0.9029252148870698,0.9286112771386218,0.8839269654105821,1,5,44.97668734164482,0
MIT,Thomas Mueller,Computer Vision,2023-11-21,2028-04-29,fd505fe0c9bd6eafa8828244cdbacbad65b7e2114b28285731b7042697896912,0.8714783496751349,771,0.7155849151690987,0.9269002956510671,0.9134843501813538,1,2,13.843560717997455,0
InstaDegree Corp,Yuki Hassan,Agile Methodology,2021-12-08,2022-07-07,c9ad2d9d9e9490ef79fc032336222807bf31ffece5585861a690q105c1e422ea,0.1139,1484,0.1969,0.3994,0.1701,0,0,182.45,1
TU Munich,Linda Garcia,Cybersecurity Analyst,2024-06-07,2029-06-05,0c53788f446b36979d4c5d771e8acef8d04c9277c47e27ab7ef31c9cf563fb42,0.6206346955411876,572,0.7703656188899701,0.9395488691506215,0.832526737802676,1,3,0.14734849742270603,0
Stanford University,Karen Mueller,Network Engineering,2020-07-28,2022-02-10,3e9511f0d6b5a0529d652d78219dcc67851513cf48eedd34b35b6535e5440efe,0.862205574841848,1982,0.91870401656871,1.0,0.8877625367581522,1,4,6.587500242941658,0
edX,John Brown,Robotics Engineering,2020-06-08,2023-09-08,c67e3d3c04d299004cd2f68d5cb2343f33c36018c52d0424f0ba0e93fc6b2c3d,0.8272194672804424,2032,0.8161002726157026,0.9482657725799482,0.9153086441552548,1,6,69.10757983881642,0
Udemy,Karen Martin,Data Science Professional,2023-12-25,2026-06-30,23a70ea939087769daa00473eb11e855a823b2dfed1e8ce65c994e42a186f213,0.699453847112476,737,0.7575368527504697,1.0,0.9568013480839204,1,8,7.185380894737468,0
Microsoft,Michael Brown,Agile Methodology,2025-11-26,2028-03-26,74aafe213249209947aca5bb71b50e90baa0877deddd6d649739cc99d15b6836,0.7412515300362966,35,0.8859339065337924,0.8580959084886354,0.9833443974261065,1,7,9.024251683913162,0
Udemy,Jennifer Mueller,Database Administration,2022-09-26,2023-11-26,452790e0fcaaaa5a0dce5018277be11f921217154842a83bcb4c3d8e41ba331a,0.8597279381779704,1192,0.863282742988685,0.9020967100026948,0.7960870062702727,1,4,50.84887424362438,0
Udemy,Ana Brown,Cloud Architecture,2025-02-03,2029-12-20,470163a5555a8092575efb4d75189235d57e8a038ba8456ac9a20d608abe9ee2,0.8541042625951464,331,0.7279448343686259,0.9796579705707498,0.8032648480704603,1,10,81.39826127474615,0
ETH Zurich,David Martinez,IoT Development,2024-11-02,2027-05-07,36ed78270f303312901144cb61180af111f4c6f224f6f4f24f32c0d38693c60a,0.9476669711334101,424,0.8795184858567163,0.9490104538758282,0.9524048439278626,1,10,18.76460990019207,0
Stanford University,Wei Johnson,Project Management Professional,2021-11-29,2025-07-31,1c3451f526acf031e17190c5d32c561414c381904babb8779aa97395e276e66a,0.8506307214080138,1493,0.8001271482945888,1.0,0.9197938725899907,1,11,46.822322447932834,0
Cisco,David Taylor,Digital Marketing,2025-02-20,2029-10-23,239c233ad0b65e8c214c9bc40bb3485db0de12a617193a44973cf424ceea8657,0.7336814914209479,314,0.7337995563066836,0.9331036421391142,0.7985009189732497,1,7,10.009760347199451,0
Adobe,Richard Jackson,Mobile App Development,2020-01-11,2021-10-07,e10c2789c2bc806331687d29e5930f42b23c0ba83515ee3aa138f04833e91dcf,0.8152612154652553,2181,0.75787166915654,0.8812969503261938,0.9889876354479403,1,6,1.9904394596077837,0
IIT Delhi,Priya Ali,Computer Vision,2025-11-22,2029-09-18,3e90949aa48e8324b4c0d08d9bb232b517324f10c39bfee59aa723051b3fc304,0.7073332122429521,39,0.9798322228593717,0.922719988214507,0.7049594242812299,1,5,8.04799887475183,0
Adobe,Carlos Wang,Data Science Professional,2025-09-05,2028-07-07,c5c2419551161493875a2a99d5f63bc323d5dd28620db13c62d1f10ac6741469,0.9322406919615532,117,0.848422900541865,0.8982280054406968,0.8758673973154233,1,6,16.002746083897033,0
Coursera,Elizabeth Johnson,Robotics Engineering,2025-05-04,2027-02-18,89a246aa3f5bfd56d84a101187010db2848b2ce4645bcfce681b96b996a94a64,0.961667233746156,241,0.967665580962166,0.9409183493564124,0.981925173048635,1,4,13.552091438384855,0
AWS,Jessica Jackson,IoT Development,2021-02-26,2024-05-05,b4589c74db4ea888fa892d72c7f413866418fc80477144ca5c87dc92964d93e5,0.949054801287291,1769,0.6472255148327334,0.944297441102068,0.6435751214665332,1,6,19.03816113516492,0
TU Munich,Priya Brown,Computer Vision,2023-09-13,2028-04-19,8c442d8a141b555d8f327ad3934ab14f520f95a8d77a7b1567af23d8598bbdbd,0.9087917272305667,840,0.9047829775216925,0.9605571562618671,0.46764380879365175,1,2,0.9410361895003356,0
University of Oxford,John Dubois,Data Science Professional,2021-04-28,2023-02-21,556126220ca3cb96e5e96c83cf2df8b3eeef948f40da02f80339b933c90fd3de,0.677417489917917,1708,0.9752994372687909,0.8566649343966136,0.9009373554253933,1,11,22.664650227070517,0
Cambridge University,Wei White,Digital Marketing,2021-02-03,2025-06-18,d30a653a6be3946360d997bf907fe6befec1eb2f07d1451645d50701314abf2e,0.9412887392082467,1792,0.972925882426946,0.9611438819761686,0.8167563906652558,0,7,42.54614805499998,0
IBM,William Chen,Network Engineering,2021-11-13,2023-06-23,cb86c66cfea05f5b157cb7ab18b8b7d3ffe94debccd079bf08d43b0623e4c7bb,0.6184614055994657,1509,0.9840034664982265,0.8570364644512752,0.9924239219119043,1,4,19.412648319745237,0
MIT,Linda Santos,AI & Deep Learning,2020-07-04,2022-04-27,df3d9a14eac0a3b70fec4d3187ce4d2b4e4a84acf05f314bd0c929a3ce5f3a10,0.5776086666328075,2006,0.6965569527957042,1.0,0.7555448808011402,1,5,13.160944409727446,0
Adobe,Joseph Wang,Blockchain Development,2024-09-10,2027-04-27,ac24ae77caad4ef3f73dee181abfb9377c43cf141e1b9f5cd521ff111dda65d6,0.755961600075338,477,0.7658998420694381,0.8787173158598929,0.6519688841225086,1,5,91.33932736544723,0
AWS,Patricia Hassan,Natural Language Processing,2024-03-15,2026-10-13,4fc1423a09e9bca458c2c7b57c34559f4a63232cc4fbbe62e51427e4d45239fe,0.8382429413504314,656,0.953251801837873,0.8955230278154248,0.7252509379091937,1,4,3.0740541347057873,0
Stanford University,James Wang,Computer Vision,2020-04-04,2023-02-19,552e93874df6eb187c5ef3bbfc46ef8c966d24d0619abfccd5b215059bacbcf8,0.8201992679814912,2097,0.9739325187134684,0.9590284990413834,0.8844163788164912,1,7,1.7244715739576972,0
CompTIA,Mary Thompson,Software Testing,2021-03-27,2022-10-21,091c091885acf902117bfc75cec64f8edb073b1587d357e75931a598c04e804c,0.9804414545400688,1740,0.7473429725275156,0.8532054347596181,0.7379327536836323,1,1,15.322915756842688,0
Yale University,Elizabeth Williams,Agile Methodology,2025-05-08,2027-09-19,ea6cc5860a43b3da4ffc4fa671dedc479c542ea98a6d6c10d43cbe2592eed357,0.9653779286320929,237,0.8575840917565118,0.8570097040478325,0.8935593127538703,1,8,12.847607853834466,0
PMI,Jessica Miller,Natural Language Processing,2022-01-26,2025-04-28,6886331699d49ec5b882989a70bb3daeccdd25c55a17466eda305f38c48be60a,0.7587437620218335,1435,0.8146744351603131,0.8774409758776258,0.9016153202828576,1,6,0.33651798785872644,0
MIT,Robert Chen,AI & Deep Learning,2023-07-26,2026-11-18,ff4818205460a95a75438eda2aabf2ef9a4fac50a6a1408a5716a66ed276585c,0.7439468738871424,889,0.8746137154979466,0.8869921473797959,0.8060905560441454,1,12,39.44135058150789,0
Microsoft,James Dubois,Computer Vision,2023-01-28,2026-11-22,058148267f5badcc9912bd285cbf86afca69b5cbfe3cc673e2cd5cd2d5fdc11b,0.5190475324146435,1068,0.8989427108594898,0.9103833140129185,0.9541313793947992,1,7,24.198780939211222,0
TU Munich,Patricia Martin,Blockchain Development,2020-12-20,2024-08-25,cac62e9556550423c51f7e11b909f55ecd7cfd289abe6ece04c62a0d7d3cd078,0.8295709132565068,1837,0.45950529446764904,0.9173679635016732,0.8084346773955532,1,7,11.97084198067313,0
edX,Arun Smith,Machine Learning Fundamentals,2024-02-16,2029-01-02,a86242309bcb45c1a6fc6d6b96c161733ecc1afd550fa9119f8096175f71649b,0.7741969344517328,684,0.943654939231954,0.8716637549654317,0.9372485493934933,1,8,37.17503115159846,0
AWS,Carlos Mueller,Mobile App Development,2025-04-18,2028-07-08,7e1f05fddbe1183756f9fcad1640fc998d793c781cf27f8ac2e09049c51820bb,0.7073434962728912,257,0.9046204837782384,0.8403805836563626,0.9077440746475646,1,11,15.338154905127737,0
Adobe,Christopher Chen,Mobile App Development,2023-02-11,2024-10-25,ee22d73f2d3a8a7b3a3a76f613b8784c23905dcb4c2f7c503925808ed4f2309a,0.7507847424168443,1054,0.9487445037923964,0.9413833127300764,0.6593605971542845,1,5,71.69542348728615,0
NUS Singapore,Pierre Kumar,Project Management Professional,2020-08-15,2024-07-03,63540c253b5a77d37b2f8c81c042616813299691d9c611193c2b17b1518ccb3f,0.9411203956155286,1964,0.73528171379989,0.9075739958136646,0.8824892641574089,1,11,69.01097035348835,0
AWS,Karen Johnson,AI & Deep Learning,2021-03-06,2025-10-10,45848040f70c5436354880ad1fa4fbe989c6e9dcacdad3930d828748e8dd2be9,0.8471765910209351,1761,0.8808532411392325,,0.8679475948650827,1,4,86.90844300008094,0
Udemy,Barbara White,Data Engineering,2021-08-01,2025-03-13,1c9c8b96ed098c1d67d6a99bf6ff3beb4b6d15d11f1b09f67b917c7685e31bf5,0.8447604192970449,1613,0.7791417728696726,0.9617098527112694,0.80481846954378,1,7,8.987176200769406,0
edX,Arun Davis,Computer Vision,2023-03-30,2026-04-15,33973fdcffa294f739863e4af9,0.0966,1007,0.2485,0.8264,0.3556,1,0,41.08,1
University of Oxford,David Jones,Robotics Engineering,2021-01-06,2023-05-20,1d7ff19415a8764e6a0e1ba39379818caa640125972a7a8109879acda9d72bf2,0.711366707987584,1820,0.9711597076592158,0.9240842483624206,0.6109073242261108,1,7,5.6234651089808,0
Cisco,Karen White,Digital Marketing,2024-09-10,2029-04-20,744eda40f2715d76c006a7285380d7bfcb9c49f76e137bd6f7a1820aea009779,0.8093061431242129,477,0.6584794515202996,,0.8845141918509143,1,9,5.571555638732289,0
MIT,Ana Dubois,UI/UX Design,2020-03-24,2024-12-29,cebe07b63bb711d10298b5d0a41d3bb0a8f58853832c7634ea999c9d9fae71ad,0.7950038589442635,2108,0.9455001538007606,0.9516062385203659,0.7422142641039903,1,6,19.447132228920054,0
Columbia University,Mary Garcia,Big Data Analytics,2021-06-07,2022-10-26,03d45d39058306af8c9958ffdba00b07448dccdf6e181a1c379ad27d8811b78b,0.7058281271577281,1668,0.6038104884946383,0.991022008808598,0.946211534693413,1,6,54.88921497717575,0
TU Munich,Fatima Johnson,Big Data Analytics,2020-01-31,2021-06-13,acb1976d13fb8f8101254597c75a9ca52108b5d0ccef21120c654dfad71bd134,0.802557962209333,2161,0.6151495836582588,0.9092811094293703,0.9360995134393335,1,4,20.27600138179644,0
Google,Sophie Martin,Natural Language Processing,2023-09-07,2028-05-26,35d931fbd037e47a5daa59d2420918a0d18d8df47c0bbccacb2d3ce4c0899a0d,0.7442204992266029,846,0.7352161135955055,0.8542757202464634,0.8043411701641904,1,4,23.66199368814814,0
edX,Christopher Martin,Software Testing,2021-01-18,2022-05-21,fc3964b1827ef7bb210b2420614454dde7154593b28f262df2c6b5e88aa2d15e,0.7118071460110853,1808,0.6479307297681157,0.8794283981906135,0.9648581232327647,1,8,16.829208686687952,0
Microsoft,Arun Anderson,Cybersecurity Analyst,2022-07-24,2023-08-03,539ad06c4cdf9d58c44964dd9126b3c31f01790af48dd1729054ab33ffbf692b,0.8633516780715021,1256,0.8655009305964442,0.9704239502175073,0.9887953760757622,1,9,28.849344532290214,0
Harvard University,Linda Harris,Data Engineering,2021-04-14,2023-11-14,d01dc771819185d86554da48a900433293e70813a742dea29dc478bf650b4f35,0.9466077856130402,1722,0.47308841459543144,1.0,0.8510348050295966,1,3,50.29288654383525,0
Cisco,Jennifer Hassan,Business Analytics,2020-03-04,2022-11-21,994ee1f6680522390717cf8c132b9a08c60db44f1f0d2bc7ae312d35750650f3,0.976006074417815,2128,0.7379824117320749,0.9319297550783092,0.8385898606722547,1,7,14.286449412518927,0
edX,Richard Dubois,Mobile App Development,2024-05-12,2026-05-16,43b9291cd2013e7da8139d1efe3b586b5127bee418bdcbca2dfaeea4205bf942,0.7833585257256237,598,0.5636828488627668,0.8833216005712053,0.9229984429272365,1,5,33.891639614417244,0
University of Toronto,Mary Rodriguez,Project Management Professional,2024-02-17,2025-12-13,48504bdd7541c34eef34d2485bfa400b4f45eb50ce01d67f1781a36820c66655,0.758995356521558,683,0.8483895529636478,0.9118962796603977,0.9231140320474118,1,4,2.40278311002631,0
PMI,Patricia Rodriguez,Database Administration,2021-05-16,2023-12-11,12fce631561efc5e32f0476a30757212eacc9fe519f64345db360d1faae9796c,0.8571155703045868,1690,0.7052347457184074,0.9236241315350264,0.8867542000915359,1,10,7.402753947970831,0
Google,John Chen,Robotics Engineering,2022-04-09,2023-09-03,6540cdf12b43358218e3de84a900befb60eb65a65a9a5aea3a7343d84331738a,0.5839907248865368,1362,0.8590393594375012,0.9309002564270982,0.9419648495986948,1,5,20.438864446212097,0
PMI,Robert Martinez,Mobile App Development,2024-07-10,2028-04-14,d8807632519b55f3c2f140103e0ac79492517e57988e1de2f614bf87d276655b,0.8270982410998212,539,0.9403640303437502,0.9783123233068373,0.9193121238934594,1,6,10.055439194436918,0
ETH Zurich,Sophie Jackson,Natural Language Processing,2021-05-17,2024-06-01,4073297e85f8118952090904bfe760c27dc6ae5f731130cb012b04278f8ed2b1,0.1299,1689,0.2696,0.7742,0.212,0,2,30.41,1
NUS Singapore,Yuki Anderson,Big Data Analytics,2021-12-08,2026-07-04,fa136c6c880ae9ecc829e6463ed6e5585312e2f04fab70ba50c599957ede1623,0.9830925783877086,1484,0.7110071035858575,0.8826093976387108,0.9516604711172085,1,7,15.559204024381824,0
IBM,Carlos White,Software Testing,2021-04-18,2024-02-08,e80773dcc6d05b55e0aa3efc0b53723e086ad2c0051ffc8f04eed029c67f8cde,0.8578440932670284,1718,0.9872995271833522,0.9257797751746771,0.9886381072319274,1,4,10.336863689784696,0
University of Oxford,Priya Mueller,Computer Vision,2022-01-25,2026-05-15,b61cd1dae7f8f94a04d59babdc6902279a4b694d1a9e979c92e0151f22e1498a,0.5131859453317571,1436,0.9819395311324269,0.8288677180767152,0.8960030415704838,1,7,85.74504805798051,0
Adobe,Joseph Chen,Mobile App Development,2022-02-27,2026-07-20,a3b7cb85c849f42eecd0acd550c02aa44c5f0ec3d9dd01b29c212d4f08731930,0.7110489737978094,1403,0.7924460620843509,1.0,0.4819194523625067,1,6,8.50088026932438,0
Oracle,Wei Jones,Digital Marketing,2021-11-01,2025-03-01,a25e5cee5be68b78ba849cbac72b423650a8d91356e8ea5af01d5d63fb3f07fc,0.897027753432708,1521,0.7816104376454052,0.9146565926767882,0.801020206383485,1,5,3.217802352857366,0
Columbia University,Karen Hassan,AI & Deep Learning,2025-02-05,2027-02-14,e1fcc1634731e4ea4072db95410f0d0ec556eabb7ff39817b5b802934ecaf274,0.7245730077618148,329,0.7264073522530172,0.9971174920076444,0.8783080109587565,1,3,2.032185065149793,0
University of Oxford,Michael Kim,Big Data Analytics,2024-12-11,2026-09-17,c9adb1400d8a05edb6251bdb07612d8b93432921cb1287513bd6345e7dae3d34,0.6001423220225212,385,0.8860466234926913,0.8693167147699752,0.9014469134533716,1,4,22.31536697279041,0
NUS Singapore,Richard Santos,Network Engineering,2022-01-07,2023-10-22,653ab46819c403993bc61b66b099cbee9780cb22c0f0b18391fe7b6ad1af3810,0.7670931346167854,1454,0.9281890298643701,0.9210310026686788,0.9904868855765626,1,9,8.967679630458102,0
MIT,Jessica Mueller,Big Data Analytics,2023-01-15,2027-12-15,0d58eb57dae806fd1df5606f2133634014ae39ca849937a37f201ca47f3222ae,0.9048392270763722,1081,0.8850201745107549,0.8588296308851965,0.7616828913619067,1,7,38.94535161998932,0
IIT Delhi,Richard Rossi,Big Data Analytics,2025-12-23,2030-09-05,b9f61244ddb8b6ce50ab8ed0b631a1a949ca8f1185092605d003e0f1ba4139f6,0.7874540918889291,8,0.8814343087467922,0.9285486993795312,0.7932208843273274,1,10,4.131154186344636,0
Microsoft,Sophie Wang,Full Stack Development,2022-07-18,2025-04-01,e2f2d49991775c57869479dc928c0a15ead67ea85a08a152c03d7e16b7cefd2c,0.8255991285645794,1262,0.8203136345455362,0.860054196632294,0.8018213593680389,1,7,23.439508880643434,0
Salesforce,Michael Garcia,Digital Marketing,2023-06-13,2026-04-30,ea4add350dddb721c3e8e3a97c180b21b6ff20f3b93f54528af9cbed2b591e70,0.6889662987605204,932,0.7267468761895782,0.9775326880029261,0.9505739853401666,1,3,24.270429425737607,0
Udemy,Wei Thompson,Machine Learning Fundamentals,2023-08-25,2028-04-27,cd236bc6c6751ec518542dec40907aebd7d271f04a0a55229b7f2faa8cd0c4fb,0.7864108498561425,859,0.9479160700748204,0.8846705913503266,0.9302530859439611,1,6,38.16339783430982,0
AWS,Patricia Brown,Software Testing,2026-01-09,2026-05-11,a9a5040dda7927b2e629c8d406991ba273077e41f9775eb5901e4fee450aee0e,0.08,-9,0.1163,0.4559,0.298,0,0,67.71,1
MIT,Joseph Thomas,IoT Development,2022-09-15,2024-12-19,c746a01401af2729e7573dea0fa21e9dba2d203915c79a165e2a29d03c031ec4,0.9128240179017661,1203,0.6828609442874969,0.9348043534194762,0.9638905081749648,1,5,28.281567242521298,0
Harvard University,Priya Williams,Data Science Professional,2022-06-22,2025-07-10,0142c9d507ab7a6d8f4ad13b302b0883e6f3bbe193b4822d69a540788c85f07a,0.79664039198472,1288,0.6881176816672709,0.9435237679858807,0.8563534515257506,1,5,9.32655649103998,0
PMI,Mohammed Jackson,Cybersecurity Analyst,2023-10-16,2025-08-30,0ee7aaeecdee153b6df889c18fe55374c24490a59e0da5916062b74bb714c66d,0.9572494859234417,807,0.9135164310765573,1.0,0.9210267509268498,1,10,1.1774828705003415,0
MIT,Patricia Martinez,Network Engineering,2023-01-11,2026-04-15,7e07cb3c87134a0cec59f79b929a21769d65748c2a35af1c481e95a586bc64a6,0.7418004429075138,1085,0.9861546746109091,0.9138658114019714,0.9331686206093179,0,8,12.678741491757838,0
Adobe,Mary Jackson,Big Data Analytics,2020-03-02,2022-08-15,bea1591789085418a22f117073ac4e9ebb8bbe665f933c71933dc7a5226ee553,0.9782173221114923,2130,0.6510274415109106,0.9464586026843025,0.7602354084031209,1,4,6.689616721367568,0
MIT,Richard Harris,Machine Learning Fundamentals,2024-09-24,2026-08-01,aa040a66c38fd9dfb09338493a5e1c868900ddf2dcfa3ff8f94732f179431708,0.9482106395963801,463,0.9661842989756583,0.882021402790037,0.779550820135116,1,5,32.687239486930196,0
PMI,Sarah Martinez,Data Engineering,2024-11-27,2025-12-09,8c8eb08b5dbfb6e820d52dfdcac532ce6a03299f655d54afed9d698f2645c397,0.7228422667738604,399,0.6625776613751304,0.9308067201760092,0.8333057849918915,1,5,8.218823951941843,0
NUS Singapore,Jessica White,Full Stack Development,2025-04-29,2028-09-17,db9cc82ccdb5a798786ae05f81bb4bbf35ca01ad273c7428c0da8f6fa43841e1,0.8503067885760216,246,0.9221858460792475,0.9809181235264965,0.8578318945936182,1,6,13.967009234111622,0
Oracle,Linda Rossi,Business Analytics,2023-08-01,2025-09-03,e2c71135382fbb19f6d3c8398c5ef2fd4376cd0560a24c16a3732fbb29b766f9,0.0865,883,0.0357,0.5326,0.2006,0,0,18.77,1
Oracle,Mohammed Jones,AI & Deep Learning,2024-09-18,2026-12-17,2c92416d98fd8a0581bdf7a9c2828bc3b9759482d1d5839931dfc98200023d92,0.8239145237253267,469,0.9740122459439813,0.958303410847628,0.7081565187600414,1,8,2.5236680532505713,0
edX,Arun Santos,Computer Vision,2024-01-01,2028-05-16,de3fb34b900d97afa4dd21b332233fcb20a2880316b5afd2d618e681d3ac09d9,0.2463,730,0.5266,0.796,0.254,0,0,34.03,1
FakeUniversity123,Pierre Martin,Data Engineering,2022-08-09,2025-07-05,9d91df481349b6eb6499c34f914a3cee206c673c657514017e5bd2950f308f49,0.5558,1240,0.1336,0.4233,0.057,0,0,176.97,1
Salesforce,Linda Miller,Database Administration,2022-10-18,2024-02-17,024066a9707e49ef8b6e39711f4f196f7a98476a0530408c76b0b87ef7d4e26c,0.963003651152025,1170,0.9851364739613836,0.9370582223118649,0.9042660608077037,1,10,36.52040424811913,0
InstaDegree Corp,William Martinez,Network Engineering,2022-03-16,2027-03-03,3950510025cee7238c7e40b22c3926219376bba17cfa0105d32b8a6a47f6516e,0.0493,1386,0.4,0.4485,0.098,0,0,43.25,1
Columbia University,Priya Jones,Business Analytics,2023-02-23,2028-01-21,539e1563aac072cb06995ba9ae3e3ba7aa0bc6e1f17f4b94492c830217b7c807,0.8352010397461412,1042,0.8419757364989454,0.9467320881374944,0.5453360519942843,1,8,7.795507694751004,0
Columbia University,John Williams,Full Stack Development,2021-06-21,2025-05-20,2e1445e1d0fb7b00e82e773edefe819f061b5945e692ecab76313da154fa5da7,0.8691927488933301,1654,0.8069566252843461,0.9407017352906493,0.6259703027683846,1,5,8.188372207952238,0
Columbia University,Jennifer Santos,Big Data Analytics,2021-01-14,2022-04-04,b03bc03e64c2b85f21ff7d2a56e6bde2c5e15373e22212f788d2e8df7695e3ca,0.9085368156072988,1812,0.8583066524767572,0.8523116202116892,0.8335882563354322,1,11,42.64770391736152,0
Columbia University,Elizabeth Dubois,Machine Learning Fundamentals,2022-08-18,2027-02-22,afc0f9d8a2c6dc8c54eb39960bed7381190f36b5bcc9beeb8f47a421bd825742,0.2236,1231,0.1737,0.5747,0.0329,0,3,74.93,1
IBM,Fatima Rossi,AI & Deep Learning,2023-07-13,2025-03-24,bf763e3aaa029ee1a9bc3ccdd76ea5201984076823a71997c5704a1f92a1093a,0.7153647718631068,902,0.8387247223426224,0.930310460415392,0.887596151377557,1,5,22.487783055760282,0
Salesforce,Michael Dubois,Project Management Professional,2025-07-01,2028-09-09,f3c5d5421a9bcf2184fd099fb93f913700612c81923fcfacab3dcb89701bf5bc,0.006,183,0.3118,0.5903,0.3421,1,0,300.08,1
Microsoft,Ana Smith,Project Management Professional,2020-09-22,2024-08-31,119e1589052d8471f5948534965983ef6f34f8dba4dca625a2c54ac746643ac8,0.47236305826358627,1926,,0.9413136690887312,0.9038780823847546,1,6,32.5564691261182,0
AWS,Richard Brown,Robotics Engineering,2023-02-02,2026-09-01,18d7aa838743d6293b744bd169ec0215be4b809750d682b6b4958c3b33b9ac3a,0.9692334405314903,1063,0.7443361809303148,0.9704925835518095,0.8577650520608563,1,6,18.16067747398668,0
PMI,David Wang,Network Engineering,2020-03-02,2023-11-03,286852c6c933a1df58909d723e31dc4f5617247efa1c8dc85c23a664706b7ba7,0.8059016479740078,2130,0.8951596955067753,0.8425052665024058,0.7440175872454724,1,4,14.904618974159755,0
PMI,Christopher Smith,Data Science Professional,2025-01-25,2026-06-02,b0c17b1cde00f2207064dfe9a815538257920a879ce40d345dd9c8a97dc68ee0,0.840889186607863,340,0.941623280145127,0.9767330355698642,0.9605302358340007,1,8,3.5517417933309288,0
Coursera,Ana Mueller,Network Engineering,2020-06-20,2022-07-17,5bd25993af5f3bd932a11345067318032211bc7f9cffbaa8577a522eb5f37e77,0.7734826073466209,2020,0.7661094661507639,0.9177046214416898,0.8485519370506961,1,3,83.25085557739834,0
Cisco,Priya Tanaka,Database Administration,2022-08-19,2023-09-06,c071b85fb917e0b565d67679615e47688d7b013c60a63d5f5f353eef2fbcebc7,0.7529458088465046,1230,0.8953623081945529,0.9525519960038574,0.970941819414276,1,7,10.038340706651235,0
ETH Zurich,Yuki Johnson,Quantum Computing Basics,2025-11-07,2030-08-05,091f20bf92f7d45a469976a454056a8fcb369bc36d4e8af2779aaadf2c6b56ba,0.7690644087540973,54,0.8802371809013992,0.9079466016923384,0.9232199435360767,1,9,25.38833379124295,0
IBM,Yuki Williams,Cybersecurity Analyst,2023-11-26,2025-10-31,aecc8770583963a50d2e7b4568bfc38534133310c565a809a338ceb96aa23ffb,0.8821607640587371,766,0.8745677285049478,0.9115001326103203,,1,8,98.78128410111974,0
Udemy,Jennifer Rossi,Data Science Professional,2020-05-20,2023-01-17,d32170af5f364b118aecad2ceeb86009b16de41c983f5dd9475a457880a7690c,0.7794275692894832,2051,0.6400298184000065,0.9333915074712661,0.8593704797473292,1,6,23.71899519530673,0
Salesforce,John Jones,Big Data Analytics,2024-03-30,2025-09-24,bfe95c231200f317565f21f45b91f9020fb2a09f1afd74fb40bbc9e08ea92b95,0.9432955941002961,641,0.8249329546819957,0.8766080719264125,0.9290326946988707,1,5,9.621890436680493,0
IBM,James Kim,Business Analytics,2024-11-07,2026-04-24,014ec4bccbdeb34b89464ef06f69aea9986cf5c77fee12e28de8d0ef2a9b02d3,0.8812634199391398,419,0.8348561384571103,0.9890203930022279,,1,4,17.396710249961778,0
Oracle,William Jones,Network Engineering,2025-02-19,2026-07-30,35b9a7a02d03868e2ce139c9fd6121bbb1ef3e267ebe20450055a180d51af2a8,0.9347016476556134,315,0.8606112355114414,1.0,0.9402652732047021,1,5,43.03334178056738,0
Coursera,Linda Patel,Cloud Architecture,2024-02-05,2025-05-13,f95071ce3f0b14e43429f7d386abef1cf98e0ec9c1f12455d14e0c31c2fc2611,0.8950120902646191,695,0.8927155948792602,0.9633614749488223,0.8554664953378872,1,10,20.746057206109562,0
IIT Delhi,William Chen,Digital Marketing,2020-02-01,2024-11-23,b407dd96c2c92420537145336d6bd4dafbd479706579e93c278cc991b64100b0,0.7559394873518048,2160,0.892267739683417,1.0,0.7304076418932559,1,5,38.801828820962015,0
PMI,Patricia Brown,Business Analytics,2020-02-02,2023-12-02,ab35e7fceb20ba14571d532ad515b34ce0ef0d2a383cee3355b949bc7b68f62d,0.7883597526113811,2159,0.8096557942737471,0.9306797506285233,0.7091053570520109,1,7,29.130565275993927,0
University of Toronto,Ana Martinez,IoT Development,2025-08-15,2029-10-15,82e6732b25b6158e0403b09738b335ddc973a8bedd93c3794397d4b50b1adc95,0.664897466109962,138,0.8139729637126643,0.8924859547689826,0.9429984483800409,1,7,66.23563822034534,0
ETH Zurich,Sophie Mueller,Software Testing,2022-05-30,2023-09-02,8c734b50034d38aadae625486e17c5e0f7f6603c3b14eee402762ebca2c24465,0.8212639477296122,1311,0.7408715338452129,0.8878447286658588,0.9267127792892318,1,4,11.847347317686127,0
Harvard University,Sarah Kim,Full Stack Development,2025-04-10,2028-12-27,c3b3a7a69e5240214c94dca244793479c8437de2caf1d840ab3a7a192026a730,0.7905796966748008,265,0.7495509633671168,0.9240642473515818,0.9580639075948524,1,4,30.169242489977705,0
Cisco,Jessica Johnson,Mobile App Development,2021-10-01,2023-02-10,74de38b043953af0a008c843f02eb59c99b2775cff7babb112435346d4f240d2,0.9372496556235713,1552,0.9001593113159065,0.9729380754426514,0.9520041824323974,0,7,9.365300827931126,0
NUS Singapore,David Davis,Natural Language Processing,2024-07-02,2028-12-02,004c27b6c9667d27f3b963673a17bae408d261fd6d96bc623276d0c5304aa2bb,0.7082285891160547,547,0.681314675127517,0.9034178552215862,0.8241056911690342,1,7,28.843529959167732,0
TU Munich,Mohammed Martinez,IoT Development,2022-02-06,2023-12-05,99e8a59123c9b5082f0e380e1a7218df4230457186f96426c75795985d5bc9e7,0.775784738525271,1424,0.7325066211488133,1.0,0.9225002433697633,1,5,0.9990407541628828,0
Yale University,David Chen,Database Administration,2020-11-06,2023-10-26,66ab790d3f4c60c5d2e4b8c514a5047714e82df8ef626320a2fe6b18a6338a6d,0.485432825951815,1881,0.9049255190882832,0.8426827209880153,0.9424402212072923,1,8,68.77389202426602,0
Columbia University,Thomas Davis,AI & Deep Learning,2020-01-20,2022-10-23,6926be7798d4a98c64d2cb6732932a90fdf46eb93ca20d3274b35752445ac807,0.0287,2172,0.2306,0.979,0.0717,0,0,127.39,1
University of Toronto,Elizabeth Harris,Quantum Computing Basics,2020-09-30,2025-08-21,2953695e23417ae97db877bc36aaa6fc0b144d929980c25ae92ed41a75deddbf,0.9763406391606895,1918,0.8654348017766128,0.9130701567251023,0.8108950896471403,1,6,19.264997068662833,0
PMI,Arun Davis,Computer Vision,2025-07-31,2030-01-12,af5f3af4a6ea7c5d141e1341a530be4ab93e09f52850827fbd677d824fc32058,0.7930536842110396,153,0.9283028579221209,1.0,0.8460697712024684,1,5,9.11888742524624,0
PMI,Jessica Miller,Big Data Analytics,2020-01-02,2023-10-31,7637f176940d66b1b11bc8b76a9505ee4e0cb111763121599e14363c5b5d0bb6,0.6374774040816525,2190,0.9245211201628222,0.936952722556649,0.7725067284451507,1,8,53.0091914420087,0
Salesforce,Michael Thompson,Project Management Professional,2020-06-11,2023-02-01,38b925a1,0.0894,2029,0.3647,0.7165,0.4249,1,0,4.29,1
Oracle,James Jones,Software Testing,2021-10-01,2025-05-06,d8f4a5890dd1a50eb9a4e5b58263c838e4d314b79766d15593601aac0f42a837,0.8266943895641563,1552,0.6238571637821069,0.9854484337251206,0.8806763654974633,1,5,22.265020619495818,0
DiplomaMill Online,Susan Mueller,Cloud Architecture,2025-08-07,2029-03-20,473a5d588f4efc9efa06ef9275fc600ad5dd6880a60ace5a13c6af1200381ad7,0.0081,146,0.3336,0.7721,0.2201,0,0,6.65,1
CompTIA,Barbara Williams,Full Stack Development,2020-07-05,2022-06-25,03eee0cfb72a768f45ca750ebbd4da3b1d54cc79e89847a69960a0b0a064b6e4,0.636981652857025,2005,0.7927975007983565,0.890613556751358,0.943062182835594,1,5,5.397060387431479,0
PMI,Christopher Patel,Big Data Analytics,2025-03-27,2027-11-21,f65eebee113bb3aae5943b8411f2c70b1e09eb0cb05644850f305b5757b21678,0.7370036964608803,279,0.8251627283159362,0.7862901532418728,0.8231002504742598,1,4,0.5286221527141157,0
TU Munich,Mohammed Garcia,Digital Marketing,2025-02-22,2028-09-22,2a364310140c53d22c2a65e2156c90336142a7f0e3856418af209ad6597f0175,0.8694860533392353,312,0.922841843871541,1.0,,1,4,3.370658038760948,0
CertForge Academy,Mary White,DevOps Engineering,2021-04-23,2023-10-04,7adb2a671af6616447de0ace47dd4312413c421f29551c3477eeef590def5a6d,0.2171,1713,0.3372,0.8102,0.4191,0,0,8.57,1
Coursera,John Martinez,DevOps Engineering,2023-11-20,2025-09-05,692d9727ee6edd89cc354005d8aea4ee654315f9a67b4c1e7ea5094ae4387357,0.89515860159576,772,0.9692844177174694,0.9611312837082051,0.9819007246295555,1,7,21.483520041523928,0
PMI,Mary Jones,Software Testing,2020-10-06,2024-04-18,dcc1b43c4a2bf14d9af19d295975225d836fafb0841895ac314c33ee53e0fb2c,0.7499666828657134,1912,0.9223198006169491,0.9943408731485104,0.7755339775193181,1,8,0.0964666187625624,0
Yale University,Michael Anderson,IoT Development,2021-01-16,2024-02-24,606e0e01b81c9b163f297546a0baf4ceafaa5ecc2d237205b288478882f1a2b6,0.660025206878215,1810,0.8699600955513875,0.9656936147533863,0.9775627392096929,1,6,22.672261649162348,0
IBM,Richard Kumar,Data Science Professional,2020-07-05,2022-03-02,7208a0a6133d7b2cdc286f39b336982103850b65f21e68752369949e41eb1887,0.8747005555285318,2005,0.8883191316276292,0.9154891719066472,0.9692832601916562,1,11,41.05743604813087,0
AWS,Jessica Kumar,Blockchain Development,2025-02-25,2027-01-20,b8f4f57525a5fe0946ea3154b93c4699d9f2b31e25dcca46b6e93aeaf603d7c3,0.7036743657295644,309,0.8373002678963042,0.9001400828224024,0.8016004213371787,1,6,19.38590579081525,0
Microsoft,Pierre Ali,Agile Methodology,2021-10-31,2025-07-02,21d9afd75d41cab7b11d4e566b3b2c95a301a83a7a4ee6dfd345a34934712da7,0.8762949055143838,1522,0.9440268444021451,0.9226822920053805,0.9891400179843413,1,5,46.16211950951933,0
Cambridge University,Priya Ali,UI/UX Design,2022-07-16,2024-02-28,90766bac3264803fd936617c7f622ff47c6359e614fcd7bb9f17e5da94366a08,0.8993099976123393,1264,0.9407911010338037,0.9350751957824457,0.9158867145999856,1,6,16.34657592587772,0
Cambridge University,David Smith,Data Engineering,2024-03-22,2028-03-11,158502858f321d0563f9a22490668edf2774af321123c45d402638dfb605f189,0.8764221064873932,649,0.9445771013587342,0.8817687463609855,0.820409378098201,1,6,10.367056630296384,0
Yale University,Patricia Thomas,Digital Marketing,2025-07-27,2027-11-08,1c83ceddf66a69c758ddc54fce85ef1d40845b258cd38ecdf976b2a0882e6d40,0.8961057428653192,157,0.791598254698026,0.9546585326540207,0.6958303151181762,1,7,53.7311978639811,0
CompTIA,Mohammed Williams,IoT Development,2023-01-24,2024-07-08,5cfbb09b83f63b6a86cbd4e9f2065227cd5bca8e8cee545b8b96e901f592b88b,0.9484777794193909,1072,0.9365521752882252,0.8401670099238094,0.9243262488191266,1,6,61.771888406289264,0
Oracle,Arun Ali,Software Testing,2020-09-21,2022-08-29,5b380787b74e23d9016484b4792ca0ab7b784b902f54db482edf7bc90cf25be9,0.8347880899093818,1927,0.9213440191896957,0.8306660592126788,0.9283991749769678,1,3,0.12325233603647151,0
AWS,Linda White,Robotics Engineering,2021-03-18,2025-11-12,6beda5450d06a1ad83aa880a2cc7c7997eb5551f02429972a22e76f0c8ba21be,0.9558632649888492,1749,0.9151432661313909,0.8493284611118466,0.9462358547068387,1,6,24.231452522954022,0
University of Oxford,Barbara Ali,Network Engineering,2022-10-28,2024-05-22,ec9cf13877ca6e37392713e0b43569cb6b317313bbb4c72b32cf5fed304d906e,0.8517786649530265,1160,0.7855228326883554,0.9353194741036708,0.9765751262719807,1,6,11.270580468690849,0
Cambridge University,Karen Miller,Mobile App Development,2022-03-13,2023-06-24,4abec4a7c007414876c77c39968d493a6f88204a8edf0eecf23439fabf98a1a6,0.8711376821256331,1389,0.6328756951624882,0.8807816318547115,0.8648731679056822,1,12,23.56268041501966,0
InstaDegree Corp,Carlos Thompson,Project Management Professional,2026-12-20,2030-05-13,24aca66fa2f2102329882bb485d35b212d8b12339ffb3663f9efe372acf476a2,0.0295,-354,0.1566,0.9485,0.1457,0,1,149.48,1
IIT Delhi,Sarah Harris,Quantum Computing Basics,2022-05-17,2023-07-24,8e4d22ae17718631a5bc76d3e10e6caa15d56f12c2c04550886c1fc6bfd6ce67,0.7814862312318771,1324,0.9210772170453597,0.8595693375268654,0.9325926763236888,1,12,13.95269147002476,0
Adobe,Mohammed Brown,Software Testing,2025-02-22,2028-08-26,a02eb23009d2fd8b0d3921382288ed5229ecaddfe92f30ce1159b16168bbe866,0.7747159219311438,312,0.7996378888477059,0.8628365838585458,0.8244907464285929,1,4,5.242049204149364,0
Coursera,Susan Patel,Full Stack Development,2022-02-01,2024-07-28,d398f92ce0760c8ecacca9e703a5c88e05b50214ac1f0b01c2d0aa2374b2ab1d,0.7513933916136116,1429,0.5979279464442168,0.86690963646893,0.7529742109737837,1,2,1.3758734226331948,0
Microsoft,Sarah Kumar,Data Science Professional,2024-07-30,2029-06-12,29edb7ac,0.2594,519,0.39,0.5263,0.1317,0,0,29.95,1
Google,Elizabeth Garcia,Blockchain Development,2020-06-16,2021-09-27,369dc04d5a43ef604b1e083a2e442caa9796907242e8d5ced151acb040ae39ed,0.9501997046129217,2024,0.6303215536626856,0.9410015273659276,0.79949996360544,1,8,20.622288938606367,0
Yale University,Sarah Garcia,AI & Deep Learning,2022-10-20,2027-05-14,4a9d7d86df8f3e63ffbcca712ab7087320ab5ced1243a31def222d966ad1600e,0.7716010466924275,1168,0.7808417875404089,0.8986088352007958,0.9151302191532372,1,5,83.57962159087013,0
Cisco,Patricia Chen,Project Management Professional,2020-05-11,2021-06-01,79ce4682a4508bf5d6aca9c7f6bf10a41a33f4471ac38a8b1f5b2c1001dbe603,0.6698058278369164,2060,0.9461617298949255,0.9067819570832772,0.9453815868714648,1,6,57.08842072534473,0
Microsoft,Wei Williams,Cloud Architecture,2024-03-24,2027-09-14,133f792caeb3413bf000261f29e787acb3bcf3703f5547c8a46778ba30d6edaa,0.7484640871354288,647,0.7935096659212766,0.8314167182819657,0.955075684781756,1,12,18.949164666197778,0
Adobe,Linda Dubois,Cybersecurity Analyst,2022-10-06,2025-03-02,9132fcc02a8c3aa9386342db5cbda78bb6d804ab0bc06fb5929ed9c2e690eea6,0.8108604906962131,1182,0.7731825337012888,1.0,0.6300381482279857,1,4,18.262358517478003,0
Coursera,Mohammed Wang,IoT Development,2020-01-24,2021-04-22,bf2ae7cc3e7f38859e2b31bfbfa03f290ff0c33be5c39bedcb30253f34681bed,0.9710273491151089,2168,0.9294419554297867,0.9489453804254523,0.9852237612739363,1,8,10.99306460573579,0
University of Toronto,Wei Tanaka,Cybersecurity Analyst,2023-06-06,2024-09-12,8196cc5500b067160adf6dd93bfeeca36f4d4622c786b426ff767a946d02d8a7,0.7848670208980476,939,0.9448813729891957,0.9955974881995175,0.9858386474208249,1,4,26.297011914332668,0
Google,Richard Chen,Computer Vision,2021-08-13,2024-04-02,de9469246b3f495110e6f5c91cdd0415587b9bf74bbbaee85182b3b4d67f76a7,0.9023680751682821,1601,0.8454699983088035,0.8902265354484451,0.9475938901818658,1,3,1.4717933698665555,0
Salesforce,Priya Jones,Big Data Analytics,2024-08-22,2029-01-18,c60b0dde5fca7ce0595c47ced224fcc4f403faa407de4096a7e56cf142813fd8,0.8243107633187587,496,0.6446059788560126,0.9333850173712079,0.9248015312765551,1,4,48.33750599659612,0
Cambridge University,Karen Garcia,Full Stack Development,2024-06-02,2027-12-15,68289745907d2e6f9b48916839e5e46a5c9f3101a9e10cc07a9ec4386cb613b9,0.9392257213805368,577,0.9042219525274203,0.9308429568566688,0.7461515859900644,1,7,131.82667492467257,0
University of Oxford,Wei Williams,Network Engineering,2026-08-23,2027-10-31,a408f9b1ccd5e10e938e5011231005101dc03f72d2c84164eaa960358a6dc424,0.1597,-235,0.2923,0.1919,0.066,1,4,98.44,1
NUS Singapore,Linda Jones,Mobile App Development,2024-01-05,2027-11-21,b70ce68bedbfa457ecfd64c22516ca32b9bdd19472d7de6cec96609084ad5907,0.7447247982901816,726,0.5485045792676052,0.9301386111980445,0.9509516510999103,1,9,7.883789591251087,0
PMI,Wei Ali,Project Management Professional,2022-07-23,2024-09-06,e8bdfa1dd5df548c8ae09356e655c3bebbc96c276f98bb69997befa3e080e4d9,0.8094251769469304,1257,0.9898256259185833,0.9688403842309008,0.879440711816521,1,7,5.801419157671088,0
IBM,Richard Wang,Full Stack Development,2024-12-04,2026-01-26,5f5220b5082e11824a164d905663826de40da20fb9a2ef68c08e888c3fea27df,0.806503259538513,392,0.6808259110435232,0.9144238263249422,0.9908574436059602,1,7,52.518078128185905,0
Johns Hopkins University,Wei Santos,Cloud Architecture,2025-03-03,2027-04-07,cef5f973a8b8cf83ad7b314b1e4ee23076c2b63026b66dc32d17d17edc0aa2a6,0.8393254099524327,303,0.5851583858104508,0.8433089042057629,0.9450686716807277,1,7,56.71234214089854,0
IIT Delhi,Susan Chen,Network Engineering,2025-11-05,2028-05-13,66821f0e06e8bd6446a7a17e5cf0fb0b3c9f03a8e388a2459e41749ccdde6076,0.7080498814840216,56,0.9516550365502686,0.8579540390332719,0.7744703036728461,1,4,10.869397393278572,0
PMI,Susan Santos,Mobile App Development,2025-02-16,2027-11-20,d02412735a484deb8bcdad64b62071c4f4c5c4bf84f62b0eecd98391736b7de7,0.9743321682513322,318,0.8443150492899734,,0.8198545249419941,1,2,11.383906377290586,0
Cambridge University,Michael Jackson,Cloud Architecture,2023-04-27,2027-04-05,e081f6c4c67f909b17333e81388c7c145b6b5fd9485b4c984f77e6bb289c076d,0.9116969638353032,979,0.8829997610416305,0.8243790234139405,0.9309764009708045,1,5,26.18145429509821,0
DiplomaMill Online,Karen Garcia,Software Testing,2022-05-28,2024-10-09,7ac744e18bcceb285ad3fbeb628a02672517734bf435aa66e6f01bc79b4bfa50,0.1093,1313,0.2621,0.7298,0.0988,0,3,43.77,1
University of Oxford,Pierre Ali,Cloud Architecture,2023-10-10,2026-03-07,ed4cd1a748a7758afcf45eb05d0e86e9b525a1df7d7766c103b171df5e71b549,0.9098324059338455,813,0.8675630609736149,0.9543555137782973,0.9904335453865978,0,7,19.047160786248547,0
University of Toronto,Wei Johnson,Cloud Architecture,2020-09-07,2024-04-04,4b62c5733e08828b955909d63fd99440e931ff07584359dfbc75e2437aeb74ea,0.7990570142888863,1941,0.8677636380263208,0.8963447949724257,0.8519961827589486,1,5,2.384208264295372,0
Adobe,Arun Martinez,Data Engineering,2025-08-18,2028-12-16,296b9709e72a155e1dfb074207418424b958d8ea59c03841e3cff2782ffe98f6,0.789256373590626,135,0.7442937140507118,0.9171061943528037,0.973955004755993,1,9,29.26599095288067,0
Oracle,Thomas Harris,Database Administration,2022-12-01,2026-06-24,0107d597d5a066d40592f49e5fd0869a2766821b5069baf6d85d5effe8885f07,0.9113580771169036,1126,0.683840074942822,0.9621014020524886,0.6183013400241832,1,6,27.93387523987529,0
ETH Zurich,Michael Rodriguez,Quantum Computing Basics,2023-04-08,2026-03-28,acbaf77aec4ea438f47837c314f2a88a935e247b23162aea6d16e107d9d6073a,0.6300660040244304,998,0.8884494632977793,0.8705425232314069,0.949578362001866,1,6,3.1029350075765865,0
Coursera,Christopher Taylor,Blockchain Development,2025-08-15,2027-01-03,1691f31042c8a6536eeca9a5d258464a593027bc733e4584c32f077d80d3df7a,0.8667877445549176,138,0.8151387800005813,0.9375171797495042,0.7071196818409925,1,11,31.61131449588345,0
University of Toronto,Barbara Brown,Mobile App Development,2020-10-14,2025-09-17,08336eb019188f508d79aa210055f0e895fb034b384b5f4578971ac4a16a5f0a,0.9786752093332292,1904,0.9741018425348036,0.8954646386007316,0.929574810153617,0,6,41.52197958235345,0
Cisco,Joseph Patel,Agile Methodology,2021-08-13,2023-01-21,91de9ffa99596d2c3f1525a51b483c4cbb9c9e0aa776d20b58a48c6a282947ad,0.8951607637091433,1601,0.9873268051016824,0.8359695406041733,0.9214411240734975,0,5,53.591449422800615,0
NUS Singapore,Elizabeth Santos,IoT Development,2020-04-20,2025-02-09,a743d1d48e1b88cde0d50be80d4c95fb10b117780136c398733c7420857b2cc6,0.8064586211989114,2081,0.6706137157402131,0.9326409452470991,0.9149489612919719,1,9,47.934158360789,0
Columbia University,Wei Santos,Data Engineering,2023-06-08,2025-04-04,cb770f5d71150096db541c2b03ea9d8bd8b867107d6dc5f2c785ca4493f52065,0.9583595841146927,937,0.8799350609759644,0.9392347318445204,0.8341940271833073,1,5,2.223047088254048,0
University of Oxford,Jessica Jackson,Software Testing,2024-06-26,2026-10-09,e3838f20d3f4c5d2df9edc1836bfef609fd2585ea012b9e442a9c815c55e0bb1,0.8081627549466298,553,0.9863827542290894,0.9461169570512714,0.9005485714623256,1,7,18.306320214687773,0
Google,Wei Jones,Network Engineering,2024-12-31,2029-10-14,2e218f4dac5c5c32fb1810f434f056a56d59ee5c5a3edc75e50d5f0528f1ad2c,0.8212690818964755,365,0.7370894651336192,0.939767098600439,0.9736694185805755,1,6,4.829216391469891,0
Udemy,Mary Miller,Big Data Analytics,2022-04-02,2025-03-28,a90e13a1016c71b3d4ac1306229955415364e0c8fcc69a9da5d0211fefada214,0.7005061997801227,1369,0.8175134422162458,0.9759295154885035,0.7284662050479743,0,6,58.26049544329896,0
Columbia University,Sophie Johnson,Full Stack Development,2021-11-11,2025-06-21,6eff6d0b380508a7bc5f93799dc17b3293814ee336fe023c33aa6435bbf50d12,0.7004040045702857,1511,0.9713214094863948,0.8899476889179292,0.7013796717507951,1,3,9.436775983571138,0
University of Toronto,William Jones,Business Analytics,2021-05-06,2024-06-18,b24b458b3c2e6e906e5f6f3a9525fcb578c513126fb0a774a37f3b28d6ba7a6c,0.8748470665494836,1700,0.9767092387446619,0.8855786053491562,0.9100066121718458,1,6,70.93194243589882,0
Cambridge University,Mohammed Ali,DevOps Engineering,2025-01-02,2026-06-08,4e0191f8935507d0a38941a7891624913c96b7d072f7b312b89924f8b11d266a,0.8917664571116197,363,0.9749455940986234,0.8864067746190201,0.65755810397612,1,4,13.568839661754977,0
Adobe,Fatima Hassan,Cybersecurity Analyst,2021-09-07,2024-11-28,a78d735dc6c5cf88708345dbf45c5194baf25b3fbad81ed828b07687e5e14bee,0.8794264779213259,1576,0.9735998718423498,1.0,0.9423935700966911,1,6,16.265809653439263,0
University of Toronto,Priya Harris,IoT Development,2021-09-10,2024-03-31,0d803cdc2fe2f6ff62328a7af719ad0eb117bda1a655061cc976282dba82b35b,0.5116,1573,0.4712,0.5431,0.2858,0,0,179.29,1
Coursera,Karen Smith,Big Data Analytics,2022-10-02,2023-11-05,6f516896dedeb4a932e6c425805629c5ab1910988a6142582c4a80bb42995982,0.7620022465541453,1186,0.9424298507067286,0.9167686834846199,0.5555580776319815,1,10,50.093841829765104,0
Microsoft,Joseph Johnson,Cloud Architecture,2021-11-28,2025-02-01,663486d8f56f1ae89b3a7be0fee8aef1ca036d00bec00563e4f7dc83bf04f84f,0.8042798103381857,1494,0.8507342657181736,0.8188537948611209,0.8680994760974754,0,3,18.97222703681389,0
Johns Hopkins University,John Smith,Data Engineering,2025-11-12,2027-04-18,d7430351d97cc0745070d21668387666c136805b7346eb9a0253cdcf145ac9bb,0.8257476202911593,49,0.5571398688948851,0.8997357225838073,0.8319905791843419,1,8,8.71930189530704,0
University of Toronto,Michael Patel,Network Engineering,2024-12-30,2028-08-06,350de130a0d1ce1e54901b64a4ada91215f922c28bb3daa237de83c0556addc9,0.7580825949912489,366,0.7070889499492554,1.0,0.889925747995303,1,6,10.46598677515737,0
PMI,William Tanaka,Agile Methodology,2023-06-25,2027-07-09,a12866136ca5518ce6172ef292bc323aa9559e4f4a5824f11a68afb1dde58e4f,0.8298993782644731,920,0.9816238858188876,0.9200851622619063,,1,4,81.17292529551042,0
IIT Delhi,Ana Patel,Full Stack Development,2025-11-17,2029-03-02,02302514b58123e282c2b467fe58c447be4f1394d0568cc63746718864f89071,0.6284309843204484,44,0.7702705317825828,0.9029855246168176,0.9318151118398762,1,6,17.428971593206416,0
Salesforce,Mary Tanaka,IoT Development,2024-09-26,2029-08-15,6b5c1af5c542f23c41737d1f46c6055aff49d5dedc81a65886243936f888d0e1,0.9862905666389121,461,0.760283670272887,0.9100854756292844,0.6531702888811565,1,9,90.26135010811154,0
Adobe,Robert Taylor,Cloud Architecture,2023-05-27,2026-02-06,71a21c9f950e4a3853dd6be47235c77372cc945cbcdfad3e69f2b6bc7f440f24,0.8087257805405558,949,0.8880147236704247,0.9323463566687489,0.8478611343961996,1,3,35.25204571736436,0
CompTIA,Thomas Taylor,Agile Methodology,2020-04-06,2024-06-02,6d014d82424d49edd2e6170708c573c23d0d17d5dc4913360ccca919907207a5,0.9416750489781165,2095,0.6064768905124724,0.9775203118464241,0.9198107608215198,0,8,3.4375080170112398,0
Cambridge University,David Thomas,Natural Language Processing,2021-06-29,2025-01-02,3560665154fabbae3cbf2fe15648c956ed2a42a3c14bcf2e844e415f4da69ea5,0.7046940843388702,1646,0.8616579438375029,0.8945160233386548,0.9836378415196851,1,9,14.032988047084446,0
ETH Zurich,Priya Jones,Data Engineering,2023-12-18,2028-07-06,4803960c1c3f233eed096bdc640e2d11d14bc9a90216a20e3cb4d7d0bddcac44,0.8306101113382538,744,0.8234994840179348,0.9525303043136853,0.7365293020538453,1,3,5.569369222062216,0
TU Munich,Sophie Jackson,Database Administration,2022-08-27,2027-06-29,b4de172e0052e0be08cb5818ccc928fc1c2061a052cb36e571e8cf6f08c0b2b4,0.9587415163636089,1222,0.7109730669394071,0.9267024433709408,0.8323408979426131,1,5,18.09546473310199,0
IIT Delhi,Richard Martin,Business Analytics,2021-07-26,2023-03-22,691a905442f47dc176e84c90e7ea02b0c5f1b04d884959486c8b2fdffb27d2c7,0.6279711034698864,1619,0.6274638605590506,,0.8473320115906271,1,7,19.278107532375238,0
ETH Zurich,Fatima Anderson,IoT Development,2025-11-22,2028-11-24,1375dcb4b2c532b6be2fedf3ad6df2e9be9fbf808d695f891c1fed6d02da6008,0.7310746742869567,39,0.9203563760568565,0.9034650503946732,0.8777125416546085,1,5,3.3784456969743495,0
Yale University,William Martin,Agile Methodology,2023-11-30,2027-04-10,ac90252b829c091070ae9d34c46e97df948d348e081fdcf0a6879f505a31ec6d,0.8447597639183803,762,0.8176051659701253,0.935856423712028,0.876497530064345,1,5,3.6905252152402177,0
Stanford University,Michael Johnson,Quantum Computing Basics,2022-06-03,2026-11-28,c87e0967eee673355da660475a04355d15b0c8c4339385a865e8d7a2a10e863c,0.5060575280874796,1307,0.9445507174551258,0.9258045357456601,0.9698386865401641,1,10,48.93373691472759,0
Udemy,William White,Cybersecurity Analyst,2023-12-29,2027-08-08,a41b2245b4a15dc421ad8e,0.0956,733,0.0569,0.7271,0.2927,0,0,20.74,1
Coursera,Mary Thomas,Quantum Computing Basics,2020-03-12,2023-01-05,c458177bbc9b0e88674178827dff9f1826840e15969ce59a52fd1258ed72520e,0.8727197685200563,2120,0.9997319353290103,0.9633787975004382,0.9134737534209751,1,9,48.255743579864955,0
Google,Yuki Brown,Data Engineering,2021-05-15,2023-06-14,0e3ebc15546a300575168a3f5a8a2471577c3ed818c9152ee9300fb216bf21a1,0.8152906520684218,1691,0.7770813391858274,0.9484334117654231,0.8868431795588239,1,11,15.150796112049107,0
FakeUniversity123,David Taylor,Natural Language Processing,2026-12-22,2027-10-16,7a1db80b484f6d62379020c9f80d673f1df0fbc080c58423b2a2fd01dd974b15,0.0969,-356,0.1051,0.8537,0.191,0,1,64.65,1
CompTIA,Patricia Santos,DevOps Engineering,2023-09-21,2024-03-28,76faacad8b0ebeac60fc9a496e2ca41ca52174c289a72c5b00d9e459c7412ac7,0.0007,832,0.3303,0.8068,0.3203,1,1,13.99,1
University of Oxford,Fatima Miller,Data Science Professional,2020-09-28,2025-03-16,81b82dc2cfcb73b15938f9928c502e614c4cac5077d4d749d3cbdf5637e1389a,0.424280586037893,1920,0.9585057911402788,0.9097530348723438,0.9357009121523101,1,2,0.687152483003451,0
Oracle,Ana Jones,Mobile App Development,2021-06-04,2025-06-17,583e2704edb818b99321a76e2197fd57c69fb0bd09381efeb4cef2624f5b1884,0.9439934423807537,1671,0.7996184830358415,0.8729022229986095,0.712711416854367,1,8,99.38484648358036,0
Cisco,Susan Dubois,Digital Marketing,2022-01-21,2024-04-16,fa3d7dbcc50aa9c65b04325f337a4118f5775c25e243819d090c1d3b9a242467,0.5437025798026864,1440,0.7229122938639467,0.9012297745450694,0.8563612002110813,1,10,11.45510256532328,0
Oracle,Joseph Williams,Blockchain Development,2023-05-14,2027-01-03,f09abb183c27f1560e6294d9a5bb47dbd41a5830d015ca57ed2d4bdd791f6973,0.8845058451431778,962,0.9418600911564875,0.8703667459451738,0.8552138095346491,1,5,7.15961560785024,0
Yale University,Ana Rodriguez,UI/UX Design,2024-12-17,2027-08-17,985904f1ff1cf255b26a7f8b5406ac7d2123a907a7f077fa90e5bb5327ea20ce,0.7750112985541466,379,0.6435364732703467,0.9223260901781095,0.844165127893718,1,5,15.156645379250657,0
TU Munich,Christopher Williams,Full Stack Development,2023-12-22,2027-08-06,8263cea52631bef55d3bd679342c3924201dd9092f8946132f8c7c45a65885ab,0.8665735978094651,740,0.9665881893906705,0.9223127002818965,0.924131204824396,1,4,28.19747934280344,0
Yale University,Jennifer Rodriguez,Network Engineering,2022-10-03,2025-01-10,59408104a630d82b97f755079e85a52222fc8fb417c998e64a53a80527a5a563,0.8515986844277632,1185,0.9849499260379652,0.9365396178797372,0.7825790125394643,1,3,45.62099587108887,0
Yale University,Yuki Santos,Blockchain Development,2023-11-09,2025-01-02,e607d17f5ad2288e506ccb93698c969b30eee32f638a7afe1e37be4cc35e3f25,0.8428425613083437,783,0.5070765621376504,0.8955843393763329,0.6521943840336334,1,5,17.919031325835135,0
Coursera,Michael Kim,Business Analytics,2020-04-29,2024-04-12,67cb3cc0b190ac10bc6acaab8d7214f525a419dbf7ccf1d436b30de54c723a9d,0.7004787723913094,2072,0.9592441271059524,0.9503388415679472,0.7213712171789206,1,6,56.38772859071845,0
CertForge Academy,Jennifer Garcia,Natural Language Processing,2022-10-23,2026-06-26,df294fc1e8d2b43448380c8a593749d13d4b2911d99113d0bfd8e4d505a403d6,0.2297,1165,0.081,0.7045,0.1889,0,1,46.52,1
Harvard University,Linda Johnson,Cybersecurity Analyst,2020-07-12,2025-04-13,5edb8cd4cf90d612ecda0a4be6cf7e679a5696d34f8341168bb403bcb0588dcc,0.9625423742083573,1998,,1.0,0.9761836893194125,1,7,35.12471801285453,0
TU Munich,Elizabeth Patel,DevOps Engineering,2021-07-22,2025-12-21,279a92a81df1e846baa10d060ee1c6786f8fac907140b3d7fe4b3feef130fd4a,0.7290145769345733,1623,0.7531744179390225,0.930988357667434,0.8437365636016513,0,4,6.823733363855666,0
ETH Zurich,Ana Johnson,Data Engineering,2020-09-26,2022-02-19,60fcfefe232980a8eb372031a89d8dd2287bdbb71bb005b8f82a1f932383195d,0.9286262229950581,1922,0.9079982442603043,0.9023162155114034,0.6034475089718274,1,7,31.03242202646751,0
Microsoft,Mary Hassan,Cybersecurity Analyst,2020-09-21,2025-06-01,5f2228c9c9195aa136d30441b4c78ad0a2c438400ee44412b8b790e19cd418d7,0.8817867559329602,1927,0.5821565840981542,0.9089269210151062,0.7546160810107375,1,6,6.246065707496871,0
NUS Singapore,Pierre Patel,Full Stack Development,2024-03-10,2025-03-14,c47545577717b5524440f59b0d79a32f34a77dbb9703e9fe97abfbce661c5f87,0.6586255613844977,661,0.6714018220504411,0.9332433051802671,0.9380048338468597,1,2,27.80724968612434,0
NUS Singapore,Fatima Brown,Machine Learning Fundamentals,2022-12-04,2023-12-05,29a313235182ede12ff695f8645b652f4ed6331193cae22b112bc13b9c58393a,0.7107080026852255,1123,0.8165584988527907,0.9313243580667642,0.9184858597017459,0,4,7.6867339286571,0
Salesforce,James Rodriguez,Robotics Engineering,2024-08-24,2025-10-14,3b1966cdd9ff60e36612ffe13e6f31119688aefcf931a632aeb3023555fa4146,0.8695188148610463,494,0.7619427656454693,0.9939636251844796,0.7413235369492933,1,6,9.535626642659679,0
DiplomaMill Online,Jessica Ali,Quantum Computing Basics,2022-03-11,2027-01-11,6521097f84,0.108,1391,0.0615,0.5408,0.0813,0,0,149.1,1
Stanford University,James Harris,UI/UX Design,2022-04-23,2027-02-10,708ecb5bb6766037417495a69682cbe0b3491bbbf4b571c019d441734cd5d881,0.7601042911414508,1348,0.8801212081711219,0.9726299067110175,0.8904143524855651,1,7,26.11772163812377,0
Harvard University,Jessica Martin,Natural Language Processing,2023-08-28,2027-05-06,52d9ad858337430352edf94c4a55cff6f3cfd6620b69c292b66a6764ecc03a3e,0.9228680186607963,856,0.6443085848745708,0.9973591444006265,0.9675841915150234,1,4,7.846577248254785,0
Udemy,Pierre Garcia,Data Science Professional,2021-09-22,2026-07-24,47b64c5e0d8ff01ffc123e855eba0a6ee192355170552a65f4b1d3a024c233ec,0.7381695930999866,1561,0.8563300322110474,0.8693776501006776,0.9594928711129777,1,10,16.365384479693525,0
Yale University,Sarah Thomas,Blockchain Development,2023-01-19,2025-12-18,46fd46ffd23916ae8f52288aca5002096abc9af810f38e3bf6dc3fdf5bb305ce,0.921179658240399,1077,0.6803853292008898,0.9347541756123483,0.9821048943835029,1,8,111.41990703852524,0
Adobe,Patricia Martinez,Database Administration,2025-05-14,2026-12-18,f593aa6d59710367f34ed8a669334836fc02803d44fa8fe815018c8984b9bc9e,0.7576436624157142,231,0.7167670077422077,0.9698639312005549,0.9663086033470042,1,10,39.48694647803723,0
Adobe,Barbara Dubois,DevOps Engineering,2020-10-04,2021-12-16,b2d9004e5b8dc06ecf41469ff7a0399aa9404d955014614c37d867a7954348a2,0.7683756387967124,1914,0.9782417955623264,1.0,0.9672097389039405,1,6,16.457495631017782,0
MIT,Yuki Martinez,Network Engineering,2023-05-28,2025-02-18,fd3f13078c16fc58aff0c16376b23cd96d7bfb5a989de3ff1cd79b1ed8b492f9,0.6948195732439868,948,0.9537111094858854,0.9973008191568515,0.961890879398692,1,7,26.296133019014103,0
Google,Ana Kim,Database Administration,2021-11-08,2024-07-18,dfdf9ad476ef34166f77163a5531d91e8efbecbd00d22150e955b99492b6328b,0.7662510324909426,1514,0.822488620523735,0.9274767329810337,0.8980846518824707,1,5,31.63821799329836,0
TU Munich,Elizabeth Ali,UI/UX Design,2025-09-30,2029-11-13,e58b506ce9deda0648b69ed36c4454b425c3d68bdbc5db7d06bc2d460daa76cd,0.9381581016044088,92,0.9833039095204359,0.930572701396805,0.9342990149631077,1,4,46.53366049916175,0
MIT,Wei Martinez,Cybersecurity Analyst,2021-07-16,2022-10-30,f53deb295e2dfe7bb985fad1ed07af0052ecf612ffee6c8a9b75b88b3a066f1c,0.743955010795125,1629,0.941335160818544,0.9214508518891752,0.8363807842911397,1,11,0.11988214204497755,0
Microsoft,Karen Harris,Big Data Analytics,2024-06-28,2028-09-28,bd98063c7be1890eab8dba1ecef78e25429b9651a312451e4effcf9b66ff959b,0.9602437586472632,551,0.7625885163469487,0.9539787842580321,0.876637550249262,1,5,1.0871700873447596,0
Google,William Williams,Agile Methodology,2023-03-14,2025-10-18,2a8191d5e072c79761420fb00dee2bed67bb03cf425784e03e0fee5c762059c0,0.7826365570973943,1023,0.6551109263388514,0.9140010414701425,0.9067947740726297,1,8,43.80157876498487,0
Harvard University,Mohammed Thomas,Network Engineering,2023-03-11,2027-12-09,9f5b84dc3de2a4f57449cef4b0f50f85c70d97188ff6a0cf401a57b52e427d6a,0.9350209133895897,1026,0.7530885682554137,0.9175740169724818,0.8025812668167123,1,8,43.17596490894816,0
TU Munich,Sophie Wang,Mobile App Development,2023-05-23,2025-08-03,bca49facd434b6f54d3330f909589ae8ed97129d2d3adad414e68e3e7da746fc,0.9179885725335585,953,0.8439861138501399,0.8698727183805239,0.8657385578138943,1,8,2.5468189711725246,0
Yale University,Joseph Kumar,Mobile App Development,2021-11-15,2024-11-05,93cade82d5406f835ee006bc1cd2ab239c9278f391553b6e7694010ebdc23695,0.9233364278881758,1507,0.9797901837843089,0.9503479171692208,0.6801589000680154,1,3,192.9998485547309,0
Salesforce,Carlos Kim,Cybersecurity Analyst,2022-05-08,2026-10-12,8c05aa2350f99250c1e1c7de1944078d024465d570161896392e79b9650e7dae,0.8007489733294321,1333,0.7589455131135551,0.9152442181293986,0.9349120533103419,1,7,53.18685489499075,0
CompTIA,Pierre Kumar,Cloud Architecture,2020-10-30,2024-10-30,ce87cd5c1ceebf9183b5f85a5b57cbec0063e01327a8791a3db4637aab768062,0.8129386135136061,1888,0.9095827758986988,0.9332198917897461,0.9068272201173152,1,8,77.65659571575941,0
Google,Mohammed White,Cybersecurity Analyst,2025-06-02,2029-04-02,b6644c54938b68d177dde7bbaa5c9ddbd2e7f357addaaced246c6c3a3fd3b5c9,0.7586880124418112,212,0.8163183701547876,0.9965375416171849,0.9573002293737142,1,5,10.840941178233294,0
MIT,Patricia Garcia,UI/UX Design,2025-07-01,2028-04-25,31752ab9a440794ba387507ba239e975a1b8815a1c182d50d09c363458b8db0c,0.7668989094212557,183,0.942513216001424,0.9083431406158989,0.9243943239208012,1,4,41.10918433259636,0
AWS,Michael Thomas,Big Data Analytics,2025-02-21,2028-10-03,13cbbc4b950342f9827fb7a9096ac6241b5177a81d347463401ec23674242a12,0.7971769600058554,313,0.7121188891174408,0.929826838714886,0.9592753929033965,1,4,14.766106221652555,0
TU Munich,Joseph Chen,Robotics Engineering,2021-05-12,2025-12-30,ad912b3c286ae8278035019b08ce1b6aef353463e097e1369ae19359965d52c9,0.9555183624608986,1694,0.9288173811112362,0.8300794081304891,0.9322523670547284,1,7,8.97711204977118,0
TU Munich,David Thomas,Agile Methodology,2022-12-28,2025-05-30,13762ea0477f196e80cfdb7542d87d5cc839c2dbdc922903b0762015f18f41b5,0.8846592524443369,1099,0.8665548019130749,0.8907265408989108,0.7734096697447559,1,9,3.581003986840746,0
IBM,Jessica Martin,Natural Language Processing,2025-10-01,2027-09-14,8a5c48148efb4092a5e5ea01a76490177b6bab0543d41cca9bba9e1609a32b45,0.8017735521419459,91,0.9096067649142844,0.9135002384378605,0.8777390516137986,1,6,2.1935968980125002,0
IBM,Jennifer Taylor,Agile Methodology,2023-07-10,2025-08-14,d2ead7350d2ec20c6cc8c45d661b82eaca9956997ca4e7811e97f7aee91eaea9,0.7301562563535745,905,0.9534082920383703,0.8761279264561086,0.9953540236408848,1,7,22.01739240017449,0
University of Toronto,Arun Anderson,Business Analytics,2025-10-24,2027-05-31,0b93121d956606fe2328aa7f1918677581627faad40ae5559720328938dd6cc1,0.8221809538125743,68,0.9286627202508483,0.916705311876166,0.9120619787989238,1,4,19.29134910543933,0
University of Oxford,Pierre Harris,Computer Vision,2020-12-26,2022-12-29,a50ca3eb6a9318913d1902d641839f51cb71df41eff46c41dbd4d642e922e4f0,0.5933938516110172,1831,0.737232364252575,0.9757079304773429,0.9036813973286514,1,8,15.351854248247971,0
Udemy,Elizabeth Wang,UI/UX Design,2024-09-10,2029-05-07,940d811536ccdc672510ddacd85580b9f66c974f251842a3d3128e64d46c47b5,0.9589990110928155,477,0.9141841573192317,0.9723850754485768,0.7102790456887307,1,5,13.566882056459162,0
PMI,Robert Miller,Robotics Engineering,2020-10-01,2021-10-04,f47b461a6aa31ba52255105a5543cb70e5919e74c04f00e0247cfa14bf6d8d3e,0.8668469159465892,1917,0.6741575509949425,0.9216756565355341,0.8986516364830865,1,4,7.215935680285418,0
Stanford University,Patricia Thomas,Agile Methodology,2021-06-19,2026-03-18,479a10d5ae1987e0124ef8ee5a6825756c12ecaa9d36419de62b3c911751ab0f,0.9302946308710833,1656,0.9795303286929115,0.8385874344081208,0.9285953326416791,1,6,11.551946290684082,0
ETH Zurich,William Johnson,Full Stack Development,2023-07-11,2024-07-18,74615328dacb1b90ec7a4250069938796ce4e5928180d287c5321869d40ffda9,0.645407370244182,904,0.8428510705790442,0.9574316740695616,0.8274742342776576,1,7,27.28095266282181,0
Yale University,Jessica Ali,Quantum Computing Basics,2024-09-19,2027-08-08,5975321deb8e3502862067c4f185fae047db9623fc637f222ceefafbb16ce868,0.8731231230717833,468,0.8807517514755081,0.943333183853742,0.8966863129158463,1,9,26.316431763946966,0
AWS,Carlos Rodriguez,Blockchain Development,2023-10-18,2025-01-27,e8773a7c114e152f4aa43d65b152444444eb5c41362c70e6e50b3831a15bc0ef,0.7579477220673083,805,0.6912110477193824,0.9698750533628462,0.9149347504135671,1,7,35.21971565521374,0
Adobe,Mary Hassan,AI & Deep Learning,2025-12-12,2027-06-27,a0577a4ce3b9a1a140ac914cfcf8f503e8ba37fd53e60fb2188f2af9df53d84c,0.8787238536731942,19,0.9696482962053596,0.9191387339885745,0.9063532040303194,1,12,33.69414575591465,0
edX,Sarah Johnson,Software Testing,2020-09-10,2025-05-10,c4156daed6269fd0b273be8235607490221e5a5bda23ae60bf5cb1c4f5aa07a3,0.9380758645527209,1938,0.8750667889087685,0.9314857317939407,0.9918525173854955,1,7,34.18914513223529,0
NUS Singapore,Patricia Taylor,Cloud Architecture,2021-07-16,2024-09-12,fcca4e41ec90de82459e36ce59572eeef535269be338261be872505979d037f2,0.9513410133377016,1629,0.9545294547281422,0.849193612579906,0.9253238682868155,1,4,8.082780225134524,0
MIT,Arun Mueller,Business Analytics,2022-12-22,2027-05-09,6bbd32faeab8a9b3e855608995793cf332fdef7fb3fda5367614bff10d065756,0.9142357561782879,1105,0.8847963497254309,0.9748049174976162,0.8827260614193394,1,6,63.74881185726147,0
PMI,Jennifer Chen,Quantum Computing Basics,2021-11-09,2024-02-16,2f048a9995e977d67b99c53c4ca9d2a4e20ca12f3cdc5928a0a99dd32e317536,0.785947752773386,1513,0.9544407374812838,0.9289157640167273,0.7456731175161448,1,5,10.4159321161953,0
Adobe,Robert Santos,Data Engineering,2023-04-22,2025-02-07,04d7e1b80a326fdb14b562ebf5867dc46392400faf367ec87de5989939da6bae,0.6771900800787659,984,0.7896071538028464,0.8738184148681019,0.8525687174313615,1,4,43.123088639554936,0
Microsoft,Fatima Kumar,Cybersecurity Analyst,2020-01-25,2022-10-06,03a41ad772970ea4bbf8f1960294963343beef242f043ddda3f5a81607d18258,0.5195902945457763,2167,0.6705385529825995,1.0,0.9853099315658117,1,7,2.358667647001216,0
ETH Zurich,Jessica Jones,Computer Vision,2022-03-01,2024-07-07,6c28c06b87405957cf9101866308cb3cba164c0a914a025fc9be5680b6bd8a87,0.8096852799080257,1401,0.6994613984171383,0.9214957712565647,,1,6,1.201603730004135,0
NUS Singapore,Christopher Harris,Digital Marketing,2025-04-22,2026-12-09,fa365b967b8ea16e48d21b40e6ee4d74922ceccb0d1572ad807dcc9497915e01,0.8728375656718195,253,,0.9014230133059217,0.8452709388066418,1,6,2.9978476667126195,0
Stanford University,Barbara Miller,UI/UX Design,2023-11-25,2027-07-31,9de7586f2ba9ef98ceecc933b65fc2a5b60873069c0a92dd7c42eb75d9638796,0.9779982782488758,767,0.9060440391806814,0.904334751929359,0.9473133945789322,1,7,69.37822300648286,0
NUS Singapore,Carlos Mueller,DevOps Engineering,2022-11-06,2026-12-03,39a3dceb016f6e0e025072cb8bc43408b25f79daa86179711976ac5d2ec382fd,0.7251140694482743,1151,0.45405125577610994,0.8480270224802564,0.8803655373269741,1,4,14.474529554894545,0
Oracle,Joseph Kumar,Software Testing,2025-11-03,2028-11-27,afbec2355fd8638f883dd0d8b2273918132337d31c2115ed6c3d567b081172e4,0.8382768787969347,58,0.9606568167258788,0.9398140530194417,0.7634053314842247,1,6,7.60541579474883,0
University of Oxford,Priya Harris,Network Engineering,2021-11-25,2025-12-01,48f7063776c9af608df9c9bf24acbf3b9e4ea2fc917e25bddeca83d1806e31b8,0.8114615930023176,1497,0.9584123415365178,0.8728602847783545,0.9842278444898395,1,4,4.814463184558714,0
ETH Zurich,Patricia Jones,Project Management Professional,2020-02-16,2022-11-10,e88255e0abdb0f2848f5f802584bddba4248f9da92f7bf6b1abf6152e82a2b96,0.729675140872875,2145,0.7865573319019923,0.8411617853710277,0.8033810909943199,1,4,8.674503433210582,0
Microsoft,Elizabeth Martinez,Natural Language Processing,2020-09-21,2022-10-07,141d9fa8adeb24175723532a5580e318c87a68ca0a11097b63ebd42a53328c00,0.8941344475959158,1927,0.754829820829085,0.8587277671837273,0.9619483139119939,1,9,3.831049300531924,0
Microsoft,Jennifer Hassan,Mobile App Development,2022-12-19,2026-01-11,58b37db9d4f5c8a985879579dddcc199a2376abae3bef28df1fbada8c9c1e97c,0.8860553926060932,1108,0.6057473433599967,0.8934782175903178,0.7947332330478823,1,6,18.248704770617188,0
Cambridge University,James Mueller,UI/UX Design,2020-03-05,2023-04-03,e681cee42021e5fb8818faa0d099bb48c122672e16b1a591114a4e9f0f56be6c,0.9343105451120135,2127,0.7807487301759185,0.8873204446239575,0.9878296203701115,1,5,28.13883932338744,0
Yale University,Elizabeth Miller,Project Management Professional,2025-02-04,2029-09-16,006bb97d4c27f4ed97a4244a7df62d2f8c7d4403cf44f50889de69aaa6174b0f,0.9756331902480778,330,0.7609748765133915,0.8282191218135597,0.8660195031379415,1,8,114.60758697812425,0
Microsoft,Patricia Kim,Software Testing,2024-04-17,2028-07-27,758a0525451e344a9b6388d79d6855fddd3d211b3cbe4d3ad1b633229048f823,0.9595400671005028,623,0.9928090418089883,0.9315639339094737,0.9388982824556369,1,7,11.731397719653165,0
Johns Hopkins University,Carlos Kim,Computer Vision,2026-01-19,2029-05-06,f2a21bb7e81e54a073f27811651fb8068c608b1694f092e7fe178e53e8614dc0,0.0434,-19,0.5311,0.5642,0.266,1,1,17.35,1
edX,Patricia Chen,IoT Development,2023-07-11,2026-09-17,90ebed5c21a58f8dd3ca470d66bffaedd2831e20fe928d21ae09d28b4e03833c,0.8542430614196798,904,0.9234951151979546,0.8201096095045902,0.9630216972068655,1,2,33.498202218046224,0
University of Oxford,Elizabeth Tanaka,Cloud Architecture,2024-06-17,2026-08-25,fc89dcc6a2b3da6da127a69916ddd2aab0e036264ea9337c71a41d03e79d2cef,0.8679182367992873,562,0.7317510589732733,1.0,0.49677976555518144,1,4,60.80688124851016,0
Udemy,Joseph Smith,Project Management Professional,2025-11-28,2030-01-23,c966345bc33c1c20acb8203009409a82d4faba256dd50c328b9dd17c522b99ff,0.8600836341668301,33,0.9283231019825808,0.9893049497400325,0.8036850496689569,1,7,1.4203800640241768,0
PMI,Linda Kumar,Blockchain Development,2024-05-03,2028-06-02,a06a690c7a123a255468e8215e76a769e4a6a0255e45fe7ec563716acd46f6f1,0.6716826591609756,607,0.9418556507118206,0.892069041801884,0.738596964803609,1,6,12.686413791825007,0
NUS Singapore,Thomas Martinez,Software Testing,2020-12-02,2025-01-18,ef8102777109963e37d4512269349895e999284304bf32c646fa7606f1148b7b,0.8217912944163517,1855,0.681775549660195,0.9692264871426223,0.7381274238694457,1,6,6.8217760034176536,0
Cisco,Karen Rossi,Data Engineering,2021-08-03,2025-01-06,3c47e68dc7b8fd17a70486948a654721ca9f2042c9691dd5a6db7c1cad82a8ca,0.8377485936822852,1611,0.9424036530876259,,0.9303297091423423,1,3,25.23776804891956,0
University of Toronto,Richard Mueller,Project Management Professional,2021-02-17,2023-08-18,022ec1a102f43c96d989424c68996faf0397b2bb27c30c471f80d16e7341df4d,0.7733126721825577,1778,0.9570002598728293,0.9532194781636812,0.9942743259503037,1,5,11.84045936330644,0
Cisco,Arun Harris,Natural Language Processing,2020-05-21,2021-09-07,4b30dd53713b61f7456c9b0b18cbebcad561e1c7d20f6df932462d98c5050c09,0.8314132044042336,2050,0.7145520740515099,1.0,0.9744599387548235,1,7,25.890121144407267,0
IBM,Priya Jackson,Mobile App Development,2023-07-11,2026-11-13,0b4c7757380c5e961a03f5c8130d9dad5c8ac4463e8f50cf343c391a9bd41080,0.2064,904,0.1949,0.7731,0.0829,1,0,417.11,1
Stanford University,Mohammed Jones,Software Testing,2025-05-04,2030-01-18,7d18960b2170522f35fc56b4450ac3cc7e86553cf2466c654acb9e46b22098a1,0.9044513173531212,241,0.8157592372824348,0.9124470330348468,0.8742223835941937,1,8,17.584718054832827,0
Harvard University,Karen Patel,Agile Methodology,2025-05-23,2029-02-21,8f6cd19642319076186a44c69ea163f8ffe060a139546438e8f8c067fd88a9df,0.7565593992591857,222,0.9259598394904083,0.8804524089842962,0.7917752598348187,1,8,29.519078255930715,0
CompTIA,Carlos Harris,AI & Deep Learning,2021-04-23,2023-03-17,b18f77af240ecce41b774d5b819bd44786d4dd983ef1250b0ed392dd2d2c6c9e,0.8240059798536015,1713,0.8146015356537966,,0.822278189620718,1,7,36.649449760745476,0
Microsoft,Michael Thomas,Database Administration,2025-10-13,2028-12-18,1c8af92971b31ce048e40c7df7514ea3046f75eb63c5242217f0d066f5079fae,0.7498082607719119,79,0.8024589354876202,0.8749161328153627,0.7661897501906959,1,5,0.911744252227345,0
Google,Carlos Santos,Blockchain Development,2023-11-17,2026-07-29,95cd4ab05a9304ab0c82da56b879a40fae66b4cc4fce4e4f5886d60c441cd55c,0.9300738242202973,775,0.45757040138171756,0.9517737345154476,0.9767809058531978,1,6,63.38737704325264,0
University of Oxford,Pierre Santos,Quantum Computing Basics,2021-11-21,2025-05-19,3501942a6c34a06d12e352d3e7f00de79f8cfa88fdfb589c7dba5e09ce12049a,0.7602065363697138,1501,0.8201421329078683,0.924368834420714,0.734930173652784,1,14,23.83763446617251,0
Cisco,Michael Wang,Data Science Professional,2022-04-21,2024-08-25,ca7052f4b6a74a2b7a0c6c33cf7bd2774f319f3db54c7150a91d7d872ccfba59,0.5827745853563854,1350,0.9336430019378087,0.890846820909783,0.4802117518444322,1,5,13.190955695067247,0
Coursera,Linda Anderson,DevOps Engineering,2020-08-05,2024-03-16,64061af69a3faa1a30248ff169fc7b00adec2be7fc98cc827ea66e4912264cdc,0.8173247969948617,1974,0.8235553205453156,0.9483926519918217,0.87711600263784,1,5,3.0339308152568147,0
CompTIA,Michael Johnson,Project Management Professional,2025-01-02,2029-10-12,0b4a7decb0f3afae83cf51276148e3ddad634a0e7d0509b16478e1592e4e032e,0.44936513439317705,363,0.7516179327513854,0.8960511331012854,0.4800444084345848,1,7,45.11263885068554,0
Google,Thomas Harris,Database Administration,2023-12-20,2026-02-20,4d0468347e03bff2c5104af85cd3f710ff53167f0397174936a66a2db35b0440,0.9643961463788543,742,0.985419238309375,0.9197483774762373,,1,7,69.98183367171922,0
Harvard University,William Brown,Cybersecurity Analyst,2021-01-23,2022-08-04,793e1aae6175ea345375d6759ccd1de5cead31a22abac25cd2055bd478ade1d4,0.7064995094441441,1803,0.8979921755356406,0.9669784802662054,0.9707889513102997,1,5,14.109461330804226,0
NUS Singapore,Wei Wang,Database Administration,2021-11-04,2024-02-22,c780505e5926f13a9c60599c9f43c18c018577594c15bf36d2bf65d12b5ac344,0.9472646747562598,1518,0.5220935196875386,0.9016745196119357,0.8738040185237875,1,5,47.74335333151409,0
CompTIA,Susan Mueller,Blockchain Development,2023-07-28,2027-09-08,f088220ddaa6f5a7a3aad4063f3359427b8042f37c576ea92b6b9f185ed5ec53,0.8696502237636303,887,0.680501789104116,0.999224718757853,0.9340594746982415,1,6,70.4354274319809,0
PMI,Sophie Wang,Full Stack Development,2022-06-21,2025-04-15,1e42511aa32a36bc69b956ecbe13fdeed2358cbf91a5488b6212593c757eadf3,0.7662881477314922,1289,0.8354957868958092,0.8636996086930914,0.7311843168331025,1,5,14.674906810960724,0
QuickCert Ltd,Elizabeth Chen,UI/UX Design,2022-07-27,2023-01-13,49f82adbb995868d1e03afcd8b00b136018848e25d6e378a8d32ae7cfc025b49,0.2374,1253,0.4198,0.8259,0.0161,1,1,71.68,1
Yale University,Sarah Brown,Natural Language Processing,2023-09-24,2027-07-10,bea0834263863e7c84df56a28dae009d5db6d888eb5b8bf731ff2bb78e66d5f0,0.7861204953571879,829,0.6455926267592509,0.9458864780091495,0.8539830616783696,1,6,2.2155480594310357,0
TU Munich,Michael Miller,Quantum Computing Basics,2020-11-13,2021-11-28,26ce38fd476c484b636c57876da22a3ec224904917814a6f3855e651f7fd6614,0.7496744194879246,1874,0.8562531548548379,0.9262112379916358,0.7329312393706441,1,4,25.944961825320696,0
Salesforce,James Jackson,Software Testing,2020-12-24,2023-04-07,56d0c82dea26a430d17dc11a51db90e1379a24661dbe97648c5711b80ee7669f,0.7765192843076413,1833,0.9751909023630487,0.9949327211347427,0.7638593373129626,1,8,54.2313137941991,0
Udemy,Yuki Martin,DevOps Engineering,2023-01-18,2025-04-17,f4f5fac9008a4ba6d0d0e5e64a18faedcea5d91e67109d46e29d1f764f6258e7,0.6972797530789251,1078,0.8993157327932787,0.8729165356504391,0.7556608548546875,1,12,36.715725554352936,0
PMI,Patricia Jackson,Project Management Professional,2024-05-17,2028-07-03,6e2efc6224685a6ad0699d4c5e3402c590058ff9825bc895d3537ad958747d5b,0.9622302357344276,593,0.8381441989182761,0.9800661001737213,0.8218299604528229,1,6,9.174216519787162,0
Coursera,Sophie Tanaka,Big Data Analytics,2024-04-25,2027-07-06,4131bea13915753e6dfd0ffa90b2d400d0e7ae3d08082ac38a72c6b3d496f9d0,0.9580085452336529,615,0.8532186167466325,0.9043438467798934,0.9353246940266168,1,7,55.76762909469686,0
Stanford University,Robert Rodriguez,Project Management Professional,2020-04-20,2023-03-28,3607a3bdcb9ccd8102426dc75cbc41d29456e9884c8109761e8f5a93f47c0629,0.6540797843925773,2081,0.8764001030233758,0.8684971819876935,0.8679701244302791,0,6,15.842295066726816,0
IIT Delhi,Sarah Patel,Business Analytics,2022-09-10,2025-02-03,6e555deb93d2413ecc17b8e0b811d90c5561a0d3f84a8125dd60f2cd6076422a,0.7023873818009843,1208,0.9834828417655685,0.9939992820479402,0.9515529468643461,1,7,2.186110704314736,0
TU Munich,Joseph Chen,IoT Development,2023-08-23,2028-05-23,a18f56fd58a5e3ef84dc122f69b45c9816ca0b65633c2273002ee54bad16af25,0.6507807582507051,861,0.9130181693002358,0.9320123832564756,0.8712893016765368,0,13,22.924732947593082,0
TU Munich,Robert White,UI/UX Design,2022-03-27,2026-01-11,4e6edd036b11e8eb24db4c229739ebb3fe690c855e77dc417e287e7024f1226f,0.787433747026699,1375,0.920188183663055,0.8658682557664192,0.910784130073704,1,5,11.157432038745123,0
Google,Mohammed Williams,Full Stack Development,2021-11-11,2024-11-12,5d394d364a8f735455752b36fe3908d99700951dedf31bb2a43b4a933a94dac2,0.8175512783129987,1511,0.626177891487771,0.9036247899065512,0.930854996141374,1,8,8.754775783347123,0
Harvard University,Priya Thomas,Agile Methodology,2023-03-11,2024-04-29,75b277cc14a83ac4ad4e9e89c8de2e20dbf916b432dce85b6b756e6eb940fac6,0.7597987796548982,1026,0.8998355904372769,0.9177700396203192,0.8846980153613333,1,7,17.750189087167467,0
Adobe,Pierre Martin,Quantum Computing Basics,2023-12-01,2026-10-27,cc01458e65880f87ef2d9ac01eb19d8c8c34fe301db0dfb9e4991a97e74fa9d4,0.9403994147105722,761,0.9442209891124326,0.8079934655737462,0.9178434979673861,1,6,7.424509569052454,0
Microsoft,Jennifer Garcia,Database Administration,2025-01-08,2027-05-24,99f1d132213148ca0ef719f1a923237d8d65987ab6a771d7cc47d7f13861564b,0.9553895875432425,357,0.9241694927346695,0.9475645050082009,0.7810134638551698,1,10,45.725564435717544,0
Columbia University,Richard Smith,Blockchain Development,2023-04-03,2027-02-20,794f6fe9c6619e5840ad98785529874f916be41fff0c2a860c66afc81fbfd430,0.8400707961177639,1003,0.941059881633504,0.857900732002592,0.8408454925371727,1,7,97.69023232163971,0
CompTIA,Sarah Dubois,Cloud Architecture,2024-07-23,2029-06-09,e2b4692b9598708a7a90a96fd37c31f802e7a6f665506d8b71c1a5250142318e,0.8697825336131576,526,0.844232815762575,0.9184910053507919,0.8232973102394988,1,10,14.902201735522773,0
Cisco,Wei Martin,DevOps Engineering,2024-05-31,2028-06-14,ca36075c0c47c0b76905305c48bf5cef4fdb8929cc3b338719887b3bc5e3eb46,0.9306431606562345,579,0.7138941821754379,0.9638816496116009,0.854793399934949,1,8,17.78938161539301,0
DiplomaMill Online,Thomas Wang,Data Science Professional,2026-05-05,2030-12-30,fc28f977db7ad56db45a112b7baa7d8d2a5c4ae1eb2ad783b5b9c5df2aa9b295,0.2914,-125,0.134,0.6762,0.0675,0,1,13.66,1
Salesforce,Linda Thompson,Business Analytics,2024-08-05,2025-09-10,5835aee22f953cfdfb0abcc1a59bb19ed4e241698de19e72ba1a90c748be548a,0.8157039078382596,513,0.9932100534301825,0.9183212761536989,0.9649219108660411,1,12,26.179806316713517,0
Salesforce,Robert Kumar,Cybersecurity Analyst,2026-02-24,2027-10-04,182f5633c9c9bb7fd192cc4942cef6cb2342057af97ffcffe653a61eeff30b5f,0.3505,-55,0.4242,0.6767,0.0388,0,3,91.52,1
edX,Carlos Martinez,DevOps Engineering,2023-02-28,2026-09-02,c77b9deb315202712ca49a910949326a7e5899edcc790614543f27989d5de64a,0.5699081936044605,1037,0.9566709887228144,0.9138884914138592,0.8081446563610653,1,7,73.7851950700667,0
CertForge Academy,Susan Ali,Cloud Architecture,2025-09-16,2028-10-03,396d71cc7a131773e9b88f3c9ed1c97035164ef6365efc6e601e3af75c1a7d51,0.0407,106,0.1906,0.7445,0.0643,0,0,277.53,1
Harvard University,Karen Williams,Agile Methodology,2024-09-11,2025-12-12,0ebf66a8dff00663301c6ddf2d75813f323c55114063db4c5b0544549faf6cef,0.605477872539072,476,0.9700278240906224,0.9223686498739104,0.920327955791825,1,12,48.576806788788545,0
Microsoft,Richard Brown,UI/UX Design,2022-08-09,2025-11-18,de2036d7909f3c3cb2c7ef457e9e0c772b950d95a89e51071b80fbe7585a6cff,0.8059809592708161,1240,,0.905304042260667,0.8424644424441801,1,4,47.03894479733995,0
Udemy,Michael Wang,Quantum Computing Basics,2023-11-10,2025-11-24,aff3c1cd7e3585fabd6be0534052a510229c6d39d1ef2c7e4f80ca27cec2cbb9,0.8044549185585371,782,0.8936368080995937,0.9615396961551655,0.968387553352043,1,5,101.28732165032585,0
CompTIA,Patricia Tanaka,Digital Marketing,2023-06-20,2027-04-14,d4507aeee6b366de777b2ab12423fc3fee123d627d070e5ead37151bb610d362,0.7515406486445588,925,0.5469184174874862,0.9810116644004079,0.8480100764006518,1,7,7.876143442580604,0
Columbia University,Karen Jackson,AI & Deep Learning,2020-01-09,2022-08-28,798ffe30d47c5b5ae27d488633f82238664d3e85eacd7c3d43ebddb9bf5eccc5,0.8762846731060333,2183,0.5942084498753047,0.9141182300910536,0.9627675626955378,1,3,33.84828505156325,0
Adobe,Karen Patel,Agile Methodology,2025-12-29,2028-05-14,c51400819ffcf72d649cde51aadf34ebeac2d5d164fdd9f05889553e3d388004,0.9052371957839042,2,0.9393918964751609,0.9783672551303786,0.8095241539986945,1,8,75.26799011118261,0
CompTIA,Wei Santos,Big Data Analytics,2024-09-04,2027-08-25,a21e174a8526db199bc2c47e9c0b930fc4fad0d1d5c5dd2da893b674c55f01be,0.7008678594549734,483,0.7444681516547187,0.9679063040519204,0.9669647136284931,1,4,39.84163634707207,0
IIT Delhi,Mary Hassan,Cloud Architecture,2020-03-03,2022-04-28,dc9545977e9809147f45dc8bda2cea4b1bf311b8539ba3351eb0929c583dac3b,0.9887722846821274,2129,0.5708734970499142,0.8851016737205155,0.7514662414540206,1,7,10.24622357357343,0
MIT,Mary Johnson,AI & Deep Learning,2023-10-31,2025-08-12,b337af01977638e9fb47616a06e3a3816f1ef94e1b82bb82c367b5fee4f42eb2,0.8922000012829889,792,0.898646408584443,0.8437192534977378,0.975937936064304,1,5,2.2842943198688808,0
CompTIA,Joseph Miller,Computer Vision,2024-01-15,2027-12-11,0121b332d5fb184df14125621e909eb5c5ee108130e170a2a8b038176c99e01a,0.7945433305812878,716,0.7539930643366679,0.8450772283735285,0.9344942403571189,1,2,7.193750484398063,0
Stanford University,Jessica Johnson,Data Engineering,2023-04-17,2026-01-19,e469895bb20643cfb90590fd5c2b8e242fffb3bea0c654de777afb11dacdbc67,0.8867490989617316,989,0.7798701257724838,0.8787904018155613,0.9514429855294465,1,8,113.14876987882924,0
edX,Jennifer Miller,Quantum Computing Basics,2020-07-18,2021-08-18,b13b4a21dbae8682f87b80614d006cd494781d4064808ddcaca42f224106e0d1,0.7215216218598747,1992,0.7873002004873737,0.8787710628716309,0.8693342364278771,1,4,11.54683923165129,0
TU Munich,Wei Kim,Cloud Architecture,2020-06-19,2023-10-10,29d2846c7ca289b5e7bd48fdde4c23fa2fd5d08c464d676c1d8683f206320e80,0.7611514000829246,2021,0.9024933430310357,0.9336137611378642,0.4676454358987978,1,6,36.28615191471355,0
Google,Linda Tanaka,UI/UX Design,2021-01-18,2022-11-18,f97517aee6bd7fda329050e5152a9fdbe92ce8ef13f12fb2deff28e0fd98a724,0.9235260705269375,1808,0.866765119722068,0.9618328955801847,0.6872405599583344,1,3,47.581153760197,0
IIT Delhi,Susan Dubois,Database Administration,2022-03-12,2025-07-21,92b4448b9f5e2eccd07079695c995749123fba6f8edb7a11377889f5e15edf67,0.8346752501091694,1390,0.7738768378073126,0.8332181801793846,0.8594913124636436,1,6,2.179527935240773,0
University of Toronto,Robert Taylor,Software Testing,2025-06-27,2029-12-17,457196ca7dbbe2c2f126a0bf499af6baee8f7259723b6ab6eb94fd333f427887,0.8237493186225342,187,0.9259704955933513,0.9143757636621287,0.854075108169157,0,2,3.7077135589206893,0
CompTIA,Ana Kim,Big Data Analytics,2020-07-02,2024-01-22,7de973d2bc7171603f7b07f4a2314fe6875ab05cb049558402208c514d32cde2,0.9834224861615489,2008,0.9665522966407776,0.9264356369028779,0.9177022867966345,1,7,39.73961223611192,0
Salesforce,Richard Ali,Business Analytics,2023-11-15,2027-11-02,4219d35bc9140423f185fbcc5f89310534d91442b1ba22ed4fc7c5c3cfb9ef56,0.9230816261658378,777,0.9219444293716802,0.8992724205551847,0.8806073637689574,1,7,11.76303780039435,0
Johns Hopkins University,Patricia Thompson,DevOps Engineering,2025-08-17,2028-04-19,a234b5ac8d678e4dbfd490c7ecccc5495e839e4730b47994351b53abeebbe93c,0.9464224199307296,136,0.6974192052466299,0.9726270632250922,0.956622393774436,1,9,59.776218776570495,0
Salesforce,Elizabeth Chen,UI/UX Design,2025-03-21,2029-09-25,d5ce8ef0fad4ca20ace215666aaca8f304ee24764cda7c64b5143c81165fa9b2,0.829440863121497,285,0.9323522270407141,0.939027805969935,0.7425805624189132,1,4,26.097745096303107,0
Coursera,Joseph Davis,Network Engineering,2023-07-30,2027-10-17,90de5a09d103f68e521c13cb7709614fb31ce34748f0a0b985e2bf731e2723b2,0.9368006090045047,885,0.9370943617654325,0.884514147317677,0.7476639357806358,1,6,37.019649229709636,0
University of Oxford,Priya Kumar,Business Analytics,2025-02-27,2029-07-03,d1d1c7fb666091eb542ed81bcdceac9e583f7da8df8659741b52c6350880a43c,0.9809051217585246,307,0.908664568452138,0.9992373349693018,0.5996238213605274,1,4,18.394288481227413,0
Yale University,Richard Jones,Mobile App Development,2020-04-05,2023-03-08,30d507f8e45f2f54f34fbe0d56314b96f093acfc77bf1a66c4fab7caf8c0c46b,0.6881025740199682,2096,0.871249723845915,0.9132133472612392,0.5793950897903206,1,9,17.481727901579315,0
CompTIA,Priya Santos,Machine Learning Fundamentals,2021-08-26,2024-05-04,0978f3acf7b9897431b9df2eb2a3899a973c887d6f19b105fb2729a79d3e137a,0.7686540964132987,1588,0.6013870803499074,0.8288657038857803,0.7099949909545689,1,6,1.0779283401791766,0
Salesforce,Michael White,Network Engineering,2024-07-27,2026-03-22,1398b8018c06b19992cd78dd1d6292bac4db5cfbff594dad5af316dd18b037ff,0.873369384216673,522,0.9592634878803349,0.9574651151647993,0.8900260021424455,1,5,1.403467417650718,0
Stanford University,Karen Martinez,Cybersecurity Analyst,2022-09-01,2027-06-13,1f8f1a889bfed2e75511c8d9094249b959b628e90d88ab3aab5413b613ab7cc3,0.8694826870844156,1217,0.6892514175983049,0.9406616115362249,0.8806217401228458,1,4,24.407006457045867,0
Cambridge University,Arun Santos,Blockchain Development,2020-08-07,2022-11-10,bf3cacc242cb7a75ac9b1eeea7f2f485c0e746517fa62dbda129de6cb269512a,0.7670694283686991,1972,0.8826243888023381,0.8907629113571907,0.8574067442430747,1,7,4.984982854921698,0
ETH Zurich,Linda Martinez,Computer Vision,2025-02-12,2028-07-02,d2e6404eab5d1c4c41915ccbeff01c5d5dc86df88e314bd3e3bfd8db793eb248,0.9765514696606286,322,0.6143629834322623,0.8939594552786588,0.8416932516172567,1,6,125.59457341464362,0
AWS,John Mueller,Business Analytics,2020-03-30,2023-07-23,595e5f735853e85bf6f7ac091ee60712d112ca8ec87002b6c798d091ad3c9aae,0.8612931239816289,2102,0.5467537373515206,0.907099546929479,0.9653266973643202,1,6,71.82627251765315,0
Google,Arun Kumar,Full Stack Development,2020-09-30,2022-03-31,153d46c7ddc1ea9b9072045e73d54dae50bf99f7f2f739f57e8836bd5577c29f,0.7788242273139395,1918,0.861340178832786,0.9407332174602172,0.9217433634719449,1,6,3.4793449668730414,0
Harvard University,Yuki Ali,Mobile App Development,2020-08-29,2024-01-24,0d1753f6ff2e24c54279cfaf35c12b6f2a4f3e49ae45f34d3c2b0fd4151128bb,0.7616115193660965,1950,0.8314685266023564,0.9029158169761127,0.8374937533284463,0,3,26.786359763541753,0
PMI,Christopher Santos,IoT Development,2023-10-22,2028-03-09,d0de23fcda2cae2cca5091a0778acf4e822914aefd092f7d3dacd18fa6c5c94a,0.8859406142883908,801,0.883650415826743,,0.9347480463103053,1,6,49.523580704868536,0
DiplomaMill Online,Arun Tanaka,UI/UX Design,2024-11-12,2026-09-14,6eca8cb116542e80ae68523a6287b78c122f4b2b806ab034edbdc7559315f032,0.0244,414,0.3847,0.4652,0.0157,0,1,94.49,1
IBM,Fatima Rodriguez,Full Stack Development,2022-04-28,2025-12-23,94f8eefdb5ec0fd8a520fa524650974cb1c912e8728132dfdb4bf0b6a56d35ac,0.7331266811718304,1343,0.9690132249619126,1.0,0.9635648851272344,1,4,14.817245348669019,0
Stanford University,William Hassan,DevOps Engineering,2022-03-07,2023-04-05,481c4e1fe71d0a75b60cf382ba5d6462b035ce3824f30f6c905fd1946b549f18,0.8066396412614046,1395,0.6834395769426999,0.891716103951232,0.8731557331324946,1,6,28.954133703564572,0
University of Oxford,Linda Dubois,Quantum Computing Basics,2024-11-16,2027-01-18,a30a05d3de76140c3c175abc24819e32b11eb40963410ae366017aaea7fa0a80,0.7824584387398729,410,0.8722326729957198,1.0,0.9377677247043411,1,8,13.489753351498358,0
CompTIA,Michael Ali,Business Analytics,2024-09-03,2028-09-19,8a3b7466768f40c2375e6f7bfc0012498e02dca23073d29361e031f0c4727ce6,0.9435855824443926,484,0.9641185829467169,0.9097914489306519,0.9864078342037822,1,9,10.787097911167995,0
University of Toronto,Pierre Thomas,Full Stack Development,2021-12-11,2025-09-18,eb052e5a206c191f6437f1c3adee2d5e3b3f05c61d389edbe547b3526dfc6136,0.7881582276434759,1481,0.8476497859671537,0.9062237344315841,0.7833303418087773,1,6,16.199718056218927,0
Stanford University,Sophie Hassan,Robotics Engineering,2023-07-17,2025-12-17,ad29f50c52b2f154da34fe46d0447c35a22b18378c9a98cf0158fb80ac6ddfb3,0.6862279534384069,898,0.9333636433550115,0.9824090223491846,0.7988549297974582,1,4,121.10051982566029,0
Yale University,William Jackson,Mobile App Development,2021-01-29,2023-09-30,ef576ddbc913188aeafec4a4ed94fcb14b85aa63a3a41e3232f96c31316785fb,0.8380258892710876,1797,0.6464573866877368,0.9113923785512078,0.8437115395261309,1,2,34.69818247781168,0
PMI,Elizabeth Rossi,Cybersecurity Analyst,2024-06-27,2027-08-17,f28edce8c1ba744b48026c33cb79e9fa8bf789b779d9cadd9ada9c04c5839df5,0.7066431979581158,552,0.8535603595232697,0.9324025215393267,0.7753296117232971,1,9,44.27866532392335,0
Columbia University,Wei Dubois,Mobile App Development,2024-08-02,2025-12-08,c5685f79fd8c2f3fe8356196f7555f434e8cd1ec64c8c7e29a6b72d10d2fb431,0.8626034789427307,516,0.9766116524481729,0.9134032825161028,0.8414279728777929,1,6,81.44219721132723,0
Salesforce,James Ali,Data Engineering,2020-02-17,2021-04-13,ae97ac3fdd2bb6b9f82ba936dc8ed9d2e2214bca83159dcbea5c70aa0b727efb,0.9881638204122627,2144,0.9353536976831206,0.8412241943989788,0.9131156532500186,0,4,20.950375384093228,0
Yale University,Sarah Thompson,Natural Language Processing,2022-07-14,2024-06-16,31a790aec0432d2ef515a30acc5a89c04d5c55c3b81b396f5f01a06ecb0b171d,0.8491756151305012,1266,0.7983789531709362,0.9012036257127569,0.951465294111704,1,3,108.23033758815484,0
Adobe,Barbara Thomas,Robotics Engineering,2021-05-22,2024-01-21,b991e2d001c56a6419a41e6f67f1e2e5e92bb18d79f9f3c8c381e9aa1987f31b,0.9296470242293231,1684,0.7736003905683625,0.9762411694588978,0.9050911103138893,1,9,1.1391584449658032,0
InstaDegree Corp,Karen Jackson,Cloud Architecture,2021-11-25,2026-01-29,36e7ff41cab152a16a79a5520adb191ede3bb4cf6c389ea3a5bdd1bce2cc61e7,0.2439,1497,0.3271,0.7655,0.1551,0,0,170.22,1
Microsoft,Carlos Martin,Mobile App Development,2021-10-02,2023-11-29,aa3cb4cf718f2c022a9deef0fa3df30f185c9adc5951f7da39589cee779abe1b,0.8654786775391113,1551,0.973974783571578,1.0,0.981384018683978,1,7,56.662287113671965,0
Stanford University,Carlos Davis,Big Data Analytics,2024-08-18,2028-11-04,efcbfed7c3f1b7ffb528fc6eb335cec94000443d7aec0bbaafe6237b21bb1693,0.3108,500,0.4401,,0.2581,0,0,1020.79,1
NUS Singapore,Michael Johnson,Quantum Computing Basics,2023-06-08,2026-06-18,57c37bfb702a6526a9be35f90d2361be265822f94947e60da88dd242bcca4f76,0.9086753898142137,937,0.790016183157542,0.8903819584134083,0.9093878837711714,1,6,0.4235934120440585,0
Udemy,Barbara Kumar,Agile Methodology,2023-01-13,2026-11-23,7b7a2175cdd1e4b7d676c2cc7ef467d5e87135ba229930d96afb44332ad2a89f,0.7529214449128167,1083,0.9038504416956983,0.7860795944898256,0.8951473497642928,0,4,20.684349466938222,0
CompTIA,Jennifer Martin,Big Data Analytics,2024-08-29,2028-10-20,87bbdf0c7ace1dc9b03334ef0f391c0bd16507e80a8efe069cdbaa03b4de5ac8,0.8062178408594646,489,0.7942511103737958,0.8977810115946241,0.9144904987673221,1,2,4.281709261088362,0
Oracle,Richard Harris,AI & Deep Learning,2025-04-30,2029-05-08,a4c61d2637be39e058b279110cac1e377839ce282167de002fbd4d689ec96d9f,0.7584244269196238,245,0.8200606089209196,0.8995931394794208,,1,7,28.094919287697305,0
University of Toronto,Jennifer Rodriguez,Network Engineering,2020-08-05,2024-10-09,12751d06d1e68067133588597be10fc121241ad7cf10edb0a9d4d352b8b3d7ad,0.8790758898078275,1974,0.9262744771465675,0.9848942788391625,0.9350063407052106,1,6,92.95345939737517,0
Harvard University,Richard Davis,AI & Deep Learning,2022-03-04,2024-05-29,3fd562d0f196ac36d57e5e3a8b4d2ec516028f8d4314eaf64c0b99f5641623ad,0.7888876498512725,1398,0.9112101640086082,0.9365999067831223,0.9080054935442234,1,10,76.50492714843968,0
Udemy,Mohammed Tanaka,Blockchain Development,2023-11-24,2026-12-05,d718e4eaaa7a573bc4fce6c35429ded0f5d3317a24156acb21e7b5d5a7395796,0.6784154622843109,768,0.7484149475328897,0.8844764080612428,0.8694085619393676,1,3,27.933594903104098,0
Cisco,Susan Jones,Cloud Architecture,2021-12-19,2023-07-25,9381178dcdb2d291aa8b0c2da19e2c866212beeda8347b87d6a1fc5fab5dac3a,0.9467162815994267,1473,0.931019389662491,0.8907099019405078,0.9425513859447099,1,6,10.205350668760168,0
FakeUniversity123,Michael Dubois,Mobile App Development,2020-07-17,2022-01-14,f2280b827603f335762a760058c84440f9ba879e300d1828c626991d9379e765,0.1199,1993,0.0538,0.8613,0.4313,1,0,17.5,1
FakeUniversity123,Ana Williams,Software Testing,2025-06-10,2028-05-15,a7e6b259a321aaf0baafbbc917077fc1ff92098b9f6bebcb27effe2243dd4a5a,0.2131,204,0.3027,0.4982,0.1213,0,1,35.27,1
PMI,Fatima Hassan,Mobile App Development,2022-08-04,2026-01-24,0dfc56ba0bc9c32816c52d607e7bc49259553f6643b4243c1f166bcf94298bcd,0.8467549312380196,1245,0.9514761776868894,1.0,0.8118266682100671,1,7,22.801774286836256,0
Microsoft,David Thomas,Cloud Architecture,2022-12-06,2024-04-15,89809f6527fcc3285abce48f71c7032ed13e8a4bb039c0278f6ad35c478a4709,0.9429117987181777,1121,0.7324599345594247,0.9826800781700114,0.7895431160354532,1,2,0.2848829652110131,0
Udemy,Robert Williams,DevOps Engineering,2021-07-12,2024-04-07,e7802026848003f86ab7394fc479ddf9e3733684170af227d73d6be78279d786,0.9120546030599063,1633,0.9708964696446586,0.8540098651632057,0.6481218856458447,1,4,11.874966943684901,0
Stanford University,Jessica Thompson,Big Data Analytics,2021-04-07,2025-02-27,5fe03033014020eff16f7d29dac73e8ee6e5c1c7a6572bd1a724c4fee83793cc,0.707946468733732,1729,0.694195461259581,0.8174074942399541,0.8548563290190343,1,4,20.25285778718344,0
Adobe,Robert Dubois,Cybersecurity Analyst,2025-11-23,2029-03-12,1b669aba92a5594af467a90ff3ac902deba93234c6b70de454f0f143feb0300f,0.8529900496115116,38,0.7340532565100265,0.8891475499715467,0.9201012215626676,1,10,52.581351593651505,0
University of Oxford,John Thompson,Blockchain Development,2025-10-15,2030-10-06,da948e66e34ab11f37cfdbefcfbbc5ba146d22e0e43f2580dbcd85f563ea37fa,0.5940519143992308,77,0.9034905479223168,0.8872012907339604,0.4992248688319904,1,7,21.445033276609806,0
IBM,Patricia Miller,Agile Methodology,2020-05-25,2023-07-14,8c026416af2c7c522355754c71be7d2134164d3d62d3eee8f081b77e2c1137a3,0.9296751962400941,2046,0.9481161715732828,1.0,0.7814249817648788,1,9,7.7351316232058736,0
Columbia University,James Ali,Cloud Architecture,2023-02-23,2025-12-08,80e2f40a23adf06ed32b1b27fe284a7d82b390a781a0e86b70766beefa03a3d0,0.7915060992346984,1042,0.8980175552344501,0.9357961966817417,0.9173456452276365,1,4,43.344836369674084,0
CompTIA,Thomas Williams,IoT Development,2020-09-15,2025-01-01,9dc0c20a2f9577009195197df214b5833bfe540216c53f189fa5803323bb81ff,0.6596033831809665,1933,0.9322378446605307,0.9224075004512545,0.9603545765357138,1,6,23.97873900608605,0
Cisco,Patricia Wang,Business Analytics,2023-10-20,2028-03-02,c6d938f052d62bec787639a653a9381b9cc94ca56bb3ad6b97353c400c6773ff,0.8531599623272624,803,0.8102346160945211,0.9387207053129057,0.9171015322109973,1,7,15.655534262037392,0
Columbia University,Ana Kumar,Digital Marketing,2024-04-13,2026-11-25,5f834a69f03599128c292cb4e3df8ab9bf73effa965afec472ed5014eb48bf4c,0.5852664821834229,627,0.8111972485442989,0.7769807406394497,0.8439190928604691,1,7,18.657078461183897,0
MIT,Susan Chen,Computer Vision,2021-02-06,2023-03-23,360a1544cc96f5c3f18155e3141202bfb0ca9a458119b44207e2ae2e0ba32f82,0.733804976803671,1789,0.9420784453419823,0.9041752719343321,0.8794338986030402,1,7,5.321893157217353,0
University of Toronto,John Wang,Natural Language Processing,2020-02-13,2023-08-16,f3d6c3d1048856f787598fc52945e7c3f36785c4dc1a9e4d59bdc971c94cd838,0.7644982095731433,2148,0.8576173069555655,0.9746183522208547,0.8859580745974812,1,1,20.34433944512169,0
IBM,Elizabeth Dubois,Network Engineering,2025-04-19,2028-05-07,a6a3de9d7ca9d27654dc3b4f09e0cefa2d2399492970d6b944ead68983374002,0.7754373462913858,256,0.7098826264282869,1.0,0.9413972763212471,1,4,90.2614389218266,0
Cambridge University,Christopher Rossi,Quantum Computing Basics,2024-11-20,2029-07-25,9b943d5085722530f81732cd160cf4f68d94b1220d7e6c164625769fd2a841d7,0.7628768010626229,406,0.8397080025259654,,0.8888614345158753,0,8,98.18017464634568,0
Columbia University,Ana Martin,DevOps Engineering,2024-04-11,2027-08-17,e990c35328190bfaa1892e4e6fb3ad0bb6937ef50ffa504241df6f9de7b57043,0.8594433285049956,629,0.896925658100804,0.9990868158149695,0.753598863241161,1,7,18.12766798946328,0
TU Munich,Karen Jackson,Mobile App Development,2020-11-12,2023-05-20,b0e0162f46bf0a55a287e3f88e21e23167ab2c0eb02d4226bbac39a25e1d4506,0.9207164207003689,1875,0.735743174866302,0.8185599973456472,0.894272712318272,1,4,3.2521181113498083,0
Microsoft,Fatima Brown,Full Stack Development,2021-11-05,2025-08-09,6cd88eceec9d47fed5ac2270e30fdab81d8ad2e0c1f6bf789e7e36db03e356d4,0.6939616094086009,1517,0.7118033926612325,0.8771999482362778,0.9404178415321952,1,8,3.283369972050354,0
IBM,Priya Davis,DevOps Engineering,2022-09-11,2025-04-24,09aa27f2ceffd94cf83d0a193e8dbedc4c4f7a5912d96936318f7067a3d21187,0.5694927537922128,1207,0.913245814568338,0.872576409316326,0.9871206737218821,1,5,39.52875880809508,0
Oracle,Joseph Thompson,Mobile App Development,2025-09-03,2027-09-20,030ac02b4ea0f341942200828e5fff042d55858513d9e5a8d8ecb3254fe4fd77,0.716195229446675,119,0.9254087071599175,0.9319876185970668,0.8842661102033555,1,1,12.34939835360935,0
University of Toronto,Robert Patel,Cybersecurity Analyst,2021-09-03,2025-08-15,4fc8711e28da5309db044be27e2de944f5eeee93f68e83e8b3d46ebca4426a87,0.9539379967903006,1580,0.812226434744402,0.84547929564903,0.7873489327600777,1,7,28.60641572915296,0
Oracle,James Thompson,Natural Language Processing,2025-11-01,2028-07-02,dbeec56f38e08439daa7d8d7ae06931be70ad7014e2d08559b2065fe909e670d,0.7620351937794763,60,0.8584258688429934,0.8768838330149618,0.9642473603802042,1,3,17.458950656542815,0
University of Toronto,Sarah Davis,AI & Deep Learning,2024-06-08,2028-04-09,522ef700463fd59e4621b3f36d66f34af9b6d1061ff75fce06c05beaf5f623fd,0.1595,571,0.2449,0.6622,0.1013,0,0,62.4,1
MIT,Linda Garcia,Business Analytics,2021-03-31,2023-08-05,f527cb5e5ad79a27a0eaf88b6e358deeb6ef94a3eea21ac5df94dc1bd2e8d602,0.8673229685791128,1736,0.9604561903279469,0.8594242477832112,0.9665483066338191,1,8,12.359734151361224,0
CertForge Academy,Mary Smith,Natural Language Processing,2024-04-16,2027-06-11,dfbcd9077877ff99af5f7af14ef9e3168e606472a12f3ef155790de6a1aff19d,0.2578,624,0.1075,0.5941,0.1508,1,0,251.08,1
NUS Singapore,Sophie Johnson,Mobile App Development,2020-08-28,2023-03-12,02ae55cb357424a566e653dc4fd3c7d33f7ee181b34543032c037ad55be3feaf,0.8253994548647744,1951,0.7270770550757041,0.9941516661845698,0.9229878994061574,1,3,6.452902958671122,0
Cisco,Susan Rodriguez,Computer Vision,2020-07-01,2024-03-30,b7eb7c668c5127dd0dd5d9689e2ce6398186cba56252dfdf45cbc972452fc461,0.7832686160264318,2009,0.9068610087665984,1.0,0.7197929349786465,1,4,7.077456892817963,0
Stanford University,Joseph Hassan,Software Testing,2022-04-11,2024-01-06,a23cc4ca859975292ac47a5d112d8f69934f59a495fdc974366dbd98d9b25e3d,0.7542660423675256,1360,0.8226967568565892,0.9116741799275284,0.8851119417278516,1,5,10.492925522312445,0
Microsoft,James Dubois,Big Data Analytics,2025-10-28,2029-03-26,450da782489e46f1bb1e1622bd6273b7c9abbd66d016ef03a830f266a4fa32e8,0.964109245891577,64,0.9069190662936996,0.97246768412405,0.9099476598275967,1,8,13.527738004564247,0
CertForge Academy,Robert Chen,Quantum Computing Basics,2021-11-03,2022-02-09,e9c14d27af457f1f9d0af34bde2388c9b462e755ec5b068497d0bdb2f5f77f41,0.0202,1519,0.0681,0.5931,0.3584,0,0,55.16,1
edX,Richard Tanaka,Full Stack Development,2024-05-20,2026-09-16,712a440f1d09a461aa8d581f7d309336a884b37a58966450200ad5b6bfa6dd08,0.8503719033236731,590,0.8791901906475297,0.9306959725108346,0.919581911111402,1,4,28.60285380490433,0
Stanford University,Sophie Kim,Natural Language Processing,2023-03-31,2027-04-13,9783249548d6bc1759a59e681acb63a0daf59c45d8546841c935b9ac28984d4f,0.8515028627918021,1006,0.9219265417869148,0.8697370954102581,0.9371340648494985,0,8,42.967803791089175,0
FakeUniversity123,David Kim,Big Data Analytics,2021-02-04,2024-10-18,9f8b078fa7e0ac250510c58f9acc0ee8db5a136b7005cafee1a60eeff8400c8b,0.0735,1791,0.1686,0.7342,0.25,0,0,10.18,1
Microsoft,Sophie Wang,IoT Development,2022-01-19,2023-03-14,a88d25930cb240e37d98eeb9de458380fce8ea0b223d5e9ed437173e74d9d1f2,0.7769025006096019,1442,0.9843203257221793,1.0,,1,7,26.253007132639112,0
Coursera,Yuki Anderson,DevOps Engineering,2023-05-07,2026-03-26,d48d95a279f7095d4da829d678b7fb70e6108cc705db983beacedc3e944131aa,0.9126965117601924,969,0.9903242855891962,0.9590904827896625,0.7517324885944473,1,9,29.82471209496157,0
Columbia University,Joseph Taylor,UI/UX Design,2021-12-10,2026-07-16,4987bfc92f27659930064db6b46c2fb5cda24c344174fe023e7fc0fbbcea777a,0.8036924120272697,1482,0.9128974210567607,0.8998241050536544,0.787532336797694,1,6,17.693863032656004,0
Cambridge University,Richard Santos,Cybersecurity Analyst,2022-04-15,2025-02-06,997fc8f5bfabfc10bbcf027ff41fc932fe5a68c09181f1e7bfec834387988bd1,0.7443311461079332,1356,0.7947679710705386,0.9007587022376367,0.8792599442150636,1,8,65.54894241079334,0
MIT,Christopher Patel,Database Administration,2023-10-12,2027-09-21,e131dabcbe1fb8babc40e44806f05de6a3d8e7334bf682e045a8cb1ab8e9bcb2,0.7128655065399696,811,0.7818806006086894,,0.6659917356026088,1,8,40.6387340031516,0
Cambridge University,Wei Miller,Cloud Architecture,2021-02-07,2026-02-03,03cf68995e693b9e6082c725161592d1eef6a4f055e3d3c6a5cf763fbe9211eb,0.6971745689594847,1788,0.9657491032199147,0.9528029717255835,0.9725962471085474,1,8,11.529811700122115,0
CompTIA,Jessica Hassan,Network Engineering,2022-08-23,2024-12-07,1b6ba789ae95fef046bd844e7c8261ca84d6253a4a02ea6007916bdd434e5fe3,0.8453414680776926,1226,0.8528251677176271,0.9161806591608453,0.9492320823569637,1,6,10.12745950725166,0
Johns Hopkins University,Christopher Chen,IoT Development,2021-10-22,2024-04-24,f0ee329d31b3fb9f889bcb6c07aaf8a73fac5427ceece6935fa62ac6f8982e68,0.49112181124391985,1531,0.9675162943158234,0.9435619958465788,0.9103304743378557,1,6,162.28369068504392,0
IIT Delhi,Thomas Wang,Data Science Professional,2022-01-16,2024-07-07,fee9379c70852f99e5115286380a3999b3ee6cfad409e4605a2f4c82c9f3db34,0.9685398688782123,1445,0.9549274340328527,0.9394291739281931,0.9147257903972935,1,5,13.290693661259992,0
Columbia University,Pierre Jones,Computer Vision,2024-02-13,2025-03-24,03fa6f5b20a561715ac12a058937ad485c55bbeca8ba07b547e77072699ba4fe,0.8312386643229466,687,0.9345794852953166,0.8424190131334487,0.909379063627603,1,12,23.240187634630246,0
AWS,Linda Dubois,Agile Methodology,2020-05-10,2023-12-27,13dd11a2a4bb457e8ca19f5be97a8e9623d1563e0429db38a99cffd2598043ed,0.941732775278525,2061,0.6969934911581013,0.9350490895301713,0.9620024855502685,1,7,20.437447631764528,0
University of Oxford,Susan Tanaka,Data Science Professional,2021-09-21,2026-08-25,164a8def2f8a4435977795dccf1ee6ac53d1a564746dff8e09b7d0f93dc82e11,0.6360493886756813,1562,0.8116698586599141,0.8695323639417054,0.9296023852392193,1,7,1.9548749575919353,0
Stanford University,Patricia Kim,Cloud Architecture,2020-03-18,2021-03-24,518de5aa91b07d66b8ebfe99a986bba8cd4f3dc0ef9aa5dba9627aa6d388c622,0.7424283938317142,2114,0.5088635795206533,0.9612093641106123,0.9381409374383313,1,4,27.092026556219928,0
Stanford University,Carlos Rodriguez,Database Administration,2021-08-23,2023-05-18,e88a9e47748b18aebf96ea141bf09bcdb16782c2ea12f05569b90e4a91445884,0.7881671986840172,1591,0.9654917138011074,0.9605825152327917,0.9364320911996185,1,13,47.74787015296815,0
Johns Hopkins University,Michael Jones,Digital Marketing,2025-01-16,2029-04-22,0ab726c2f40a2dceac6213293be2004094edee37649d03e87b612fbf3c20b434,0.819309959448973,349,0.7602561061948607,,0.942147292521443,1,6,13.769803234907517,0
CompTIA,Robert Martin,Business Analytics,2024-05-16,2027-08-04,08ca6e55ae20fd413bb7e77cae382bfcf49dc7aa7444446beb696cc67ea0b43b,0.6985494480852867,594,0.9719287733530689,0.8943531856686997,0.9899264910858936,1,3,56.53039438986019,0
IIT Delhi,Ana Brown,Digital Marketing,2021-01-01,2024-09-10,33b132eda46020a3c66dafd095a5c9138d9a7da0ddfe602d13d51afa6f2d6ae8,0.9011569356084108,1825,0.6800271735551419,0.8721883362389193,0.8961770842278335,1,4,31.41716458744044,0
Udemy,James Rodriguez,Natural Language Processing,2020-11-13,2024-01-04,7901c512ffe37d5a4ede82420c35c629b880f8d4f7671183d7f6e564e78cb064,0.5710007348803485,1874,0.6677981517829601,0.9215206892954514,0.9386594523523395,1,9,31.36851058732484,0
Adobe,Carlos Martin,IoT Development,2021-12-14,2025-04-30,df82ba5d1c74d2d97a85d068f712a36b9f34f784e825700e94decebc82169102,0.9210590344011232,1478,0.8315637313638652,0.9189003816402447,0.7660700006137543,1,4,36.1572862880596,0
Harvard University,Jessica Brown,Cloud Architecture,2022-04-16,2025-05-08,9a356b52e0a2650f94bbe545c5a90bb33570bf9e80561071b72c711c6d43f2ce,0.7802116209118864,1355,0.9484663315459594,,0.9842153987792983,1,7,25.46131609502945,0
QuickCert Ltd,Mohammed Mueller,Agile Methodology,2023-07-08,2028-03-21,9b21b8973748538997950306d10207625c25debab1051ad53c25e01735639715,0.1981,907,0.1722,0.5965,0.1183,0,0,113.47,1
University of Toronto,Michael Tanaka,Business Analytics,2020-01-11,2022-11-27,227a3eeb918b990e82b4bbb6ae1648a5b22a79e1eab5ed2a4df514e1b6ecbfa0,0.6836,2181,0.2591,0.5028,0.0419,0,0,20.46,1
IIT Delhi,Mohammed Martinez,Computer Vision,2025-07-22,2027-11-29,8e7debf20bcf802dea0c4a9d71b928d2cdb8223cf2761d36a36eae165a9f617f,0.8867699913032906,162,0.9678750732245331,0.9086890986490168,0.9619355420036262,1,6,21.536072989616084,0
Harvard University,Pierre Wang,Big Data Analytics,2020-09-06,2023-08-21,1ef6ed847a644d8e0f7e0898be007f1d20933ca710c8bf4f6d42d19d8ed5c534,0.8677880145506326,1942,0.6197831952351737,0.9376261568351496,0.9173579207554384,0,5,31.179980988904433,0
DiplomaMill Online,Mary Anderson,Software Testing,2025-08-19,2028-06-27,1a55c1a57fd75d65a80bec14e9447efdebc3ea5e2a050feb36f32fd12b33f8cb,0.0329,134,0.5659,0.6406,0.2494,1,0,20.4,1
PMI,Barbara Martinez,Project Management Professional,2023-07-04,2026-04-25,dfd431412f5e139acec6e89ebd0a151fdf5b7341567f0187d84910fc9013a6fd,0.7834982977647025,911,0.7765407736443815,0.9187385305919767,0.7479951037892132,1,5,8.529716754766529,0
TU Munich,Elizabeth Williams,Digital Marketing,2025-09-23,2027-08-28,0cdb65f4f91fab1c614cdd7d857c46b11325b8b1ac4c57f357ae1c95d4e8ca51,0.837137213783704,99,0.7281374144388709,0.9585448526409616,0.8197695006750703,1,7,0.4795315433677145,0
University of Toronto,Priya Tanaka,Robotics Engineering,2023-08-04,2027-03-08,26c8a3db03612c983126a1e267f93a2d13ac984af507fd7903cb761e834e05b1,0.9421521252409653,880,0.8451402824095386,0.8179297488313264,0.698546853708624,1,4,4.485688172103989,0
Adobe,Christopher Martin,Natural Language Processing,2020-09-07,2022-06-10,82b539c749bdb861bb9e19caf131fa32d2abb431350d9099251da0d283f7d806,0.889644945019979,1941,0.8277676851353538,0.9207565210064861,0.9462723014227041,1,4,4.208687581840121,0
ETH Zurich,Richard Jones,Network Engineering,2020-04-12,2024-09-15,2763c4a02013b40e6146f5969f5f209a731c21c06ee6c275950abfe8ebe1182a,0.7459577145142139,2089,0.8764035045626608,0.9319055210252349,0.8751275915397917,0,9,1.5971337664553842,0
Cisco,Mohammed Garcia,Cybersecurity Analyst,2020-01-26,2023-02-09,0808659175470468c56d848aa581c79ed60b593d9935f389ed8e2f4f7af59c73,0.7960730535661575,2166,0.7818228327129916,0.9996210475765226,0.748412342205167,1,3,9.124751690098941,0
ETH Zurich,James Wang,UI/UX Design,2023-11-29,2025-12-05,f745078a867dfd487563b35ec16ed5faae66d52e4c4a609fe63d4001c32b0e53,0.6045436714648122,763,0.9562616247893837,0.9385684676936397,0.6360500601076956,1,10,1.5896786975160309,0
Microsoft,Jessica Santos,Cybersecurity Analyst,2025-11-29,2030-02-01,4af30a0c5f3feb6446d36c15ad2028224eab24e78c065b8ffa2e2a3a34d66a87,0.958962774704715,32,0.7304595805696739,0.9186311675366164,0.8023856614666931,1,3,28.560274905748404,0
Coursera,Fatima Patel,Big Data Analytics,2024-11-11,2028-04-07,e4745809380e984cd02f62bca909e2e125a86e83a5b453314f574c28bfca3239,0.8264006458664274,415,0.9197099827097771,0.9332836977805666,0.7950437130639157,1,4,18.576781398424846,0
IBM,Sarah Tanaka,Machine Learning Fundamentals,2022-01-15,2026-02-14,63d394cd003118458c64b88b52ff64237cdadad2aabb7caa959c416abf5c7c0e,0.8320232785171028,1446,0.8291418313973125,0.9767740410347037,0.8528131943674826,1,6,199.43049813748462,0
University of Toronto,Carlos Ali,Big Data Analytics,2024-01-31,2027-05-13,cd0e6e0c487d5ab8dd9f62c05eadf742bba8d17aeb53e01a7ad3192486592150,0.8529642370828266,700,0.9393985875843777,0.9982909457808726,0.939232069553377,0,9,19.648518400699988,0
IIT Delhi,Christopher Chen,Machine Learning Fundamentals,2022-08-07,2024-06-12,7f3128c00a65f62e99a90e7bfae3fc1f5bcb26c8e668198f3e1fe00a220b00e0,0.908099878037128,1242,0.9087912815611164,0.9016119804216358,0.8771665510766281,0,5,30.308900941372258,0
Cambridge University,Carlos Miller,Natural Language Processing,2021-06-09,2023-09-02,6b32f9c3a83d188cd2ec5833dcc80e12d2ceb5d1cb270e19f6b76255e2fda2d4,0.7908278157778338,1666,0.830515778302215,0.9580551782778605,0.8877655179735777,1,3,11.530642391909579,0
MIT,Robert Chen,Machine Learning Fundamentals,2024-04-13,2028-12-23,63257ba0aa8f0ae73bee40edad1414323d40829a233edc6ea2bb211937f7c748,0.848203902545817,627,0.7957833679156433,0.8918017918684774,0.40657733474741115,1,5,2.6047707856305236,0
Udemy,Fatima Rodriguez,Database Administration,2024-12-25,2029-08-10,b9ac18b3765d3966d235322e5e002c1cf4ac5f17d1153b1c45a7a7a36e6a1229,0.8278870315748259,371,0.5906916570469198,0.9535698820707915,0.6492811207029201,1,4,3.9956088441508393,0
Udemy,Yuki Anderson,Big Data Analytics,2021-01-26,2023-03-20,c0f274464cf0d74bfd523ff9813d2076c336ee47d8119e1b23c40295cd10ba2e,0.8109442397405241,1800,0.8492082870041795,0.96062629111971,0.9731985149519093,1,6,3.4250230557559753,0
University of Toronto,Patricia Santos,Data Science Professional,2022-03-05,2024-01-14,e950b219e588157c078cbb98fc5b86a4a5ba93fe146f964521eee4f55a6c93f0,0.303,1397,0.2662,0.977,0.2309,0,0,9.81,1
AWS,Mary Ali,DevOps Engineering,2023-01-26,2024-08-18,eecf7d4f6f8101bf0ce4a2ecb9b329264b7c5afad6bf7978209f29278256883f,0.8967700341091928,1070,0.9707888744127293,0.8611775988100191,0.8743179342337606,1,8,56.74771660577592,0
Cisco,Patricia Dubois,Robotics Engineering,2025-04-28,2028-11-28,b16d000e6d114cabd4f7ba030fb5707adf21ef68994038009b5db11e5d0cbe30,0.8869265900689031,247,0.9192817566811772,0.8957167115358291,0.9555973131290865,1,9,0.11786735049424776,0
CompTIA,Elizabeth Jones,Software Testing,2021-12-19,2023-01-31,e12822f1864a0c8a2619ec4c4b02bb89a1d365159ef3217281cb5bde2e86fea4,0.9081802620826113,1473,0.5655287301746561,0.9609070102762804,0.7095821682590655,1,10,6.6433020599912105,0
Microsoft,Richard Jones,Robotics Engineering,2020-06-10,2023-02-14,15f4b4ee761f718ad6c5cf7c3794e8f521a86405807425c26b6e72041ed68cca,0.8988016284370332,2030,0.8678485471413937,0.8392651070573335,0.7821829968715358,1,3,1.9154913250282246,0
DiplomaMill Online,Michael Davis,DevOps Engineering,2025-01-29,2026-01-02,213decd4,0.1176,336,0.4,0.7584,0.0895,0,0,47.92,1
QuickCert Ltd,Michael Anderson,Big Data Analytics,2021-02-04,2021-07-02,9c8aabb66fc5fef4b9348cb9896860f7ad821ce3690501ca522cd6ddfc7d45c2,0.1471,1791,0.2624,0.7214,0.3902,0,1,214.78,1
NUS Singapore,Joseph Jackson,Software Testing,2022-07-01,2026-08-10,94c61c117c88e05cc724d907564e08d5aa1189103da31d21f96df029c80afd8a,0.7516623159349809,1279,0.9010794459520403,0.9189681092090045,0.9076787003533874,0,6,49.91940957584413,0
TU Munich,Fatima Jones,Digital Marketing,2022-09-10,2025-06-25,9047fa17ec85dc7756140ef39a7e77e4fd2bb51bb78fba43f65ce22003689495,0.8109871428101143,1208,0.7037621520813276,0.9495762916353159,0.6475913431282786,1,2,14.492331568389602,0
PMI,William Ali,Data Engineering,2021-05-23,2024-03-02,64d6cb74cef152df3d30e6e5885a8d69542cd3414567205a2116a2cb320641e6,0.920961853117253,1683,0.8347930960548908,0.8979640797946089,0.9603980187552906,1,10,11.48694914128999,0
Johns Hopkins University,Pierre Rossi,Cloud Architecture,2025-03-10,2029-01-07,1fec421b246cbdd289dfb2825126cd36a491ae4ff62ba46134f7bc8fb8dec7f4,0.5752120952949785,296,0.8398769369302931,1.0,0.7745321897666464,1,5,15.700150411106149,0
AWS,Pierre Hassan,Natural Language Processing,2023-12-03,2028-11-18,c812098b56f924a8cd832da4aac92373c9b27120ad90d64a5c790a70cdbb771b,0.7198568147826635,759,0.286131522609999,0.9107872043821176,0.8932676531638253,1,3,13.56485812269225,0
Johns Hopkins University,Barbara Jones,Robotics Engineering,2023-06-10,2025-04-19,6a073edb8e667ab7bdfc7201028e23b7188cf4d512d8549e36421a597e9fd08f,0.7210730097013446,935,0.7123760747740299,0.8593848645606141,0.9966891584485559,1,5,13.576526625301492,0
IIT Delhi,Mary Miller,DevOps Engineering,2022-05-17,2026-04-05,064b3def98bf9987c0d62b6dbca6fed71c96efe1c1e8322a660fbb4a29e299ab,0.9834750723403157,1324,0.9018057873702278,0.8900713204734819,0.9199536054311698,1,6,84.52555942963676,0
QuickCert Ltd,Richard Kim,DevOps Engineering,2022-05-25,2027-01-28,d593a7739f1ebba27208c21cfb0300d58dbf5b37d124985accab40e6bbd781d8,0.3517,1316,0.5869,0.6646,0.2451,0,0,159.84,1
MIT,Mohammed Johnson,Blockchain Development,2023-04-29,2025-07-08,4f1272125695e21889c16dd32bf6d2b22f7b7def5cb21bb01350962a8ea164d6,0.8821969328850986,977,0.8403320782787097,0.9318631507012434,0.9844769831087047,1,5,21.453853656488672,0
MIT,Michael Davis,Digital Marketing,2020-08-31,2024-03-17,4dcb0d67913a1f461356ca8d28314987e8a1ed21a15b436f77e309bb73936b08,0.8894108718024452,1948,0.9205857777741558,0.8743528494028634,0.8882345388997952,1,3,25.757146272859057,0
Udemy,Christopher Smith,Business Analytics,2023-02-03,2025-08-22,dd09779f7c80b70b52bcde54c25c59e0231823743d7fb822b58e91e9fc2e3d73,0.9345109532159859,1062,0.9881457555714256,1.0,0.9659567730921395,1,4,5.908702653418252,0
CompTIA,Ana Dubois,UI/UX Design,2020-05-06,2022-05-17,5e19a15f05163f5ec625b54eca807ca782ed2c193ab112cc79de221dec940585,0.725760831699997,2065,0.8032940033988037,0.9135898544085939,0.9443012560505993,1,5,34.16884777021084,0
Harvard University,Linda Dubois,UI/UX Design,2025-06-14,2027-12-27,4accff80b0df4b46d6e4b26f1385fb098f7ce383263977afe956c1167e1ae79b,0.7559322310338782,200,0.5927754052697598,0.9052043625753301,0.9401951952532481,1,4,21.555690892019456,0
edX,Richard White,Robotics Engineering,2021-09-29,2022-11-07,520072776fa67af8916c21cccbc9c943a709ac77da3b200140ddf3cda1e69acf,0.8984609589613425,1554,0.791426137926915,,0.9131407090388711,1,10,34.171373908878884,0
Oracle,Karen Williams,Project Management Professional,2024-09-11,2027-05-22,3931342fc96669dd317fae6db7b3e2cfca61b7112e428137d087b61cfafc94c1,0.6551309814107747,476,0.3859669294933639,0.9194412703288887,0.7026261464304778,1,4,0.7709202627334604,0
Johns Hopkins University,Wei Hassan,Blockchain Development,2022-05-23,2024-08-09,d61cdd3e081db15c726977086698278e1f8f1ec618b61277257c9525728e0cd7,0.8383068052978283,1318,0.7995600565501757,,0.9293765125699635,1,5,68.08319953868777,0
Microsoft,Joseph Tanaka,Agile Methodology,2025-12-29,2028-01-14,26af557a21344e9f4d66bacfbc55a9929a450bc9f5f32a738dc8817f0e70ff10,0.8450699632273575,2,0.7675871234630179,0.9715089255432923,0.9312643864149619,1,2,29.718379872328093,0
Coursera,Thomas Rossi,IoT Development,2022-05-11,2023-09-29,be9605e446d5ae3bd3af335cb99f342f8e8d000a9d3fd65141b725a69ae0d01d,0.9360436639235066,1330,0.9078683985102977,,0.9270842790539371,1,6,29.469830000304444,0
Microsoft,John Garcia,Data Science Professional,2025-06-02,2026-11-04,f507e84f4c1a88c99ed8ed6fc224510e44c8e3c8208ffba5b65e8673f84aa5d4,0.9400480547734037,212,0.8156687646700521,0.9432369429657819,0.8094951294103963,1,6,18.74091934731037,0
Adobe,Jessica Jones,Software Testing,2024-05-26,2027-05-24,3340950b85e8e2b6e6417a3607d94ceaa0f4e193f40180b7f001ec022f9435cb,0.9509201988804119,584,0.6583176345152251,0.9307760776239722,0.7615986958829892,1,6,1.336691586446075,0
IIT Delhi,James Garcia,Computer Vision,2022-04-29,2026-03-22,1e84b256cca1eee8083f2b32f793cf6a3cc9595cfead99db15a130682f3becd7,0.8655982596285648,1342,0.9571182485158255,0.8271500354645539,0.8531287996038004,1,8,3.4295964421180622,0
Udemy,Sophie Hassan,Full Stack Development,2023-06-29,2028-03-26,897a82d4802f109fbd28202230c18b740c07b88f4670843eebeb177037ff79ad,0.5610109856155764,916,0.6874479652739246,1.0,0.8453039249117168,1,7,5.961146953411488,0
PMI,Jennifer Kim,Quantum Computing Basics,2023-08-09,2025-11-05,e3096e001f6fe4a696f3988c93ab8af583d250d176cf5f38f99beb7610087677,0.8597275532325354,875,0.8897129088762856,0.9634442497322795,0.8993889019692383,0,12,49.83249187719167,0
FakeUniversity123,Pierre Martinez,Machine Learning Fundamentals,2022-04-19,2026-10-23,3284bf727fa69aec90f5cf67e1451c4d9b01333e1e5108bf0c367ee4a63e2f9b,0.3201,1352,0.1632,0.644,0.1172,0,0,11.54,1
Columbia University,Ana Patel,Business Analytics,2023-09-13,2026-06-20,b8e037a64f1c8ba01315bb1442afc62f96147d5086223399fd4eb7288c294ac1,0.7491326175546946,840,0.9546445869404113,0.8963503431170439,0.7761601161360386,1,5,49.66296458849507,0
Salesforce,Joseph Chen,Agile Methodology,2023-04-12,2027-12-04,983775db0704f22966787940e41e0efa932c092fb21a09d22b4fb639a2a75cb6,0.730837717222827,994,0.6592269200480313,0.8787693502385674,0.8749033014351655,1,2,37.73562641791244,0
Yale University,Jennifer Taylor,IoT Development,2024-05-31,2025-08-30,5a856ed8c2258d132f528066ef88ede3043aa56a2c6d1d4ed90fe23aedde7e2c,0.8583345774279747,579,,0.888749824667053,0.8860221013517773,1,4,86.16463534637795,0
ETH Zurich,Jennifer Harris,Big Data Analytics,2023-11-04,2026-05-13,1350f4a6229219523b37b7a750f113c7dc26a60296f9e268150252c04e6485e9,0.7614261063093474,788,0.6791711472251099,0.7940989647769904,0.7319542533620198,1,6,12.399167537743264,0
NUS Singapore,Thomas Hassan,Full Stack Development,2020-02-23,2023-09-23,2dc81a576ca66aeb581c208f4af1307b62266aaf1cf09c407445471c7d89f947,0.6236410239920112,2138,0.7386928038055885,0.9820823877440449,0.7572110025066314,1,4,18.147291774673434,0
IBM,Pierre Kim,Agile Methodology,2024-08-04,2026-08-17,45a49faa1b51ed641fc2e724c20a486c823f06ca3e6d58068e82f263dc199ba8,0.6903956934121611,514,0.8832134504007948,0.8753827749889728,0.6086986317865882,1,10,114.36071448347816,0
Yale University,Ana Santos,Data Engineering,2022-09-25,2026-08-30,0b4903f4ddcd453101c907ee90fb80d0406740fb0842f4505810d65bcf187f43,0.6339043229881444,1193,0.8028790968078503,0.938354751606479,0.8932987593216999,1,5,108.31723643926424,0
Microsoft,Karen Kim,UI/UX Design,2021-11-29,2025-04-06,9741801084cf8054fe79c149d0c58e629cf2ac114da7fb02a811227f0aaf8277,0.8594847608292545,1493,0.8875209872422049,0.9290882129689683,0.9501856547007754,1,9,9.658479111817021,0
Cisco,Elizabeth Dubois,Mobile App Development,2022-09-28,2027-09-19,efb4abfd50efc420a402c8134067db65abd5e4648ae85a76d0b198ac3bac5ac3,0.9235646991712828,1190,0.8877530592654879,0.8930252236349782,0.8324554294282784,1,10,64.85071658775513,0
AWS,Yuki Martin,DevOps Engineering,2021-05-31,2022-12-06,7343d2a679d6ade1b808039e6cc3d1d7908ea4cc8f0383ae734cc7eaf3241588,0.8694249679528783,1675,0.6472911182517515,0.9039303507188448,0.9404733891487005,1,5,28.682666976552603,0
IBM,Linda Chen,Natural Language Processing,2021-04-03,2024-01-17,da8a7e0df650c92b95c15fef1934529ecba6742f2decbcc823a37c996d09067c,0.9611990665243234,1733,0.987315803200226,0.905239151763575,0.8884969856434802,1,6,45.907679532387135,0
Cisco,William Taylor,Data Science Professional,2022-06-30,2027-01-14,c269ea534fec4bfca77b28efd5fe6f1ac20c5c2ae06c23e5549782233c06cff7,0.7740122363060883,1280,0.9101411507803332,0.9835260722595769,0.8808718236144809,1,4,9.832331018986709,0
CompTIA,Susan Martinez,Machine Learning Fundamentals,2020-08-11,2021-09-17,fe7e066522c0d66181bd092e11254696c1126e7deec1c2fe1de118b8e0ca1927,0.8906470613483952,1968,0.9206729294736982,0.9673338944069805,0.7247034742364823,1,8,0.3755309199923545,0
edX,Sophie Wang,Mobile App Development,2021-01-13,2022-06-13,f85e3c5c49ed97a2d047817b330e8c64220fdcabb2177c7f4df76340fc446beb,0.878776164515503,1813,0.7005686396225399,0.9283558101743455,0.9257800313140488,1,3,10.088523660530324,0
IBM,William Jones,Database Administration,2025-05-06,2027-07-24,51dffd68966463db40c33e335818ebe9101675b4c65320724eea759ff10683dd,0.5643003980893255,239,0.8883962540364261,0.8522662283013459,0.8066557411638536,1,7,9.354279835677975,0
Adobe,Pierre Brown,Cloud Architecture,2025-11-15,2028-01-21,39a225d21b33b6f7b035d212b8a794c4939ca791cc1ce8cf54dc7c5726935ffa,0.9688014293761336,46,0.8790703242558668,0.8705628617370651,0.7189192508510377,1,8,16.80911464510967,0
Harvard University,Yuki Miller,Software Testing,2022-02-08,2024-02-09,0e2c0087557af0ac5441db6598df837331bd1e2828106743784a7812df478995,0.8099658619920166,1422,0.7811883133265266,0.8478009501377135,0.7470621884595642,0,6,46.8764966614279,0
TU Munich,Fatima Anderson,Cloud Architecture,2025-01-26,2029-01-24,2a2f868f9d7c7a682e0dc9b5a6252cdb71cfc5edad35b35595527bb4196be1db,0.8171040714503011,339,0.9296074143366568,,0.8492957667570475,1,5,2.341894277144609,0
Cisco,Mary Thompson,Digital Marketing,2020-11-09,2023-08-03,23eeb9a0fce6a38de9ee52b80d82bdd9d021bfdb86723fa9611bfc6b2b99c91d,0.93885830040774,1878,0.9795975338004356,0.9562146642792423,0.9653551166868255,1,8,32.11034143402591,0
Cambridge University,Priya Kumar,Mobile App Development,2024-04-24,2029-02-16,a79c9b9c8993d17d685c9cd6b260ff9692c32fcb75cff6bde29b2a7b58e7b2d1,0.8906433444390427,616,0.6660887398870219,0.9490725444104753,0.7520818731915586,1,4,16.641879619434228,0
Oracle,Thomas Thompson,Big Data Analytics,2024-06-25,2026-01-17,b657b0ed8caaeb787bbb65df73c491af439f978e3dee512d1f9b7c8d96937acc,0.847342191683418,554,0.9565212356864868,0.8956266587270508,0.9111889499764461,0,7,77.96963518014972,0
University of Toronto,Thomas Williams,Blockchain Development,2020-05-07,2024-11-13,3987a13bdf3f5d58b08d2689c8dd35f455c8154f25c1eec08863a2fab190e555,0.6964288347616977,2064,0.8456974927442742,0.9380292134409699,0.8892821988429876,1,6,9.82133433987021,0
Salesforce,Pierre Thompson,Cloud Architecture,2020-09-22,2022-06-13,5aa2683d27e677a5d14eaccdc9d7f72104b9423056148c35739969cddc38f108,0.9733484635941398,1926,0.7539901711468665,0.9381058714867742,0.9464451521576331,1,5,36.993349318618364,0
Columbia University,David Martin,Software Testing,2024-10-07,2027-01-21,499de36ca93147f69512010a04ccae55ada5e1a7086a8e69a3a73a130b5371d9,0.7111247651236015,450,0.7122406613329721,0.9760775605938448,0.9132342458461775,1,7,31.752368558396554,0
IBM,Barbara Garcia,Project Management Professional,2023-07-25,2028-03-29,5f03e4a92692190c6fd90c3ebed84141376b73908fed48d3db000d8ead0e3377,0.8846796026634498,890,0.7457464176806913,0.876197255621274,0.6931960578964437,1,5,30.98941181646284,0
Oracle,Carlos Wang,Agile Methodology,2023-03-17,2027-09-06,b11301fd6e6a727a4649b986128fa136f5a1a16f8586c98e331ea03ba168ef73,0.805146420951165,1020,0.6399661452602492,,0.9617273527410628,1,3,7.79024226650855,0
TU Munich,Karen Martinez,Robotics Engineering,2023-03-29,2024-09-12,9930e0dbe8e4efee14fc118d5f640add654cacbd0f254ff2ee526d7f38bc0828,0.74556744657739,1008,0.7036344009671784,0.9822693971185487,0.9399126954549553,1,5,14.162247288140113,0
Cisco,Wei Jones,AI & Deep Learning,2025-03-23,2030-02-15,060613c8fe3fb7afc8e8586061b55669b92e715eacd894cd582296a7d910932d,0.9390329357938907,283,0.9467765422184954,1.0,0.941594549707613,1,6,24.212349056623868,0
Columbia University,Arun Jackson,Cybersecurity Analyst,2024-06-27,2025-09-01,b03ba6bf2150b259006603670f3b295cece6c5ad7b21e7a31289d648fd390933,0.8940391301582571,552,0.7318720323252831,0.8817064772581845,0.8903297606279289,1,6,9.016030719181254,0
NUS Singapore,Robert Tanaka,Cloud Architecture,2021-11-08,2024-04-23,7a7dd37f80c91a75e1c24587c225823a9dcd8cfe7ddfa4a440ef90749bd8b08a,0.7618764682732947,1514,0.7326077550615213,0.9456687709601439,0.7672058994770553,1,4,86.22181376094872,0
Adobe,Thomas Kumar,DevOps Engineering,2020-02-24,2023-02-23,512cd375f21fb33dd42494182e93ab2219ba3f5600fc53fdb65feafde4d67a54,0.969624329405544,2137,0.9527487910329518,0.9455065575341772,0.8008881682719984,1,7,13.468477348475176,0
CompTIA,Karen Patel,Project Management Professional,2020-12-11,2022-12-27,3ec7946a1a20fa42ed8ce0666f09709968c9dcb0b6eea5e40d797aaa30c6b3c4,0.8748820664094333,1846,0.7403165652346881,0.9286655334169591,0.8490588826440784,1,11,35.34470010195684,0
PMI,Richard Williams,Cybersecurity Analyst,2024-11-25,2026-06-19,5a030287209e9e38f571856e1a62327babb8c838a517a7734df5aafaf436809e,0.8544698657970081,401,0.9513496439071375,0.9328626710555751,0.8293510175470385,1,8,48.819164249731564,0
ETH Zurich,Ana Rossi,AI & Deep Learning,2025-08-13,2026-12-13,d94f0cd2a0c8ddff8322cfcad55e8359f039f9f947a05db252e1003c3edd7a42,0.8953553764745432,140,0.7662722471661632,0.9132277468429126,0.9592627815434976,1,9,14.415981007436574,0
Coursera,Carlos Jackson,Full Stack Development,2021-12-17,2025-08-01,026a448356a6d8d7b4804f61e1e4ba37351228299ab2de9b8da953b0c3734d08,0.7882767830289409,1475,0.6749957304048114,0.9670003259752356,0.8244277952723418,1,9,91.08436248888721,0
Stanford University,Christopher Santos,Natural Language Processing,2025-01-08,2029-02-07,32b7122740a840fb72e5b1960623679c8e2dd00e78bb6d37223e4d1dd05f73ce,0.8416349675318492,357,0.9809928607360432,0.9781232978904383,0.9203643578485896,1,13,33.71284798404733,0
Google,Susan Chen,AI & Deep Learning,2024-03-07,2025-05-16,334f27d526a4b32e000c4f0c94b50ce125a817ebcc21f1c94492b36afee303bd,0.5985173710837141,664,0.9821865846086036,0.8993523603053281,0.9066379320430809,1,4,0.15875276900156327,0
InstaDegree Corp,Robert Thomas,Blockchain Development,2026-11-29,2028-02-28,e017b58edc79deb71e6d51fe7c0406a0c4e19ab173a7729740316e7dbd6a8b11,0.1437,-333,0.3726,0.4631,0.3335,0,4,102.8,1
Yale University,Fatima Anderson,Data Engineering,2022-05-20,2024-10-31,52de345b5af6f8351a5c6e4abcc9fac9436ba76517137ed7a6b80489e6c329c3,0.8893147089673681,1321,0.7498648622277785,0.9713946548011422,0.865133513203704,1,10,6.323552256593981,0
Google,Sarah Martin,Business Analytics,2021-03-12,2023-10-28,fbb34c1411e47b5f3a0c7c27a4bb5c46f50337504eef920a90df22c16149097a,0.8677660511435168,1755,0.7390778138014233,0.833778934245518,0.8792518563161961,1,10,119.72524592163056,0
FakeUniversity123,Carlos Anderson,AI & Deep Learning,2023-09-05,2024-01-19,42e23206f6c8f86e048de4679bd3037c3edb105ecc34b6917ded96a10db93212,0.1646,848,0.4,0.7607,0.0493,0,0,68.62,1
IIT Delhi,Yuki Hassan,DevOps Engineering,2023-10-01,2025-06-06,64afcd26ad7e47f75a01e4130106986efbae072403a1000fa20aa4bf2d423076,0.3596531072673064,822,0.6929987695592368,1.0,0.9405059916160953,1,4,16.431554952723758,0
AWS,Wei Kim,Mobile App Development,2023-11-14,2024-12-19,8dfbbf0c404d9f8305aaccdea14aecf35c84db82c949a0c6e0aecba509fe05da,0.6984162882221923,778,0.9051532166109266,0.8509640358097643,0.9637218225621978,1,5,19.90228288705194,0
University of Oxford,Christopher Dubois,Network Engineering,2021-09-25,2026-08-30,5cabe0f5689adfa8fd2b6f8bfd49eb03335b1d57c9a0f12d7ed7465e0068e18d,0.9317839381593699,1558,0.9283202557391039,0.9917643932759261,0.9843958038015544,1,7,40.69685568826881,0
Columbia University,Elizabeth Mueller,Cybersecurity Analyst,2024-11-18,2029-10-20,93b958643fcca398be9fab4f0f4022084e7ae186e04f974e25b10ca3fd14151b,0.6489117746516951,408,0.8792366393913214,0.8776605147381986,0.9898422516715527,1,7,11.606868107918164,0
Stanford University,Mary Martinez,Natural Language Processing,2024-03-10,2026-09-30,6064cdd05c5a857551fcf915ee4e1619e7c75e93780cf8d71f355cabb459cd0c,0.8986807822870939,661,0.8365128282814375,0.9627641547866254,0.9754857634304809,1,9,5.65489823217974,0
MIT,Karen Wang,Mobile App Development,2022-05-21,2025-08-31,045bcfd2e80530928cbe2b72ef3208614dc2a47b39044e7483145d5a798ff9fd,0.8313562227045895,1320,0.9848544119037362,0.9247751307950896,0.6922020199376532,1,6,38.479225739070245,0
Google,Michael Davis,UI/UX Design,2020-04-28,2024-05-14,0c591edc1671add00f308aa65504201367d11bb0db2cccd56b183e859bf59682,0.6833086240780555,2073,0.9418026340599361,1.0,0.966104454779939,1,7,34.267550735478494,0
CompTIA,Jennifer Davis,Computer Vision,2022-08-08,2023-10-04,b78c09f1aba376a8673bfb596290dba5b7d15741e4f5a13c68802ba966a25b62,0.7987762237139372,1241,0.975675708683459,0.9042581281418869,0.8927312417661133,1,8,17.9795210703721,0
University of Toronto,Ana Chen,Agile Methodology,2025-07-14,2026-08-22,f05826bff48d530609b6a5accb29ba1ca0f66d1e9e2b9211710e50e8a00153a3,0.4971287480664665,170,0.7335148771752719,0.9303450211670716,0.8428123511949677,1,11,43.704924110641436,0
Harvard University,Karen White,Agile Methodology,2025-08-12,2027-06-16,d76d5eba7569ea818e1d852f403373f6816afa91390be6ef6bfbae59e4bd0ef0,0.44731467908904665,141,0.9858773083645012,0.9213199230378519,0.8551263929390966,1,8,119.48440013403402,0
Salesforce,Linda Tanaka,DevOps Engineering,2020-02-20,2025-01-09,e014426a7e118f2f5467173bd9c964eed913f9e41e61926e01d087d15f8fb610,0.7613852284823713,2141,0.7788463225738168,0.984939974025022,0.7577778429673789,1,3,33.67708741350523,0
CompTIA,Robert Anderson,UI/UX Design,2022-10-25,2027-06-04,3b00c2202fdd62b760dd1335ee2df7c6d5dba59ab51b99ff9013c3e9216e2a03,0.702896979258403,1163,0.5678622613779948,0.9150205889396036,0.8605308547602808,1,4,45.09116468123244,0
Cisco,Wei Martinez,IoT Development,2023-01-17,2024-08-17,ffd76b9ac24d618936d9ab61268118e76bc6f08309cbc2b2b3b892081e4b2d38,0.9140172351471209,1079,0.7780858480588095,0.8249864443604399,0.9071965483215952,1,8,5.585373247832369,0
IBM,Susan Davis,Cloud Architecture,2024-10-28,2025-11-23,52505fb78db5c0502f4e27b136bcf66f4fcf46d4f4b28cc3336ee55297cc97a7,0.8576201313916297,429,0.9275322037861555,0.9859779400780108,0.9595805581332713,1,5,20.83933017836271,0
IBM,James Garcia,Natural Language Processing,2022-03-16,2024-03-17,5d5e03a4ff5577ccb35c604f04689796d52f7f6c18c279c989719810795b6143,0.9097944434917212,1386,0.9760258422442789,0.9592927056380006,0.924713352508134,1,4,20.353800414003132,0
Columbia University,Wei Mueller,Business Analytics,2022-09-29,2024-04-02,ed44d9b1aa1b899499525c35553e43b9b70b4157ca7bf1503f235b8acf22b090,0.7150043878671127,1189,0.8723101575846335,0.8694154398823655,0.8032731948015174,1,7,13.870327145494558,0
IIT Delhi,Richard White,Mobile App Development,2022-01-24,2024-11-16,1bb99a7b85c341b961ed544faf2d4df764b05a3cef54f0b8c22837f8eab3417e,0.9078052214608848,1437,0.9376145914342656,0.9292172290598006,0.5658349892968777,1,6,8.830296169229555,0
IIT Delhi,Linda Chen,Mobile App Development,2025-02-25,2028-09-04,293ca83a0ea790688c0fb6d256cd4e42fd12006a27096e14546e1ecdcbcf15ac,0.8379281322254944,309,0.567983078938978,0.935309375188839,0.763651954813456,1,1,77.64301042149997,0
IBM,Yuki Brown,Cloud Architecture,2021-01-22,2024-02-16,7db6c4849d93542d74162ddc7161c3528203117eb18454432d4a58f09d993bb6,0.9282660674433657,1804,0.8621043449615337,0.9700750487997589,0.9244317361749979,1,5,2.893806682971918,0
edX,John Jackson,Digital Marketing,2021-12-25,2023-09-17,693a0b3a8d237b4373bc7c2770b0bbe6a4d92a767ac8e3f72a790e9b03785f6f,0.9171221556830952,1467,0.5922478671615312,0.8620561240992708,0.8736956652882273,1,5,55.94780819025019,0
Yale University,Jessica Anderson,Data Science Professional,2022-04-08,2024-12-22,5d3670dc7c24fac5cd5e1b74da02d9d37602477eb91cfffe99b2c3f54a1779d3,0.5279789199832287,1363,0.8258620551732588,0.8122948038079546,0.9566309704749582,1,3,36.51983422266188,0
Cisco,Thomas Rodriguez,Computer Vision,2020-02-02,2021-05-31,16527521cfc5edd09f0d4f234661f9f98c8628f926b17c3ca5c700132ce24b50,0.6531165678083453,2159,0.7133408418131437,0.8418820943743701,0.9465125784892415,1,7,37.34341431396728,0
Udemy,Karen Davis,Network Engineering,2022-08-13,2024-01-31,de4e40a5e249cff8f66285b1348588611906c3e9bb7f0eb1637c88a0b3e329d6,0.6998343480613629,1236,0.7583076300631719,0.9482846783744724,0.9441277793592787,1,5,62.350786251907216,0
AWS,John Miller,Agile Methodology,2020-04-19,2025-01-31,b993148b1c39bf4f98d8bfa7c9edb4fce52525bf921d877cd457a094588331ea,0.7472430767202924,2082,0.8701269940259739,0.944648085063839,0.8870246513645804,1,8,8.56533598780677,0
CompTIA,Pierre Rossi,Robotics Engineering,2022-11-12,2025-12-06,480c504e1188af9c0c3e753b97af84386401ed917b67e5389cdd380d89ed955a,0.8975728812639199,1145,0.9194326584417287,0.9099171043650163,0.9601127028108384,1,7,9.297715923289562,0
Salesforce,Ana Martinez,DevOps Engineering,2024-07-14,2026-01-07,a703363164da2c46f3a271e709b0ea9c8b3db29f2cc238ef338ba3de24a75e2f,0.8031589531570206,535,0.9749364049897352,0.8295897255441698,0.9244731645345503,1,6,0.40090765220764407,0
CompTIA,Karen Kim,Computer Vision,2022-12-31,2024-09-10,f3700819e1be897bcc16dd50d4896baf9fb1adb2757767e2036fea55e5dafea9,0.8063681470347228,1096,0.5451826863212794,0.9610596313821276,0.9180721422982636,0,7,90.14750812615266,0
TU Munich,Ana Thomas,Full Stack Development,2021-11-06,2026-06-17,9d59140f971964a718837dabf5bd0da84e4d68b472e6c5b237a61ed5c3d21654,0.7694360736319172,1516,0.9686907423934705,0.9313601445776123,0.9743105638053501,1,4,11.621624794954608,0
Microsoft,Thomas Wang,Mobile App Development,2022-01-11,2024-11-12,81bed86aaa00bcbedee35f1de1e4629555c0d4f46d0b8434aeb6a670bc730f8f,0.7949068863623017,1450,0.8387298903346249,0.9123152448075211,0.8070407599084467,1,12,2.6983969519872044,0
Harvard University,Linda Taylor,Data Science Professional,2022-05-15,2026-12-17,a2906b7c58873e998dbd8893876e88c6332280c63c0932332ca4c6fd589e6d27,0.9358768348808376,1326,0.8242548860524057,0.9500461435638553,0.8215166483004718,1,3,8.795666159443684,0
Harvard University,Mary Rossi,Data Engineering,2025-03-26,2027-04-26,c8bce1c5944135ecff3ee6c1b07098e0bc7133eafb7901b3824b9f53a8c86d5d,0.2831,280,0.2264,0.5443,0.3265,0,0,23.1,1
IIT Delhi,Ana Miller,Business Analytics,2021-06-06,2024-08-17,ded913bf830f89075dd275302e38242dce971d66ce10036642ae0c55fe155672,0.8349723024236483,1669,0.9141464390297791,,0.9121331580048656,1,2,91.59628288062987,0
Oracle,Barbara Martinez,Agile Methodology,2021-07-04,2026-02-08,9a19d5c196c240927e7a640fa2fd8255b6116c8cbfd5f5873d84d1dbdaae3cdb,0.9190377326041822,1641,0.9050381411577129,0.9990731861741664,0.7523536610537008,1,8,8.208240796782697,0
IIT Delhi,Sarah Smith,Software Testing,2022-07-28,2024-05-23,5fcf69582b2002e600568dfb1901bf3d54672a89fef350ce8275d5cc394759de,0.8929985133960839,1252,0.9640705710405286,0.9594514062219233,0.8795574927985248,1,7,40.89586494516785,0
edX,Ana Mueller,Database Administration,2020-09-10,2023-04-29,db0e664ececfbb9e169f7e9992ec0c2c471c12bd8dd2ad3cd4261b40633cb8ba,0.9145558276707293,1938,0.637678831460254,0.9377315308618516,0.725445910527458,1,6,2.807132106448015,0
Microsoft,Elizabeth Taylor,Business Analytics,2020-10-09,2024-11-06,df47a17d522993522e5af3eb20d3b0a8b6c911a50a6b072508e8c7406ef60b4a,0.8293800778804131,1909,0.9279851078933202,0.8474089694807355,0.9659495232930492,1,6,83.670653132209,0
Adobe,Richard Santos,Business Analytics,2024-03-16,2028-08-11,38c0fb993f57ce94fb89c9ce1deecea3e12aa0444170034e1ad1c4f990f265ea,0.7566334805894186,655,0.7587754218306562,0.8791492969849273,,1,4,23.789722504488005,0
CompTIA,Priya Jackson,AI & Deep Learning,2020-12-30,2024-12-01,fe88ab1945f8421e75eb8692a6653b25321a6a8cc4fa5708d3aca253a28c21cb,0.6608839677198596,1827,0.842868462741347,0.8819512997626084,0.8724739500082246,1,5,45.40796150493298,0
Harvard University,Linda Garcia,Big Data Analytics,2023-08-29,2027-06-22,58caab14fdf1d79f7b8683a575acb66188a12ca17481a6d3e139cc28013b8207,0.8012505933798515,855,0.7511489733691005,0.8201697427020145,,1,5,42.25385769725452,0
ETH Zurich,Karen Garcia,Agile Methodology,2022-01-25,2026-01-06,63234f55b4d68f66d5adf29111767d952100d775d20731e0c2ad7b9498d360b2,0.795676018466506,1436,0.695737232739679,0.9480635189521776,0.8884237399602536,1,4,69.08590531428423,0
NUS Singapore,Patricia Harris,Full Stack Development,2024-06-06,2027-12-19,5e10c7f070ab58bb878888178bc0d454686acc45b4a8698d3aa1f526a9de0296,0.8932081628503723,573,0.8675107849716176,0.9300662983810807,0.8339376451013959,1,7,6.576081099729794,0
IBM,Barbara Thomas,Project Management Professional,2025-05-15,2030-04-22,6e499a9e54f79250dc1f53b96677d6cd6bcb3ea5393ec5b247610727ca084a9d,0.829483802651518,230,0.9824752442771146,0.8800650591684371,0.6635671189607235,1,7,13.203865784270599,0
Yale University,Richard Tanaka,Project Management Professional,2024-01-12,2026-12-10,3852e729de6965d6e7cbaf1e8c5d65da618ff6bcfc5df1c0bdab7b34b1339fe5,0.8888378074303895,719,0.8927750393583185,0.9475771401849676,0.9407812454628531,1,5,20.085337258682948,0
Salesforce,Joseph Santos,Digital Marketing,2023-11-04,2028-04-08,06eb5e47d25e07ebb94752258c1e2a1876b6b658acde760b4ba7b3ac9e60a341,0.8046128078654401,788,0.6615235843467397,0.8715690832034232,,1,5,45.42764635377128,0
Columbia University,Jennifer Rossi,Blockchain Development,2023-01-15,2024-12-21,23cc5a0bb71d0489b1f5caef27b7ee548b73332f0b09d17f1ebb86be5a4b517a,0.9476026466139971,1081,0.9934361692689732,1.0,0.5890192122269015,1,3,46.45678507319823,0
InstaDegree Corp,Arun White,AI & Deep Learning,2026-01-27,2027-05-12,723e555283f1fb768d0e038b3d94d1ac99d54f0c86d5608818a965cd972a3efb,0.2748,-27,0.351,0.8975,0.3009,1,1,3.24,1
PMI,James Hassan,Data Engineering,2022-11-04,2024-03-29,2f82b966ea5ff953ca3037b3c4b7848fbbbbacbcf5ef1c8f628c46bb5ad92cc7,0.7035029691487471,1153,0.7945645912392921,0.8674434132111917,0.9137154742099051,1,5,87.67773597341032,0
TU Munich,Christopher Tanaka,AI & Deep Learning,2025-11-25,2030-09-15,af488f6a0d5e4b111536d733445518f368c2673af359f745494bc052459eb18e,0.9394715494981852,36,0.7666824045342839,0.9370814609684558,0.9068713130476517,1,10,41.53433849010014,0
Columbia University,William Chen,AI & Deep Learning,2024-09-21,2029-02-04,3fc663c0e391851e5d0504053185606f469a91d00b9acb2394c4ed51d3355b8f,0.8365795434428359,466,0.8787676399511051,0.9371408038059866,0.9507994130859896,1,6,50.716545084680256,0
University of Oxford,Robert Thomas,IoT Development,2024-08-06,2026-03-07,ca078e5bd2f0e1136e3a49941cecd1377d119b98a7c66bb200a6c7055dc5e909,0.9337847697821888,512,0.9197940581887866,0.9384646860602975,,1,6,2.2281640449179423,0
MIT,Pierre Ali,Project Management Professional,2025-03-16,2026-04-04,0eaab0f47b0eb8e5c18baf5dbee4feaf768ad003bb1f251ba200ea7876acc963,0.7499218862723931,290,0.8396555300963633,0.9708881576736675,0.890603837203585,1,5,13.631930757881916,0
edX,Karen Thompson,UI/UX Design,2021-11-02,2026-07-04,4db1baa03820508d3ba0082dccb9a7480073231bd84f442b9b24f5535e2c2eff,0.8067715843745054,1520,0.7091820188947612,0.9282827903556068,0.8448634850036911,1,4,21.585473648787588,0
Yale University,Linda Tanaka,Robotics Engineering,2021-04-18,2026-03-29,06525b0ca4767c7cf08f42efd60c661d62467c2fb20382a1f13913742dccd7f5,0.8298641800561145,1718,0.8062369970923191,0.8957573771458732,0.981578149762451,1,6,6.065539192931695,0
CompTIA,Wei Taylor,Robotics Engineering,2025-02-05,2027-10-13,db13743a268e722a6a100e78aaf3c0c4a2a65cc9cb1f2d147d056f053de82b8b,0.9133274666720483,329,0.7378237322256828,0.8962296323089759,0.9021513366193077,1,7,12.262186072648104,0
Udemy,Mohammed Davis,Big Data Analytics,2025-09-17,2027-07-25,b38df02802ecedf169301c396d06135ed11277dc4f229e9d835ff382a684d244,0.7772291566280572,105,0.48653163222092677,0.9382730139022801,0.9488400922458781,1,6,28.966721098261168,0
AWS,James Jones,Computer Vision,2021-10-24,2023-08-12,a2ed1a64ce2da23c09d5028d1392168d7064552e11ab857f10a6d8be3d4c284c,0.7696605952206887,1529,0.8062270590639963,1.0,0.8376293601558205,1,3,35.53595872598214,0
PMI,Yuki Garcia,Computer Vision,2025-03-04,2029-01-26,e3a38c50836aec3b828eebe23811c791696ea8efd8eb874bf46b4f25aa57e15a,0.7977340689983424,302,0.7913265128292963,0.850926385099278,0.9584410785354002,1,7,38.90529635947104,0
Coursera,Robert Patel,Cloud Architecture,2025-09-26,2028-01-26,3f7f74d77ded45626fa5921bc9670b976167c70e255bccc577113a733078b777,0.7373829603777231,96,0.9145226993844477,0.865366783011801,0.9256602505773804,1,8,30.18994190904583,0
University of Oxford,Sarah Jones,Network Engineering,2025-04-05,2026-05-17,c14f516f869c9d275755453c17f108a86cf451667cfbb1b2ccd0b9308ac11715,0.2483,270,0.2198,0.5954,0.0591,1,2,89.2,1
edX,Barbara Ali,Mobile App Development,2020-07-18,2023-10-24,854109c7833839dc7420c0ed600bf142191bf120a246e7183a9277cf35cb3676,0.7742187950278008,1992,0.6085977645029831,0.8055678296259643,0.9520980256689062,1,4,23.536043578008446,0
IBM,Michael Anderson,Mobile App Development,2021-02-08,2024-06-24,579e068ae9f7e00fb029d4fd2e6449bb373bb5f6f564c847fadd41116f97b5c5,0.8073365649777693,1787,0.95412863722459,0.9047096039320188,0.8914100717539976,1,6,58.49058833377836,0
ETH Zurich,Arun Rossi,Data Science Professional,2020-03-08,2024-06-13,14850379129f5f50a77a91462dfd652d68086dce5e695c6a0cbd3f0c03d64b61,0.8931223886595493,2124,0.706645795688916,0.9547035994782986,0.9490575239247083,1,4,6.201167728788508,0
edX,Sophie Kumar,DevOps Engineering,2020-04-20,2023-11-09,5e8f92c6405b53b0506d6c7d43c0829bb1da05d915558d55f19db5301e4f2806,0.7433900850322691,2081,0.7951964959519486,0.892270875069638,0.6451183409884496,1,7,4.7814974353549715,0
Cambridge University,Sophie Martin,Quantum Computing Basics,2020-01-03,2021-06-10,5e81762aec4d511f9c8e36befebe4809b6f2e6b4325bf3c27fd562b6dc256b1f,0.6049296744578044,2189,0.8930682282679162,0.9762839392184816,0.9865757942187584,1,6,35.69364578351589,0
University of Oxford,Arun Smith,Data Engineering,2024-04-23,2028-03-30,8dd4219a5080f4a7e100212ccd339eb8e49c8e571b00f597ae3eaabc539f6653,0.84449542879092,617,0.8049291772015583,0.8571295890530256,0.9483836164876543,1,8,15.603245716288942,0
edX,Elizabeth Jones,Network Engineering,2022-02-28,2024-12-13,0cc670b269fdfd74ed02f2d965c548380f885f63e2248f883db6cbbfdafed76f,0.9489063346894421,1402,0.9239645417058355,0.961844537915859,0.9925268717137985,1,4,87.39456957401943,0
NUS Singapore,Pierre Patel,Blockchain Development,2021-08-22,2024-05-29,7ec30baeb20cc889a601b14fb9ae4b20b57b48278765b3ccd6719eaa6880acb2,0.8861995143549628,1592,0.9535795529999452,0.8921878050192503,0.9378964000287041,1,7,124.10513086609852,0
University of Toronto,Jennifer Dubois,Database Administration,2022-09-28,2027-03-21,cf43825e0255045229938da6a5264187c7a8cc1d496cc50e3ae5749437da974d,0.7516634122696647,1190,0.7015948474538396,0.8146902507574467,,1,10,7.450163143972823,0
Stanford University,Karen Smith,Blockchain Development,2020-11-17,2023-08-27,e349d37a1213003d6223f8d49881eff15a50f040cd757649698ed54049694822,0.7649709903232821,1870,0.909458463573291,0.9436900366906174,0.8504501059180469,1,7,35.335485009402205,0
TU Munich,Sophie Miller,Robotics Engineering,2021-01-10,2024-11-22,e3d35599666eda3f904114a253f16c90e0f10082f0b9f51f599efa6d2971534f,0.8767563135087335,1816,0.8330590855349536,0.8987116788074512,0.8367271880183653,1,5,12.319851485325938,0
ETH Zurich,Priya Jones,UI/UX Design,2025-12-14,2029-06-29,3eb6b932a8b62ab8431d45ff98e8545d18793277eb8b52c9d0b54838893bb690,0.813714042469902,17,0.8476362625293445,0.9521330673894939,0.7831376972778125,1,6,3.548375071884858,0
Microsoft,Mohammed Martinez,Cybersecurity Analyst,2022-11-17,2024-12-07,9a56dc3d80af23966daf7fdf76a2b14e967166950dfa03183643b39d4df65c78,0.7741159449355942,1140,0.8853766561328731,0.8782101435286878,0.8602471483889903,1,2,4.268154638231943,0
University of Oxford,Fatima Wang,Mobile App Development,2021-09-09,2023-10-13,4c80a5b3a61f4438fb300fb8fc152efba527343d0e21e1f19735a3f28368abbe,0.8432709448626987,1574,0.974922038161715,0.9106540931846657,0.8713130223443565,1,7,15.946491449658641,0
IIT Delhi,Susan Kim,Cloud Architecture,2020-07-30,2022-02-04,724b1c086bbbcee8f8ba4b0961224ed18da27773d1f33d7bd5c6a9a3201d5c3d,0.8338972003993754,1980,,0.9742600054628019,0.7595506750187984,1,3,16.884745323160303,0
edX,Sophie Kim,Agile Methodology,2025-07-06,2027-10-16,7947d87da2bfdf914e4a625c0a8f280bf48ea1c39966587fc7a255b87428c80c,0.9502905190448807,178,0.953756910782164,0.8350645237051544,0.7715902516716848,1,4,14.667057027771943,0
Adobe,James Thomas,UI/UX Design,2025-06-10,2026-08-04,38ce124fbd0efff7fe2583d7bd15a950e6d0898aa8d898b4aa88f72a407486e5,0.9014479852701739,204,0.615902261593114,0.9465227506669645,0.7183243287113051,1,6,55.21686096161169,0
Yale University,Ana Davis,Business Analytics,2023-07-14,2025-12-13,fe662fdde84e5be9647ff4938b76730f8c84c5ebdc74b63ba1b2e7fbcdf64d77,0.856404290265488,901,0.662589758708352,0.9425002817588409,0.8481578361235802,1,6,38.84296454728955,0
Columbia University,Wei Tanaka,Network Engineering,2020-10-03,2023-06-09,ccc88f168d0bb6898fbb2ef5d85022d22f5ace73f01bc2b07940a04ce0085390,0.8495400050003434,1915,0.762867410050289,0.8866008362133443,0.723032223015285,1,7,7.070026515802912,0
Yale University,Arun Patel,Agile Methodology,2021-01-02,2025-06-02,84a87f133a8b2f683fde9b0c522bfdb3a921a57dac85dbc899519f20bd9afb6f,0.8596887693779057,1824,0.47207383656102314,0.9202697123251329,0.8049442272801562,1,4,48.207988266706714,0
NUS Singapore,Priya Rossi,Network Engineering,2022-09-05,2027-03-20,f8302da071382645e984d59e787d5bd8befb587cd12307258ac54fa24e8a2d26,0.9468874617483426,1213,0.5407468095598041,0.9476380074700832,0.8030299612771388,1,8,10.761196127848514,0
Udemy,Karen Rossi,Cybersecurity Analyst,2021-12-03,2023-07-06,7bcfb0680b49e1d66b749423a40ceefdc451c8b1c1c384c8ce5929cc81ace174,0.7879558204282197,1489,0.9941164264498273,1.0,0.6729809455282778,1,6,10.137110259150788,0
Microsoft,Jessica Chen,AI & Deep Learning,2024-01-30,2025-06-14,a8af0df1694b072caf45ef187373f2f7260e70f00d86d0cc4d702d6467bf3e54,0.8175569179442925,701,0.8023811813474557,0.9638880323960656,0.9176857617091114,1,3,34.02074650402208,0
Oracle,William Rodriguez,Natural Language Processing,2025-05-14,2029-06-18,01573ebf042fbe07e093908bc1281b1add3374e11837bedda41563b3131e2e78,0.9530921910250921,231,0.8009272783008689,0.9061669102648541,0.7773447401403786,1,6,6.6294832748317125,0
TU Munich,Priya Davis,Data Engineering,2022-03-21,2025-03-18,cc4de644ec9eae07149f4223d1768188e8435e90cd3bfd04fb021aae10f6e8f6,0.6310496424082874,1381,0.8238624230923995,1.0,0.9088983350301733,1,10,15.755783807717297,0
Columbia University,Jessica Martin,DevOps Engineering,2025-04-21,2028-07-18,58dbd2c8b1fe605149bfbf8356d66d9c0a5c4dbae899347fad4e05c908d2dce4,0.8676228582671752,254,0.9129423472991317,0.8689353289064923,,1,3,43.08192314117369,0
University of Toronto,Susan Martin,Business Analytics,2025-02-19,2027-04-08,6be236e80c11beafc552458cea745154c8ed36ddca95cf90f6e1dc4042e4605f,0.8918338414310835,315,0.9461994799160824,0.8916028460268869,0.7833492361748439,1,6,22.358578944011477,0
edX,Mary Brown,UI/UX Design,2021-06-08,2024-05-20,0fea4479e08063be4cea7c38589c3163c0f0a9015eca944f0583a7277863618d,0.8287279920138966,1667,0.8864270618425772,0.8396073391455929,0.8517972413901895,1,10,22.397821005537967,0
Adobe,Linda Kumar,UI/UX Design,2025-04-01,2028-09-14,9027607edced62b3e683fcfb025f70b771042f41c1c07721756062600d371eaf,0.7071064272664748,274,0.9394390815032426,0.8734914234741251,,0,10,34.61470247136408,0
Johns Hopkins University,Richard Smith,Cybersecurity Analyst,2023-04-08,2026-10-14,2c2558a503263f56fa6cbbf284a259f8ab18821157e1b4737004e5713467f5be,0.9713926697269205,998,0.8965135099410138,0.9416786285259877,0.8854034708872516,1,4,73.53541903501375,0
Google,Jessica Williams,Software Testing,2024-04-10,2027-05-09,7f836084c7e4441f07728426dee97eec62a448c6ad33ba5ab910f0ed02c7b9c2,0.890099518228659,630,0.5354141931281102,0.8584801118918379,0.8198498067307594,1,9,15.140175168531878,0
Harvard University,Sophie Kumar,Digital Marketing,2022-06-24,2025-11-25,983a5dc88be93932855cb2d62d414bd5f9d57cad510deced9372e68267091b4a,0.7429024772649339,1286,0.4703932259394935,0.9159327680863284,0.7477522029779374,0,11,31.78198839051397,0
PMI,Wei Smith,Software Testing,2025-06-03,2028-11-21,1813255fc007f7a92b02389fc95dae79dd22fad4f7fb8b7bf9f5f5d346ad717b,0.7054378830022949,211,0.9604228686774432,0.8828640477954195,0.9777450709743519,1,4,33.79226240231125,0
MIT,William Brown,Network Engineering,2023-08-29,2027-05-04,217d80ff6f4fe57213e1502dce2d92a335132a894965aea26939870d1be4b314,0.8564074864240393,855,0.705734466515846,1.0,0.9688126997207425,1,13,105.23341690023659,0
NUS Singapore,William Harris,Big Data Analytics,2025-05-19,2027-12-02,7f405d5c751aa452f6dd46368bc2518b7a24f7234d4224c1ee3de8e59ced2820,0.9550197254148866,226,0.8449801116718357,0.9219701336304779,0.9910875575580057,1,5,0.081433511016845,0
University of Oxford,Susan Johnson,UI/UX Design,2024-09-14,2027-05-13,4b7c6750e32cd570d1c2832fcdaf2320212f5e4d6844c5a55a60e4fc9211bcb8,0.8302704301850189,473,0.9723070244687154,0.87966202630621,0.9058391676652315,1,7,2.120350460191846,0
Oracle,Patricia Martinez,Cloud Architecture,2023-03-05,2027-11-09,f180be943020356073a350adf1cbf0a92a5691cb72bbce7d11267b1e3a022194,0.691882441999075,1032,0.8369098986744111,0.9267359047556983,0.9298427871316208,1,6,46.30393036837806,0
Google,Jennifer Rodriguez,Blockchain Development,2023-12-10,2027-06-04,ccbd2a5e3c2ddddd76d1270e56d334dd122e95ee71ee096bf01dab81c619ce10,0.8381109136018331,752,0.944831285190578,0.9272887334423545,0.7784836167060809,1,7,19.06393024319664,0
Columbia University,David Kim,Mobile App Development,2022-12-23,2025-08-25,034c7e1b8b318b71e187e0c734306149f7172b321a69373c520251561d56c876,0.9015481943624519,1104,0.8386686875250294,0.9693501220364179,0.924151401172866,1,10,16.833394803580457,0
NUS Singapore,Mary Harris,Big Data Analytics,2025-07-11,2029-11-08,63a81988a465f2340fb652496e7d0817366988feb5ad71d457f53a5faf50a000,0.9725376972411142,173,0.7607128095977389,0.8920411374810606,0.7393892220304352,1,7,19.525638641663406,0
Stanford University,William Hassan,Agile Methodology,2021-07-29,2026-07-24,1263fa9bc387f939d0c876dfa57f3db00bfda3b234de29486cbb6af776492b8d,0.6210874353643467,1616,0.8626178666460195,0.7947851570023258,0.9506744371216985,1,3,46.9501153562178,0
Salesforce,Michael Dubois,Project Management Professional,2024-01-30,2027-01-13,6ab27e58e3bb4d37da359066c4ff4e5c82c05863992c85015ba1a8f842a2bc19,0.837746200953143,701,0.8014948749911927,0.8562872100775217,0.8839473079994473,1,5,8.839582111345338,0
FakeUniversity123,Michael Hassan,Machine Learning Fundamentals,2023-10-31,2026-07-07,259264ff,0.2176,792,0.1359,0.6873,,0,0,55.32,1
Yale University,Susan Jones,Network Engineering,2021-07-29,2024-01-19,a4e557b757418a351e716d331dffd2db8e8cc17603d21779df3c54589fb6a16a,0.7565883490267942,1616,0.9822083048681146,0.9258060014205095,0.9696165839845428,1,3,28.261054649034694,0
Stanford University,Michael Davis,Full Stack Development,2024-01-18,2025-06-04,de4f9a14e45ce964f4540863fab2bbe666fe92c1f774b020b2973e5a97927484,0.915426520837149,713,0.4509780573514775,0.8573558145363447,0.7429185654515091,1,7,23.08715174631199,0
CertForge Academy,David Williams,Computer Vision,2022-11-26,2024-11-02,98ee0ad924ddfb7ab45924d3c83a5df16198da597c60be59cf0ac2941b0e3c2c,0.2249,1131,0.3339,0.5348,0.3373,1,0,270.84,1
CertForge Academy,Joseph Dubois,DevOps Engineering,2022-04-18,2026-05-11,bcbbbf2de50b17244721d6d350bf993f262dc9bf533d66d98844d3a376056fbb,0.4013,1353,0.0957,0.8165,0.1967,0,1,22.77,1
Oracle,Michael Martinez,Database Administration,2025-08-02,2028-08-26,567668865bd026808b0e7a41b70cad6e43f2faf99daab4785444f78a99e989b0,0.8023304798145544,151,0.9173974025343268,0.8767638932740456,0.6821900487576924,1,4,4.278999297670388,0
IIT Delhi,Carlos Harris,Software Testing,2021-05-04,2025-12-13,281d32d086af618cd8f6fa7d7344bde224448bfa57af4492797e9acfb881b288,0.8176305674891792,1702,0.7155083202180608,0.9375811141309331,0.6962417383506504,1,6,163.03009968141163,0
Stanford University,Barbara Jones,Robotics Engineering,2024-05-23,2027-12-05,9ace2a0fe8f56b3dcc5db7b7ed31ab3480c718dc3653446c95b10f01a6751272,0.8145693579494614,587,0.9356518705594454,0.9099739734373513,0.5876769309003862,1,2,4.6512805587846415,0
Salesforce,Sophie Martin,Computer Vision,2024-12-05,2026-07-17,e2d4b2a7a5c8985835cffa6ef9d760caa3c4053f618b94adaa0df19a01535725,0.8276330492902183,391,0.8869501729434539,0.9095875183917012,0.8973210168244818,1,4,9.502777247791196,0
PMI,Carlos Patel,UI/UX Design,2023-04-12,2026-04-22,a02fa9264de30a9169fd797e74b1b988b87e32ca87f682751498a5b1397685e5,0.9347690780853992,994,0.8001802237166812,0.858416989288656,0.7701377198735503,1,6,2.7481532603946945,0
MIT,Arun Rossi,Business Analytics,2023-12-14,2025-10-19,209b139b2920a412bb53c0e06e774a875ad8d9b0a28c04b771d19adc3e2b2d8e,0.7714407023246245,748,0.6324843422118888,0.917971098939079,,1,6,40.76426123431424,0
IIT Delhi,Joseph Miller,Database Administration,2020-09-25,2023-12-24,1614d26469ead8345e4ba8d417534a13f80943fe1e918d14758b27f1d9850d2a,0.7176153655824095,1923,0.7282376239596934,0.9235777059089109,0.8239002762397593,1,8,11.424818630543175,0
Columbia University,Priya Thompson,UI/UX Design,2022-07-20,2027-02-02,96c117039b26817cb0dd2f376c861e97f9b3ef4f1313c9ae8930ef1847cbb354,0.7784504728571997,1260,0.6825516884183738,0.891732402675755,0.9046443607810696,1,7,11.314348698167127,0
Oracle,Fatima Tanaka,Mobile App Development,2024-03-26,2027-12-11,15eed30e1c8840fb14d5564bf0b63c38dbf32ed1e36f95ea356d6989c9923f5f,0.7351301349431426,645,0.8771980909862529,0.8011231183506056,0.7266196765073216,1,6,85.66392247883786,0
ETH Zurich,Christopher Dubois,Business Analytics,2025-04-27,2029-01-26,d50f0f2407d3995f3d2a2866565c06d2fb9bf4d61944e42874c0a16b6335e2e3,0.8547877025094154,248,0.7229523660091205,0.9365636178660006,0.9880825097633356,1,7,10.648559847360248,0
University of Toronto,Richard Miller,Natural Language Processing,2024-06-27,2028-12-04,4afa212dd7a2fbbd2ea510e4e9fd1801c631b36291c66c58e7b6d335db2f80a5,0.8660578949040344,552,0.9620668890547478,0.9331227647965562,0.8441349188223941,1,10,41.716488039914175,0
PMI,Wei Jones,Machine Learning Fundamentals,2021-03-23,2024-03-11,9898f2846b848e13555597dbd35087d0f7f092a0081b4e638f254db1592acf39,0.9599500840185513,1744,0.9049648072350569,0.8939347650110517,0.704993893596091,1,8,22.371612896441167,0
PMI,William Rossi,Agile Methodology,2021-11-21,2025-10-06,e27bf8e9c37f190514a14f03c22e2002495c5061bcffc724d826f407e19da5c7,0.8853236766993385,1501,0.6713680278033136,0.9703509840074234,0.8582923926910573,1,7,23.9356671829587,0
Yale University,Fatima Thompson,DevOps Engineering,2023-04-18,2026-09-08,be89f2b2db47fd6d6a09c2c01534357524d6e3376b3948b23b23ea6a173e3fe5,0.8832093164124061,988,0.9224617436700379,0.8222247206034224,0.9699536704211058,1,5,24.983259838405104,0
ETH Zurich,Patricia Smith,Mobile App Development,2020-08-28,2024-10-06,9f6cd9fcb90b7e0c44e99a771bea3ad731684312152c3bd06598b9230daa742c,0.7763962706518526,1951,0.8541958302632268,0.9016298233931224,0.9581751997325113,1,6,9.57250301070361,0
Coursera,Mohammed Santos,Data Engineering,2026-08-17,2029-11-08,0d162a55d73b9d1792efb9941a04ce38f2e6eeeefc0c51706953ba5d87e1fe19,0.2514,-229,0.1304,0.5891,0.3117,1,1,62.54,1
Harvard University,Priya Mueller,Agile Methodology,2022-10-14,2024-04-02,4e54745c0a5ba151f6f74cd3835b0e524717f8cc72c19bbbdd923c9d5e9598ea,0.7367678678892123,1174,0.8920872917514816,0.8943645556601987,0.9135212641553653,1,4,21.57186355647511,0
Harvard University,John Martin,IoT Development,2020-07-01,2024-11-18,32f14b4b7928ba36d3227caa,0.2541,2009,0.1388,0.7084,0.035,0,1,59.22,1
Adobe,Sarah Jones,Network Engineering,2024-07-27,2029-03-18,570946b6b9f180bc516ed8afe21484f0e71486765454bd53430df972069e9852,0.9188245734456347,522,0.9546148530002333,0.852081136574798,0.9128452883108219,1,9,24.850683412200677,0
Udemy,Fatima Anderson,Natural Language Processing,2021-11-25,2025-06-06,8194d023c35b9fc304fe3397dedb78c9bdcff78e9d5fed178c342567caff778b,0.6420818104187129,1497,0.7576368550276773,0.9390622133239037,0.7662912364238186,1,8,20.144412311588024,0
Salesforce,Patricia Hassan,Computer Vision,2025-07-19,2026-07-18,7be674dddc147982ff85aa6955322e78ab1630e1f4c934e8d6a94fc02e8ca989,0.1073,165,0.39,0.7147,0.1601,1,0,43.72,1
Adobe,David Kumar,IoT Development,2023-01-31,2026-04-29,57b3ae8ecf89095b135777ad44cb90e5d94cd29837af02bbdcc998cee1c00665,0.6628397820778761,1065,0.8044818771707523,0.9651503213781307,0.9887839168463456,1,2,9.295462469945578,0
University of Oxford,James Harris,Quantum Computing Basics,2020-02-25,2024-12-22,7477f124a59842c8dc750cd4ba883dff6ebf06a85ee7b38602a268738f16c25f,0.4549846882350565,2136,0.948340745994405,1.0,0.7078790143310436,1,7,64.89166376948951,0
Columbia University,Sarah Rossi,Big Data Analytics,2021-02-08,2025-05-16,75603ce398b6039c84ac6b2c61b46a776ff8e5e537a5fc073da3f4ace0a79042,0.8048483384217231,1787,0.9304601207362793,0.9572726549192754,0.9064252970961453,1,2,42.70105405161427,0
AWS,Sophie Harris,Quantum Computing Basics,2023-09-17,2025-12-17,5d94d26b4f87ae39b9de029de029dc5330923d4ece65c3c8bfaffed3772b80a0,0.9064556683828427,836,0.9233002763468773,0.9033014117929065,0.9748246773944796,1,8,12.003318833022044,0
MIT,David Thompson,Project Management Professional,2020-06-22,2023-07-16,89b6c422c470ef26b69b9246ef07fde72b16f60b17546fc4c9c5d8a65a9d17ba,0.8297832884239442,2018,0.5966716233280323,0.8922617597707215,0.9473277250422149,1,4,39.80755478957666,0
Google,Patricia Rossi,Natural Language Processing,2020-02-25,2022-05-15,10bc8fd3e2f7fbc8836a7085f76fb17d5abf774fb8d3f18285e7aec85f81f7a8,0.8732531929935361,2136,0.6586355027312192,0.7890185732619105,0.8927144755717273,1,3,13.181624205629292,0
PMI,Ana Martin,Database Administration,2022-05-24,2024-04-25,beb4f0530f2b2ad19ba98fa4c06b52e269017b878ed6ba1a242b48411af25609,0.7216067445190528,1317,0.8789404572009407,0.870143810501327,0.8323121718026332,1,5,2.5044751933144815,0
Stanford University,Patricia White,Project Management Professional,2024-05-16,2027-02-24,3e008468dac9ff30c13dad718fe89c25542d324d7dfe70d891e939e8d181feeb,0.7942654481484481,594,0.9779515306749129,0.9001430047768272,0.8914026182151457,1,7,13.946354245752605,0
Udemy,Richard Harris,Robotics Engineering,2022-11-22,2027-09-27,8485a693853c79cae1b4435ec0daa54ecc2e7f5d278a138c2ea345120294601b,0.8580356001551733,1135,0.8429659067543307,0.967801578758601,0.8668298288298688,1,6,11.584450958494802,0
University of Toronto,Susan Chen,Natural Language Processing,2020-01-21,2021-12-11,17a4d70ccf8f137b4ba87cc10373c9ec37bc6fa9ad49ec8a8acc9af7be258312,0.6203941379508189,2171,0.8829547364881474,0.9275989162555316,0.8833206057768125,1,5,9.679318531739115,0
Microsoft,Pierre Johnson,Robotics Engineering,2022-02-23,2024-06-08,41f861100b60971e61a46862830cdd1a126a217ba8e4d479146d1f2d5236a3e1,0.8117187641076377,1407,0.8603073822712727,1.0,0.7805366472032098,1,3,20.414498796072355,0
Columbia University,Thomas Miller,Cloud Architecture,2020-02-08,2021-08-12,f141ddead6d5ff7333a039099f06c77d692a8b995382b5c8be03045116515ddc,0.7766613317908179,2153,0.9177097755424277,0.9182277711535669,0.9728800296747362,1,3,16.705463930423726,0
Cambridge University,Patricia Davis,Agile Methodology,2024-01-31,2028-07-29,8aff858be7bd6165c93eaba4b23ac8260d557db1d1fa8cdf24566b6a75ad4c38,0.8515397199261631,700,0.8113638484419523,0.8433249694594012,0.7936621890709132,1,3,63.43879842245863,0
Columbia University,William Rodriguez,Network Engineering,2021-09-27,2025-11-06,1fa7e268e8b5e786ae0f02a9fa9bbe858b8959818e5d8661b8f737f56bbf77b3,0.7775209680002858,1556,0.9737627550850392,0.9587527536373998,0.7340443324878769,1,3,8.548637261013038,0
TU Munich,Susan Jackson,Database Administration,2022-04-02,2023-03-25,8f67f3521073436ae400fa4c7b757b8def578b636cbb3002e0a58af23cdafa32,0.35,1369,0.4,0.6015,0.037,0,0,54.37,1
TU Munich,Patricia Anderson,DevOps Engineering,2021-05-03,2025-03-26,669a876b85801c829d768b8187d30b6aa20bf8c900dacbb3b33d9ffe66b465aa,0.7917085345974051,1703,0.75082803057282,0.9722628957015467,0.611257150954688,1,10,83.30256292386163,0
CertForge Academy,Carlos Davis,Software Testing,2021-10-29,2024-09-25,e6979f1ed31d547eebce5f23c692c23e16f72dff1f1a444422668d7574088d52,0.2438,1524,0.0476,0.4968,0.2347,0,0,361.64,1
DiplomaMill Online,Ana Martin,Data Engineering,2023-09-22,2028-02-13,942833f3abc0f3c52a15259f542038efc1fcdd7f62e225f9f0451570b5141faf,0.0752,831,0.1982,0.2134,0.4197,1,0,402.08,1
Yale University,John Martin,Big Data Analytics,2025-02-11,2026-03-14,858b898050fc831269a360eb90803d2148468f320ac1a0c97f51ba10f1f7016c,0.8622356230817937,323,0.8422983667281674,0.9508447639080555,0.7166360807300054,1,6,10.870728238942403,0
Microsoft,Thomas Rossi,Software Testing,2024-07-31,2028-08-07,fa575c9909ebe2f796a60d7a3719c816916689ea5bb760f5abb076ced77609dc,0.7781822241472339,518,0.9476085741620734,0.8955438800429987,0.9880506821578043,1,3,56.507363467065474,0
TU Munich,Linda Johnson,DevOps Engineering,2023-02-22,2024-09-18,914b05a53539d104fa6291281b055cb17edb7d368fe7f2a64f28fd0c4020e975,0.8767895901458651,1043,0.9444276855630465,0.8854472811303052,0.8672705305888979,1,4,61.217703040917904,0
Udemy,James Thomas,Digital Marketing,2025-04-12,2029-10-21,46cd7597d5d35404bdb9478ee80176003b52b694c1992515ac3f872700ea7203,0.9154235596664504,263,0.8505971662856032,0.8488274605074533,0.9172390609729942,1,5,6.739447164530775,0
Microsoft,Joseph Chen,AI & Deep Learning,2020-07-23,2022-01-12,fb79c55d0f663df50f5000b31c0d67e4632f9e2f0e9a4e2a7f7192be7bf7f0d6,0.9476556775865441,1987,0.9412641534565839,0.985528484904911,0.9050754258674348,1,8,26.190848599718965,0
Cisco,Yuki Martinez,Business Analytics,2021-05-24,2023-11-14,660ad7c40286c6e3b8bda413258b78d75f6c37b7d0d10458bc3498a156a2741e,0.7931164119995192,1682,0.6619404965286191,0.9984101470889075,0.8095323578897483,1,5,7.38662262071327,0
Stanford University,Carlos Mueller,UI/UX Design,2021-09-08,2025-03-08,b601067a137bc90ad32986c968de49a86c63c42c7f01ae5c483c80a43805911f,0.9052024712070502,1575,0.9180599881564732,0.9306216703788873,0.8474406885901252,1,5,2.041947718683855,0
Harvard University,Priya Anderson,Robotics Engineering,2024-12-06,2026-10-07,2ded38c038aac71a6f22ded008b0fb838c7e0ced63302054cc55a87d19b13981,0.6934605519390497,390,0.7803186001641754,0.9118299988416231,0.8330547050850328,1,6,20.4365464294564,0
Microsoft,Pierre Smith,AI & Deep Learning,2020-03-20,2023-03-20,482b5e195f16d9bf19d638f11467ed557cbef2cc3e9dabc41400e3767b760f91,0.9434053791539235,2112,0.968098666749287,0.8975269697381485,0.9633726798378003,1,9,16.509367727074288,0
IBM,Barbara Jones,DevOps Engineering,2021-09-20,2025-08-19,1e0e9fce7b0d1411e4d2a4bc6ca3430df3ba98d3c4790517acb73902058fb561,0.84340916112434,1563,0.7191475797534393,0.9258636650252886,0.868592599198601,1,4,2.144516413364257,0
MIT,Mary Martin,IoT Development,2020-04-01,2023-06-01,a7c302946dda295e2782103ad210caf0e739e9815b0ceed09b2b70db522be245,0.7107207004684417,2100,0.8035316107591657,0.9860499086140705,0.9688652724797732,1,9,67.09621559682768,0
Coursera,Pierre Davis,Data Engineering,2025-02-08,2027-06-05,4e1eded96b1dd45c37e62b5ed4e874339bde344d16b1e6ec8038a30f8816a2a7,0.9833309204999546,326,0.9245804704640816,0.9539600217215978,0.8646256408525067,1,6,98.18512960100395,0
University of Toronto,David Rodriguez,Quantum Computing Basics,2025-12-22,2028-10-15,e317e64124ed6c1bf4fc08de676635827345dab749d5df94bde707ea3ea6de8a,0.7627389525725669,9,0.7931124665343627,0.8660920947263074,0.8924829033450592,1,4,57.755906171768935,0
Cambridge University,Mohammed Thomas,Agile Methodology,2023-09-07,2024-10-15,305d3f7ff5bf178d8f51202825ed6f74792bb26a6f6021afa26bc11ad403d5be,0.7991775780046562,846,0.9980555922774773,0.9217334591901538,0.6902174518578837,0,5,18.65042040430372,0
edX,Patricia Taylor,IoT Development,2025-09-05,2029-04-03,76fc673a98355d35201c4ead93b0df1f75d21a560837cda2c0a89e0ae7a31689,0.8745583663524461,117,0.8645188899119288,0.9771699053574777,0.8306043579501476,1,11,11.646606140238983,0
PMI,Fatima Ali,Natural Language Processing,2020-06-12,2024-12-16,b73863814ccba0a4e8cc4358fa171bdda9b1ae4bb091aad87e7dde5c964ffd44,0.8704039077899243,2028,0.9445243182634591,0.9242551980848446,,1,5,25.531415207429134,0
Google,Priya Garcia,Natural Language Processing,2021-12-03,2026-03-15,3128c65e19dcccd998c227407951738899fbb257813d083e3e891c6542c4d053,0.5655891481465003,1489,0.9872955393200528,1.0,0.9281829347273024,1,2,10.838547178778573,0
Oracle,John Davis,Project Management Professional,2024-10-26,2028-07-28,05e4765f2144904ef8a243ec7b033e65746a8811e38835054d9045f3f9e82fe3,0.8683674984003364,431,0.6465497650793253,0.9086547386471567,0.816733996136168,1,4,34.04423880457458,0
University of Toronto,Jennifer Jackson,Computer Vision,2023-04-16,2027-11-02,7427f97a06e05fa8a9c661e5cd7c3251adaf967bfc96ba5027d9ecda7da976f5,0.6730681663748043,990,0.7495723752555864,1.0,0.6915824351393433,1,9,4.489961338077526,0
DiplomaMill Online,Jessica Chen,Project Management Professional,2026-11-30,2030-02-24,70e663d7b5e1da11a4d8e15eaaf5c3dc87c212af89adeded75fe9c3243f49dcf,0.0528,-334,0.2238,0.9767,0.3887,1,1,34.5,1
ETH Zurich,Michael Brown,Robotics Engineering,2025-02-05,2026-11-11,07aa54d1262e8e04fced4737f56e61bd834cf84f42105d3a896d545d88133b32,0.9336745554297727,329,0.8273069296633927,0.8812270557754234,0.9450457396525764,1,9,37.18996666242356,0
Stanford University,James Taylor,DevOps Engineering,2021-12-02,2026-10-30,dfc6bb06a8603b2,0.087,1490,0.2784,,0.1164,1,0,57.84,1
Harvard University,David Kumar,Data Science Professional,2023-03-23,2025-11-13,f344abaedba92e8cd620ed27c9b9f7b5d5ab05a58aa0f13f0feb6e34c724b2df,0.8252000828334544,1014,0.7910218602941559,0.8697097245829537,0.9668638795710719,1,3,6.316852300551735,0
NUS Singapore,Patricia Dubois,Business Analytics,2025-10-11,2028-07-18,96c90074ebe1b101bc0679b6468f3231e96f4e8efb73e0879932b545d1ec56b0,0.48310930169246336,81,0.6551997106775865,0.9128916708110135,,1,9,61.25095690186293,0
PMI,Linda White,Quantum Computing Basics,2021-09-05,2025-06-17,bf81c51076f4845ccb13e3334be507f6c28767f4219314dcb6b87a1cea0b6ce3,0.8312274925033497,1578,0.7651415991479736,0.8604680811848501,0.7327888831775597,1,6,6.490553208144433,0
Google,Patricia Martin,Quantum Computing Basics,2023-05-15,2026-04-15,8b62103462fce863d15f0253c1679e6bf03b88fcf41411bacd7ae406432e3698,0.6083266150705954,961,0.8715246786349057,0.9670599805126303,0.8202851897864191,1,5,46.27410014927575,0
Columbia University,Fatima Williams,Cybersecurity Analyst,2024-10-25,2028-08-23,687de581886b426d45d9781f56c4fce81f301e9c157dd72e20a98cf609f86dd1,0.938877126976222,432,0.8697017502082872,0.930963151993088,0.9285991842032184,1,6,6.840025952044746,0
MIT,Yuki Rodriguez,Agile Methodology,2024-01-12,2027-03-06,794ed216245252683a2df5491c1e9a775ab6606fe3765ec6edd91f0c2079d403,0.9021906842759694,719,0.861682282653603,1.0,0.94071969916768,1,7,13.874220951636714,0
IIT Delhi,Mohammed Santos,Project Management Professional,2022-10-10,2025-06-03,0ab19964065d78fe56af15c35cb5114979a54b31f5aebf317fa9a8d737800e4a,0.8598377757338953,1178,0.9217093242385561,0.9364841146670685,0.839061500060418,1,8,24.184502919578204,0
Yale University,Sarah Thomas,Software Testing,2021-01-21,2023-02-18,2791265d145cc8ff0e583c19e3479dd275f4f55e965839c084ba77516c8ab8c6,0.8276944734299437,1805,0.749471621101296,0.8588825506291375,0.7728866044192607,1,3,19.347558906487947,0
Microsoft,Pierre Taylor,Agile Methodology,2021-08-05,2026-01-11,16b35ec6fbd580f6f9734ec61ca4f5cc32f69103888600178b464f995d4f3b8d,0.7998572966891289,1609,0.9435454814323124,0.9048167216030462,0.8699346244872586,1,3,12.891051579522518,0
Cambridge University,Elizabeth Wang,Business Analytics,2023-01-12,2025-08-21,01f408d4c8e5ce7c755856f8ae731546c80e048ec7e1a6a9e378c47cbef617a2,0.0413,1084,0.3029,0.6608,0.4344,0,1,15.51,1
Microsoft,Wei Tanaka,Full Stack Development,2024-08-27,2028-04-08,786ee14285f338c6425331f1da64b006250f197a38507103df4e034848c52b10,0.8319809599637862,491,0.8341827811931616,0.8810350687756411,0.8532991008070286,1,5,89.4294001071823,0
Salesforce,Thomas Martinez,Big Data Analytics,2025-06-26,2027-05-24,ebe1432f614e62994bf5028f2d7fc9b6c613efd52c02a208f2b15f6cf2ace5d4,0.952770145149204,188,0.58180935051461,0.9807022600176833,0.7276342742154042,1,11,0.6565590632378961,0
FakeUniversity123,Linda Garcia,Data Science Professional,2021-08-31,2022-06-06,22359705,0.0677,1583,0.0845,0.585,,0,0,43.46,1
Harvard University,Susan Thomas,Network Engineering,2024-07-31,2027-12-26,5ffff770e5f5d8943583483de48428488f87c6cfe5266cd0d9a0280e93454bfc,0.9268234937010863,518,0.5915434127405957,0.9512252435796351,0.8239695805807683,1,6,31.688609292386484,0
Cisco,James Dubois,Data Science Professional,2020-11-27,2021-08-15,4721be9d3d531fc53574f5bfa056b2af1ad85e19cfdbce02e4bfc72590d4712a,0.0901,1860,0.3255,0.4706,0.1459,1,4,2.34,1
ETH Zurich,Sarah Rossi,Data Science Professional,2025-12-01,2029-03-01,7504f2feaee181d8de0b6293d2df168cda81cc4b51a83e1b6ca798d119c1ac52,0.8240922267600198,30,0.7260759594318922,0.8929334494412615,0.9717577908911165,1,6,15.310220725623305,0
IIT Delhi,Christopher Chen,IoT Development,2024-01-23,2026-08-20,e75316110cb1194e5dc56b014f3912a8037d67f167efbc3a7b1ea8e7e7fd3dfc,0.945881944447576,708,0.9567921857883223,0.9020716174369721,0.9677740828047982,1,10,0.4299651674652405,0
PMI,Carlos Martin,Cloud Architecture,2024-12-09,2029-07-01,4d8aebbfa7fe729e457a96821e8b1c16ca776fea029818af5c184a390d5b7d5a,0.7346394774705107,387,0.894358700589882,0.9331894626006261,0.9253705657379205,1,7,9.222036898299487,0
AWS,Wei Ali,Cloud Architecture,2022-02-09,2025-12-28,2419885843fe9066d29a10b95737d65a27e0fbc1cb60caa9e12a32ce41237951,0.7331603906765808,1421,0.5988718153120488,0.9098257066238123,0.6324812876153021,1,5,29.387359602069974,0
University of Toronto,Jessica Thompson,Data Science Professional,2021-07-09,2024-10-27,de3a3cdc380981ad00c65c6098805453f107453f9123032941c22aaf86c5a0aa,0.6977478226680148,1636,0.7104785098546309,0.9960856402201836,0.9306581887095169,0,9,13.032878497332831,0
CompTIA,James Miller,AI & Deep Learning,2025-08-23,2027-11-02,836ba1be5370ed3ba1102c4a8bf71a3d904ba63865ff8d74cb6312fcaedfde14,0.7732771358516256,130,0.7110052259932491,0.9216057296057023,0.8589819917938397,1,8,19.031153075354286,0
TU Munich,Susan Williams,Robotics Engineering,2020-06-21,2021-08-01,e70f419bfaff434186b3d75988051670651e29dc305d93f60134c11e5883a6b8,0.8147012898342978,2019,0.9076311841094794,0.921479656763168,0.9360346150581741,1,3,96.6064867366765,0
Stanford University,Robert Martin,Full Stack Development,2025-04-07,2028-12-15,07331b01e7613ddec22a0e1cee5c34b86d382730dcaa74e6edd3420e3b6fa508,0.8867438868188899,268,0.8221310478039742,1.0,0.8981086058067866,1,13,12.17007078857514,0
Adobe,William Kumar,Full Stack Development,2025-02-09,2029-04-23,de5b38ae72a2629d1dacece0b74fb8166811fd5116ac344f4240ec3b973d0938,0.8302751940916997,325,0.9044130012519361,0.967801724912495,0.9649444407210902,1,2,16.222142116135988,0
Johns Hopkins University,Sophie Patel,Software Testing,2023-05-18,2026-08-16,53e1406bc06c2674990747efb729319775fb3b696d4bd02df0ad9a7a69b3aca4,0.8440673508720753,958,0.9404334804227491,0.9090601044305229,0.5796402740211865,1,7,66.66364441156794,0
ETH Zurich,Linda Mueller,IoT Development,2024-03-22,2028-12-15,0adba26a1665a6ab4777921ba15dbf84f01fb4ef140c2341d992ec0cabd0e0e1,0.8029763354285853,649,0.996946022948202,0.8894203073693155,0.7084264386483158,1,5,46.927912954109274,0
Microsoft,Carlos Tanaka,Software Testing,2020-07-10,2022-08-24,2506f265b721e53e880a199a9f0259d71f533c7e509f63ad973e3249c3ffda23,0.8081726068083372,2000,0.7441990391554604,0.8695880292954973,0.6252094532658244,1,8,25.170692873226557,0
QuickCert Ltd,Wei Jones,Mobile App Development,2021-04-08,2022-06-06,2ceebcb26d73ad1a545848edbffc9a03d68c260f3fd26e9189229338597118e5,0.179,1728,,0.6255,0.5092,1,0,19.57,1
Cambridge University,Arun Martin,UI/UX Design,2022-01-23,2023-03-06,467d72f6f6a76b423c8c99383cd4d30436dd94d58baec2b83c5315d3bfdba6b6,0.6238530842172856,1438,0.8857107382206022,0.8805270329471312,0.8204574255789467,1,2,6.685995920423253,0
Johns Hopkins University,Christopher Mueller,Machine Learning Fundamentals,2022-10-24,2025-10-18,8f5539a18c6cec32ebd092c5ee24de5fb324f01f619e276e1a29e47c819cf5e1,0.8163211982918571,1164,0.45035247805161677,0.8979470564867925,0.9176759759650998,1,11,17.496471556003105,0
Udemy,Joseph White,Agile Methodology,2023-06-08,2025-11-22,a55302bd63d640ddf589f094c53cbfdd6f56ed475fc27d37ab822a8d2b7603f7,0.8050389165438001,937,0.6542068407921723,0.9212383619907535,0.9934179213807615,1,8,33.04104443874175,0
CertForge Academy,Michael Wang,Blockchain Development,2025-07-28,2026-10-09,939a8151,0.2012,156,0.2941,0.573,0.2494,0,0,21.23,1
edX,Sarah Brown,Cybersecurity Analyst,2023-04-13,2027-06-03,a41057c38504a9a7abbaddb6721eda54cf69e94bb04642bb3ea56fc992be4321,0.7130158914891869,993,0.9610212675786942,0.9876558795675823,0.8213038475401417,1,5,10.28776040406606,0
Udemy,Wei Wang,Full Stack Development,2021-09-14,2024-12-06,33983411178636f0efffb6fe20802b8300e390bdcd64c25be9127821eb514b29,0.9000820009318418,1569,0.8341266673730225,0.9378743961787845,0.8670637959638996,1,3,16.216646390694088,0
IIT Delhi,Priya Dubois,Quantum Computing Basics,2024-12-20,2026-11-22,99fbad32c0a1853666e85fb57391aa483487ea4efa808168103d5f52f80a8724,0.6312218598461848,376,0.8437211351123846,0.9389333117125707,0.7651066656213695,1,8,77.91762870019267,0
TU Munich,Patricia Davis,Software Testing,2024-08-28,2026-07-30,dde83da544c227e6d472651c69f8708b2d36a521439dde51a9a82abbd968c9e0,0.8775119634861405,490,0.7599937400804293,0.9214326349684713,0.7768726212214162,1,5,3.3754463495350273,0
edX,Michael Harris,Cloud Architecture,2021-10-16,2024-11-28,f315523c6c44af67e26de977cce611d1a7cd88798c7eea2b1e14bc80beb377a3,0.6195407892125777,1537,0.9413630048213721,0.8812689108093953,0.5285906155245134,1,9,0.733005106518638,0
IIT Delhi,Carlos Mueller,AI & Deep Learning,2020-07-27,2025-06-20,b6340f1e7a78c10693ab4ba834af760f7a31163648aaf67d99887f1aa3d9d676,0.8688383163523216,1983,,0.9834962770847788,0.7837283154569518,1,4,116.99803699136507,0
Columbia University,John Wang,Data Engineering,2022-05-06,2025-07-09,28a93d95369e37b67946923d2579f34ada5332c95884021f8607997b313b988f,0.7961294487340179,1335,0.8871816260738198,0.9210658654206814,0.853302415007523,1,5,50.79049666310019,0
Google,David Ali,Cybersecurity Analyst,2020-09-26,2021-11-18,35fa909e1451114a163e83ad442a41539105628e1451987ccf74b946421e1017,0.7373000179417242,1922,0.8871338421897552,0.940649470121604,0.6402116484877048,1,3,19.48408243603027,0
TU Munich,Thomas Kumar,Full Stack Development,2023-10-20,2027-07-26,14d533b18ee3836f82fe1793d705f8ec18727d0c1991ef0f2df53c6f19daa8a4,0.8074046459915408,803,0.8900443933376853,0.9380162692892668,0.8706322658564521,1,9,7.646001118384843,0
TU Munich,Pierre Taylor,Robotics Engineering,2025-02-07,2030-02-02,3486a36fd834cfed260538880bd4bfda708444859101ba78aa8cb15bec30b8f2,0.8505053126595384,327,0.783303980698484,0.9559693316412357,0.8460272921932898,1,8,61.1095107543206,0
TU Munich,Fatima Anderson,DevOps Engineering,2024-10-30,2026-01-07,60ec8f85de1a8929c86aece869e49dd89bdd870c3d350852fd1fddcee399f4e3,0.9484773584880676,427,0.7120837223840453,0.9292649598872322,0.9579886317792868,1,6,77.09833500559995,0
Coursera,Fatima Taylor,IoT Development,2020-12-07,2022-01-02,23c76a02b3753fa66354d4afa6b5fc7f1ad2ce8e1f4cb1127ceb8ed4b8032879,0.7038849176374353,1850,0.990243463585846,0.856021151663215,0.8463570785966384,1,6,32.68997769278035,0
FakeUniversity123,Mohammed Miller,Software Testing,2025-08-02,2030-02-05,73b2a0312be80c2fee7132232a9cac0c96f0593653e731ec00264750cc1f979b,0.2007,151,0.2684,0.5124,0.2317,0,2,5.59,1
IIT Delhi,Priya Kim,Mobile App Development,2022-04-02,2024-05-17,6a2dd5fa56825704f9d7bac4994dc69955a6b01ebe1fd9cfaf50f1325ec6d725,0.8845998238592139,1369,0.8562885822780958,0.941609992051037,0.8459870272361124,1,9,75.9317921910409,0
University of Oxford,Pierre Patel,Data Engineering,2023-01-14,2024-02-05,778b30bda0ed5fa5c86674b94d96fb111460242d6e0f9a7b1166aa7d446aacc2,0.7648794006923,1082,0.9341591500606018,0.925385043465707,0.8476765511556605,1,9,55.357152719439455,0
University of Toronto,Ana Taylor,Robotics Engineering,2024-07-10,2028-06-25,6c9f0f155029c8a5df494b460434a24a4024fd7b2478828c977825209d9b0595,0.9779712564717574,539,0.8213725029654737,0.9354238592311753,0.9339186184477429,1,3,33.024727500345904,0
Harvard University,Ana Thomas,Cloud Architecture,2023-10-19,2025-09-10,37a697db0c9db998fc91c158794c08b94750bbcd84c0e46c415a006fcea81dbc,0.7836179316152655,804,0.6721056128770587,0.9711854949525387,0.874691218886286,1,3,4.677869880925051,0
Oracle,Barbara Hassan,Quantum Computing Basics,2023-02-14,2027-06-14,a5b326d906bb9ba223eee09a97eb9149eafa743378267f4b785ee156e2ca4477,0.917554206960438,1051,0.7517262466633248,0.85656148692158,0.8635923607753557,1,5,1.6987221028331392,0
Yale University,James Davis,Digital Marketing,2021-06-02,2026-02-24,be30b590e396ee595df183250bc42a410189423aa4aba42e81e933034d9a4894,0.77844042303443,1673,0.9601266718084591,0.9423698646544134,0.6142658439330131,1,6,34.16572596342892,0
Stanford University,Linda Brown,Machine Learning Fundamentals,2020-08-28,2022-05-19,cef53a124470edeffb5d7d9ae3d88f023a0cb6edd9acf002479f75da53d0c75f,0.9583197405666685,1951,0.5218363172422514,0.8994257538851373,0.9881812686781345,1,7,30.510029093231374,0
IIT Delhi,James Davis,Agile Methodology,2020-10-16,2025-03-10,1a35c604d594afa15c1fa8998c97496caea5d3dbb43b5e67cef991d238789db8,0.9452564139883812,1902,0.8876533813871416,0.9143896049872218,0.8651344667838444,1,5,2.6629525888575167,0
ETH Zurich,Arun Garcia,Project Management Professional,2025-07-04,2029-03-09,89ab6842cbf305afcf91082ca130b6becb5b593672362495aba291a232b2cea2,0.7862740405006572,180,0.8864365777418828,1.0,0.6298802621480878,1,8,19.259075386446245,0
NUS Singapore,Wei Thompson,AI & Deep Learning,2021-12-29,2023-04-08,7bd8545746c6e9ba3884400cecf7729bf04dafe0b61a4cc193edb81a6385162a,0.7065843991413955,1463,0.9263497809931885,0.863043184245449,0.9448254531909258,1,9,28.985328473104527,0
Cisco,John Ali,Cybersecurity Analyst,2025-12-11,2027-01-22,d5e7b657482532bfbbb7a96f75f2e176e886903504c95b78b8c2f7c1b40006c2,0.7815272779082895,20,0.7056578266162667,,0.9433800838193629,1,3,0.7997480396869625,0
Cisco,Richard Tanaka,Machine Learning Fundamentals,2021-08-01,2024-06-02,c92a9f42ac59551b060158bcec0bf7c3571a6300d4ae4961c2ef70cbdfe45019,0.8811547705966024,1613,0.6200949140203941,0.9735003873514015,0.9489319253349408,1,2,15.393869023607529,0
Cisco,William Mueller,Natural Language Processing,2023-12-22,2028-03-09,2f9071a9d133a2ed3fe24615090d1fbc48c4df320f37e447424d86221f57545c,0.6790095174368508,740,0.7373105880456158,0.9296369078915824,0.8670634727357797,1,4,3.1751982691683596,0
MIT,Wei Thompson,IoT Development,2025-06-24,2027-03-16,8ee1e7fc79950f666e4f2b8d5cafb7b54127e6f595665e81b1aca742684745a5,0.9389880919268813,190,0.7709291832875902,0.8671197249123641,0.959598166428457,1,8,5.655753930112334,0
Yale University,John Patel,Agile Methodology,2025-12-18,2027-02-08,a7b26a0e34b1ef808d419772b7b6485d4d8e962e4b0b99ebe54f5d9ee3239c32,0.0609,13,0.3041,0.7731,0.0066,0,1,168.39,1
Johns Hopkins University,Richard Brown,UI/UX Design,2022-12-29,2024-10-12,7397a88782b56f377929cb587ebf12237c179cba76c6d0d56516d6a4ec7d1c06,0.709362263827937,1098,0.8969602433479344,0.9076723196212005,,1,8,3.867669895199584,0
AWS,John Jones,IoT Development,2021-12-21,2026-08-13,f655d9dd765dfd67a9c844492848c16f968e6c7c1ff382dd190893de74d21425,0.5762297432398276,1471,0.6433272243600631,0.9277267862605375,0.9328913893864585,1,6,32.55686796233573,0
Coursera,Christopher Ali,Machine Learning Fundamentals,2023-08-29,2027-01-16,54792297dfd0ea45716d145c1768cba7d83cbb983b5fca6976a43343989ee3dd,0.8498044828671808,855,0.5754307100050292,0.8535656831531734,0.9697393330770756,1,7,4.812516802751477,0
University of Toronto,Sophie Jones,Digital Marketing,2024-03-28,2025-12-31,2280fe8594c7f99c702cabb15c3e14933f5586f73c17406c9b4fcd86cfbd5c2e,0.7647487463459501,643,0.6818920978870181,0.9064479768855729,0.845666745144861,1,7,20.46148789720068,0
ETH Zurich,Elizabeth Wang,Robotics Engineering,2022-11-08,2023-12-27,478eba034289c685f3b723f79e62d868829134e328be3c8d7318f697d3f22f6a,0.880699710886855,1149,0.9542629236321173,0.9287351881362114,0.9363882243682657,1,5,3.7696296352003507,0
Harvard University,Ana Thomas,Digital Marketing,2021-09-29,2024-07-25,c48635d8941f28603718014d77ffda11b720e56ab27a6ec79d43760b3363edfe,0.9526169281927263,1554,0.8284706407994396,0.8114047986867785,0.8697032390387962,1,5,26.505837608784223,0
Harvard University,Wei Santos,Digital Marketing,2024-09-11,2029-03-30,30c9a124c669ee040eb9636becc88d4b61becafea0728952a8e7d04731324c05,0.7193290916841003,476,0.7419755426020683,0.9130852462875266,0.8744795251535936,1,6,16.193429022835463,0
PMI,Karen Anderson,Machine Learning Fundamentals,2025-02-04,2028-03-28,36dd9d6ce77b6a426b20d23df5fd528e8c5232b073b50f59219112b8acd2891e,0.717581618404228,330,0.8682934905463789,0.9829196660048415,0.9053458691366746,1,6,3.961627978895726,0
Harvard University,Sarah Patel,Machine Learning Fundamentals,2021-08-04,2026-02-26,1063833ec757a935a57620953b48c8acf787bbd23b6e85236b556a08f004e262,0.40577610871866837,1610,0.48665325522635705,1.0,0.8168627318659015,1,2,6.903700787896965,0
QuickCert Ltd,Mohammed Davis,Software Testing,2020-12-23,2025-10-20,42def5u238a55c93fada22d3829b0a0f8b25fa4bfc934171f996f1c0c2caa9b6,0.1133,1834,0.0784,0.7346,0.1531,0,0,26.59,1
Adobe,Wei Thomas,Full Stack Development,2020-01-31,2021-11-20,29c595b5ae33b412d315033a3596976e1d72997c82cf3af7172343677a90d084,0.7772176957144272,2161,0.7660719958346971,0.9656212302095925,0.9835790614327746,1,8,6.620550225847617,0
Coursera,Priya Brown,Database Administration,2022-10-17,2026-01-14,bbb481357866cd0054e66763322bccd9cbd5209d48bc1e1ababf86f8cd031d36,0.6716513271669355,1171,0.6470775751783658,0.9308373872310006,0.6785164507670273,1,4,4.891704113656793,0
IBM,Susan Johnson,Machine Learning Fundamentals,2021-12-28,2026-03-14,ac27ef1c06aee984217a8699fb231ed2e012e1df4af81bf83218f6f1ce6c44b8,0.8685012023042677,1464,0.8817919741012431,0.9267717887319521,0.8229895626558649,1,4,58.35768696378948,0
AWS,Sarah Thompson,Cybersecurity Analyst,2022-04-19,2023-12-09,3811b84f6faa3eb6a5fd89a7d6fd0bafd28ef8c9da0ae3ffbd4daa5747196703,0.982188475991317,1352,0.8898209743371284,0.9481443900563291,0.6355102958577797,1,10,19.6264361603126,0
PMI,Joseph Brown,Machine Learning Fundamentals,2025-01-25,2029-08-13,d539a6e2deb456e863ee808afa6743a6408126c79105f0ff4d10632e8974c3af,0.8175053570496471,340,0.8390647963714485,0.9684981232643269,0.9020343839409733,1,5,2.6919144535521764,0
University of Toronto,Ana Jackson,Natural Language Processing,2022-03-15,2025-03-06,2a8d3b8cf610840d5662bf6cf8837b122786a5da923f24bd76e694fb9784fe24,0.8593983483252466,1387,0.6741268939077675,0.908147924656209,0.8621766515351955,1,9,4.5788689300749095,0
Adobe,Pierre Johnson,Natural Language Processing,2022-01-21,2026-07-14,9e6b1bd488508de648ac56ed61bd65db064285d9260e0553c3a6baa8de6e4b57,0.8620323414054256,1440,0.8280606122869585,0.9318664921505395,0.7103194478068489,1,3,5.6973448058134135,0
IBM,Mohammed Davis,Full Stack Development,2024-12-08,2029-10-01,a5d094be9de58be0444b09923f7b3d0f4100caebbe781ebb0fe585c2b4d8402f,0.8919384470266547,388,0.8577530273920821,0.9978421631734536,0.9083928077432846,1,6,3.771717223161536,0
ETH Zurich,William White,Network Engineering,2020-11-21,2024-04-30,0d0bc9e003f82ae427d0f71c157a0f3cd58f3bda0b13e32343cd59f9dd2290f5,0.8061130877732781,1866,0.5558883451628492,0.9175642798417378,0.8207430830265663,1,4,80.02825940794811,0
Yale University,Priya Tanaka,Data Engineering,2024-01-19,2028-04-20,56f5a9bfa46206b58664232433e9f041d405645225890bb5290ab7c54cbb779a,0.6954983506995498,712,0.7717411183660171,1.0,0.9082327921184694,1,8,57.21480589328475,0
Oracle,Christopher Brown,IoT Development,2024-05-10,2028-06-11,d99715847421e54f73ced13309ed05655393f899c6917bdbfca3f1d526e161e4,0.9243449162497208,600,0.8035106144264763,0.9237957393538383,0.8811878188101817,1,4,44.40080782737899,0
CompTIA,John Smith,Quantum Computing Basics,2023-08-01,2025-12-19,3ce10804200f213cd0f5dff7afb93c1d6755adc60d6e6e721af10aa3d128d3db,0.6416539507249016,883,0.9232948557125386,0.884296384809094,0.9712903022395595,1,7,1.2766603484630237,0
CompTIA,Robert Jackson,AI & Deep Learning,2023-01-14,2025-08-15,63bc5c1fc23a65f4af0fd281dfa7255ec285f17b4a172fc4a99983e0440d9d51,0.652960196981882,1082,0.9802900109089863,0.8569776031350522,0.8847221187008554,1,6,65.52828932687049,0
MIT,Pierre Santos,Data Science Professional,2021-12-17,2026-10-14,06caab2c16caffdbf3fce93566c9e6ece53fac22367c0f486021196edd61ec74,0.9795874312290875,1475,0.9053913660729916,0.9115945133095174,0.7844470624213948,1,8,21.527710634598066,0
University of Toronto,John Mueller,Project Management Professional,2022-06-30,2024-11-09,1959d8ac6e3139433ce6782e6b752c3935b17154f41133cf927ad4062d1b874c,0.9342242433079261,1280,0.6963688394865487,0.9038476612333277,0.8837818040529068,1,5,27.903291541815516,0
Cisco,Sophie Anderson,Mobile App Development,2022-04-19,2026-01-15,3232864c66970b5af0c5d499410367856f6c707143b272d43dee56e0c1095f98,0.0705,1352,0.1702,1.0,0.1184,0,0,13.44,1
IIT Delhi,William Miller,Robotics Engineering,2022-11-30,2025-11-10,4145f5960c864aac48dd4535430b0087f2480c8d1d8d21abea21ed837ebba34a,0.8740547600623942,1127,0.7197487894511254,0.871174278013525,0.8914689909139313,1,2,2.7126454450660784,0
Stanford University,Michael White,Business Analytics,2023-04-27,2025-09-21,0f14764c54a5837a256418d95f8324c14c817dcb7949116d58280f2d657ac92a,0.7198552537067283,979,0.9410194074367665,0.8167099183443493,0.9795845642528003,1,7,8.036164826133415,0
edX,Michael Miller,UI/UX Design,2021-03-14,2023-06-10,4112d0652d659751a631577b0372e4a305abbe78aa3d35ba308c9db9ed60213d,0.8427911850773744,1753,0.9678730436345243,0.9758739459939701,0.863190180399216,1,5,15.325579654927267,0
PMI,Patricia Jackson,Mobile App Development,2024-08-15,2029-03-28,47c114c467c89c52fb80f35206b7851e2286e73fae9a2a5325272f694a6d25ab,0.7223198305751422,503,0.8223353722121552,0.9588403482226419,0.8012155560208392,1,2,95.99959732312901,0
IBM,Wei Smith,Full Stack Development,2025-04-27,2029-07-11,0986fdbfde28f7ebae19b8ad72351183683c57dfc19e03fbb18e949ca46bc862,0.8098697255454843,248,0.7730293734952635,1.0,0.816139661396559,1,5,0.14498746147400132,0
ETH Zurich,Linda Dubois,Project Management Professional,2020-06-23,2025-05-22,d25c8c454edc657d4535cab7ee805c412c0f09fcc6a1ccc02287d4daa3a639d0,0.7151099426760749,2017,0.9046995093413712,0.8518896416745315,0.9871625842729542,1,1,20.931652768499905,0
MIT,Christopher Dubois,Quantum Computing Basics,2020-04-22,2023-04-23,5f1720ba7fc1fc467b6f335d63d3176625032d3d3774ea66ea9073344499158d,0.9136207200541415,2079,0.7699798575665641,0.9758612968500855,0.9117512463392848,1,6,51.76314884607018,0
TU Munich,Jennifer Dubois,Full Stack Development,2020-09-12,2022-11-03,79d321489ced4fde161069c8851c1e08a9a123a0c578c9a7f881cc0165b73a69,0.6428398782401485,1936,0.8852643706404775,0.955957935998146,0.818784837181921,1,7,83.78904704436215,0
Johns Hopkins University,David Kim,Mobile App Development,2022-05-03,2026-07-27,efede3afd50ba8cbf5aaf251527030b854a7fb36f920c9d04b539da0987199e5,0.887227379254853,1338,0.8720749042845756,0.9809855457024715,0.9000329954969961,1,5,7.236259456683627,0
Udemy,Susan Anderson,Blockchain Development,2023-05-10,2027-01-25,6b74de716df9e1c8a4c9631ec0672dff7bf93d8b2c35b2dc2a3474d9a4c26633,0.7083972980899159,966,0.7501482155956476,0.8915768461432267,0.8938599701572955,1,7,28.869615919267396,0
NUS Singapore,Richard Dubois,Big Data Analytics,2025-01-29,2027-03-06,c65fc67a431fd4371364beda74d25d44a977a892bac1ffb8727e03fa147c3dde,0.7131082747039725,336,0.8472373069228419,0.9387338044544455,0.9392674736212596,1,3,9.288179135203979,0
Cambridge University,Sarah Harris,Digital Marketing,2025-06-14,2028-09-18,747698315829c5ccdb13277ae02828453317e299f5b49b8967cfd50d3369cb8d,0.9537712176398367,200,0.8719102567465714,0.8755980010228017,0.7180402741903656,1,4,28.36541617783831,0
PMI,Carlos Garcia,Cybersecurity Analyst,2024-06-11,2029-02-02,9132f50f251031f04419a3561d2bdb2b742868f46cb37258ee2fc4c53784202b,0.9007649656892872,568,0.6600495012980141,0.9010039793161969,0.6787183249773545,1,8,19.087092675733032,0
Yale University,David Mueller,UI/UX Design,2021-12-16,2026-01-29,a684ef8f2f4874bea16f79c27910f1b6c56b308a9ed56195c8ca403c3e9ba86f,0.2132,1476,0.0723,0.7791,0.3299,0,0,47.57,1
NUS Singapore,Linda Wang,Quantum Computing Basics,2024-11-12,2029-02-12,ba539544ed1ec4035b7a662b0ae775e2ff06773cb46655680941457035364669,0.897606501526722,414,0.7068612270456217,0.9514407406571014,0.8688634483495825,1,7,15.292408035119355,0
Microsoft,Carlos Johnson,Robotics Engineering,2025-03-28,2027-09-02,738f193406f3a06e293a84f847983b3f6f5ff7f0f8079fe89d1d7d7e5ff46184,0.897567878558867,278,0.8517699233644176,0.9042477398137418,0.9950931693950688,1,9,0.18131720681770586,0
Cambridge University,Mohammed Taylor,Network Engineering,2020-11-04,2024-01-02,37632d80cb991d96e881fb7f800b39559eecb6fc262b9eb8d1ce51804cbadc88,0.7818660895632455,1883,0.9796078111636384,0.8352739912697918,0.9572053543632794,1,4,32.78102741071434,0
Microsoft,Thomas Harris,Robotics Engineering,2021-05-26,2025-10-09,877f43dd1e5de4e318de39fe22f202ae1d2dcc14ab5afab1d2ef07f12bbabf8e,0.7786582777496246,1680,0.7657704244761697,0.9087960394343143,0.8934146628030833,1,9,25.154557149747962,0
Udemy,Arun Williams,DevOps Engineering,2022-10-13,2024-01-26,2a9cb52173fddea0585e07a476da1b669fb0fdc0d0c47173832870048bce2801,0.9255682645394914,1175,0.8808854364934513,0.9357213771986941,0.8395497591279303,1,5,55.99363373661386,0
PMI,Thomas Rossi,DevOps Engineering,2020-05-24,2023-08-19,e8a47dbe315d89e02d72dcb8fc1e81b8df8cf714fed92e73fdd391a98834dd42,0.9080239285397513,2047,0.9076444961869439,0.9833859669615242,,1,6,9.502916676672577,0
Columbia University,Christopher Martinez,Blockchain Development,2025-01-17,2029-10-02,04b23170066019a880affeb2eb4c7d0912a84de5bd2a427f31f253f47db0ad0e,0.7321009753768839,348,0.9510193444304068,0.9516162412262987,0.8924722547344167,1,10,2.0450672493101307,0
ETH Zurich,Christopher Wang,Mobile App Development,2025-12-28,2027-10-13,fe62b02034bf962994b1d59a312b1f8ae61b95f5e61d6a6dde48b9d8f3dc13e2,0.8025076171338524,3,0.926467617083905,0.9184245135576835,0.9671685344572339,0,5,7.193400493578634,0
ETH Zurich,James Dubois,Natural Language Processing,2022-11-28,2027-04-11,ff367ee52c5002608d2027ac728e90a28909f8ffc3bfb2d9a3011aa268d74e69,0.4893620440141018,1129,0.7789818687411592,0.8941871594303622,0.8569269557000972,1,4,3.5467074226511377,0
AWS,Arun Mueller,Business Analytics,2024-03-26,2026-01-22,7d8310d7bd3fa5d53b39a6194bcbb1e6a01eb62bb6c5e8aeddec37c1f525ffd8,0.62138901637098,645,0.913393001007517,0.9336284859179145,0.9401793572910471,1,8,15.293885579001941,0
Columbia University,Barbara Martin,Project Management Professional,2025-03-19,2028-01-05,00544ba5f33cf0d794be81a55883e1ba11a48776b6ff89f079d277fcecf63fc2,0.9335317750981287,287,0.8848002945622038,0.9268272192824124,0.8685556960752601,1,6,28.32781063482116,0
TU Munich,Patricia Williams,Data Science Professional,2024-06-29,2028-06-15,387fdb2c92ef18286543fb62db7d464762e2b0ef61f24b930899a0f6240ce04a,0.9187483788334744,550,0.6850212824748693,0.8767480015145565,0.9712328495626634,1,11,3.4832263805661423,0
Udemy,Christopher Santos,Big Data Analytics,2020-04-16,2021-08-15,df541d30f66b65e8a46344ee337ca564038994bd2d45cf80c4300e7c8fd5dde9,0.9981538883542559,2085,0.7886737159672343,0.9436892012366592,0.9705014756179258,1,6,58.34894564033255,0
PMI,Jennifer Johnson,Full Stack Development,2024-11-06,2026-10-22,b1a038e7d8d5370c2a77cd7b50ab3ed25928e7f7749c894a24175e177781d423,0.8584968765886395,420,0.9807662018929714,0.9676522288414742,0.9143491280905938,1,6,1.0631141576298375,0
Columbia University,William Thomas,Computer Vision,2022-06-14,2026-09-02,0a3c3e5b86ff5bca6a68941a9229617c2a08909325604c8f2f3ddc6dc381e546,0.7863567485170039,1296,0.7903932338882961,0.9322724310427292,0.9010836596306578,1,7,1.8488143438090756,0
CompTIA,Thomas Taylor,Cybersecurity Analyst,2025-02-12,2026-06-25,df45cddc1557cc22e7d2b694a5caeac6976b3f6bcd4e8279850303bf87d342ee,0.745464352005677,322,0.8695693100933763,0.9454892415007441,0.9952009377303168,1,5,2.5065183519942935,0
Harvard University,Yuki Kumar,Big Data Analytics,2020-08-17,2024-03-21,4eb3c766613bed312be231caa5031186103bcab44c8f4deb2e98ea4348d60b7a,0.4709832734436417,1962,0.9365956994616281,0.9988271196663644,,1,9,26.814286082143038,0
ETH Zurich,Fatima Martin,Network Engineering,2023-01-25,2026-10-06,8ff33a9d8c210e4d98f74e9677328e58cdea8ed1039f3faeed6065b5d74bd03a,0.7998509545791032,1071,0.9251612807963527,0.8597580311700105,,1,7,79.44049886160306,0
Salesforce,Joseph Kim,Big Data Analytics,2022-06-11,2024-02-12,b63a36b651bdf51dcccc94ace7a65a2b5a8afb1ab969373eaeac1048057015da,0.9117396838653397,1299,0.784765388393014,0.8457630380812393,0.9319088578398104,1,9,63.073630767626945,0
Adobe,Arun Tanaka,Natural Language Processing,2024-08-12,2026-05-06,1184baadc5c71ab01902957ae2acd865dee9cf8a11a5f3bf5176c0c8e9e8250e,0.5983421653814791,506,0.5712684264640236,0.8963533680278946,0.7382389131213379,1,6,21.9199219295618,0
Salesforce,William Ali,DevOps Engineering,2025-08-17,2029-08-24,8e68af9d927ecc65eb3cb1497108acb4506e214424483737c17e7b829a5867a0,0.7879311531361518,136,,0.9275572147513966,0.8331347042249053,1,6,37.77078602541712,0
FakeUniversity123,Jennifer Tanaka,Blockchain Development,2025-06-27,2025-09-27,bb5e82025f1108f463b57700da8f1a49793f4c2080b2b0cc5b5857e6b57c8bfc,0.2107,187,0.3182,0.675,0.0299,0,0,6.73,1
Harvard University,Priya Anderson,IoT Development,2021-07-11,2024-12-09,efc52070edfd89bfb0f851d8ecd89d4c426050489dcab9697986e417334b944c,0.8264549268205345,1634,0.942774390641518,0.9364166277515046,0.8318647463896174,1,7,1.4744200777560095,0
ETH Zurich,Jennifer Garcia,Computer Vision,2025-08-14,2027-07-26,5d183d835554e0c1705422f0de6a9a87cb91a3c0865f3f894d01dc6cb61a60f7,0.8411257042089608,139,0.654699956347409,0.9257248456577994,0.4114941147502037,1,7,13.762210615910657,0
Google,Robert Wang,DevOps Engineering,2020-11-01,2023-12-26,b3365dd085f5d86d2aa4eeed27c0d5737d8b4fa7ffc7d02ce55c382030504bd7,0.5569511675801757,1886,0.8341834714069841,0.8790298063176117,0.8158190160598904,1,4,44.07938684210003,0
Adobe,James Wang,UI/UX Design,2024-02-08,2028-08-09,0a35debefba50d2c10e4a8d99b4fc87f6319af61d6605b0315def0ef8aa764b5,0.8993638954845647,692,0.8713030074493094,0.9727614725377544,0.7954385028685139,1,10,7.724411973498711,0
AWS,John Martinez,Database Administration,2021-11-27,2024-07-13,25bb9b249c1fdf5d0e5aaf532f6fa0edd2bc5b11788c843fd7797c47a36ab677,0.9204151863829197,1495,0.8871550017829576,0.8141626442317909,0.6150712718651468,1,10,11.042384383022496,0
Columbia University,Arun Chen,Digital Marketing,2022-01-19,2026-05-21,1b93c009d901fa73ffd2941cd4d9e0be5018f4ce22d993e96c6ce1f0e2d81ef3,0.9247709845167372,1442,0.9469924061590711,0.9132980439719259,0.8552197086999037,1,7,1.2935758983039665,0
Johns Hopkins University,Barbara Dubois,Business Analytics,2020-04-22,2025-02-21,c9b0a6764a83f19192aa6ba1d6eafff48f4f55f60ab7afa758447507f5e3b0a2,0.8842894546628529,2079,0.8720603860454983,0.9934009315996514,0.9389882322553516,0,5,4.3167664826032075,0
Salesforce,Yuki Patel,Full Stack Development,2025-08-05,2028-08-23,6ccd667a4bce5afe12d55d1a4fe8a5a4101abe305b373415e0a96d60b2706700,0.8269560792631213,148,0.9203394741531059,0.8803035956444467,0.8218731322274534,0,5,3.7839706436275176,0
NUS Singapore,Fatima Rodriguez,Business Analytics,2021-08-13,2024-09-19,86e0a5e5c53484e3bd2a7c1f65e173d2a2b3d69a4963e93b12dcc0c2fee30bc0,0.5629662528113335,1601,0.9053699462899065,0.9602280974276031,0.8853074292781903,1,5,33.70307418567902,0
Google,James Johnson,Cybersecurity Analyst,2024-04-25,2025-08-01,7e86cd796d2bec153f3a6f10868d229a6cad6632dd2746414d8be3e8d7469a44,0.7925251655504381,615,0.8203574735114129,0.9486921089629907,0.9303558075576163,1,6,3.7732229399526855,0
Microsoft,Mary Kim,Database Administration,2023-11-02,2025-09-11,d6d9488537f514bd931f15b071975c3ee0e1587a8b2765ea5e4ebb0db136e542,0.921627431220725,790,0.9294524202141375,1.0,0.7458325369835694,1,10,46.303826914330806,0
Coursera,Wei Taylor,Project Management Professional,2020-08-09,2023-05-30,1c198b1eb3de7bbe0e482ef1795958da12edbb5948df3efe0959d4fdbf5355b3,0.8007993555721588,1970,0.7776249551672552,0.9714732886830275,0.9260713928297749,1,8,16.951906751267497,0
PMI,Mohammed Martin,Business Analytics,2022-04-22,2025-09-25,1ff3ff8c935c8b3ad877f11348f2169d5462e83564ee19212a6eaa7e8ebe1758,0.7211916066292722,1349,0.7337003870288901,0.914259538140799,0.897367033607745,1,7,24.591068849786453,0
Cisco,Jessica Tanaka,Network Engineering,2021-07-16,2025-03-31,45e9762c5dabf5266cd7f392385cd000d511ffa9b0aa3d114ce795a3f2a2653d,0.8737691602666496,1629,0.7432511623491154,0.9172699277834157,0.937224475098015,1,5,27.595830159122933,0
CertForge Academy,Sophie Thomas,DevOps Engineering,2024-09-02,2028-12-07,8d4531b99af2ad1116972cb0c1d22a2457a6622bd243663bf0bd72a55b6eab64,0.0668,485,0.3796,0.6499,0.0856,0,1,14.98,1
Microsoft,Sophie Wang,Natural Language Processing,2023-04-06,2027-04-15,ae2025cedbb73627332d9eb31243b6e8c37e26c07828f4e0dff5897a4b5ef4a5,0.6175812397141407,1000,0.564586853326254,0.9137803146938346,0.8107423753261264,1,7,34.90928744011799,0
Microsoft,Yuki Tanaka,Mobile App Development,2021-12-15,2025-09-12,074c0a6c1198d82d4c731e7711617a8b747030822859aa1a8ce94488fb91a5ac,0.629026206636809,1477,0.6369803099073966,0.9022759306232856,0.9616373504184748,1,6,17.29277887884802,0
AWS,Karen Chen,Data Science Professional,2020-08-08,2024-08-31,f09db11c0b189e05a7d2b884b63f08e8d2959d8d42d881e4a9021885511bd86d,0.8039060807908567,1971,0.627140185958892,0.9018545113671261,0.9337686139445583,1,11,6.301495377184257,0
Udemy,Mary Rodriguez,Mobile App Development,2024-06-09,2028-08-02,a0457517808e10fcbbe4001b18211f19d445f1eaeb76191b6a97910ee4d518a2,0.6375387104679697,570,0.7477226538822376,0.8857740893891516,0.7120607957357965,1,4,93.58753721124998,0
Udemy,Patricia Dubois,Robotics Engineering,2023-12-27,2025-05-20,aaab9edcf5607248d3987d4643b46a0500c09c3a28dd2099bee480a1c42789ef,0.7470484229085754,735,0.9750243606151552,0.9516833970624279,0.878562489480091,1,5,37.749343835283895,0
IBM,Joseph Harris,Data Science Professional,2022-05-30,2026-03-15,f6614bb21f4ccb43e0d536101f0fa5f8b9523837d6e60499c819bd94862ec3f0,0.7704330704310344,1311,0.8541632747630498,1.0,0.8929200762702552,1,4,47.26265484368311,0
MIT,Pierre Martin,Data Engineering,2020-10-12,2022-12-20,ef83644c94882699fb3c9dc48e8fd05931375facce52421fe30d39a7aea2146c,0.6762617668165043,1906,0.8550839570452925,0.9352667100778109,0.9617790864122066,1,3,32.64600935861084,0
CompTIA,Joseph Kumar,Full Stack Development,2022-10-19,2024-08-07,3319d5b1417b9652f2ff87b71a7d3fff297cfad1eda9fb20c9a387173128bce0,0.8637221413879391,1169,0.9180290419239324,0.9127071788636153,0.8514327875913162,1,10,93.44870375428494,0
PMI,William Harris,Data Science Professional,2023-03-03,2024-04-22,f3eadb3146349f80f3cf8cadc4d25a5ef96d959765726a4d007c1410bef4a691,0.848193009794059,1034,0.9673837620805404,0.9170297478096149,0.8089769251547729,1,4,11.952543139866723,0
Salesforce,Robert Kim,Machine Learning Fundamentals,2025-12-24,2027-10-07,42c2240ba9d657c188679b4e50af7a8852c9efa5af1703818c7b05e8227a04c0,0.708268778749638,7,0.8682601536671558,0.9264961003480303,0.9100003444277426,1,5,11.920475927722267,0
IIT Delhi,James Tanaka,IoT Development,2025-07-13,2029-11-05,d21b69f3d4c23b315b7c2bc952b256bda232ec34c006f1f20d31709711a251ec,0.9096593199593901,171,0.8722902568976273,0.8691302320619467,0.9193923442345259,1,6,22.073762418969018,0
IBM,John Jones,UI/UX Design,2021-04-15,2025-12-07,e99a7d97fcfb12f4707d309cd9dfaccf371e2e08467428f94a4dfa6bb3fd6e8f,0.7767197916061942,1721,0.9476233374113155,0.9425452557188776,0.7162214376532399,1,10,16.998704684576367,0
TU Munich,Christopher Thomas,Computer Vision,2021-12-29,2023-03-15,de55bc6099ab41fdf528113aaf8d256b990e9d5cdc5c6b7f926fd70b2e551e2a,0.808995686945495,1463,0.704323281350079,0.9563986424777218,0.8949204677219641,1,5,16.432166300522137,0
ETH Zurich,James Rossi,DevOps Engineering,2023-02-13,2024-10-26,39a841f9325a8b11e595c3e2878a8b9caeddfd5d1503e7a22d295dab430d3555,0.918856471521391,1052,0.9194649486702943,0.8986264070117873,0.785603301925469,1,7,15.765109668501156,0
Adobe,Sarah Taylor,Data Engineering,2021-09-20,2023-09-21,7b5785b824dd0b9fc0bc30dcb452c35f8a1863a88a29de03369ffa8bae0f0c47,0.8276204195342681,1563,0.880134898403372,0.943266697823677,0.7063954845112498,1,6,42.614881463409326,0
Coursera,Sarah Martinez,Agile Methodology,2025-11-17,2028-01-26,712f1506cfa0ed43164a900c6bffa1c1659d19399c9eec894485fb321ae7d0eb,0.9799495557026454,44,0.9551574338839428,0.8503761391192837,0.9770582235824521,1,6,34.954112390257755,0
CompTIA,Yuki White,Full Stack Development,2025-01-08,2026-02-20,d6a10284912b5491062f983beff48cab98227a9a500e7ae21600454a706dbaff,0.948139288277033,357,0.9539512829155341,0.8569694989036358,0.8812359545804418,1,9,11.269058609242364,0
Adobe,Elizabeth Johnson,Data Engineering,2024-01-15,2026-10-18,7b33cafb3af20a1861ce0cc7837f7ab224dfa486e5ff546018a1332ac7b70e90,0.7678734891829323,716,0.6450416365070897,0.972792145527506,0.8156219402511298,1,3,64.26628173989232,0
Yale University,Linda Martinez,Agile Methodology,2021-03-03,2025-05-28,27be117b727b555fae22749cd2bb3c056c39a96372e22f04cd96c86d234f4f49,0.8972120719279598,1764,0.6627942660487871,0.8954601247951142,0.8383749919734853,1,6,67.60589348341739,0
MIT,Linda Brown,Data Science Professional,2025-08-12,2030-04-23,5f0930397c25b13abccac68a272734e14ca35e7db298af5a1b8ea3d095945bda,0.534581405718027,141,0.9219491881162762,0.9001281139721298,0.8074284961568947,1,7,3.3527920393647066,0
ETH Zurich,Christopher Garcia,Blockchain Development,2021-06-23,2022-11-09,03bfbc3221aa17079e6548f795c7e3abed9c236cc3ffaee797e3d5091f2d704a,0.8243114647077091,1652,0.8181932497941055,0.9866345870974644,0.9512976120092044,1,4,68.31843472745969,0
InstaDegree Corp,Barbara White,AI & Deep Learning,2024-12-13,2028-10-16,f8f0a0b4feb5e5ed27035149743a404588c60b24556800330037f67c4ac4a4dc,0.0336,383,0.1857,0.691,0.2553,1,2,62.42,1
Johns Hopkins University,Richard Kim,Cloud Architecture,2021-08-26,2023-02-02,83cdbd6e1d12e015f6215bf31ed663f471031673c0003aa187c7fe0d4e8518db,0.8144198605864593,1588,0.8935910782505785,0.8802162888323128,0.6786020325336474,1,8,1.5815075739453694,0
NUS Singapore,Joseph Mueller,Database Administration,2023-02-24,2025-03-27,622fc0c08204d4a5b58a6a53de5c963f2c7249d5674da7f2e39ecdb5680f2251,0.8981852502488591,1041,0.680686258530375,0.9342591210243526,0.9692087581843963,1,4,5.907887241778781,0
TU Munich,Fatima Jones,IoT Development,2020-10-16,2025-08-26,1e0d2e3b20c6211f5a094164f81859bd01d20fdf5f300ecf5554f15182a42d91,0.7707767961123037,1902,0.9878918410267622,0.8860140484710229,0.8607045779371346,1,7,37.244903283501536,0
FakeUniversity123,Linda Wang,Cybersecurity Analyst,2023-04-18,2026-03-10,6b38a4e08f8be70fc767f3d5651fa5d772bebda3272a0d987c62219c376bf5e8,0.0327,988,0.4089,0.6434,0.1245,0,2,124.23,1
Salesforce,Carlos Rossi,Data Engineering,2024-10-02,2026-01-30,b49c8f2eea569183bfd56a473c032a882d83c58860f21eca650f2a27409151f8,0.844888100325997,455,0.9303988021912857,0.9158840515045813,0.9138048137041358,1,9,54.35079794249722,0
Cisco,Michael Rodriguez,DevOps Engineering,2025-11-30,2029-04-23,24507a6dc0e5c19189db8e95df369f40b0d9cd706c75af8d3db59c9f4f178b11,0.6670135524736556,31,0.7889687987667126,0.9078777263972493,0.7945022734849598,0,7,6.641335115835945,0
Coursera,Carlos Jones,Software Testing,2025-04-28,2029-03-25,28008caea7d8c5ed1ba3790769d222dab1fe2a4bcd16857629c1f984e3410bd3,0.8306772448678835,247,0.5946580779007049,0.930555307252849,0.9499952054124757,1,4,61.75940850836295,0
Stanford University,Thomas Hassan,UI/UX Design,2024-04-24,2028-03-17,9cacd25a49a1f0e0afc26e8607c3b75065b2c9c198bf31397e7023590bc659bb,0.8791470055289254,616,0.8470361541809036,0.8836058726755247,0.8140200522658476,1,5,2.6068746140431864,0
ETH Zurich,Fatima Davis,Natural Language Processing,2025-04-28,2026-07-01,58544e5e550e2b0c1cf9794fcb07eb5099fabc36987c5532215f39dc74b642d6,0.4306984871157267,247,0.8226278351202663,0.9459931719899907,0.7531296747467652,1,4,36.053203365951696,0
Stanford University,William Hassan,Blockchain Development,2025-08-03,2029-06-05,ec992ddeac160e86e31ec672bbb9012ddf7c515a0b5937e29861606863072e6d,0.7867941810859294,150,0.9784968091312245,0.9480739498380417,0.8240841817015871,0,5,1.0009906155618493,0
IBM,Wei Rodriguez,Machine Learning Fundamentals,2020-11-06,2024-04-01,747de207264a89199ed5fa57de9516936dee6fb18d07860a095ed11a066c7724,0.8375548528474043,1881,0.793836114379883,0.9376550387995011,0.8759064835317676,0,1,3.842304614720016,0
Yale University,Carlos Rossi,DevOps Engineering,2024-12-24,2029-05-09,a405652ca5a9b69fa539aebb6114fad1300482e262bc2dc60a73205e1c899986,0.9696591512920643,372,0.8891792054164821,0.9343416762342592,0.9059353599204493,1,5,41.86813097404765,0
NUS Singapore,Robert Rodriguez,Full Stack Development,2025-09-27,2028-11-21,77c680077d703218f3cb709b87724c74447202367c0e16abfddc577ad7cd074a,0.8979093347253739,95,0.7546137090075933,0.9750196446139365,0.9398077350360401,1,2,28.454233207458426,0
Cisco,Robert Miller,Project Management Professional,2025-05-25,2029-07-16,4c2b7dcde63fd88f40e1324d94031b741e2fb6c23989dae584e4e50feb088c24,0.5974624363295803,220,0.8259506116743971,0.8719033583117815,0.878491404407739,1,5,13.668606348977132,0
MIT,Ana Wang,Computer Vision,2020-05-31,2023-03-30,a49934b4e53333c8459bd85119373c90655b3622be41fd8642ab1b3002da1230,0.9092016094251494,2040,0.8706990874167062,0.9048809807413327,0.9571407634236849,1,5,44.531600220007554,0
Cisco,Yuki Davis,Computer Vision,2021-02-24,2024-04-21,a3eb306da0f159f99f5bda65c6af0e993c0627b73b38b433d5ac831022eda484,0.7076295850699011,1771,0.9266888456804756,0.9955048099285891,0.9982623284302555,1,5,30.532821820442308,0
TU Munich,Sophie Brown,Project Management Professional,2023-06-07,2025-02-11,7178c227cd641463862e859659105d71bb5589f5aa4fe6b2a904e28bf038ace4,0.8433500294377408,938,0.7036774623343343,1.0,0.7668718633640336,1,5,0.08363328059867506,0
Cambridge University,Pierre Kumar,Blockchain Development,2020-01-06,2022-05-09,201a898f2416177e285a3a15ebcdca36e3ec3b90e304f9f7cfc9c67f4abbbd7c,0.7402740609456475,2186,0.9765169750564434,0.9788066801651059,0.8532557335101929,1,9,31.48016566154769,0
CompTIA,James Martinez,Computer Vision,2022-05-30,2024-11-03,5adc6fce5ce1aa4e4b7559a6914055110bdad11a90ebf928c22e5c8902cf3817,0.9561179648186386,1311,0.9050633768037888,0.9383756918341901,,1,9,1.2607164925762016,0
PMI,Jessica Brown,Network Engineering,2023-09-06,2025-11-26,a3ddec627eaf2cabc4fa141125c00f78c195d99b1777ee2dabc5022d21e2e0fc,0.8550042169018526,847,0.7655750762671081,0.9884311711349256,,1,7,10.8430068855871,0
IIT Delhi,James Garcia,Data Engineering,2021-08-28,2025-06-26,f4320c52e6f64a0b6c1c6c1a98dc881815f8d71ead061a93b665a5780966ecce,0.5858843474864348,1586,0.9615276162711553,0.8492371037500407,0.9299801396450703,1,5,20.19606462818633,0
CompTIA,Wei Santos,Computer Vision,2020-05-23,2023-02-21,0fdbd3ca27840c61c2a0488b74095d82af1b12689559946f8c9287a64d39ec02,0.7770513119077247,2048,0.8948008873744203,0.9390697784964606,0.9002038541576429,1,9,4.217555270369455,0
Udemy,Susan Thompson,Cybersecurity Analyst,2025-03-24,2030-01-28,05f63ebe322805c54f5caf3b875a8e23ecbd654bf565eb1abdb1b8c11fd090b4,0.8141695987089453,282,0.7800808761677928,0.8980891234577765,0.9608985179844474,1,4,14.212315718599392,0
MIT,Joseph Rossi,Database Administration,2024-09-07,2028-11-26,95505e7b94812649e0c01fbce1735aaed40f0971c98d67dd66337ed640fb444e,0.8456055107993597,480,0.8495946885153778,0.948571624846513,0.9627515342853951,1,8,7.3197547047241445,0
Columbia University,Mohammed Thomas,DevOps Engineering,2025-12-06,2029-06-09,8808b6f1a6cdcec4b3ce522c3b49ad68a87436dc482be954eb4cd24e29d1bc06,0.6323323934378272,25,0.8989294187932468,0.9873565162551163,0.9219047089879889,1,8,23.229579001988633,0
Adobe,Sarah Martin,Quantum Computing Basics,2022-07-23,2027-05-18,6c6caa559ce4f7e207af808be6163fff921e941dbaf94308a38c2c35b2df3660,0.4593377682164125,1257,0.9548059227297111,0.8935194304873766,0.8507237239717508,1,11,100.7587753892504,0
Harvard University,Pierre Johnson,Natural Language Processing,2025-01-22,2028-12-26,cee3a0bd20c738c066888de47df7fcad62a3aa2005f8e83d1770539d2f710705,0.6889701263847514,343,0.9635191406226624,0.9157311917671567,0.9188282099193454,1,7,0.45786034465179465,0
IIT Delhi,Joseph Patel,Database Administration,2020-10-20,2022-05-04,97c7859f378162be2ac8ac27f589c7adc02ed1a9b3074b0ae408a05841a1e52f,0.9466975565670523,1898,0.8308135589272487,0.9537867429560042,0.9512248495894506,1,6,1.2774719147776512,0
Johns Hopkins University,James Kim,Project Management Professional,2025-09-16,2029-08-21,ecc96dbb766612b6660a65b3a8a69d61e11d587c1def1f9dbb9026ad8def704c,0.9086235361595747,106,0.8884795008061016,0.8407735391418127,0.8221382275849926,1,3,48.258967006436215,0
PMI,Linda Mueller,DevOps Engineering,2021-07-04,2023-11-02,57fb4c2f9c3785e0708315dc5aecbca4c3e9e77a02471dff3aa8ce7b9e73bc0d,0.8162329806271554,1641,0.983588410161114,0.9329865805278449,0.9306527716984335,1,5,126.42926265340323,0
IIT Delhi,William Johnson,Cybersecurity Analyst,2024-06-26,2029-05-05,ccfc4a00d746fcc58b40f873d021afdde2418f32632a0670a070efa209a76503,0.7622848559980686,553,0.9693323350949044,0.98967780287468,0.8892630623225866,1,6,11.019778628224977,0
ETH Zurich,Elizabeth Smith,Mobile App Development,2024-08-18,2028-11-03,7a7e21dd5d44550a2b571aa7ffc9208e93bc3e3d165631876b1bc67f1100f058,0.8900419181215355,500,0.780746368703681,0.8668313185525955,0.9007648186508629,0,3,2.135168132986551,0
Harvard University,Jennifer Kim,UI/UX Design,2025-08-15,2029-02-01,ae3c409180760dc61b43d8570447866604130849be9fa512cba623c1885037ad,0.8689457999663416,138,0.853275238889197,0.9215549864430336,0.8600527905376452,1,9,7.786510357074455,0
Cambridge University,John Kumar,Cybersecurity Analyst,2025-11-08,2029-12-16,a1acc72942544a0b26df9d206b3ca3ffe799b9f954f16feb77ed28d4608b419b,0.5541686736314277,53,0.7935284246660534,0.9210935730248144,0.937012429813054,1,4,32.746074340468844,0
AWS,Susan Miller,Digital Marketing,2024-08-04,2027-05-19,048dbf4be166b474fe50bb15f5cf6137d9996155a86d66a9b4fd00eefb4e5d52,0.9348351761149913,514,0.8558492052162312,0.8812261861426383,0.9164095093278385,1,5,35.87233821202129,0
MIT,Jennifer Chen,UI/UX Design,2023-11-19,2025-04-12,a3ded6c84fd2718ee373019a2008c5ab11161665cee28687c7a56fb040ab0692,0.8713745271710802,773,0.7110126208149004,0.9083568054091732,0.9909238922347691,1,4,65.11328825084526,0
ETH Zurich,Christopher White,AI & Deep Learning,2024-09-17,2025-11-21,329d425ead15e232c628d4586fd184599b6661220dba5789111432c9f8217ef0,0.4824950441800313,470,0.8648320382873798,,0.6532606900405175,1,8,3.2382088420966437,0
Harvard University,Robert Dubois,Machine Learning Fundamentals,2020-10-07,2022-11-10,35330627341f5c1d2f8c2981cf40428cfa0f63c976798b87f31e207c8b93e86f,0.7450403647566664,1911,0.8239823274231538,0.9054765967623507,0.9568731940465648,1,5,11.258582950974308,0
AWS,Elizabeth Johnson,Software Testing,2020-01-17,2023-05-24,c6eae9ee6b7c66b08d86bbc0a0582e47df25d8f496684daf246beafbdd74aa7b,0.6880966158629148,2175,0.9139602269527255,0.8211112890997027,0.9266948002481594,1,4,40.12741693897076,0
Google,Fatima Taylor,Cloud Architecture,2025-09-09,2028-11-04,3707db41f0f1b1bb67ab522cd0147d633e076c5ac9a01ffdaee984be0012af9e,0.9491130744332733,113,0.9656098965302309,0.8880743502188622,0.9844017594289981,1,5,18.477478766046886,0
Coursera,Robert Miller,Cloud Architecture,2023-03-27,2027-08-06,11d7df017c2847b5f14a0f712d73dd0e0f5048fe6b7ae12dc415a396fa7fca15,0.5330761005078963,1010,0.9121231775495229,0.9455064680821019,0.9480450816922064,1,3,30.02020639273883,0
CompTIA,David Kim,Cloud Architecture,2022-06-08,2024-11-14,906a44dbadf960d75eae7b75f1cf14436883c9c5a27d31c6778c291a3be600b1,0.8693351740184243,1302,0.8439655601126725,0.9135602730046739,0.7337146722864334,1,4,62.40573290399073,0
Oracle,James Anderson,Business Analytics,2024-06-05,2026-03-09,e0bbcd83a7bd615152357b1b40f94081c1f79ce24d1218c0715269361f4fd73b,0.9700233106175629,574,0.9471502456476116,0.8971048010124821,0.6300456944775303,1,8,6.109922622121408,0
AWS,Wei Kumar,DevOps Engineering,2023-07-14,2025-12-17,a54b1265fc848018a01d569a418a2536067eca2ce8b7b53a98c8890376223474,0.9109293157873576,901,0.9715854951430964,0.9175312126001229,,1,7,82.22696657556187,0
IIT Delhi,Mohammed Hassan,Computer Vision,2023-11-07,2025-09-25,9b71c5b878b4ccc6342858635483411d512874d1fa3394e4276e7e478242f477,0.9230750963016681,785,0.986120017970779,0.8300156369187689,0.919782696289318,1,5,17.56493542208489,0
IBM,Jennifer Miller,Cloud Architecture,2022-05-08,2023-06-18,f96eadba93d9dc208994a2bc8b615e72efe9bde6292a9461d55ede75a659ba3a,0.8244842223872492,1333,0.936274142134096,0.9655492579842001,0.6723995427454518,1,4,7.2118713867887045,0
CompTIA,Mary Taylor,Network Engineering,2020-07-13,2024-10-19,41e26edb9e8eca7f951f3a54faa8ca1aa141b22f61796a25fe507f437ac89cc7,0.7829423064360967,1997,0.9643023310730915,0.9786964123677405,0.8297244730439414,1,7,8.939910923780218,0
Coursera,Fatima Rossi,Project Management Professional,2024-03-12,2026-09-30,9419929994fb99117f6ddcf429d2857615a4a49d23d2e763fa7f6923907a15b4,0.7714845519013395,659,0.9660128950929454,1.0,0.820746402783674,1,3,86.28673271044096,0
Johns Hopkins University,Joseph Davis,Robotics Engineering,2022-03-20,2025-12-17,6d8ff080e8c2ab27910cd73b5f041dc74f04c09abe474a9db5d02a53bdc352d1,0.7324754801766933,1382,0.7991174491963682,0.8131622066405331,0.508951362305686,1,10,37.849618298763886,0
Salesforce,Jennifer Rossi,Natural Language Processing,2025-12-13,2027-08-29,d8e5035336a5268c482e51dca7bb53c359ba09f4e89814b6ee35bad3b4ee0fb4,0.8772396055611221,18,0.9338815839260525,0.8833132590427821,0.9192403910181354,1,2,9.238757597359761,0
Oracle,Mohammed Ali,Data Science Professional,2020-07-20,2025-04-03,ffbdb40f944acb1b6b1814a7ef0a9074c094324a9c08347c6278db2a20b81a8a,0.7083721297559485,1990,0.929938752739927,0.9605431557799176,0.9316962609421221,1,7,49.48147310922269,0
Columbia University,Christopher Thompson,AI & Deep Learning,2021-06-07,2024-02-12,1e324e0cb1bdcf86ad014ef27ca36b89aeadd297c15bd4c61088a25a4a1c6ce1,0.9390579079953487,1668,,0.9630380392155503,0.9851834182921981,1,6,9.377682850530945,0
IBM,Michael Martin,AI & Deep Learning,2021-10-27,2024-12-04,58613a220f667c57562968744772cc965bb1b9f493f4f1116032d72113f0297b,0.7778987912521699,1526,0.7804839373723474,0.8837604607808436,0.872793651267977,1,6,16.245689679092603,0
InstaDegree Corp,William Jones,AI & Deep Learning,2026-01-18,2030-12-24,c304f9d0396a25bc6da3c4debafb98cc7fc8940a605f95869ea981d029bb4515,0.1274,-18,0.4471,0.7316,0.1458,0,1,77.04,1
edX,Wei Santos,Software Testing,2023-11-27,2025-08-19,7f2b7b7dbeca1643e87e79a76814ede79e8134d83ae7ee65c6f2348bc0fb4f0e,0.7177889263689513,765,0.7006574668666811,0.9676101144986518,0.9753665453205046,1,7,7.20438735848728,0
ETH Zurich,Jennifer Davis,Computer Vision,2021-07-26,2024-02-11,196d5b9644066f82aadcc2b658d5d9c84c334b4f38045bb3f019b13dbf24bdb2,0.8653371752752437,1619,0.9710152304396504,0.9273222635658145,0.7917223564576095,1,6,9.302153193980377,0
University of Oxford,Christopher Martin,Computer Vision,2021-07-06,2024-10-26,e1c081476d499142909f0391a2da3881ea9929e96f7b142fd93608fa55efa0cd,0.682457270760658,1639,0.8485908582795763,0.8691210184157612,0.7686650464185938,1,9,26.278737473600245,0
TU Munich,Linda Thompson,Natural Language Processing,2022-08-17,2024-12-07,3e3096036a25f81da96bd9a971f2ad30e1b74d5ae80d943c980979639668da13,0.8731430470042966,1232,0.9349286741667217,0.9532022078897352,0.8052691317002854,1,7,34.938835935378464,0
Microsoft,Jessica Davis,Computer Vision,2022-08-17,2026-11-25,44b80a8a627f71b913fb224bef3e0d3aeeaa448023d3dc10d042b41118865a71,0.6012139786742265,1232,0.7061377563247133,0.9508661632219093,0.920563573689786,1,5,72.49699518664798,0
MIT,Ana Kim,Data Engineering,2022-05-18,2023-11-14,f751fb943b2d0a68450e379b9f82b8f44a78864718efbed2f9f3a07cf120ce8b,0.8885421394400294,1323,0.6803890434786768,0.8646261592215589,0.8960179271210067,0,6,78.05294093065498,0
Harvard University,Karen Jackson,UI/UX Design,2023-06-13,2025-11-14,5ec0fb78eb77a8083dfc2b1718e5f11f8b2bb770d1777aaa0fcd316808f6292f,0.9475930112828045,932,0.9385876541783272,0.8973846840375462,0.5546242132437442,1,3,8.313938483541547,0
Adobe,Richard Wang,Cybersecurity Analyst,2025-11-17,2028-11-10,38f676647fe4cb650a00f3425b82a61d58b417244bde45894fe4c777823f808a,0.8893897322867851,44,0.9160832281662845,0.949578550922655,0.828408985121317,1,7,7.182658056103864,0
Oracle,Priya Ali,Big Data Analytics,2024-01-11,2027-08-02,3bb0aab4e63b0b70753ec6f9c37d2fb2a7c5a9a653a919f4a79a68bce69fb7f9,0.7737363369401918,720,0.8247224596904642,0.9916321626039502,0.8465156267002044,1,8,30.483486672168493,0
Salesforce,Christopher Brown,Database Administration,2020-04-12,2024-07-22,e3847e24ca3e6c638aef957aa4c6c2df64ce8e3e27521e705ebddbda7c2c67cc,0.8194864624626452,2089,0.9244301263642055,0.8827483789756964,0.8469249397818617,1,5,27.25878246774572,0
DiplomaMill Online,Pierre Martin,Full Stack Development,2025-09-18,2026-02-19,e015bb77b6ad7fefae962cf2d162401890889c76c1d93b9d1a6f62707a2c5a8b,0.1586,104,0.2349,0.6653,0.096,1,0,37.03,1
Columbia University,Patricia Mueller,Business Analytics,2024-11-03,2028-02-07,d5876edb6cc1f618f47f623b12865af6090a1e9270ed4af90768bb6469149ccb,0.7703841569363314,423,0.698876584410465,0.980530562347482,0.8670865903982216,1,2,7.199248578786232,0
Coursera,Fatima Rossi,AI & Deep Learning,2024-07-30,2026-04-29,c5fd8f7a874d43b47ecf0d34d66bc270fbeb0ace112eb5258e2e8e9b17c2d850,0.7847735124126999,519,0.8636862793792093,0.8959108062056638,0.7103561752161833,1,4,20.098367868960953,0
Stanford University,Barbara Garcia,Software Testing,2024-01-04,2028-02-04,d6cda5d7780acc11b8e4cfa3435ffa3fff7772a0d239b4b66180e2894d62b734,0.5911352423737748,727,0.5454726247934517,,0.8863028624658998,1,5,25.84935582363042,0
CertForge Academy,Arun Martinez,AI & Deep Learning,2024-08-22,2027-11-28,1173dda4282677af3db1b4f2d15b4810686d2b29248f62b440f2ee6f1bbab730,0.3609,496,0.2042,0.852,0.4544,1,0,126.98,1
CertForge Academy,Richard Chen,Cybersecurity Analyst,2022-07-21,2022-09-17,e3ba8ddc85e1be0f55f4735cd6e4035bd8d1b4d2fle5e5ceeffed3cfd04f3aa1,0.0459,1259,0.1235,0.548,,0,1,23.98,1
Johns Hopkins University,Joseph Wang,Cybersecurity Analyst,2024-07-11,2026-04-09,04bd8a573c562ad25338cc16fea280d4b844744f648f9d082114bdba849720d0,0.8584183368303675,538,0.5775949993835745,0.8486430371467518,0.9177924382346508,1,7,22.32562636293325,0
Columbia University,Joseph White,AI & Deep Learning,2025-02-20,2029-05-05,d5e1a8aab2ff36481a91d6495d43897747b51cadc530db9d40ece838d0d3fc53,0.8934775524752315,314,0.8337425347450462,0.9190574486379165,0.8031743879194055,1,8,50.09301008214836,0
TU Munich,Karen Johnson,Digital Marketing,2024-07-09,2026-12-11,d87f97559838acb461647a685a4f873b88fd195b8e8e7fc2d419f715c07c4018,0.7290762243874417,540,0.8790119629666596,0.9540443207438876,0.96244057688471,1,6,14.027476608147438,0
Google,Mary Tanaka,Digital Marketing,2020-04-17,2022-08-09,350df1afcf5fd8af71963b08e95ac7a380178e68b1f9672727310dc0c0f16772,0.89924728903829,2084,0.9686194684143898,0.9479353594511458,0.8990886652111589,1,6,10.787289494619863,0
AWS,Mohammed Thompson,Data Engineering,2021-08-27,2025-04-30,d341fbfb1bb2f9c4c169c3a3fcf8dddc8575ef6339f5a3c4ddc7731dcf918eb9,0.8515278290277308,1587,0.8708212070178937,0.8738165572714935,0.9576235340583382,1,9,54.88704165134382,0
Salesforce,Susan Johnson,Mobile App Development,2025-04-26,2027-12-14,27677ac705dcdb8eccdb3d2ea16874b1d37e6f84a02e81cf80be1554942317bb,0.6571060341152787,249,0.93394506108113,0.8431194365016423,0.9295769809315172,1,5,75.14111024008949,0
Yale University,Mohammed Jones,Digital Marketing,2020-01-20,2024-01-19,2ea79042c1b2cabf309720b5da2e64dbc56075cdad6426bf333847e15f6f21ec,0.5142629558544788,2172,0.936212425353961,0.8530713281942774,0.6293100505767726,1,7,17.4189139928967,0
Oracle,Barbara Jackson,Blockchain Development,2023-12-04,2026-12-06,f0d1b53b2446503324295aa5ae64f34c3a315974d37c38eca74e3e4ccc13efcc,0.8507151290754051,758,0.615113834670827,0.9935461905962819,,1,7,15.482917773194822,0
ETH Zurich,Sarah Martinez,DevOps Engineering,2022-03-15,2024-01-10,59a24a0449b78522a3a279b776a3e07ad52ac6d5b6c77e5d488f2a3a12fd635c,0.6869625666246354,1387,0.7457623557632307,0.8614268529387269,0.9026643649679258,1,7,18.442198847945285,0
Johns Hopkins University,Michael Kim,Natural Language Processing,2025-04-01,2026-06-16,d56b4281af22b47f165348ea6a4dcd86c837339e842fb357f2830e80bdb9275d,0.5633492661762473,274,0.8064092068439667,0.9138445313192458,0.9671139422554608,1,11,18.888537670119103,0
Salesforce,Fatima Thompson,Mobile App Development,2020-10-27,2022-12-21,3c51f891acc26c317abadbcbccac564efb75d91295dc9ad07038d2f6d811944c,0.6094595670903445,1891,0.8949058287780287,1.0,0.6996327685964115,1,9,30.894061069824918,0
NUS Singapore,Mohammed Rodriguez,Natural Language Processing,2024-06-07,2026-06-24,41f2b69882dfd6d3344d6d1f8a81b96ab4b5b2fba917f03e4292660aa4b60f6f,0.7947423182520476,572,0.9548519342690275,0.9614564913668058,0.9534400027934482,1,6,27.257913901227198,0
Columbia University,David Kumar,Robotics Engineering,2020-10-25,2024-03-03,e8a3f071f1108242fc5d22f81365d8c319429ed006a96d4365c2b51967a2301f,0.819093746354515,1893,0.639420145988587,0.9281437026769893,0.6877218767043228,1,7,22.54567782492146,0
University of Toronto,Mary Dubois,Machine Learning Fundamentals,2024-06-03,2026-11-01,7d862405b667cdf069ee983b546f9132dde9513491522d9fa614ec3f95cf0da7,0.8476266807237857,576,0.8615824425814347,0.954408033639834,0.7919921415028863,1,7,21.08468551400069,0
Cisco,Jessica White,Digital Marketing,2020-08-09,2023-11-17,67df7dbb3b431d65ac8587bc17270bc7434b9f9840250e4765d0de85f51aa7b0,0.8215278870791287,1970,0.7575695396602342,0.9611403422784588,0.8411547181901318,1,8,10.300004853994828,0
IBM,Pierre Jones,Network Engineering,2023-05-15,2028-03-22,14608dbb7b3ebcf43f8fac6288ad70dd28b80b7f22e44dabf7113aea49d2ac22,0.9090685384674904,961,0.891689277891524,1.0,0.8884679191629425,1,9,20.358577415659596,0
QuickCert Ltd,Patricia Thomas,Big Data Analytics,2023-06-02,2026-07-01,8f5a84bd89104a8d1f1234ba7457adb87c881cc3984bea6b0153a5a17909794d,0.1129,943,0.1806,0.7953,0.1959,0,2,46.39,1
Coursera,Linda Mueller,AI & Deep Learning,2025-08-09,2029-05-17,11a81813cccc6a9e4c366450814598defb8199e73befc477b5f6aae2e769adbf,0.8909845684286888,144,0.8448316677366288,0.9619719375110807,0.8575546562249869,1,7,4.747455750387344,0
Stanford University,Arun Kumar,Digital Marketing,2023-01-01,2027-06-10,be627acf4b44c8aa75a24a5fdf216c936b21cea7fc0b9d7eeaa7896bdc73975c,0.8167228499862611,1095,0.5142124583638247,0.9558994570654148,0.8014035519204773,1,6,3.346359287571825,0
QuickCert Ltd,Carlos White,Machine Learning Fundamentals,2020-06-18,2021-06-24,0d778109,0.1306,2022,0.3534,0.7165,0.0441,0,2,47.14,1
University of Oxford,William Santos,Big Data Analytics,2020-01-21,2022-02-20,7b57680bf30f99b9723260850ff704e5c0e2302677c224f83bfbc1331f0af7fe,0.7947523260335455,2171,0.6484081774989967,0.8870509593381207,0.9461507566003889,1,8,18.43917425420434,0
IBM,Fatima Anderson,Full Stack Development,2025-03-07,2029-06-24,91fcfa0590dcd9afddf0051684fbbdeb843fd50cc0ed63b345c103bce76e2b55,0.8935754367142148,299,0.835820996908015,0.913570972751662,0.6513223320294514,1,11,29.553738722417556,0
Udemy,Arun Tanaka,DevOps Engineering,2020-06-09,2023-05-22,7614d7bc93c235d4eea8212d7175c05514130247383de858eac5fc4bdd08c59d,0.8940935673179559,2031,0.35901006827007875,0.9570463846078237,0.6480691635277993,1,5,14.88814310629965,0
NUS Singapore,Christopher Kumar,Agile Methodology,2025-03-13,2027-09-02,d24b805cdbff6825285d69dae3a8f8647857a905d17279578e907df7c94548e2,0.5961641448378877,293,0.8607058623080316,,0.7684643217985032,1,7,69.14642691582569,0
Cisco,Wei Johnson,IoT Development,2022-01-11,2023-10-22,7462e96c770d2547df1e847b61f46e3299589f7e436df95ac5bf018760574462,0.9146445647198338,1450,0.7689006481376914,0.9781157227090039,0.8560547388101537,1,6,1.3277547658566549,0
ETH Zurich,James Rodriguez,Project Management Professional,2022-01-22,2025-03-13,8e55fd4825f84243687e32185f76148602fcbfdd02c436074919451d5ed077e0,0.8534574209828444,1439,0.5918269081049081,0.9133693066463994,0.9923236419825929,1,5,10.752214001246552,0
edX,Robert Smith,Quantum Computing Basics,2022-03-14,2026-11-08,2a1d7cd74c0e81cc8e98290b15cf2a0e2fb386bbd51bfe589767f45210954664,0.5783562930424144,1388,0.9217832933344435,0.8618830031726057,0.8359827901693713,1,8,33.07506698501619,0
QuickCert Ltd,Robert Anderson,Business Analytics,2020-02-17,2023-05-06,8dfdeabc5997150f57dd95fc53de02e42b0dd1dd1cbe1be276885cd4f327f136,0.1476,2144,0.516,0.774,0.1956,1,0,40.77,1
AWS,Mary Kim,Data Engineering,2025-02-08,2027-12-04,d3b94c931afbfe597f1fe0b798bef8df2a1a34ea779876de51e9c7cd1d236133,0.6238884850117458,326,0.9372501940422227,0.9882085960925584,0.8369823281655552,1,6,66.19330788414258,0
TU Munich,David Harris,Big Data Analytics,2023-12-28,2025-09-24,362c6b9a1faade718da8d71e06a6213218ec0525e38834ffd99beb29cd5b6a4b,0.7894383362790024,734,0.81247047646451,0.9231641174290421,0.9688278796283101,1,1,5.3519386348122175,0
Salesforce,Wei Mueller,AI & Deep Learning,2020-12-21,2025-01-14,63c4bb3e75225c609623507fd12b061f5a4784f62984b84bd3fb56256f34650e,0.9961156929499719,1836,0.854388661199611,0.9294459722014495,0.593544210638843,1,6,1.1769853144560327,0
Salesforce,Carlos Davis,Cybersecurity Analyst,2020-10-10,2024-05-15,0cdc148658523abbcdfb0e083c275df0eb9b148b9e99841f1b5fc53bcf7c4f36,0.6406348964380262,1908,0.820680588317812,0.9443513221304327,0.9352570058461378,1,6,24.657523024995484,0
Columbia University,Patricia Tanaka,Agile Methodology,2022-09-24,2027-02-08,56315227043d290535666c5783dcac8c070b6ef261e9a4f2536c9eb4df6d67fe,0.5835590294039879,1194,0.8844535718504055,0.9846073616297563,0.8301835291175311,1,8,35.91222700283177,0
Yale University,Jessica Hassan,Computer Vision,2024-11-17,2026-09-24,c58592ea99f79f63aeb2593d34a3a1394b0c58d09b8714aa508691fe5901baa4,0.9462528556058551,409,0.943063974961044,1.0,0.8648883682756717,1,7,56.2275877405762,0
Stanford University,Jessica Garcia,Digital Marketing,2022-08-07,2024-02-21,b395514c186f311e6fb7c2b8e4ac8ac82044ea4ff59cc5c72e093cebe7b9e7a4,0.857342946996829,1242,0.8980564049936549,0.8800495357438402,0.8127139407307006,1,6,0.5564270048273732,0
Johns Hopkins University,Jessica Rodriguez,Software Testing,2022-11-30,2025-02-01,d1a87fcc8d675cd19d8b4c05d950b7558ae8ec0f04b6486edadc4100499e4aef,0.9180912743940345,1127,0.7742074413534861,0.8564547010920959,0.8476218032335945,1,5,8.546050804826423,0
IBM,Fatima Mueller,Agile Methodology,2020-11-29,2025-09-06,0b8530ebf6963d8d0b0a099c1a0b5c1dc327deedf982359b886843527743d673,0.932203187283255,1858,0.8895128083338094,0.9259919322392258,0.8247673844052469,1,5,19.764348854740092,0
Cisco,Yuki Garcia,DevOps Engineering,2021-07-03,2024-11-03,b7a367bb82367a575eec3b0ffdefeb532007cd79fdef9e27cfd27cf1e9a3bcbf,0.5285003165028112,1642,0.7415961208540708,0.9794964943536161,0.9863874216666721,1,8,70.47323451801728,0
Oracle,Wei Patel,Project Management Professional,2021-04-09,2025-02-09,596e98b6eef1b6c413a49307f82744af905fde46895aca5d83692397ef9a6a80,0.8359659908872767,1727,0.9955777255736912,0.9189423513393724,0.8171399284766612,1,4,21.740593209015454,0
Stanford University,Pierre Garcia,Full Stack Development,2021-05-27,2026-03-02,dfe8f0965514339d0f8ce3de8262d5ededc5fb55621159029a7695d1e84cda9a,0.8470951811700826,1679,0.8842134266658219,0.8607955979791768,0.9683495343913686,1,2,17.111779296206397,0
University of Oxford,Sophie Rossi,Big Data Analytics,2020-03-05,2024-10-06,9a25a4ddc8b6ad857c0c5a03f3f5da279d27ec25bfa0a31de1ad0a8c8e0b2f09,0.803719480480247,2127,0.7823058992432271,0.867563557174607,0.8517876081015423,1,5,127.63690835718903,0
Oracle,Elizabeth Kumar,Network Engineering,2021-10-01,2025-11-29,3956b51c21aa6f3caedea9a92a27b2b09b18b2c2a28e69459cee19f87e74a011,0.7902570367706137,1552,0.7002635169977819,0.8274561715883542,0.9351368004477395,1,7,47.12293034431491,0
NUS Singapore,Sarah Williams,Business Analytics,2025-10-05,2029-05-25,eb31092118de4f31f77f8f328cd78b3e939fdbd413342decb4dde92b0a70dec6,0.8664155708352244,87,0.765625518378911,0.9372811059304659,0.9343143549173587,1,6,25.75193016791441,0
Columbia University,Richard Tanaka,Software Testing,2024-12-23,2026-08-15,3cec09bc7cc43f93fb8030045160515ccc29bcc7990c42d13a17a603b7ba345b,0.7050111456219834,373,0.786275390641194,0.9891325035280277,0.706979839996316,1,6,7.750538009798976,0
Yale University,Barbara Kim,Cybersecurity Analyst,2021-11-12,2023-11-21,84dde68bd523e2d3e3889786ee08ee5b90863736d67e0a51fe5a8b2001633812,0.8981896831129903,1510,0.7199483009057579,0.9146402844301954,0.9273017465713846,1,5,23.608347991351852,0
Yale University,Joseph Santos,Business Analytics,2022-02-13,2025-01-24,d48650d82d011c375feb1c92633c16204aace22d596a91b92abcb6f39e9dddb6,0.9527983824430282,1417,0.704954680760694,0.8795429774906911,0.9140242734727293,1,5,6.390557085318877,0
Google,Christopher Martin,Project Management Professional,2021-02-26,2025-12-23,3e45846493524429ccfe64454e06447bf430c59ee8aad2e653950c403b4d2fb9,0.6687777710049143,1769,0.8950487568841978,0.9050870256342547,0.9405588235485481,1,3,8.219126455665284,0
Oracle,Carlos Hassan,Natural Language Processing,2023-10-30,2027-09-13,503e119d9d621ed48aa52347c5c65f2252f4e5841a4e357d3df18e9d1f2e74e3,0.8635482366679607,793,0.8069254257548828,0.9771021659235486,0.9380259414469935,1,4,17.52597755609582,0
AWS,Christopher Taylor,DevOps Engineering,2021-09-18,2026-02-09,7468bca2ae2ce81296c95614d5b7ccdb20029c91a1ff01bda6df63bb0a78683b,0.8152583568213254,1565,0.6156401610839505,0.8633314984394428,0.800697285745816,1,4,65.30875089694831,0
Cambridge University,Susan Jones,Network Engineering,2025-08-24,2030-06-09,920fb01b51ed0acc0471d5f457047ab3e529c1402f9086b6ecd3b9048b86d280,0.8611227516423842,129,0.9855832372624839,0.9292087596680264,0.86859249827772,1,7,21.023488527287466,0
Adobe,Jessica Wang,Business Analytics,2025-04-01,2029-01-19,6965d9332db5fbff833932e0b1713c5601700333548e72629cb18099a6836938,0.8926910148207147,274,0.686925227737597,,0.9587577682866294,1,8,33.8285401612633,0
edX,Joseph Garcia,Full Stack Development,2025-06-07,2030-04-30,4666692f8eba8fbac516efb38afa36797108aca26f2492459be8133bcc886dc3,0.6841092908228379,207,0.691873363339015,0.9234949710201564,0.6745200772832337,1,5,3.4916231783879215,0
IBM,Jessica Smith,Digital Marketing,2021-03-11,2024-04-14,c861f765750834d572edf003a84c945df4ac470c1cf11b79f121fc4aff2966b2,0.8364138404420535,1756,0.6769147455916921,0.9801780441383797,0.916289154795637,1,12,5.800157132641831,0
Salesforce,John White,Cybersecurity Analyst,2025-05-01,2027-12-27,352dafbff6e2aa465fa89994b7ca9aecfb1121564dc1dbb38a67a39659394ef0,0.695519098258665,244,0.920282887016535,0.9782848755372303,0.9074827112708408,1,3,17.482030526735173,0
edX,Mary Martin,Data Science Professional,2025-10-04,2028-03-28,dbce20c7b64f2c80bf796ed083e3101899f32885bb66ce006d13fdf2c19c41a6,0.7636216974833681,88,0.9315445731814849,0.9143047249375211,0.7544360838580799,1,10,45.75365199428075,0
Microsoft,Robert White,Network Engineering,2022-07-27,2024-11-07,c29090afc3d37e79a2968b2ea80c177d2521d38ce4b0160c4c836eee8f26431e,0.889904874757519,1253,0.9508107769444446,0.8891671035496922,0.930001779301173,1,6,16.69510449005861,0
Harvard University,Christopher Jackson,Agile Methodology,2024-04-06,2026-12-26,d6bf3d6673aa3beb86c4094413b5afad1871d7d565bac418ea9ace2b89a41771,0.935194086594584,634,0.7241149734258322,0.8312270893420545,0.6648653055403341,1,10,73.0821291732033,0
IIT Delhi,Sarah Kim,Full Stack Development,2022-06-26,2024-04-23,14a56a2b6688e0cbc1d59e1b0c818f0b7ae5d2a307c30b732d40457d401dc2c5,0.5903757577777068,1284,0.7214436358223488,0.8114066470756395,0.63647908174086,1,4,35.91465785430559,0
Cambridge University,Thomas Hassan,Business Analytics,2023-04-18,2024-09-21,7a06e6e577bca27bd2671d85cafb0706d31af2238ae495ef886d0511dd8a772a,0.9424439624879497,988,0.8095303049776478,1.0,0.8893650442579658,1,8,17.112273210354072,0
Johns Hopkins University,Arun Miller,Agile Methodology,2022-06-22,2023-11-15,3bddbc63e7cfde6bf076708a7100062be1b517211aec1e40aa5be0cb115cd12c,0.7178940883251926,1288,0.6597952734808991,0.8624677891456993,0.798407981477624,0,5,13.344774910352474,0
NUS Singapore,Robert Rossi,Natural Language Processing,2020-11-25,2022-03-19,88242be7f2790a4a57d724489c7b02beb57785e4f6d9e836fa436e06db3e75bb,0.8591099501193333,1862,0.7610590987806666,0.8989816754963947,0.9812152495298979,1,7,13.990598376610969,0
edX,Karen Dubois,Natural Language Processing,2020-06-02,2022-02-18,126be55b0ecdbca22ad778ffb3f23caefee1a9aae4d32828e44e9d798104674c,0.8578336428283799,2038,0.878469153276768,0.9486139263106113,0.8523346870885606,1,7,86.83715242481445,0
University of Oxford,Yuki Tanaka,Robotics Engineering,2022-03-31,2024-11-13,38595eb23c918ed1c341d132203afe9323c01d5e36e7e820abc6f2792148602e,0.43032133571414377,1371,0.9328272803058745,0.8674182313373829,0.8838642833069517,1,9,27.268058752200893,0
Adobe,James Taylor,Project Management Professional,2020-05-02,2022-09-02,bd67a6ed2756e9d5b806e2f6ccefba9e1af21eccf131f4c239d058f0aec500db,0.7759986499571913,2069,0.9376203976380967,0.9410648153428531,0.5616481209849439,1,13,12.303074623456123,0
NUS Singapore,Priya Santos,Software Testing,2020-06-09,2023-07-09,dfc0ec31bde1d43ff780706fc2a64eef2feaf99e04f4477eef67d5bea38b567a,0.9297380267194615,2031,0.7518880989774486,0.9347650175367452,0.8606674002379947,1,5,34.77356750088522,0
PMI,Barbara Taylor,Computer Vision,2021-09-14,2026-03-23,9abbaee4e0f4042b918a02659085d6a7275571c98a7dfe2259356def298ee89d,0.9296556611890714,1569,0.8925534826474244,0.8493160946310643,0.9198107506027914,1,8,16.440283864482655,0
IBM,Robert Jones,AI & Deep Learning,2021-05-03,2024-11-02,119459e107a8963bfdfac4bb5d22159641b265a29aa818855ccfd961033cd43c,0.7738291594007286,1703,0.9453129061402628,0.8758069098126341,0.9964737756324769,1,5,0.3324362083996992,0
Harvard University,Robert Chen,Mobile App Development,2020-12-04,2023-12-30,c7f3932a753cdf2d2293930a39a1ae58137a987ae14f2294cab1c0bbf20d4c57,0.8218270319201347,1853,0.8880329201891015,0.9685845363119072,0.9103255394510158,1,11,11.767531100690539,0
TU Munich,Thomas Davis,Agile Methodology,2024-12-26,2028-03-31,424b61d49906164ce7064d6539bab498d092b80d7c846258639bcbd7ec5d232c,0.4835351470721726,370,0.7803894847729025,0.988127729592106,0.8887637607204463,1,10,4.80682485880785,0
MIT,Linda Thomas,Project Management Professional,2021-12-25,2026-05-03,e9081546af4829aedffc0d19f8cabc33e88e48536fd9efcc54d8eec8f8f338e2,0.7600839028117298,1467,0.9643072988049025,0.9166494544902781,0.8948662358967595,1,7,36.03908243562624,0
Oracle,Michael Mueller,DevOps Engineering,2023-03-06,2025-01-06,3e10bf1881b7639f259f35bd460b19111dabacaeeb0baa1e5b8c0e2db6a19bba,0.4904551588480201,1031,0.48909550946601915,0.9243372311881297,0.6983964147943809,1,9,22.321719113569852,0
Adobe,Robert Wang,Machine Learning Fundamentals,2025-04-15,2026-09-08,7c3356d0742e48956e8b9457a1dbe34a78ea5dbdf515b2e67088656af148cfb4,0.7768961168951584,260,0.93611707267312,0.8715587942982503,0.9633982110946248,1,11,44.89590709069699,0
AWS,Priya Santos,Mobile App Development,2020-03-12,2021-05-10,d7b0a437e551b6df66b0d26d38925a335a89ccca8869c236db138a73ac4ba52f,0.7625915520207325,2120,0.9622053251117294,0.881027511516265,0.9531851524031694,1,7,3.543480896245834,0
Oracle,Pierre Brown,Software Testing,2024-05-18,2026-12-18,7417370e5753d5e62de53560330f43e7a9f223f96843ee14960607dc37bc193e,0.85902840429198,592,0.6696296401342622,0.8420031691733997,0.8338034004426982,1,6,50.31498842702328,0
NUS Singapore,Linda Thompson,Robotics Engineering,2024-10-09,2027-08-13,78511f08a01479ed9403535c3bb29c372cfc484de87411b3f0c0308c8e6e9ab9,0.6937205240586292,448,0.928101224675606,0.8901985767712515,0.9509269229502104,1,8,3.874514020648988,0
PMI,Patricia Brown,Blockchain Development,2024-01-16,2025-09-25,909f00397343a773d2f1d1811b708e4eba23026c8c92552b56bffee4ccb45c60,0.8083845820608858,715,0.9703508711153055,,0.9563420381960724,1,5,16.86536873423738,0
AWS,Linda Jones,Mobile App Development,2022-09-14,2027-05-21,bdd0d42f0eb9eb329899db7159cb2db3a35f758e28a18a6258fbedd99987a81b,0.6971174111713643,1204,0.7661336817608869,0.9017779498447237,0.9048958990603826,0,3,12.447578389560558,0
Adobe,Karen Jackson,Data Science Professional,2022-07-06,2024-10-12,f86e131e4fd07bcc796b3cad4781c754242101a9e69991865e67b8e8e77589c5,0.928825807437345,1274,0.8543906333634138,0.9532293863463064,0.6653009935751608,1,8,1.1207114978959511,0
Johns Hopkins University,David Patel,Data Engineering,2021-04-23,2023-06-20,a3d5bc1eae53044e38846b72a22614f3be73afc3c918a206f6c547e6c3b33c41,0.7912983257191238,1713,0.8455514838922432,0.9164449257551649,0.9442748407581768,1,3,106.43164005414877,0
Salesforce,Karen Taylor,Digital Marketing,2021-01-26,2025-03-14,42167e1b70199c6759ebd6608f158fcabc96d5210a8b6dadfb17e3025a6bb79e,0.8026354363867824,1800,0.779856825546478,0.9053116080124028,0.8793227532421515,1,7,3.3610350667968674,0
TU Munich,Robert Miller,Network Engineering,2023-11-01,2027-02-28,ad95d70b485aab651f9be0d1eb3bda1002d173e4fd290edb1d7cf3bd5783a52a,0.4357444153016183,791,0.7018692685058432,0.9907976135091124,0.8626017961746546,1,6,31.86612683350589,0
Oracle,Mary Rossi,Computer Vision,2021-10-30,2022-03-05,ce5462df221f9124c7a52f5d29c157d665eea3daa3610c3e69340cb7f577dce6,0.0788,1523,0.1018,0.75,,0,0,109.05,1
Harvard University,Carlos Taylor,Machine Learning Fundamentals,2025-08-28,2028-09-01,07ef3cb0a4450b18fc77eb350e762bf8c2ccc6ec5d4b24b722f7fa4d578270ea,0.9010755776782081,125,0.5330934130109357,0.8819997161784868,0.8815553161033763,1,1,21.887187634718995,0
Johns Hopkins University,William Jackson,Full Stack Development,2025-03-13,2028-08-30,6c30abb758e630496e168ec28f89f0c65e55d8bb38df1ceb240c93f0b049a6da,0.9560456521879809,293,0.8904488348125953,1.0,0.937250352481462,1,4,22.289943402098114,0
Columbia University,John Kim,DevOps Engineering,2022-09-14,2025-05-11,13cd5d8d8fee5d6968521c7f0d30699907dccaa8c00e44ff0d1784379ada4411,0.9631863728447841,1204,0.9619525980655768,0.9026724889089696,0.6569605750603658,1,10,9.882067081521829,0
Stanford University,Linda Santos,AI & Deep Learning,2021-12-21,2025-11-24,e2cb3390430742c5256221fb3dc2f984fda9029aaa2b95ae834b3ebb26149a16,0.8642063371689714,1471,0.7184074070897079,0.8788682028198138,0.9559721151234868,1,3,10.125369676219702,0
Coursera,Jessica Harris,Full Stack Development,2022-02-07,2026-04-12,0b89365fd7fe35cdaa0019458c0f89b9b53ef6a144f9051f4e8d0423e9ef37bd,0.8320132851992069,1423,0.7685684834129617,0.9363731238865189,0.8301706401048209,1,5,6.543851779331994,0
Oracle,Carlos Thomas,Big Data Analytics,2022-09-16,2024-09-25,c5121859db4410b50f20760c24817f2487fd06eba844646e5c74e6ebf0145f6d,0.9260740753943767,1202,0.9217511527770612,,0.7876162825494177,1,7,19.468699109165385,0
edX,Thomas Tanaka,DevOps Engineering,2025-11-12,2028-06-27,fe87776563bb826174f537518c5941fbac2cb1ef93147fd05c494e7790631f2b,0.41943597907965685,49,0.9242343525913574,0.9298363622281112,0.784767750970707,1,5,4.651715841828294,0
Oracle,Barbara Jackson,Project Management Professional,2021-12-20,2023-08-05,8529252f43da288b17e94f4ea93886c4c71ab9e9bd0771f4ff4ac6594b2f6ea5,0.7609226604150585,1472,0.8471315172270345,0.8463010143451521,0.8381645936064249,1,9,4.447807597051797,0
University of Oxford,Pierre Anderson,Mobile App Development,2024-09-13,2026-11-15,68451dd1e2f03fb3dad45bb9a6c7a30fab9844204cf47be4ad3bcbe1e9103eb5,0.8750800670878437,474,0.8786800721308698,0.9181741162630153,0.9677258712559856,1,4,28.22791947024565,0
CompTIA,Michael Chen,Natural Language Processing,2022-02-05,2024-03-14,867a0b4ac009f07e5a47840a91051e6e9dfbf7c963dd4dd343bc7295ad9ba8d5,0.9363732840572412,1425,0.9024781701227563,0.8828638713318329,0.5460343084323076,1,10,13.839973102584803,0
Harvard University,Richard Taylor,Network Engineering,2022-12-10,2024-11-28,1cb4dd52acc7980769b7c5c54abb50d2356dfe905b277701fa3c31b3c67d176d,0.9180808727812969,1117,0.7970833904338247,0.9851782501188442,0.8653318380467744,1,6,31.85330524196612,0
CompTIA,Susan Santos,Project Management Professional,2025-09-07,2028-03-19,49e1e18362ac7se2397ef4191e983423b6c03de32b388d405229cec14ae2a7e9,0.0653,115,0.1518,0.7717,,0,0,104.0,1
Johns Hopkins University,Yuki Patel,Software Testing,2024-12-08,2026-05-20,0fdb9268edfd55044758f7cce7e5ddaf453f8e7aeee6d12cb77242aa3c6a7923,0.576961836986563,388,0.9370832340289744,0.8864551494682522,0.8137692076216823,1,11,60.6259294398857,0
University of Toronto,Patricia Patel,Software Testing,2025-10-01,2029-11-27,08ee6ac8e208745f37fa2fdcf4ea9bb8877da6b31451dd980763f0cb7ba26b13,0.9006087216982166,91,0.9289901849586105,0.9120279147991,0.9806778666802299,0,6,20.221404886130806,0
Salesforce,Christopher Martinez,Database Administration,2024-10-02,2028-11-13,6ff7a52b706ea1b125aeb572f01d7e514fb3fc7499e3f90de02f95ebc3cc0711,0.8983530230754649,455,0.7824649805693722,0.920678119359661,0.8325135027114334,1,12,11.308526012434566,0
edX,David Thompson,Big Data Analytics,2020-07-15,2023-09-11,ff368656cd3d3056d6d4e759263dd7d7ed5c62bb2812e70f7c8d5d758dc54ed3,0.8952099824672927,1995,0.8402983822525035,0.9778049635137056,0.7878016776602482,1,5,3.2898970534652303,0
Stanford University,Michael Tanaka,Database Administration,2025-07-23,2027-03-02,bf4e6f79e3c88c240b1a69afc1784ad3bbad5687cfa58ec91ddda797ae11448a,0.9802109108000356,161,0.8243572706783142,0.8213520414636597,0.9143443371758837,1,5,5.537837253405141,0
IIT Delhi,James Thompson,Mobile App Development,2020-10-04,2025-06-08,3accd5fa400edb07b01e03b190cb700d9769fb20ef77d2dfb8d3f4108ce516f0,0.9784977482071273,1914,0.9709147126252002,0.8372711299360909,0.9466139642683518,1,7,25.777171538178386,0
TU Munich,William Wang,AI & Deep Learning,2021-03-01,2023-11-03,52dd23027165d9d839d5387b2e8d6afc61f5009677d8b18b80cf86b0e092eebb,0.7974898990058248,1766,0.9496688112225029,0.881735392377036,0.805822609008041,1,8,19.66466646919232,0
University of Oxford,Robert Thompson,Cloud Architecture,2024-05-11,2025-12-19,69ee2d6545ced7e1159ba214a389f869da029f2e6c659fea1ee2df138f060578,0.9750495065486745,599,0.8295667967174157,0.9103514816101125,0.7805350061564325,1,7,23.185873231760066,0
PMI,John Taylor,IoT Development,2020-07-02,2022-01-31,3dc219b763392f50125ad6d2cb562b12fbc3e5035f484ff5d95431ec69fa3aef,0.9877934401202959,2008,0.7184393936143971,0.9481158386541043,0.8237680726089398,0,9,29.728646387905947,0
Microsoft,Richard Williams,DevOps Engineering,2025-07-17,2027-02-11,60d8f761e0bc37a31aff76c711bf4394be2c24c36b041693db12c1cda05ca9c8,0.8896815317925477,167,0.9575017260150982,,0.7959461780724834,1,8,65.91552790394208,0
IBM,Barbara Taylor,Big Data Analytics,2025-02-14,2027-09-25,e99c31ddc29746bcd0ac5f62c89741176e9b3648419759535ab7f6b1443c052c,0.7244057541355196,320,0.8160720095522465,0.8589190862533405,,1,3,10.718273187254717,0
Oracle,Fatima Kim,Full Stack Development,2021-05-08,2025-10-26,666dd63a0767e6a00f49a6c4c9a9b060341abde44d3be3a2c8726357bd89b54b,0.8030437718998046,1698,0.7016088423649859,0.9662969577752036,0.825563907133011,1,4,12.857445153026756,0
Johns Hopkins University,Karen Thomas,Database Administration,2025-07-10,2027-11-01,4c23eefa35caae48227f8e1bc87fbd67c15a07fd6bc305f1fa201b293ccfd505,0.8867618206731638,174,0.9476673234911436,0.8990862671936903,0.7222445099368915,1,6,12.453822793931142,0
Adobe,Thomas Ali,Project Management Professional,2024-05-02,2026-12-23,048ee4a02d4e6db96f610204015bf0cb7457d22f00a5f9539cd9f24daf34fe38,0.7506480387322726,608,0.8735519829290321,0.9112099913753565,0.7078186282802972,1,7,8.282484494916794,0
edX,Richard Wang,AI & Deep Learning,2021-01-21,2024-08-26,f52e4baa3a5fb9710ca49bb4e2b9e2b9b738ed9e5b371a1cb9b92853a5bc010d,0.9860242979450513,1805,0.8851893128107658,0.8412251685146781,0.9109177982626725,1,5,60.05212731006114,0
IIT Delhi,Thomas Harris,Network Engineering,2020-11-18,2024-11-02,f1991a18c1e08a35182bbb94499bca4059f05872020e87a80392ccce943d1c12,0.7750183643906993,1869,0.9112931149207908,0.892281348123993,0.9284324841398942,1,8,17.478880259225306,0
Google,Christopher Patel,Business Analytics,2024-06-14,2026-01-28,c78ab43453dda895c67fa2865e489be0c7661247193be1502a38621a1bed78ad,0.7211958514062818,565,0.7715085243911667,0.9140321242420116,0.9616002868241812,1,9,17.26102160966515,0
Salesforce,Linda Ali,Cloud Architecture,2023-01-21,2024-11-17,563004e70cd322d1cef885be4f8fd2247d8400ce3d317a19b4c513216701ab20,0.8826361454560971,1075,0.7984611383376048,0.9493797619409905,0.7203096463562938,1,11,64.1566916104015,0
Udemy,Susan Davis,Machine Learning Fundamentals,2021-01-29,2022-08-02,37776cf3fbaff8b0ac9ed85efcf0eb91721bd268b38c97e096b312fc3d7d9eae,0.7711326935218592,1797,0.7100296177800891,0.8628472336693102,0.7973531689859208,1,5,20.673549288557034,0
TU Munich,Wei Hassan,Cloud Architecture,2025-09-23,2029-11-17,c494c7f5b9d1708f820555e011f72974766371fbe2daba262810301fd3919b7f,0.6663648493397129,99,0.8046767447377043,0.9725341127273632,0.8291590124757797,1,8,20.44668067470977,0
Salesforce,Robert Rodriguez,Data Science Professional,2024-04-29,2028-10-06,e3c57e7d6cbb6b882b85da4ef4061c0c45a80759d1fe9bce66a9107b435bd16e,0.7213556679135371,611,0.7793890638577157,0.8929384091104136,0.8216152166427573,1,6,24.116906638407315,0
University of Oxford,Arun Jones,UI/UX Design,2025-11-08,2027-09-09,8c700d0987bdb085662ab038a103d8255f4f2e2aaf56a831860086df7eec5360,0.797296334559795,53,0.9776036273973363,0.9671241357912348,0.7321300666792481,1,7,8.279119090503698,0
AWS,Elizabeth Santos,IoT Development,2023-05-22,2028-03-25,fe24946388bce39d196988c6ec07f6506eceebc4ea56c09275da38b3d38d6416,0.9768964802410846,954,0.7914468003570271,0.9201368455716475,0.9436648697344717,1,5,35.05572689432203,0
Columbia University,Linda White,DevOps Engineering,2020-04-11,2022-05-06,7b1d5caf4dacdee6b273e63d7e1406dd3f0f1db825f1590c0172a5f86fb8b294,0.727806687526547,2090,0.991290312566992,0.9347685803469465,0.8389040319631134,1,5,5.465937025278874,0
NUS Singapore,Barbara Wang,Full Stack Development,2021-08-26,2025-05-01,83e672fe88358a74a0ff50fc2e5e20a1abdcca3d3122b10c43fb85fd00b5939d,0.9490732258351815,1588,0.8808158984037988,0.8520364433748161,0.963204149516704,1,3,0.9440897861738584,0
IIT Delhi,Patricia Ali,IoT Development,2020-09-14,2025-08-22,cd93b0d9075a1c9b35f5df218de38c2239d16f9bbe8ebcae29acbe58f5606564,0.7637126084567624,1934,0.8741485925606406,0.9509944537074898,0.6942675001780275,1,7,86.86958881368848,0
IBM,Jessica Rossi,Machine Learning Fundamentals,2020-02-01,2021-12-09,229efdea9adeb5fc2184e0a0cece06e4ebc17ef8ac96123012980013eb23b163,0.8776093176121468,2160,0.9988876321615202,0.9181580939344601,0.5579119843437736,1,8,26.740141012663784,0
Salesforce,Sophie Rodriguez,Computer Vision,2024-01-05,2027-06-18,94481932ee46e11c0c5762787a405130b5334f7f5fda0461ea15069686354be4,0.0096,726,0.2087,0.822,0.2555,0,0,117.93,1
Salesforce,Ana Dubois,Mobile App Development,2022-02-08,2025-12-08,81fbd495bad89267bcb1b977c3d0398ea94915536803a8b7368a1905c1d284aa,0.6649111864982908,1422,0.71685472460412,0.949968538418873,0.7827169148032521,1,6,111.63025046377992,0
Johns Hopkins University,Pierre Garcia,IoT Development,2021-10-14,2023-03-25,b66c40b0493987ddc113c1e95c8971aa77dc673cdbee8aae3b2c86a4929ec0fd,0.8624921679779262,1539,0.9116598580496648,0.8873161041959088,0.8119719911826377,1,10,11.45019105413831,0
DiplomaMill Online,Wei Jackson,Network Engineering,2022-08-25,2023-03-17,64ee0186fe7fcd8d9ac9ee3877ec646f36bdf11df46d5d4e053d45a315bcae0a,0.024,1224,0.4,0.4693,0.0286,0,1,52.72,1
University of Oxford,Karen Jones,IoT Development,2023-04-28,2025-12-31,02f8e5f1203577e95e8ae2b6d5e4f88fb8552348bce1829a4b293ac2980342b8,0.9255386736199978,978,0.8471003061692934,0.9559684618535105,0.7596542116053776,1,5,3.715307545022765,0
Salesforce,Mohammed Dubois,UI/UX Design,2023-04-15,2025-09-06,7c665c993387ea45567e8ce22451c745960ee145d74a058d99a2e355f2d4c9de,0.8573610146628297,991,0.8420258027383866,0.9735818311701745,0.7541805721075298,1,8,6.9382990860678175,0
Udemy,Michael Anderson,Software Testing,2024-10-25,2028-05-20,d82759be2686589a13339277cff5daf7d7e1930a42ceafa292f30c6d07c30ed0,0.9866845632281274,432,0.9386309836827429,0.9828984109724744,0.8931788187313937,1,9,45.14431925647619,0
Yale University,Michael Wang,Software Testing,2025-03-25,2027-09-22,532ee0d3b8183135987dff684b59a5a42679914d3c32060611ece1580146f8e5,0.869164182763667,281,0.8701628863796754,0.9336780956621151,0.6862844767084688,1,2,0.385695416691342,0
Columbia University,Elizabeth Tanaka,Big Data Analytics,2024-04-10,2029-04-05,62b130ae794dc6aff6b9f604e8483e7f20be7243c2127969daad647ee1d821b3,0.8255554586047582,630,0.894286380780175,0.9465918180434177,0.8906906318786958,1,6,3.0481605244519354,0
IIT Delhi,Jennifer Patel,IoT Development,2020-05-17,2024-07-06,ffa1d02b7f8ff8c8db0ab6f52c03c68e726a8b0a706c12b387ffc03b8a7c9262,0.8475508071419048,2054,0.9070934566327138,,0.9810289550236309,1,9,17.18918219898694,0
Oracle,Pierre Martin,Quantum Computing Basics,2023-06-26,2025-03-30,58f57e1cf0af1543f6e16ed4fd1b49111a33c5abb722c51cc0483ecb1e90462b,0.9253794493750717,919,0.903280804459067,0.9806064602116743,0.9694541238323027,1,8,52.4985014052139,0
Johns Hopkins University,Ana Harris,Mobile App Development,2024-07-31,2026-12-18,5a15371e43f242d4944296571545c6298e68fd9072fc6255de082395038af53e,0.8212964479660759,518,0.9911944701416455,0.9031685945788012,0.8592206239798476,1,7,16.92576961821087,0
Cambridge University,Ana Brown,Cybersecurity Analyst,2025-09-01,2027-07-11,b2362a17b960476a774a38aa0bcdd9ae27a1c656cba61735511f0ca56a02af04,0.9351034700318295,121,0.7366645663967808,0.9706553362068856,0.7757314607507364,1,12,22.395105549550617,0
Microsoft,Yuki Davis,Agile Methodology,2023-04-27,2027-08-30,673be6ae18d5aec955a32fa2e7ad52cb3aeaeff96a0d1fb76fbefa69971d5741,0.8077506395117817,979,0.8510393195837508,0.8268215215789947,0.8894521050003662,1,7,37.85796108610824,0
Adobe,James Tanaka,Quantum Computing Basics,2020-11-12,2022-04-15,43181a34a480187b8171f3889832205d958cd1080fabb339c7c86c5ae7f96432,0.910827542541112,1875,0.8806060959731912,0.9193614251057289,0.8668189240625478,1,8,25.575459983645967,0
AWS,Christopher Patel,Cybersecurity Analyst,2020-08-30,2024-09-19,f8bc9e44ccb93a1671cb7a919a0a1a8d8d719ecab1630a4ce20a19f3aac8ef03,0.8115337490570083,1949,0.8736858300326439,0.915279035176936,0.7991467765656832,1,6,10.345755691579294,0
Stanford University,Pierre Martinez,UI/UX Design,2021-06-02,2023-07-08,1f9eff9775205634a8d41107d771cbe5462ff9fba08c1a8c97fa7a8d6909f4ba,0.830770264306382,1673,0.8512753231055079,0.9598398323785649,0.8342319636470379,0,5,58.28638107736752,0
Google,Susan Johnson,UI/UX Design,2025-09-27,2029-06-08,8e78c76600b471436271280fc7e1790c4a71db335d54a8e54836bcd2eeb0e8ae,0.9723933001250232,95,0.8320776343507877,0.8855179437875544,0.8450703132128162,1,6,6.860391510189921,0
Stanford University,David Wang,Big Data Analytics,2022-06-26,2024-12-20,e1eaa348bfaf676513131f488e6972132d34ab1f3c34db9828038baada90ed0b,0.7165529960979441,1284,0.8262253484236244,0.9467116435166145,0.9078175728078781,1,9,5.765966372993439,0
CompTIA,Barbara Tanaka,Full Stack Development,2020-12-12,2024-08-30,d4a20b0c1362808834caf8be53fc7a9e1c42de6a9d794d2391ccb6027eaa57d3,0.6950870594087031,1845,0.8109757885779039,0.9035869080758382,0.9707954425528961,1,5,13.738244648363303,0
CompTIA,Mary Jones,Machine Learning Fundamentals,2024-05-28,2029-03-04,cfe4ad97bebae8769f497066ecb7c2f105e2badd6bcb4f761b57190c6eca2b4a,0.9030946722613858,582,0.8836515805313006,0.925186207289186,0.9620435091291542,1,5,9.197276140584998,0
Salesforce,Christopher Rodriguez,Software Testing,2021-12-13,2023-02-17,dc4a8ec4aeb0ebbe1090e5aaa781b7027d469671d4afe4217d400165adf6d1f9,0.8495245824203798,1479,0.7412709779752049,0.8962121182795452,0.9908993115105345,1,6,14.823634792290548,0
TU Munich,James Ali,Robotics Engineering,2021-11-11,2023-11-27,d2a1a5c7df2f0944c1f260a66e0bdd09b0e0a13adb59839f04c488206d323688,0.8368974955755137,1511,0.6417903428908834,0.940163842133634,0.9401913822248802,1,4,5.476015531205141,0
Cisco,Sophie Tanaka,Business Analytics,2024-12-15,2027-11-20,7d23cf9d7cc29afd79d1d2c3c7e6099199f1d458b53e2368d887692d738f19a9,0.8968097125041197,381,0.8731491795655759,0.906285456909139,0.8119812466265603,1,7,0.614419155215291,0
edX,Jessica Smith,Software Testing,2023-05-21,2026-08-26,6b92c6a81964da31b26ded9991d6bc3b1ab6136c7ff4664f40a010b1b369b039,0.7463697610411111,955,0.8775979695649434,0.9441343943604606,0.6619032419564075,1,4,5.419929568291455,0
IIT Delhi,Patricia Smith,UI/UX Design,2021-03-12,2024-09-23,69c3eb51e398ce13dc584392ba1672059861e2ee2205b37559ab049ebbaa44ce,0.7477362904393503,1755,0.8847087379807343,1.0,0.8944275888469773,1,11,8.447781898553917,0
Adobe,Richard Hassan,Business Analytics,2021-12-08,2025-09-26,f361ebdba6ad415d5b62016f36a3322e9400e2049e3e4a27b83e7efc6a2df84c,0.5477710945274595,1484,0.7490180891545349,0.9295744638919878,0.954973100036836,1,9,5.393035655138823,0
CompTIA,Jennifer Davis,UI/UX Design,2022-10-06,2023-04-16,a90409375cc2865cb0bdfe75597b1e734346b39dbeae9ffe08121cc6083affd4,0.0559,1182,0.1234,0.6213,0.1877,0,1,11.29,1
NUS Singapore,Susan Chen,Computer Vision,2024-04-06,2028-11-30,e2fb4366f2b01e6d988a9c5bff35a107bfce6bcbf64b80a2134157c2a64c3622,0.8966486907821479,634,0.7972119580316301,0.9840117103404558,0.8598181278324172,0,9,13.540968857357823,0
Udemy,Robert Kim,Cybersecurity Analyst,2021-10-20,2023-08-25,a7bc005ef7a20f8ea1d9c2e2a3828e7f4c5f57b02438dcdd983add05523836f8,0.7326212666675445,1533,0.9406713229405755,0.9888843443639523,0.8091962857189935,1,3,0.8873686677488771,0
IBM,Mohammed Kim,Data Science Professional,2021-07-28,2023-07-06,06c98de28b35e664761a11c2bbe4232cce04ad22bea81684890967966af55f9c,0.8561698258823017,1617,0.7114649160127117,0.8612650135446026,0.8094242227767524,0,7,34.075023521282894,0
MIT,Karen Thomas,Full Stack Development,2024-06-29,2028-11-07,db8c789fd4898b1a405658205a5d37b9a4b6099d579447c53b9b9015a837d592,0.9065736699987039,550,0.787811969065089,0.9449356664826353,0.7209807093859736,1,4,12.412170134514415,0
PMI,John Martin,Cybersecurity Analyst,2025-04-22,2029-03-07,bba92103bf71584f6f2dcac91c90d64bbc929f2ab748c32dcae196df9b8a9b67,0.7170175389043685,253,0.7807028256246807,0.8946516263039532,0.8078693958754831,1,2,81.88090700191752,0
University of Oxford,Carlos Wang,Software Testing,2022-09-27,2025-07-22,9cb51e873c3fdd6e5fb141dd531906d5d92cb587453f58089011c98056a25e35,0.9125303275825839,1191,0.8403503999878349,0.9281075627553163,0.9162724978171581,1,5,19.692246751641143,0
TU Munich,Susan Mueller,Blockchain Development,2020-02-17,2024-08-01,c08171303508e5184cce8857174297dcf0764528e5107b14bdb74b9f738aa95e,0.866687479277984,2144,0.7842516437355521,0.9465869888513367,0.936990268523176,1,8,14.51747445568369,0
AWS,Thomas Patel,Computer Vision,2025-05-29,2027-03-01,dfd5f335b66c3726a75803b3d03d933e57e2ba602b45a8257b01b611a892c484,0.8106635353782219,216,0.911948204519443,0.9788455868413959,0.9116351082715788,1,6,51.67953224155579,0
Yale University,Priya Thompson,Big Data Analytics,2023-07-22,2025-12-20,2244979818d331e61e5f645dada1e9c8e122c44668902ba649cac6bf522b2c51,0.711025469441887,893,0.84663453001151,0.8938108786747977,0.939906079131141,1,4,30.592328428883224,0
Salesforce,Mohammed Davis,DevOps Engineering,2022-09-13,2025-10-07,311df2c4c2fc7613ac9df1ec26ea15b88105d01d9c20273f57cd2c9bf9b543d8,0.8228093273669039,1205,0.9085240997265215,0.9386033445694685,0.8626135261760294,1,8,75.11213878536779,0
Columbia University,Barbara Tanaka,Data Engineering,2025-01-02,2029-08-26,28571058fab73fed0c15983a0a207b76bfc17470eb516f0d8b0af70147e05e60,0.6585679135122136,363,0.7742378830473463,0.9536630177698007,0.8985172466224799,1,6,13.794600309478865,0
University of Oxford,Arun Garcia,Full Stack Development,2022-04-19,2026-06-25,c94fbc40be2ff030ab561a1e81719b6ec41e1bd11680cd7c46c24ec6fd945eb1,0.7749108594286822,1352,0.9066960842405879,0.8482082545076145,0.9276322708334975,1,7,153.41158734856492,0
Google,Mohammed Harris,Network Engineering,2025-01-20,2026-10-22,3423a1bc6d82613321471daa5b4f212cf0594d16aad24275bef0dc28b964e41c,0.8832947355881515,345,0.899245248366398,0.8925404615351589,0.7245936607691791,1,8,1.7555983375837105,0
MIT,Joseph Wang,Full Stack Development,2023-11-10,2027-06-30,0455d9d746f98ac3c48f5f68331b5bb1be4fd1b70dfe066d60fbe2b06ed987a1,0.9642807022922696,782,0.8959467875044158,0.9021956612007577,0.9981123205303724,0,6,18.788020002238213,0
Cambridge University,Robert Chen,Quantum Computing Basics,2022-03-06,2026-06-27,90bb91e50f25f635708d0d5e85bb98ca1299e0e475ede4bfbb3f0e0c4a4ae749,0.9307837044558627,1396,0.8003141844977767,0.8102772064202278,0.902807351438055,1,3,30.82106456688831,0
Salesforce,Pierre Dubois,Machine Learning Fundamentals,2025-10-05,2027-04-13,4b646e50cac277e2f1db148ed5bbf08c187671bf8deb5f4ac0892b0f2130274d,0.6362892071655819,87,0.8042558621536122,,0.9617643546771353,1,5,28.779850002129045,0
CertForge Academy,Linda Martin,Mobile App Development,2025-07-11,2025-10-19,2113551e0453deda4f6714cedc4d51cf086207480d05d6de08053e10128ccaca,0.154,173,0.2447,0.5825,0.0537,1,1,74.61,1
Columbia University,Thomas Smith,Robotics Engineering,2021-12-04,2023-06-27,523a09b26ad7430d694e9e818c64a90260c3cb79de8ffa0bbd529db8665bd4af,0.7833550656873466,1488,0.7533985525392893,0.9495413268395956,0.921357203970463,1,3,13.633030157470179,0
Google,Pierre Davis,AI & Deep Learning,2022-06-26,2026-01-20,c6ccacabaa4613e505a0905b14f56db724835a98b70e376444ef1d1151989c44,0.885359065008986,1284,0.6061851966674824,0.8747275479993094,0.8706148587215627,1,13,2.2694303646357294,0
edX,Carlos Davis,Mobile App Development,2020-05-15,2022-05-28,82b3b12c51f7d4f8cef1e15b05a4dc81d80d827433f3b09a8b757de5b57cbc77,0.5116560535893999,2056,0.9247056596353495,0.8912175996303271,0.9636426949361883,1,7,11.42163905083864,0
Cisco,Arun Dubois,Data Science Professional,2021-12-11,2025-02-25,a84aa74557f9b5c0b8c5565e6e7a7eaefc60e91b18b6f473ded5e71e0f62df78,0.9306970412109776,1481,0.7409290014190313,0.8793203920568488,0.9156871118827864,0,5,36.9745834028814,0
Yale University,Sarah Garcia,AI & Deep Learning,2024-03-05,2028-10-09,dd82a4b521c303a2efaa8ff83ddc9a6877057906dd9b50340059817c8d9d5ec9,0.9738334554101058,666,0.935539911007298,0.8429155076885654,0.9613254535067819,1,5,13.159405994841022,0
Cambridge University,Thomas Taylor,IoT Development,2022-08-23,2025-09-14,ae2b1ec174d63b099a1e2381137ab31babc7298730917400c6bc0786703914d1,0.5595561372115173,1226,0.793944874963327,0.9408749506206985,0.7894934034953338,1,5,9.647325421798625,0
Stanford University,Pierre Martinez,Data Science Professional,2021-06-07,2022-06-29,6331b0a8db23712d8f7bff57f38aea75779ddb3a00e84a8f1800c40370301d89,0.8625894613471267,1668,0.9500300594287685,0.8778141318560635,0.9051954961100183,0,7,13.550345602560384,0
Udemy,John Rossi,Network Engineering,2022-04-17,2024-09-30,c374089c056b2e3cf3a35f0c26cb206b3b2fe92010673524f02e8f2df3dd608b,0.8279234783531072,1354,0.9669054639330998,0.9718029469783542,0.9311530018982604,1,8,26.150485541571175,0
CompTIA,Sarah Taylor,Business Analytics,2021-07-11,2025-06-13,a387433ab118c6e310346963f9f4b5982ce12a756149f48f952e49a8966982df,0.922065169237312,1634,0.7858191136290084,0.962452581850177,0.8640202298892996,1,5,4.572035136268249,0
AWS,Mary Garcia,Agile Methodology,2023-09-20,2024-09-20,996618094a74580e3f45bdbaee62a95cf5e76c8feb76bd7f64a03603a4616e9c,0.8012789943604242,833,0.7289580250834977,0.8782703713668492,0.9893084202800296,1,4,32.40853495676051,0
Harvard University,Michael Williams,Cybersecurity Analyst,2024-07-26,2027-04-04,db026b56324c4c131e7e80d8322a3d4b77ac6879ecde1fe44774cd3338940bed,0.9212518153639537,523,0.7235486539754562,0.8713494192895316,0.936502447804927,1,3,52.41421863553817,0
IBM,Mohammed Kim,Big Data Analytics,2021-08-19,2026-07-11,6d42ed78d09e158d7ae8292eabc0f16b10485981d9f5e85aad4a333709000d7d,0.9252566669421168,1595,0.8170520467158419,0.8921136456446525,0.7952589055488978,1,3,25.80923905997312,0
University of Oxford,Linda Smith,Mobile App Development,2023-07-19,2026-12-07,e7ec1176ceb34267f7a7b0a1fd8d1f14f5b08aa413d19d0528d9b33374f6e3c0,0.8180532336361055,896,0.8012562469915812,0.877394115812425,0.9630439984580925,1,5,10.679963260668856,0
MIT,Fatima Dubois,UI/UX Design,2020-10-27,2024-07-08,c30edbb8e5e1e5edee6483eca09f2a6102e500d4a9e8b5a11afa69140b2d22ba,0.7088259204762878,1891,0.7583147290969564,0.9273953984892087,0.8499407204237643,1,7,27.77666639122676,0
FakeUniversity123,Karen Smith,IoT Development,2026-11-10,2028-03-24,085b8a028892d52e0709de7c0167c24003e92c60a9dc8e56f56335f3754d8658,0.2444,-314,0.3671,,0.149,0,2,73.72,1
CompTIA,Fatima Chen,Machine Learning Fundamentals,2020-11-28,2025-04-06,b8b40fe05ed7608f85e3d2dbed1ffd30ece0f492e15d44709f239681a681ee34,0.8760980342933684,1859,0.8472189216914648,0.9319765198181392,0.9291960879478404,1,5,25.779763327736468,0
TU Munich,Mary Martinez,Project Management Professional,2023-08-27,2026-02-10,066669c5643ab3763bcc7c5ed6c7270e2aec89f7e634998c5c0338e073f91129,0.7838069946850804,857,0.9762632287683467,0.8748842124703553,0.9549527860185716,1,9,63.71145251950729,0
Cambridge University,James Santos,Business Analytics,2021-07-26,2024-08-28,a918730d3c507c67ac01db3c46fa8ee9a948dd994dd6c33bbb8d483d11709ad9,0.9666967133708964,1619,0.8462566546194793,0.9497831595233701,0.9294026645117582,1,7,70.27822094314655,0
Yale University,Ana Hassan,Computer Vision,2024-04-02,2028-07-11,6f766242ca020470bca1585c39924b224e424a89bc8e8bf5d784b84422924f8e,0.5989410402410807,638,0.9043896740229342,0.931299185247495,0.8816694022629161,1,4,11.44199518651241,0
PMI,Mohammed Kumar,IoT Development,2023-10-06,2027-02-13,09857e3fe718fe0824bbd49f5b55adb5e7709052e3a414e76aade8ae9d2a9835,0.9492855475162318,817,0.9660785149877887,0.980749871012022,0.9520460953621095,1,4,0.3519130664883797,0
TU Munich,Susan Anderson,Network Engineering,2021-02-12,2022-04-08,9535c1601f56d4d12a77dfdecab435786083d653f4aef29a9bc3efd23ef3810e,0.7978218752327111,1783,0.6573119526512625,0.9661659761773318,0.8702589211547166,1,4,12.855658859339504,0
University of Oxford,Carlos Martin,AI & Deep Learning,2024-07-21,2028-07-28,fc5448fa3ac806805549cdc29e9ccdb97cd72eac2106be182fc0a495807dda9f,0.9296464265187776,528,0.8610294464455833,1.0,0.848437577704477,1,4,49.38208921750905,0
Stanford University,Linda Thompson,Machine Learning Fundamentals,2023-12-06,2026-05-18,9409516bff129dab1985963a06dbb210ee89fe7f98a6b130b196e17596b0331d,0.9033552522981989,756,0.6294636361885289,0.8915072048922142,0.9478939093429066,1,4,18.38516877530499,0
Udemy,Susan Martin,Cybersecurity Analyst,2024-09-16,2029-08-22,fd4e8031b22fe85f586a1a36dce588a33e1e42e6f59f237ba9093efa55d5dbea,0.9559978864886136,471,0.6257257335428309,0.9371165040438052,0.9284471603162483,1,3,14.959443125383283,0
University of Oxford,Mohammed Chen,Data Science Professional,2022-12-24,2024-06-12,f91f96460c25a2f4a38502b3801b19a229a01fcc388566bf1954fc9e44def254,0.84062938609236,1103,0.5348217283339942,0.844451387705662,0.8039387543153103,1,5,2.304493144733076,0
PMI,Yuki Martinez,Network Engineering,2024-02-13,2025-06-10,5bceaad35c8d6d6089650b3c55f061881be3ccdcf4fdfd07c6433195d2d004c8,0.7760543408777419,687,0.6343736487906201,0.9123604330491695,0.7935437702329283,1,4,86.71287408696386,0
Salesforce,Barbara Ali,Database Administration,2020-06-11,2022-03-26,2aaf4405b94b686f9d307fc480a69e56621c2f2e8ca0f5dc03a81366fc7ed04c,0.8726950047967463,2029,0.7675675787004463,0.8177853121173528,0.906148939976248,0,4,110.07494935731376,0
Salesforce,William Johnson,UI/UX Design,2021-07-16,2023-12-14,511dc355c57403c35197017f2f64ece814330e4df0613327f773ec752a572331,0.6807369251957545,1629,0.9448503906277742,0.8719331931020459,0.9851595765072173,1,8,25.26829541804738,0
IBM,Pierre Martin,Full Stack Development,2023-02-24,2028-01-15,41a3c57b17cab2b270a610a8e96f588884176dd1ac278f2259a9868e4b1ab9e6,0.7613889556216928,1041,0.9011957119617804,0.819935134076399,0.9111857418294899,1,10,29.140367880070787,0
Yale University,Sophie Mueller,Machine Learning Fundamentals,2022-06-16,2025-10-28,60354fb549dcd68b2528e4b276c0a83eda76b17e90e5a865c0a77edbcd8298e7,0.748773002788776,1294,0.8804111993850385,0.8366375386674825,0.7957017423205838,1,10,38.880261622147394,0
Salesforce,Elizabeth Garcia,Full Stack Development,2022-11-12,2024-07-23,01a8cc9662476a1369ba900beb4eea51508d29f8c4001f751189e49818452a09,0.9690962648413444,1145,0.9132184360275775,0.9365156554235935,0.6763773904704614,1,6,18.592549348577446,0
Oracle,Mary Hassan,Full Stack Development,2021-12-04,2025-05-25,638a52ab90c6e7677e924c14143013d64c87b7a7cdb75ae604dd0ddf9c1412a0,0.700857650614472,1488,0.8738370124148421,0.9456492605372251,0.9314732825522336,1,10,21.96621180090028,0
University of Toronto,William Ali,Natural Language Processing,2022-04-07,2024-06-16,d2948cdd0697b469eefc3e01a58085888e1e1cdb653cf6da86b5200259e7d328,0.8758236017879503,1364,0.6946277170181805,0.8982391876458554,0.9873071681678245,1,7,13.212744432711496,0
MIT,Yuki Rodriguez,Cybersecurity Analyst,2022-07-11,2025-10-10,8b9e16c9a61475108301df997f53a0c95787b2ac190724630dd0f5ba79a7f456,0.4758745947642677,1269,0.8216909740194611,0.9394145468421413,0.8763961685927367,1,14,31.71030551459253,0
Cambridge University,Robert Hassan,Full Stack Development,2020-07-30,2022-07-10,5401740483e10fb19847ecdc1959eb2496ae598c34e987669691bc4f5b826f80,0.7878678154601317,1980,0.976591482888435,0.9069056979477811,0.9423174439584161,1,9,76.33827781113946,0
Udemy,Priya Ali,UI/UX Design,2023-07-11,2028-06-20,80cf2df121d29ec7e49a22e9b95fa8832b7fe70ef69b81b521624c67bf992d0c,0.8161929559229855,904,0.9817402686722239,,0.8577113044263841,1,8,53.27442933082665,0
NUS Singapore,Sophie Santos,Quantum Computing Basics,2025-11-19,2029-10-17,0c1ace910e63e9b48042a319c07bafe3f323a611b9c64c0d75c23404660016a1,0.9043752944656687,42,0.5996631780540521,0.8739130206707543,0.8699366818533758,1,5,6.342118582091987,0
NUS Singapore,David Dubois,IoT Development,2025-10-10,2030-02-25,d2096d3af7d735fabffa04cfb55d6cc4866119ee36bb0c038c216502268f4dae,0.6666980251612554,82,0.9938197594634128,0.8536062538642134,0.9732917221554148,1,3,5.950217127738669,0
CompTIA,David Rodriguez,Business Analytics,2020-04-23,2023-08-25,4a3241771553a24bb60d9608fc065d9802ba684298c347be5fff37ae77559568,0.8543532286854008,2078,0.7014271383337847,0.9305054593931578,0.8865529277734072,1,5,56.02388388806141,0
Google,Barbara Garcia,Natural Language Processing,2025-05-30,2030-01-04,30de3fb26888aa576bb8a2bf373e790dd04c3ed8b79fae08a646f00ac241f4c7,0.848668382643617,215,0.8955961498396273,0.950983507146562,0.9009545269096982,1,6,3.4777499422251203,0
Microsoft,Mohammed Rodriguez,Agile Methodology,2021-09-10,2023-03-01,7485e3bb52dd3b8edec0e54ae25ff8f35f2fce7cbc0d40401ae63f0a33e65f9f,0.8291406204449355,1573,0.41565126038225136,1.0,0.9077143323248507,1,5,19.112417264074296,0
Udemy,Joseph Harris,Robotics Engineering,2022-10-13,2024-09-16,c60cb877b21f1702d0e75116b559eb38b8f042921c40e59567309d8debd9f987,0.9460078867459212,1175,0.8737512670638611,0.9607597588171777,0.7917635317438854,1,3,37.071758468554016,0
Coursera,Pierre Miller,Data Science Professional,2022-01-21,2024-06-14,ee5a06e82ee7818c03f7d8160bad89572e2c6c331542dab883669149f3b248ea,0.8310255557450512,1440,0.9798977631156256,0.8648845772505015,0.8007646880471491,0,6,4.070911966580022,0
Yale University,Barbara Santos,Blockchain Development,2024-07-10,2025-09-07,82028811b089644c2878a67c777c391f7080a4c2a647502be91e95841420bc05,0.9800005141401447,539,0.8853256742197453,0.8340363597176529,0.5329393601234428,1,10,30.81503599224117,0
Cambridge University,Thomas Patel,Natural Language Processing,2023-10-21,2028-05-24,b0ba01f5d91762c97caf18e1ae75f6f9584183996ba499ac8d9ad044f20b7916,0.46236177121342875,802,0.9076782918191724,0.9458594958528413,0.7006453988740193,1,7,11.15014651733707,0
Johns Hopkins University,Richard Rossi,Database Administration,2025-11-07,2030-10-22,267bed59f2d18f4534d6902369cc2e34d1c8b7aed540d71c5cf1971aa823eee3,0.8118320305951603,54,0.4730985672715067,0.8029214310886422,0.9592239995358641,1,8,4.712498502663277,0
Oracle,Michael Miller,Mobile App Development,2021-01-23,2023-09-18,5f131ee05c1efbfb51827d4390cd288b751df4ab1210e5855aeb4f46ba58196f,0.8162606675932413,1803,0.9620058462330416,0.8663966122512066,0.9650117182548772,1,3,22.177882584168536,0
CompTIA,Carlos Ali,Cloud Architecture,2021-08-20,2023-08-09,36103ef4c879ac82ed859b7a8241711d40d4f5f1444beadf30b3b99a551ffd22,0.6224533405902514,1594,0.9330775095373047,0.9583866203558914,0.9628528059512874,0,4,87.5027233026943,0
CompTIA,Patricia Brown,Machine Learning Fundamentals,2025-06-17,2028-12-24,76be75b962c4956dc7daf771b1b70bb2227981b6ec8182b26ed0d7e3406c3432,0.8955793018430552,197,0.9146504192079282,0.9722052735854796,0.8714449618793553,1,7,1.3954210298268859,0
University of Toronto,Mohammed Brown,Natural Language Processing,2021-02-24,2022-11-18,8b5371bf72e65803088b519da7557eca9aacc3086e64b80b004a0a21313e235d,0.7910403009207468,1771,0.8828112686464449,0.9182348044917605,0.8113675428124695,1,6,56.017849172512996,0
PMI,Wei Kim,Network Engineering,2024-03-12,2027-04-28,4debcc672a164d13c11297597d62fa56d9fb8e3d51120bcca70a54cb7a0a573a,0.605161212796118,659,0.9179216937599579,1.0,0.7878741412413862,1,5,8.594349992326357,0
TU Munich,Fatima Chen,Full Stack Development,2025-05-09,2026-12-18,22ce5e24ddc2b7638ed623b67c9953e962009bb569d722f970f889c644529277,0.8908685570622314,236,0.7898576431335492,0.88621128486503,0.8955346361655646,1,6,9.41404175995623,0
MIT,Sarah Williams,Database Administration,2020-04-14,2021-07-18,b970e9190aeea6fa209f5bb08a1a100d69b5eeee5c2853014b916fd5800cd06e,0.8932008629517558,2087,0.9632186960775689,0.8983245631037005,0.7452806762426795,1,7,58.80125458255256,0
Adobe,Michael Smith,Database Administration,2026-06-16,2027-01-05,dbf62f4c5e8e06b7fbb71f41980e44b2d8a3e5b6dc9efade89c2d9f93a9e8d3d,0.2835,-167,0.3152,0.6407,0.1695,0,1,74.82,1
Harvard University,Ana Chen,Natural Language Processing,2023-03-07,2025-04-06,c1fca2f6ce2ef7d54609783cf604944ad2db36b59d5ef89bcb5d3c655af765f0,0.8533606397158294,1030,0.6702385784537839,0.9560620087625701,0.8144296411780665,1,4,4.347426625610105,0
Google,Yuki Martinez,Data Engineering,2021-09-12,2024-08-16,8c4743b0ce7792c932b5f884e1d131f415cc0b60eafd8ecdae91f1935a8b472b,0.9312996468908727,1571,0.9946825247778309,0.9006727985242543,0.981412478030079,1,9,60.93714211697777,0
Adobe,David Taylor,Data Science Professional,2025-07-09,2028-12-13,e4368c0d95b90299389c04c19a87bcf0e064c71ce991740b28aed6d969bd53fb,0.0043,175,0.1019,0.6233,0.1552,0,0,103.45,1
NUS Singapore,James Harris,Blockchain Development,2022-06-27,2026-08-11,8a3c3241ff832bb1d325ba09bee57821586706eb19bdef4bf2d6c26159299d2b,0.7583990870115526,1283,0.9681375450732805,0.9433871373633916,0.7496458229289745,1,5,4.265113606343856,0
ETH Zurich,Priya Johnson,Big Data Analytics,2023-08-12,2025-09-26,50aaa4ff6f5ed5b6b4346df4fead6af029ea5b295b508e634ade6e80dc2fb216,0.5648970121592812,872,0.8293156806755286,0.9497324676009845,0.7184911531002239,1,5,63.70649843551497,0
IBM,William Anderson,Big Data Analytics,2021-07-07,2022-12-12,58b146258caa31cc3b83bfb7252b1bdd9e9bcf9063014fcf77b5b377d2b930d7,0.8499641753317588,1638,0.9717481349109421,0.9888688498723983,0.7779851155275535,1,8,15.823915625269187,0
Stanford University,Arun Johnson,Quantum Computing Basics,2020-01-24,2022-08-18,8963c74f6b550c0939aa9e9b3b7b86e4d79cf1eff20944985e1a038ddae19089,0.8872801876631904,2168,0.9043942632148391,0.9814824843210304,0.9559674676350155,1,5,36.64448043765666,0
Harvard University,Linda Jackson,Machine Learning Fundamentals,2023-07-17,2026-05-20,2781b8be1eed1379989ca62815aaca607652bb6481f660441dc224dc9f8d3862,0.759952252472315,898,0.4977130516984605,0.9219968198607346,0.9369909925507667,1,7,8.649183965796787,0
University of Toronto,Jessica Brown,Cybersecurity Analyst,2022-10-17,2024-07-05,35d6c8901a1061375d3d4dd35925c9cf921cd3157924929b28bc64ed7bb5dccd,0.5632088544525976,1171,0.5805685324075341,0.9563887284444608,0.9695977821130964,1,7,18.14482085474835,0
PMI,Ana Kim,DevOps Engineering,2022-05-21,2023-06-27,cf170565f68659af772b7e0e6efea48c4abbd0df811db02c54fa941f9e259e23,0.6653197753020086,1320,,0.8729442932527945,0.984588714370976,1,7,21.334755688662256,0
Harvard University,Pierre White,Project Management Professional,2025-09-29,2030-04-02,d4b82a19d5e4f05d9af843615b5fb89f2cfa2d680f34611b47b0313746af9ffa,0.8250691655345435,93,0.6501779666125447,0.994237763887736,0.8782334468109709,1,1,16.814358898084095,0
Cisco,Pierre Brown,UI/UX Design,2020-10-16,2025-06-08,ce24cb28e2f842a2a3352b74ebbfab6955e61768c015ca739b3993d99f0ada28,0.6871495421078625,1902,0.4939848052680073,1.0,0.9957152266287352,1,5,91.87534344585012,0
Cambridge University,Mary Kim,AI & Deep Learning,2020-03-27,2022-08-17,9471ff3280cd4b041b736a7aa9a6cf49548585b0ef2549d699f24ca4a55cc3c5,0.47897994463560617,2105,0.9744865234139458,0.833472652892324,0.8230926776623411,1,5,22.79104582933523,0
Johns Hopkins University,Wei Johnson,Quantum Computing Basics,2023-10-02,2025-04-15,4f49edff2cbddffe022d8592dbab4990bee0fdf51e927b6c8f586ebbcafabd78,0.9746273902673227,821,0.8913686561075642,0.937586372121783,0.7815327775097805,1,5,2.7151678598370723,0
IBM,Robert Hassan,Software Testing,2023-08-19,2027-12-15,325fa460ab22fe96707ed632071de487afb66c09c75cc5fc09ab52921c5bd23a,0.6985941419804136,865,0.7262445841371763,0.961036773263532,0.9617691837079226,1,4,22.764842626779984,0
Oracle,Robert Patel,Data Engineering,2024-12-16,2027-05-09,91405eb2868f3fc968b3495e5e57e8e50413a228ea40b3c8342d317ec5e46902,0.7648589328841913,380,0.7599951385114958,1.0,0.723173994777301,1,2,49.10399571206133,0
ETH Zurich,Patricia White,Network Engineering,2023-05-20,2026-06-18,bfaba20f70cf1cb9d63a9c6524994dd8f8ffe21c9b245238e08b931ebdd7119e,0.8648329949845913,956,0.6567311892291625,0.9487102781888893,0.891228648382784,1,9,5.790484670809339,0
NUS Singapore,Sarah White,Cloud Architecture,2022-01-18,2025-12-22,d507ec836872e8b1aef777edd6a5712877e6dcc03c421e1a4498d5521ac2ac3d,0.7510545148949863,1443,0.758934744596228,0.8495107195862124,0.9749066854513412,1,8,5.300394188579553,0
University of Oxford,Mohammed Mueller,Mobile App Development,2024-11-22,2029-02-10,03bdeb827492a588192ff13aaff51a79f9ca944622e11c3f199b3651827d372f,0.70886005958596,404,0.8292720395424182,0.9700581840078614,0.9920260352936212,0,3,37.10872703460291,0
PMI,Elizabeth Williams,Cloud Architecture,2024-06-05,2027-02-01,e1233e97faa34bb65b2724402c0029d4e5bb315ac5279af8799f853717b75ddf,0.949030945710188,574,0.9347651556592577,0.879845559068354,0.9689488251760221,1,6,17.528668693409287,0
Google,Arun Thomas,Agile Methodology,2020-01-28,2023-02-19,41d8cf96dff863b572af5625cc0c48f9d2116f3a7661c4830077bbca4b2bbc67,0.9487252043403215,2164,0.9317989107122282,0.9783844682458784,0.9049546301375374,1,7,1.0020350647837646,0
Adobe,Priya White,AI & Deep Learning,2021-03-16,2021-08-14,4404f572958a926a8,0.0756,1751,0.4,0.6058,0.1061,0,0,54.09,1
Adobe,Christopher Wang,Cybersecurity Analyst,2022-01-18,2026-08-31,40dc333f10c1f39569c5ca094fbd49a73c75b145d687cecb80b44de5ea3e0202,0.6231071393383124,1443,0.8983344670323281,1.0,0.9360499433260703,1,2,10.81375304534378,0
IIT Delhi,Patricia Mueller,Computer Vision,2020-01-17,2024-12-07,f1d1cd89992010d325bc97e3ad046b53bbe452ee60bf679adf7b92254c9050e9,0.7353253245204596,2175,0.7688625580781314,0.943078318715948,0.8191821942220441,1,9,64.5199504566975,0
edX,Mary Wang,UI/UX Design,2021-08-22,2024-03-08,d7a080a9747b45a984458674bfebbf3ae8f31f52e152e25b8d72b92b3070eabd,0.8908414047191993,1592,0.8187365825020303,0.9218583983775276,0.9026249289081717,1,5,66.40285126416224,0
ETH Zurich,Ana Kumar,Cybersecurity Analyst,2021-06-08,2024-07-03,77543226244b407caeb6d19d624ce4b0a0770512d716fda770379859743becc4,0.5939749300294225,1667,0.7127988942368798,0.96459033371718,0.9192969837174845,1,3,3.554192165616975,0
Adobe,Patricia Garcia,Data Engineering,2025-10-05,2027-01-03,439035fb9e9bdcb1baba982fc96b24de00807af8318296d95fe04963207dabc3,0.8836072204445974,87,0.8045185650409219,0.9453919161738996,0.8438357272442479,1,3,29.61348056747651,0
PMI,Richard Miller,Quantum Computing Basics,2020-11-09,2023-10-28,52339812d4a6339a2a1ecc9e517e2ef3bcc34e4eb6a7224d13bd51a18d10f588,0.7924225641494738,1878,0.9325566580888103,0.8477005011628168,0.9549727802915612,1,8,9.751920902335092,0
Microsoft,Mary Harris,AI & Deep Learning,2023-02-26,2026-06-08,a8c6db32d21d2e7a882341bfa6f3b460225e0c9de447f318b3d846c3b356f474,0.9273417822624384,1039,0.5706120977546565,0.8124176790943476,0.9476045724356214,1,11,57.40491897982076,0
Cambridge University,John Martinez,AI & Deep Learning,2024-06-20,2026-02-08,ac9a4eb9764f1eabcd7573a8b64a759abf0dff94b6bc4f17c52eeed2ec981fff,0.8998639873421621,559,0.864232562294508,0.9463204051127153,0.7018076185643749,1,10,65.8439374581747,0
CompTIA,Richard Taylor,Business Analytics,2023-10-12,2028-04-13,5a16a3e91efdf8efbb046536aca16fc71f8ea75c3e38e2889bb4e092b8a80c34,0.77565574997276,811,0.9455057452346263,0.8119275989614804,0.8888014495951977,1,7,23.033046091480802,0
Microsoft,Barbara Martinez,Machine Learning Fundamentals,2023-05-11,2025-09-27,027b5f871ca6f14560d810194f146de38bd86458710d440e351666b61837f35d,0.893976819648145,965,0.7760852451017054,0.9250376193366854,0.9211408907359504,0,3,25.461430925679608,0
TU Munich,James Patel,Software Testing,2025-12-10,2029-04-26,5617247c1cfd52311300ef8ac8229f475663e641adf912b2b22cafd60296e6e6,0.7062591614257943,21,0.968399646518616,0.9436679856102768,0.701973606101707,1,3,10.42972547116621,0
AWS,Mohammed Rodriguez,Quantum Computing Basics,2020-08-26,2025-01-28,83343b30a81ad0b7f7ba4ff239f60482b94931331ecf93a456e9c44c1e77cc93,0.7071301956690712,1953,0.8794843078135104,0.9266333776844156,0.6964415121352259,1,6,10.288664114775544,0
Coursera,Jennifer Garcia,Cloud Architecture,2021-06-29,2025-06-21,24bd5c3b77528097f4955f05a8b43699c2f20ab4502d4c1a16cf552af14daa3a,0.35895693784787275,1646,0.8850147629658772,0.9043583756372996,0.94876885709708,1,2,8.54849031537929,0
TU Munich,Priya Garcia,Network Engineering,2025-11-09,2028-06-07,c9728f97b6b6ca7f51b65b49aec8532e7cfddc4e6632067dc1e262e20b2bdd55,0.7258351433071503,52,0.949951427588147,0.8920692419709702,0.9480274424030497,1,7,14.561953319386062,0
University of Toronto,Yuki White,IoT Development,2020-03-06,2021-10-25,900f5e8ae8b1fa1e3e653d12a21c901bd341cb1a03e60e57adc306cb22c38f32,0.8560296512255766,2126,0.7812305934545214,0.9907988614792009,0.8806562519383534,1,5,32.49950139404898,0
Google,Elizabeth Hassan,Full Stack Development,2021-09-07,2023-11-18,9a0a02114a51f129f894ffd72b0e5cc904894ef5571083c5e9bbd9942539dea9,0.7426102923883077,1576,0.8557412191018597,,0.8726878369829874,1,6,39.35971576826099,0
edX,Susan Thompson,Cloud Architecture,2024-09-24,2027-06-12,0fb9e70cbff02db61262294522c27940a44f23e30874b561583e2e6732a88800,0.6840449607756919,463,0.7838933783687234,0.9443020030470038,0.8525162100448204,1,7,10.220437791684969,0
Cambridge University,Mohammed Williams,Cybersecurity Analyst,2025-10-26,2027-04-10,ffba362b681265cad77b6801f27e0cf35cc3ad1541fdc13d746ec091d15ec699,0.8587415600833973,66,0.8769649480369195,0.9250030771633516,0.8315108793515968,1,9,22.557621598325724,0
Cambridge University,Priya Smith,Mobile App Development,2026-07-05,2029-04-12,d3e46660ceff7fa18e7b7156598510c922f18d0884b59dc8fb04f607baeb9593,0.2917,-186,,0.546,0.4038,0,3,23.98,1
IIT Delhi,Karen Santos,Robotics Engineering,2024-12-29,2029-03-03,f9d3bc4ddb1d869ed5b7e132f82bbf9b3acb1b369978a678b1da8319b5d6bb41,0.5844357152747378,367,0.7469067687200756,0.9316962476218091,0.883375078532981,1,5,2.333403300254379,0
TU Munich,Pierre Mueller,Business Analytics,2022-03-31,2026-11-06,54b2fadb0f7dbc8744f5f9d0b7f80bbfe8ec1756d82e4c24fa4f3e4353d5c93b,0.44285763148391255,1371,0.9322726055566147,0.88471151486918,0.7973011773223305,1,3,30.791096366971303,0
PMI,Pierre Thomas,Computer Vision,2021-01-06,2025-10-30,9d17c561dab1082a44642d5be689302b2d38e6bef4caff28b4834ae8f6a601b7,0.9314764349430336,1820,0.8375657102415983,0.9355886948750505,0.7442211437013325,1,3,18.6039230974509,0
IIT Delhi,Priya Jackson,Full Stack Development,2023-11-07,2025-11-08,706be43d582020b24036b4cfee5ba5048712fbc4591762eb75db0366617d883e,0.6577155111445848,785,0.9621974876494191,0.9670079388027617,0.9570008755101533,1,6,13.900866058027235,0
edX,Sophie Smith,UI/UX Design,2021-06-04,2024-06-14,b3b0091121562395c9b13cca8b10314f8e42996a8c9f8798f30295291277f929,0.8461481761986603,1671,0.9851371699749968,1.0,0.7262253616036198,1,3,30.698837488626292,0
Udemy,David Garcia,Mobile App Development,2021-07-23,2025-09-30,fa11970e5015f184890d525f031e760c19deca5a44af40d33295146743497a23,0.7674889088208096,1622,0.9304051454103315,1.0,0.8618333290557983,1,3,54.35832851887802,0
PMI,Christopher Davis,Digital Marketing,2024-08-24,2028-03-26,b666b2e44ca0a7e951dd09f4468e4036c6a0bc98f434c45d8d1d84922093db57,0.7549906210883344,494,0.9914671395527619,0.9868552421903999,0.8054639811411594,1,8,16.711314115728822,0
PMI,Mary Davis,AI & Deep Learning,2022-08-03,2024-11-16,fe2c4c9ee961cf02a0f6fb5162cc89a83ce1712d73be387b019061e3b65928e1,0.9364913834228409,1246,0.7686062950628209,0.8683820692674286,0.9791418777031883,1,7,25.141949129965646,0
InstaDegree Corp,Jennifer Anderson,Full Stack Development,2024-11-11,2025-04-11,9d5f892ea1b9af75c69708fd304df88cacbb8a7fc151a7113cd1c6eb04a4d6f2,0.1182,415,0.2868,0.5108,0.0441,0,0,123.48,1
PMI,Sarah Garcia,Robotics Engineering,2020-08-19,2022-01-25,4c9ef5ab382cabe6305d4571d6655c8b9dea81a101df385b343770470d74b8e1,0.6611562638512488,1960,0.7684627210730974,0.9729464032058701,0.940762574315097,1,12,8.474015010252284,0
Cambridge University,Elizabeth Jackson,AI & Deep Learning,2022-12-04,2024-02-12,5a7541804ba99b48816d1f0baef0650c16ea028acb696a82cbdcc74fb7c14781,0.8497796843374248,1123,0.6359471431914985,0.8466152289841241,0.8835907910412537,1,4,11.077447722160638,0
Oracle,Linda Brown,Cloud Architecture,2020-12-29,2022-08-14,c3eaafe6ad07dbc3fda87155044aa467b68b7eabd40c4323d9bd032ccab172b4,0.8889637472870943,1828,0.7272557498124804,0.974340283106105,0.734717504891769,1,7,17.483970994326363,0
MIT,Susan Santos,Big Data Analytics,2025-02-06,2029-07-22,37bb96412d3ee021cd59e9a6f17bedab4efd34850de896e078e6552ed834e8bb,0.681280888661551,328,0.9428357712614039,0.8518338785389872,0.7986802178679425,1,7,2.1407519663670658,0
NUS Singapore,Ana Thompson,Project Management Professional,2021-12-26,2024-08-28,c7b1cbd4c2bad775b75c0838b40affb2b5c9fc5d86762c78fd4c18defa6d5505,0.8180914750176815,1466,0.9428872643505325,0.913610136640203,0.9752025952473988,1,6,9.394395202468711,0
Yale University,Elizabeth Harris,Cloud Architecture,2021-12-09,2023-10-10,dc7d07e48909f3c18dd22fa17ebf55b778fcaff7883efbe683e8462fd0dd472c,0.8777355039211666,1483,0.7476961395244092,0.9240501564791631,0.8737083570075526,1,4,54.175420150805344,0
Harvard University,Thomas Rossi,Blockchain Development,2023-08-25,2025-11-07,2e52e18d469f71f3cfc6ea2d8f9a66ac8c75efb777e93ee31e80324db1c92dcb,0.9583723763287273,859,0.8768835779716213,0.9853422080946319,0.9502086982593332,1,7,25.686136733430853,0
Yale University,William Jackson,Business Analytics,2024-10-05,2026-03-23,6e6c5416641e4d5cdb4cc84c1c925742fd4bf619f85880dfaa24ea405e4b0a15,0.644104819207445,452,0.9622083979315837,0.8600921596914689,0.759279394287657,1,7,45.407047310725055,0
edX,David Thomas,Computer Vision,2023-04-06,2024-06-01,31400ce3c283341c6f9bf9177f304eb38dcdf372eb1a7a3c570e20615bd3c843,0.7332169831461941,1000,0.8150744461443028,0.7799907163036187,0.8285779333364894,1,5,13.807503754063038,0
NUS Singapore,Yuki Mueller,Network Engineering,2022-06-11,2023-08-02,dc15d04f3b53b35c06c8f1bb5117d9a1763f0e3715f5e9a3f5bab47c4521796e,0.8666827539817118,1299,0.8941326972897921,0.8975900149678807,0.7980991432141288,1,5,53.550546179869954,0
DiplomaMill Online,Ana Tanaka,Software Testing,2024-10-13,2024-12-08,88fbb55731aeb3675f5dadbfd64ab58e6078dee8c3c9a79e241b1f73579e4d98,0.3338,444,0.0584,0.7684,0.069,0,0,10.48,1
Johns Hopkins University,Richard Kim,Robotics Engineering,2022-06-18,2027-04-19,d2640be94a22fe2e536c863a7e9c7f2276194957e95a67f22eca8536a2c0189d,0.7934284088018403,1292,0.8266658525666688,0.9246222849415331,0.7390384363798292,1,6,16.352429335683116,0
Cambridge University,William Thomas,Machine Learning Fundamentals,2022-08-03,2027-05-14,9e2aaa143993b2fefa92c7d41dbdf62e279d4a7cf953f33352bd5a16d2a653c2,0.5376058345991286,1246,0.9094431306615826,0.9120274321032442,0.9063512801130736,1,8,2.2066021429185034,0
Microsoft,Mohammed Rodriguez,Machine Learning Fundamentals,2025-08-25,2026-09-30,67c6b8b58857863d87a537e36316e94475841a4b04fae7e7d099e46bafd9a027,0.9481639277173293,128,0.7597108628212319,1.0,0.8986622232630421,1,8,21.939899515205262,0
Salesforce,John Hassan,Blockchain Development,2020-03-13,2024-07-05,251ab75de4795830625d16c25bc063b61957997deac332ca98370172432d0f2e,0.9009763058766205,2119,,0.9483092802560659,0.8528894953890114,1,9,23.61899745726221,0
Cambridge University,Sarah Mueller,Cybersecurity Analyst,2025-09-13,2027-05-31,82edbb0c0301321a4ac78253d93e382382b8eead8fb731bc24e7034794e7080c,0.49666670175987193,109,0.8072723408130822,0.9277378610612536,0.7369266145110023,1,9,60.21326111850424,0
University of Oxford,Karen Ali,Business Analytics,2021-03-25,2023-03-15,4453c41c685ad25731ccb7edc78f435429c1f5445dd127700e68b957e5ce98f2,0.98880483914058,1742,0.6172599151704627,0.8933506058337297,0.907929703411389,1,6,15.083237872269104,0
University of Toronto,Michael Harris,DevOps Engineering,2023-05-11,2025-09-11,6f4c6ad9145dfdd5f3fa73d90503feb1b6b72e3ad529d295b8159cee8deca1ce,0.8402293065877342,965,0.9528679268707245,0.9069189993508812,0.9686127533829332,1,2,4.498883714854275,0
University of Toronto,Michael Thompson,Software Testing,2022-09-15,2027-08-15,c9e44c192bff0398932dfa15b5c67987e25d57742118c13dd9ce3d5e21d5912f,0.8003167971846221,1203,0.8516345955994207,0.9263756359204895,0.8848437879565834,1,3,24.414862720412494,0
QuickCert Ltd,Pierre Jackson,Cybersecurity Analyst,2022-05-01,2026-12-12,3cd3d9b19d5c13700ad2307ae3f174429bf891ebc114839c5e98aacee223b6b2,0.0725,1340,0.0559,0.7816,0.35,0,0,45.7,1
AWS,Carlos Rodriguez,Agile Methodology,2022-03-31,2024-12-25,4638212629f8a110cb8586efb725d13eac541dcbb001b83dd80e817575e42658,0.656133923460764,1371,0.9734653578281462,1.0,0.6276293211032866,0,4,20.62693250563004,0
Johns Hopkins University,Mohammed Martin,Digital Marketing,2025-10-27,2028-03-03,4148f0aa854f0d4399a4c7db876338b62f62eb81c48178e11608c25868c85a1e,0.7542431142260176,65,0.7106867375051945,0.9645719905563033,0.9193434315224226,1,7,4.136943663339356,0
Adobe,Michael Johnson,Natural Language Processing,2024-07-22,2026-06-21,406c7d255daf33aab56b50d587a4a7632ef14af418aa083407a36f6b5ac3b569,0.9136002649806495,527,0.7511209527592946,0.9456775473200638,0.7407116335941321,1,3,10.08696363545447,0
MIT,Joseph Wang,Natural Language Processing,2022-07-27,2026-08-17,4e7e49ff49820f0ecfd250679e80e79a421dfd8fc94f33e860c48a0612148686,0.8363812272803662,1253,,1.0,0.9132108454599597,1,4,61.590525106229165,0
Coursera,Mohammed Miller,Big Data Analytics,2021-07-17,2026-05-17,b97c4980873bc2f1eea2ed969ddd2702078b82339ee98f40a8519eb5e9b1f680,0.816039145044589,1628,0.6795397506862859,0.9079742107095428,0.7140667051385445,1,4,2.0438587775982033,0
Harvard University,Joseph Johnson,Quantum Computing Basics,2023-06-20,2025-10-10,aef10a218dc19e23e9b7b567a72a9d7312d797f7dc7d0d215f21237b379f2f50,0.7887205244371666,925,0.7684736786612216,0.9824557912707174,0.7459104121210204,1,9,46.458264226912334,0
Microsoft,James Mueller,Software Testing,2022-01-01,2026-03-18,78152d3a8e0d193ce56bef54a6572a15f27a35ea263d23a672c4756fd1daa972,0.9665043246077855,1460,0.7052450402800869,0.9262015577833188,0.9222555283562973,1,7,11.917351922767638,0
MIT,James Rodriguez,Agile Methodology,2021-08-23,2023-11-30,856f47bf1d3a027e11b0ce426d7e9eb839b83cc2235d5916073d7e99a82d9ecd,0.6170639891318441,1591,0.7972813575143624,0.9730119292164462,0.843254916200025,1,6,31.406569612505713,0
ETH Zurich,Arun Kumar,Data Engineering,2021-11-18,2026-07-07,7502beba2ef2ceb4c2b0399e3b92ace00fc5e9f6322158991ddcb3248b262df8,0.910458840200511,1504,0.9228691259145908,0.8982033628613507,0.885455723877463,1,5,0.09334619727662519,0
Coursera,Thomas Jones,Quantum Computing Basics,2023-01-20,2026-03-09,05d5f72703af29c90b869afca97ac60eefe76d9af35699e9538601e7405cc7c0,0.9154833276933882,1076,0.9873603318125417,0.9041700333879042,0.7472253146335079,1,5,16.103916755496726,0
Coursera,Ana Rossi,DevOps Engineering,2022-02-04,2026-03-03,cd8c102628b1246fa4361fb41bbb19aba76ae3de4ddf65f7bce54f63e8ca782e,0.6783291871997154,1426,0.822272542145534,0.9676496898448104,0.8591056121715692,1,7,4.518203293865173,0
NUS Singapore,Sophie Garcia,Agile Methodology,2023-05-30,2026-09-03,864497a78b91e8be4d7ab9286b8fe16f6f755414ef9707909a28c21a269f5fc1,0.7528656788489351,946,0.9197300264409137,0.9478145838374193,0.9369398004186462,1,6,72.33653759482726,0
Salesforce,Carlos Wang,Robotics Engineering,2024-11-13,2026-06-06,f1fbc8f7abc059fc1651e03b507c809b87195c78780a2f381c31ea8f3af14789,0.641299152111669,413,,0.887972909148206,0.8304203357853479,1,10,31.177047613877363,0
TU Munich,Robert Martinez,Network Engineering,2021-09-11,2025-06-25,ddb2e9cf30a855b0828f109ea9a5cdfe7308a9c1d3168072d831740f94a1320b,0.9245297530172666,1572,0.8727260716934708,0.9165596036186084,0.9521817927054176,1,6,0.3182905256611144,0
Salesforce,James Jones,Project Management Professional,2023-07-29,2027-06-18,b7291ebc6a2a4bdb9fe873d2e9500cee022f8cec6c9878fc4f363d3188025317,0.9471694604676714,886,0.508510759527385,0.9852252977990632,0.8958594589873451,1,4,0.7712789586511452,0
Coursera,Priya Hassan,Robotics Engineering,2021-10-18,2023-04-04,630ea839d734a713e1786c7d081a848cb4a48214213c34bd2d41b870e680a1a1,0.8298207539348438,1535,0.8429669605277004,0.9864330702393795,0.5815643213781254,1,8,1.033431397310493,0
ETH Zurich,Linda Martin,Big Data Analytics,2024-03-18,2026-03-30,c6b8452d1e0f1e82e6f728fe78216affafc8904261b5844364681d316422c989,0.9136674777966461,653,0.5729386325663356,0.8654020532960331,0.9573949886895554,1,7,14.623200648440946,0
University of Oxford,Christopher Kim,Computer Vision,2021-04-14,2025-08-27,9d88ad85d28e94d996d9a5ad1b24cb500122bbad982b155b3b868c50754d4a68,0.8958337969346472,1722,0.5665394799588029,0.9885375142813035,0.9962995838947567,1,4,5.552042922867601,0
IBM,Jennifer Jones,Software Testing,2022-06-05,2024-07-12,91e24855bbfa5bce6405a0d70ab444cf8a3cfbc41aab23b375b2cfbb9be94b34,0.7123313655704033,1305,,0.8310492785658271,0.9779346631195797,1,9,41.38832236988577,0
Udemy,Barbara Tanaka,Robotics Engineering,2024-10-12,2029-05-27,ea239af87de30e9dc6ab481227c9e8c28c229e6588b92858573048265f25fb1a,0.8187232843289503,445,0.9259981430514138,0.8608081328256418,0.9268737222867316,1,4,21.269122191586646,0
Udemy,Susan Ali,IoT Development,2024-12-08,2028-10-18,4e0a7482137e3bcf61eafe1d19b56a32cc3a1588aa8a2b8fbfe134d6768ccabb,0.5728536014438211,388,0.7896755047879539,0.9702686693534452,0.7262271112589048,1,8,91.9388267314885,0
Google,Priya Rossi,AI & Deep Learning,2024-03-25,2028-12-22,7c71898e06d7b7128933b8835691dfb279338e1ac488e72720d75362d3c8d776,0.9509067160608488,646,0.689572672281133,0.927140889278746,0.7195147357860161,1,8,26.842288244165207,0
NUS Singapore,Elizabeth Jones,UI/UX Design,2025-08-27,2029-06-05,7fdcef34997b0f98a8a7211513815c2a15a3ae6a5ee6bb89253265d042d436b3,0.43923393852271675,126,0.9211277332261014,0.850013293362552,0.8607871750080952,1,1,174.8445528880313,0
InstaDegree Corp,Karen Wang,IoT Development,2021-04-21,2025-08-09,860b08f31b3c2e9259db2cfe8105faa0170f06fab66714010c2df425cfadf927,0.1074,1715,0.4,0.7397,0.1022,0,0,46.46,1
Columbia University,Patricia Williams,DevOps Engineering,2023-07-27,2026-05-12,427a64757b7d1d5df90f43d17db71be0f8295f25a9c04c8b52f761dde87cb099,0.8207126980807348,888,0.9169237970578094,0.885223180917975,0.8485016119658552,1,6,11.088524133892456,0
Adobe,Richard Tanaka,Machine Learning Fundamentals,2021-03-08,2022-12-01,49db3966f0bbaf1a2e1b16bee826c89491b4998956e3bef43f39d9b496a10c94,0.9449197875863975,1759,0.9470199267579441,0.9311123349716183,0.8320761959239121,1,3,65.14240890647578,0
NUS Singapore,Karen Santos,AI & Deep Learning,2024-01-16,2027-03-01,2fdbcc1f02fdc460731057de05b9a756a1abb7a8cd22d632178da045e751d13e,0.888053627490568,715,0.698855949861927,0.977238527533603,0.8116668581144053,1,5,35.19207923043515,0
Cambridge University,Sarah Thompson,AI & Deep Learning,2020-12-20,2024-10-04,3bf1bc8fc52c40511b9d050304d379c2358a47841851e108549f19806a90478b,0.9956561726831501,1837,0.7340553399273172,0.848921803078577,,1,2,11.75244487542569,0
Salesforce,Mohammed Miller,Robotics Engineering,2025-01-23,2028-07-27,dbd92622082877510721b9992d4ee267791587a058430aeb55729f518b93d58e,0.9404409474501402,342,0.9375229706900249,0.9815775749687043,0.7728567366139759,1,4,10.265040582772055,0
Microsoft,Patricia Wang,Full Stack Development,2024-10-30,2028-12-14,a7a20f925db6c6d023a184183937ea9a384d26fb971b36229f7722b06d99e5f7,0.6763426222056647,427,0.9632876034540294,,0.7102296501762191,1,5,13.455749162621158,0
IBM,Linda Martin,Cloud Architecture,2020-07-31,2025-05-22,cf67149c1d1b214ec6fceaf5bf6b38c6b2bfe454da872ddbbb3d83366e74fb0e,0.8610950767712116,1979,0.8610073234733377,0.9009609627664955,0.6471664738537855,1,6,1.8232533745105575,0
AWS,David Dubois,Natural Language Processing,2023-04-09,2027-11-30,651c67dab73b0f8f24855d7a6858736257881c9a60bfdb27723a165082c811ba,0.8561405242592659,997,0.6542641465726994,0.8550091287616242,0.9434324075077477,1,3,36.208582242623514,0
Udemy,Pierre Harris,DevOps Engineering,2021-06-23,2025-01-09,60a9d8e36bd1d07df99a4c9dbae4e4c641cd2b5a524bb4aa3fa674f9e4fb3c0c,0.9178894024769665,1652,0.9546619464133119,0.9393316846530309,0.8921654655037177,1,3,60.22809661794622,0
Google,Wei Rodriguez,IoT Development,2020-07-21,2025-06-17,f6a97ce32f34983e21cde3f212c1aa12ea77390865fdf3772220792ba5c4c160,0.053,1989,0.3933,0.952,0.3638,1,0,519.54,1
Google,Arun Ali,Data Engineering,2021-07-05,2025-01-10,5e1d08407cfea40a7b7a21077c4738f7f331bfdbdcf1875dab313def6e03b4a1,0.7534075433243788,1640,0.6270368422315551,0.8415922633382235,0.914687451704326,1,6,47.03371471609961,0
Adobe,Yuki White,DevOps Engineering,2024-03-18,2028-05-21,5d24a20f893019b043025b06ac44a710a2ec2f7790304bb9b593af501311ddd1,0.8901961839595571,653,0.8454319701849671,0.9078741775236989,0.8783365258071684,1,7,5.189119427882842,0
Columbia University,Michael Williams,Blockchain Development,2022-03-19,2025-04-23,017f4744227c65be3bc1ce250fafd6f4f94fb633beab1242e1d7291b2b956b61,0.9446474247471197,1383,0.8945633883838765,0.9022254132639441,0.6767680562605854,1,4,2.7672616401758097,0
CompTIA,Mary Rodriguez,Cloud Architecture,2020-05-25,2022-05-21,a849d9d598100101768ba796810409f8ed3e208b261203f376d23a43b31da04f,0.8481423244396715,2046,0.9117546363131203,0.9657213396525953,0.9018598342804173,1,8,12.328726789490203,0
Salesforce,Mary Jones,Software Testing,2025-11-08,2027-07-21,b9b433cf87584609ea2cae834e58fc360f04f88aa8a0eb40ce22ef24c554b30c,0.9345260548169569,53,0.958838056639267,0.9287510883853013,0.96051006484247,1,9,13.958723526602613,0
QuickCert Ltd,Robert Mueller,Full Stack Development,2026-06-16,2030-07-06,c61c4a22ccf2662164bac6c8d44d5be65eab7b123c20dbf39fcb15879938a4a1,0.2717,-167,0.133,0.4726,0.1865,1,2,52.3,1
Salesforce,Christopher Patel,Data Engineering,2022-05-31,2023-10-20,b61e0ff17420b031f47dfebeff37ded4f1154b9aacf6af1f8c61c16f79beb219,0.9057423766735414,1310,0.810984841116292,1.0,0.8314925250094923,1,5,22.92032058167686,0
ETH Zurich,Joseph Miller,Computer Vision,2024-11-06,2027-10-07,379a00d4782002723ddcdeb76c503729b14e778650cb1a247e903873180336a5,0.8345129611236892,420,0.8591403397665642,0.9949572533086186,0.7734299236649194,1,8,30.23652767313131,0
Coursera,Mary Chen,Project Management Professional,2021-05-18,2024-12-26,c57bfb3effc9695c16b26a888ef82db9fa8d1961a95c06e2e587732b4875d328,0.8317086793877818,1688,0.7920443605781784,0.9816424058110145,0.8043434012903714,1,13,6.831147954238964,0
DiplomaMill Online,Karen Miller,Network Engineering,2020-02-29,2021-09-23,fbc55f8739d7f97c81b98d9069adf966712852d4da6fa8a30d3cb4b9f94b0dd1,0.0556,2132,0.5036,0.6131,0.1693,0,0,46.33,1
Adobe,Priya Davis,AI & Deep Learning,2024-09-16,2025-10-20,fbd7a51b3696637dd939ad35db9dd579dbc7aa9df98674d4e3e78e4c231cc226,0.7634590515491001,471,0.8873339394964072,0.9662348666145487,0.8885701515857969,1,9,40.69931861120647,0
Salesforce,Christopher Rodriguez,Cybersecurity Analyst,2025-04-18,2026-10-13,29be805623a69dd67fa1fbeb84c661351e0ed68dbc43bf7deb41ef6503190e86,0.7719563084044088,257,0.974587282669096,0.9246684430401583,0.7659114292659888,1,7,22.108084813714576,0
Coursera,John Chen,Project Management Professional,2021-05-07,2024-01-14,450a3043c708f92f8b99613eee4493499359033b3b9838f5f76974f2f299e07f,0.8518838488365047,1699,0.8220443400067365,0.9594413652794218,0.694791546138814,1,6,187.53630014668508,0
Udemy,Mohammed Mueller,Full Stack Development,2025-07-04,2028-07-07,2782506a649d21645ec48c2984ead729edda2cdc8fa96c60d684d7b27b3a865f,0.7677677431644868,180,0.8929908073479178,0.8788199040960792,0.8347704222626404,1,8,14.868391717446512,0
PMI,Sophie Santos,Quantum Computing Basics,2022-08-27,2027-08-19,eeec633a1149a12893463ba46c03ffdff3f25c0ee6a09b1ab5c471cd9066fdff,0.6790240256644967,1222,0.7510156008278983,0.9359941086086062,0.9192915784656149,1,3,26.69590915926388,0
Microsoft,Karen Patel,DevOps Engineering,2024-05-08,2027-12-09,4968fee1d53bdc6cc85138cff293533ad0c0f4af1f0a74b703eaa0e15155c464,0.9247691291656412,602,0.8376005535465266,0.9292326387952301,0.7944963261392161,1,8,3.458733638527787,0
Johns Hopkins University,William Brown,DevOps Engineering,2024-04-10,2028-06-01,b29e915ae227b59885cdb9f0adab4d4e7b5e4ae5475fdf3bf86639d0e0b11209,0.9479311762444742,630,0.6087823241531561,0.8676666970684156,0.8478886159477811,1,10,16.137529455652256,0
Columbia University,Patricia White,Data Engineering,2023-08-26,2024-09-21,daf07722155db212e0f11f7c6086847b352729ab98e18f3afad2034c48c427aa,0.9826639348310938,858,0.8727910838905486,0.9275542640592906,0.8153506378691824,1,5,83.98972917428418,0
PMI,Priya Martinez,Full Stack Development,2025-08-06,2029-10-10,87e31eac2b9fa1ac89a9bd0be61278d92385405f904ab10a1837987864d8e417,0.6608809747671471,147,0.9433953803154203,,0.8949155438206563,1,4,50.90928038843268,0
CompTIA,Mohammed Hassan,Digital Marketing,2021-03-27,2022-10-06,d907986bc37ce1647215a5f9e7314267ecd5e3d64eb816674729f5576aa39fa3,0.9270787352478919,1740,0.8131936984965351,0.9054402786112754,0.8573563997522038,1,3,1.8145318346565569,0
University of Oxford,Jennifer Kumar,Mobile App Development,2020-07-15,2024-08-09,02c9de75c84b7c2a7c1ab1524aeb7cd16c36b6e217a374fb42cc25bc9e0680b4,0.641367125524611,1995,0.6260041720763057,0.8621785751746557,0.7837672194990694,1,5,2.941723755260746,0
Yale University,Jessica Taylor,Cloud Architecture,2021-01-02,2024-12-21,ca70d65d83a9e3034e24dd0bb4fcf7ba8d39b12834041c067919b836f971fb5b,0.5034377428379978,1824,0.9361201101899406,0.8772515968724699,0.8578025213587406,1,5,44.49163557193983,0
Columbia University,Elizabeth Thomas,Natural Language Processing,2022-07-26,2026-03-10,d5513de8457c70e02810c452e8988452ce978fc11e0b9e9f22e28e410c4b9843,0.863325143465813,1254,0.7680579486107213,0.8491823924748436,0.9208900078341653,1,5,42.89183077072161,0
IBM,David Brown,Data Science Professional,2022-07-29,2024-08-22,2dd5cfd90197d136976e32e7dec3e4653d96dd7048410f1fdf0b48ecc6805cc8,0.5434719337387863,1251,0.8528469358746247,0.8865405862408567,0.9884531152375086,1,3,5.5142840515123694,0
University of Oxford,Mary Martin,Big Data Analytics,2023-10-15,2025-01-09,83da59bff85cc7c655b6a4cc1a7fb531141770ae81ec99dbbf4d5aa2084d2966,0.952673716849268,808,,1.0,0.9625245658949301,1,6,2.0317118744955156,0
TU Munich,Karen Ali,Data Science Professional,2022-04-28,2025-05-30,2185951a4b512a6b8391acd9afbe61e318ed9f796cb6a64d556335223f797a5d,0.6070489603391569,1343,0.8375502405038996,0.8607981787802624,0.8891330416689045,1,9,33.32030751665283,0
NUS Singapore,Patricia Thompson,Full Stack Development,2022-01-01,2024-09-16,8849b967c2d2f1bf6b26ad4cc221bcd00cf3a0d96dddfe661c3edc01cb4fe5dd,0.7306652369860157,1460,0.6247536169791511,0.9455485548226145,0.9050457926644732,1,5,10.274299260506163,0
University of Oxford,Wei Davis,Data Science Professional,2024-05-04,2025-09-23,1a10f69284ac085f8755cd48a520353e7b15344611a22b5762ce32d688185c8d,0.8372320286500272,606,0.6820763407960526,0.867112375916488,0.8014906415225319,1,9,7.432522552520762,0
University of Oxford,Karen Williams,Agile Methodology,2025-09-13,2028-02-02,6865bcdd9e4aea6cc3afe69ca0e485c6fc8801f92dd4494c95efb2aa235c6f59,0.7425879070199815,109,0.9077135048489525,0.9110300022938114,0.9234630829785633,1,4,13.663935848179468,0
IBM,John Harris,Full Stack Development,2024-07-20,2028-07-15,60a62c4d00bd3d71fadaf3652f0abda24e1d3759fca2841dd06436419f589d91,0.8986865963960249,529,0.8874048924279069,0.8733215419456584,0.6964904924341969,1,11,51.11383723846698,0
Coursera,Elizabeth Harris,Database Administration,2021-07-04,2024-02-12,d7856889313ac6dd3dc07749ee5f85ea2f01e65652ab8f200fe9801d76ae44b0,0.9396232610691094,1641,0.9875043550835225,0.8974781056466058,0.5903180073120587,1,4,53.99414897403351,0
IBM,William Wang,UI/UX Design,2023-10-19,2028-08-15,f64bcdc41f145ff71bb0ff510a74ab48d6ae79eb783d9afe04bd2d500d0d7efe,0.9458160544084412,804,0.8825881099657062,0.9057520724198929,0.9702957842254581,1,8,30.987158086089572,0
Cisco,Robert Wang,Software Testing,2020-05-07,2021-10-04,6ceb588ee44531fc93f9d3a66a0ad0864e83e6ba4943b0b9358fa700fa1df832,0.8128104918305444,2064,0.9845794272923236,0.9007544825992577,0.9589638648457859,1,6,37.1077713755003,0
Johns Hopkins University,Fatima Dubois,AI & Deep Learning,2022-02-17,2026-10-07,7fdf5aad162701f0f442efe202d40a686ec7d5be615cad64b4a8f92e41ea6694,0.9640028513584097,1413,0.7100776614683583,0.9588584415056876,0.7688156401151593,1,6,6.945238988190057,0
IBM,Susan Mueller,Network Engineering,2022-01-07,2024-05-20,03b8c4caeaac239fed1efc2609fe67d73d4249236c792c455cee5ff2687c484d,0.8493177844825793,1454,0.7946573567379543,0.8950857882294696,0.885843156636234,1,9,43.61145725714264,0
Adobe,Ana Miller,Cybersecurity Analyst,2023-09-14,2026-12-30,3946547023cae2439b446712378ee8b218087ddce4a60822dbc32fadd490aed6,0.8229130591697005,839,0.9594816479214413,1.0,0.8645373783880694,1,5,1.5431293155673154,0
University of Oxford,Ana Wang,Blockchain Development,2020-06-17,2022-12-18,adb6dcd5e54ef8b5ad3ddfda8b5b71fcea146cb13acc8a1c44316617a97fbd1d,0.7953128047635204,2023,0.6091497878960751,0.9766484333392615,0.8789557909619994,1,4,65.81993057392677,0
Yale University,Mohammed Kumar,Robotics Engineering,2022-10-22,2027-07-11,c0cb29ad6ff5b1c5cd95875a40bc3f54cd7df7c5cab1aaf00f2d457d5f8d1f18,0.8538236815715878,1166,0.8057644510354003,0.9018002135607518,0.9189238792587818,1,3,11.079184092825807,0
MIT,Karen Ali,Data Engineering,2021-08-07,2026-07-01,c1968049b1409c4ed919852e2ab49e5ff9d3d523709e20171b68bce55a9626c7,0.7828130502129999,1607,0.9421463183828538,0.996880030078699,0.822438776197925,1,9,12.138331377799178,0
MIT,Elizabeth Mueller,Quantum Computing Basics,2024-11-30,2029-08-08,3905b84238797320a272bcb95b3874b47ee7845653d91edfe866108a30f18ded,0.9217238632980187,396,0.929374504233944,0.9712408002266216,0.7859054581089367,1,16,40.7492565166742,0
Johns Hopkins University,Pierre Martin,Robotics Engineering,2022-03-05,2025-10-20,4883c590991a96e282838a7a58cad06bbb01a188514352c534dd0208af267ce0,0.9276190989022859,1397,0.9671393972369118,0.9918656400675947,0.6437232683350272,1,9,17.860525607068727,0
Stanford University,Yuki Hassan,Blockchain Development,2025-08-17,2029-01-06,7e65f313f9ca72672958b93ef27de705b9f2c32e26c702a6ce915e143a3f23fa,0.8135036475480301,136,0.9222843553974148,0.869489368209206,0.792263451566931,1,10,5.1817006162815655,0
University of Oxford,Thomas Martinez,IoT Development,2022-12-04,2026-08-08,dd2810df4bf7f5d9a86ab618671f194a5550a1b5f0ebfa7e81703349d71e4d8a,0.6933940800748517,1123,0.9778018687792849,0.9124010687194885,0.8304603056445518,1,3,3.867754634191839,0
Adobe,Karen Williams,Mobile App Development,2020-06-11,2023-07-14,a0de02bf46934dfd993cb57a8b1c8d02d385960667855c0545fcacf3b96b77a5,0.6625908360594477,2029,0.9036543844104613,0.8047254240785815,0.7776748599260618,1,2,32.43996987534332,0
edX,Patricia Harris,Business Analytics,2023-07-10,2025-10-07,d4f71b05d3edef631e6c5637aad95a4496900794548baa740663537da006eed9,0.7996206137276217,905,0.8974929225297815,0.9196932666569452,0.743163874941307,1,7,11.030890758832635,0
Coursera,John Wang,AI & Deep Learning,2021-11-08,2025-04-07,7a55237800833e5f561de9b5866939856746952b10445688abdc263ee8ed8389,0.9896546876919392,1514,0.6949088363940406,0.8895529492281311,0.9260373159271862,1,4,71.19908635656562,0
Coursera,Sarah Chen,Business Analytics,2022-09-27,2026-11-24,294d33446ddd0651eb6c4c0b35287708d79db87d60aea82a096b48dc8a49d3dc,0.9368307193844064,1191,0.6845740759649842,0.9266824902236234,0.809217790413343,1,5,4.694425635194145,0
PMI,Ana Martinez,Agile Methodology,2024-06-04,2029-04-03,e46792dfe15184d34d22fcb95ee9ea7f52f8d9f9387b572c5a845690aa68185d,0.9729519167581739,575,0.6671220718267281,0.9152689515506827,0.966110901710687,1,4,58.484146362278246,0
MIT,Karen Anderson,Mobile App Development,2020-07-03,2021-08-10,7c4f2a7e879598d889d8cc2469b2b978f083dcd5ab6a818d682e14b1a259aeff,0.7639373595521765,2007,0.8655439469682781,0.9057175272786188,0.6998153745409272,1,8,29.70071180687738,0
Adobe,Sarah Martinez,Computer Vision,2020-10-28,2022-06-05,86d47f9b68672d1c008f8402bd69326d989dbc00ca897a20cb488916544d2e43,0.8519801007768236,1890,0.5605336480730343,0.88803822402938,0.6816907528048293,1,2,13.163649397754229,0
Udemy,Joseph Kumar,Database Administration,2025-04-12,2029-11-02,b9d8526be1efe2d85a8059e4f03716ec73398d482c9a574395b017f364d54d90,0.8188387872080639,263,0.9594018374430195,0.907535089010513,0.8583020361519975,1,5,9.72277827775669,0
TU Munich,Pierre Mueller,IoT Development,2024-04-17,2026-06-04,8c93952443e0db0ffd506b1b7ddc3a5e9cb0d8ea3bdd34a055f0f06f2d8507db,0.917786465149938,623,0.7244123626792464,1.0,0.6934855316943785,1,5,22.12412308649503,0
Microsoft,David Rossi,AI & Deep Learning,2020-11-19,2024-01-17,43e02ebdfc10b9e13eeca76a431060c3c84f0ebfd8656ecafbe965d9f157f5c7,0.8682110157805624,1868,0.7329174951640193,0.9258219064165387,0.9799294384045438,1,8,22.629367613112507,0
TU Munich,Linda White,Robotics Engineering,2020-02-22,2022-02-18,23c3ba787a8cb5990dac95ad29d2d43c721636f1f0e5b75fd88eef743f76b2fd,0.910440544213499,2139,0.48197503968666583,0.8753037083059371,0.8628301410435318,1,3,14.790733107305634,0
Adobe,Yuki Dubois,Project Management Professional,2023-07-15,2026-02-11,61f166d4ad01a7465d81d2f7367fcdbd6909c13e2666e4c2ba2ad1eaa7ad11c2,0.6822279053615858,900,0.6960637524425871,0.9221763360436097,0.9059699213162745,1,8,48.46003587478454,0
TU Munich,Fatima Kumar,Software Testing,2021-08-21,2023-03-03,4f5f85b53b953335c8b9cf49ef8414b1e99ed0745ef7e1dec8babe0ce9860f8c,0.8290023284596416,1593,0.7898011868921947,0.9187152238491176,0.8129282276193955,1,10,28.977302232116248,0
AWS,Linda Jackson,Machine Learning Fundamentals,2024-06-10,2025-06-30,93af51ac053b553bedd44443fc0edb2dd3a864c5f0df1aaf1e6af78f9ce42608,0.7126773893704109,569,0.6087931517624728,0.9876726823810602,0.6892716117295583,1,5,53.01465985652178,0
University of Toronto,Richard Mueller,Blockchain Development,2020-01-06,2023-02-09,5766a779b0bdceb9019dfb5c79f4bf4bb85b5c8f1f2ab5654fd8cc894146e274,0.7220797879263626,2186,0.9932017492776638,0.8657970642586286,0.8852496388161695,1,5,5.060709698320076,0
Coursera,Arun Rodriguez,Network Engineering,2022-11-18,2025-10-20,983de2229073d6ba2bafdaa7eb8ca51df7897c0fbce750672aaa23490146f1de,0.7939061982440739,1139,0.7705007350053587,0.9300443801846384,0.9374622869489876,1,5,19.172026366577704,0
MIT,James Anderson,Machine Learning Fundamentals,2024-10-07,2027-09-28,1a3ab8193bacf0c9431f841d5cf58521af63dfb7d9b06896649c05c901146d91,0.7253609691644571,450,0.6149442862964251,0.8814930783692669,0.808684121264637,1,6,0.095809198109754,0
CompTIA,Sophie Davis,AI & Deep Learning,2025-11-24,2030-03-02,569884ff7444014bdd532c454fca78ac7e420dc4e6485298df78493db461b080,0.8713083622886496,37,0.8173128111407756,0.9791120194929225,0.9900323443769958,0,4,0.6741371154173499,0
Columbia University,David Martinez,Data Engineering,2021-07-08,2024-05-15,3de4b2794dc10cbbe7bf2ff1c294c39b3c70f48d085b1a331dfa2c82dd6e7516,0.9584461571923171,1637,0.9106062931765159,0.8660693957261298,0.9122987744851264,0,9,63.879623205730944,0
FakeUniversity123,Arun Jones,Business Analytics,2020-10-15,2024-12-16,4d13a71590d227d05b5dc5b827936f44b872162fcde8a36537659a1ea34582cc,0.6677,1903,0.3351,0.6495,0.0115,0,1,107.68,1
Yale University,Jessica Patel,Robotics Engineering,2024-08-12,2028-03-26,2fba78e3b23f51aaa91bbd39856a5b58343e2b284d1ca34261d8c63d67a9f008,0.909346307653221,506,0.9092481888143822,0.9192796743125868,0.921879915020647,1,9,23.02642038534877,0
Coursera,Fatima Rossi,IoT Development,2026-09-26,2027-12-21,5c3c3cde9bdbde9f87c1018c8b70115e4263646044a05369fa08dd10d60b3150,0.2075,-269,0.113,0.7729,0.2947,1,1,5.03,1
Microsoft,Michael Jones,UI/UX Design,2022-06-07,2026-08-25,9577d25e21240257e7f660c9496565f44fdb3b9e2ac33ad1581c01c717a3c618,0.7361634397974254,1303,0.9768675998292409,0.9161617215510341,0.9380644289817396,1,4,26.336838796472346,0
University of Toronto,Carlos Santos,Blockchain Development,2023-05-24,2025-01-26,aa2750fa0d69fd18d50542d7f5f5432b28d2eae12f077cbfa082b3b625b8c776,0.8147502946186491,952,0.9625843632825409,0.8015966938073014,0.8285424516487295,1,3,33.235216357520486,0
PMI,Thomas Taylor,IoT Development,2025-12-05,2028-06-06,e2e07630db8cf52b0236642cddff305ccd608849b25a1849a67036ac6c612633,0.6115768810256843,26,0.7690628155500161,0.9029028128325655,0.9397663152254713,1,7,20.667953337890804,0
edX,Joseph Davis,Project Management Professional,2022-04-25,2025-06-24,0e2825fae86d0918688b68c924f0f9c451f2fa73039bdfa4b92c17e1f01bc203,0.7518318433477854,1346,0.6713997808319999,0.8941623671429271,0.945690235721259,1,4,19.28941414700326,0
PMI,Christopher Santos,AI & Deep Learning,2023-01-08,2027-12-23,8f5e18fb50eabc976de8506bccaea850873acea85518e8c9c29386a095b04670,0.7893485851760532,1088,0.8937901851578762,0.8989144555403789,0.9225347120971027,1,6,12.833270364759816,0
Harvard University,Susan Santos,Natural Language Processing,2025-04-20,2028-07-24,7dc6b612edb5057eddda75671afafe353d36cb018ff7315085ea7a6b021e3e46,0.9666288298153495,255,0.9297461085223905,0.858089052081309,0.7903753564886002,1,3,58.57794964138595,0
Salesforce,Susan Rodriguez,DevOps Engineering,2023-09-09,2026-05-10,8923adf995854fbe6c8878c0c6942a24898a6fb3c3a607aade84da1d2fbd0793,0.8218693592708719,844,0.9357478409232021,0.947389662679018,0.8241562140862321,1,5,50.390418627628186,0
PMI,Linda Martinez,Software Testing,2025-02-08,2028-02-22,ae932c500c3da77bb8f961c50c015f02da99b8272ea481e0a87b34bd0cca208c,0.9618456230414241,326,0.6514092158871773,0.890801420000901,0.7693614640073366,1,6,21.567148875371494,0
Microsoft,Ana Dubois,Cloud Architecture,2023-06-03,2028-02-20,7357ac5226ef63411e789b4febd44478a2a3e9dda5d253bf3d10ca999a415359,0.8849253927739944,942,0.9342864392458539,0.8340545021985559,0.8383626800120899,1,6,26.01317891501525,0
Adobe,Mary Martin,Network Engineering,2024-01-14,2027-03-11,f4755823b374924b007f2956f37ea0e79be1123cfce4364ce8d08ae2cf591e4f,0.4977122175849065,717,0.8902261704451968,1.0,0.7165609185420454,1,2,5.73382100804691,0
NUS Singapore,John Wang,DevOps Engineering,2020-02-27,2024-08-20,09752b7ec5c845fda725b1386b959d1ef0eecc979a79bc84fa8a25ef6a48425f,0.8450985327373279,2134,0.7678798990758698,0.7975380780645808,0.9124138684093034,0,3,20.896257337217545,0
PMI,Christopher Patel,Project Management Professional,2021-11-10,2023-04-30,a5438346048d65065f674b6bf11608e60cfd83ee754f5af9a1ea38a07cbf1d7b,0.940365321422454,1512,0.9858605996600636,0.8981515531805316,0.6798505255762259,1,10,6.821031414740225,0
MIT,Thomas Martin,IoT Development,2021-09-11,2026-02-26,46271d7e0499b893692bae164a0f68a1302ec71e7f78b449caf177849ecfae85,0.7366112973512435,1572,0.5435720867169992,0.9677056077388125,0.7834384228031549,1,3,5.394309700636335,0
Cambridge University,Linda Miller,Database Administration,2021-03-30,2022-12-22,d6060022ed9d389bdeb8efa5f0aef454868cd86c5add96c132e4b068a1b98ce6,0.959483952307567,1737,0.910129448620949,0.9077923032933612,0.8247022549695542,1,2,17.854939477788925,0
Johns Hopkins University,Patricia Dubois,Full Stack Development,2021-12-15,2023-02-19,c496275c623fe111b7e378edb60899f7af29065588bdbad87b008a2e96e4056e,0.8881800793249754,1477,0.7978900514878012,0.9120282022047206,0.9727784574489217,1,7,7.546088106538616,0
Oracle,Priya Thomas,Computer Vision,2021-11-04,2024-08-12,9cd5c6ccde75e4ad163cd491a73e75745000c68059cd13bc0937ceded8667387,0.6592610669417158,1518,0.8654986800429101,0.9347364573265473,0.9101418558836977,1,8,3.339500657530011,0
Microsoft,Priya Patel,IoT Development,2021-12-20,2024-07-11,8449370964b0057324dc922786fe440bffe4e6214f1f16aa75e70281e1008877,0.9282590132610005,1472,0.9550566103593878,1.0,0.8845887995586643,1,11,34.42955382904862,0
University of Toronto,William Jones,Data Science Professional,2022-09-19,2024-08-18,51aeba5688b9eefd59905861069e69ec0f6201b009b969bdf2922916405a2306,0.891860601857359,1199,0.8655148014996522,0.9598283578742794,0.7727225379275583,1,6,7.897086218269122,0
Columbia University,Christopher Jackson,Digital Marketing,2022-06-06,2023-06-16,f419e024a12f1b0,0.2045,1304,0.1112,0.5819,0.0345,0,0,17.6,1
Oracle,Richard Thomas,Full Stack Development,2020-10-04,2024-03-23,0e1ef18c4089e26c8594ab327503aaa6a701eb4d1a0483422d31101f46761492,0.8514514566210458,1914,0.8933755055063043,0.953323212063273,0.781021476789328,1,4,22.894970394163444,0
edX,Ana Thompson,Database Administration,2024-09-18,2027-10-13,47e46d3e39ac0d6dc7302f9c9ca74f3189242ab8e543cf147dea00c3f12a4645,0.8491904889413318,469,0.8050840849606192,0.9335864720601298,0.8491407894622889,1,3,12.749133307858743,0
Coursera,Sarah Anderson,Natural Language Processing,2024-05-16,2026-03-30,3dcc0aa824af482992a27eba0786e22b0cb374096e2def5f7c125878e3be43d0,0.7974612418645469,594,0.9432708904507798,0.994121887686067,0.7847299575320741,1,4,5.018982489313487,0
University of Oxford,Wei Williams,Agile Methodology,2022-06-18,2024-05-27,61c966daebdf090cd1ed9b979b557f25e4a810cc4de052ff8ddf1165c1f23a70,0.5690011501333688,1292,0.7914109572454877,0.9462639674002588,0.8173218862890457,1,4,10.892459762132901,0
TU Munich,Wei Chen,Big Data Analytics,2020-04-30,2022-11-25,8fc45cbf12d75858101667d8f62caa9093f9c99006b3ce10be9273cc47d99eec,0.5872714647354575,2071,0.9319572450304371,0.8205402510643043,0.9740844582401156,1,7,21.640461719304785,0
Stanford University,Ana Rodriguez,UI/UX Design,2024-04-13,2026-06-13,a8c4ed147697644fd0778a03cdb6a5f1a9bec5bd5212d93847d714fdfa23b9ce,0.8959531138413963,627,0.6422110153424042,0.9215521430021637,0.91125720070422,1,4,6.34693670727117,0
MIT,John Johnson,IoT Development,2022-11-18,2026-04-17,0edf2b438097e62c2e1eaeac004193e0e47aca91b6f8782b1ce9912481d4403f,0.6518461792013591,1139,0.7934986056946975,0.9158583434927523,0.8198553890034588,1,4,19.195848151905953,0
Cisco,Elizabeth Kumar,Data Engineering,2023-02-20,2025-02-17,91815fddf69148123df058b14e6ecbb8471820ad85bab91230050644dae31e46,0.8715291829927069,1045,0.946041933511845,0.9963351274311477,0.9736341561484045,1,5,15.913494687337502,0
CertForge Academy,Sarah Thomas,Agile Methodology,2021-12-26,2023-07-04,182a3b5230fb750da084c8156c97844ebd72a6fcd937ab692bc531ffc52e50a3,0.2096,1466,0.1743,0.5917,0.0737,0,1,11.97,1
FakeUniversity123,James Martinez,IoT Development,2023-10-31,2028-05-01,476751696c287cac744310d5b9c9d41c441c35d133396bdadde51f520c81c21f,0.0709,792,0.3731,0.6035,0.1608,1,1,32.11,1
DiplomaMill Online,Arun Hassan,Software Testing,2022-02-12,2025-10-16,833eee269f4492f13b46bdc2b46af4b3b2d47a05485e2ad321148c7307a3e8ce,0.0603,1418,0.3533,0.9815,0.1165,0,0,135.74,1
Google,Priya Johnson,Robotics Engineering,2025-05-31,2028-03-25,2ccc8e045b0aa50ff324828f8ea23376314c5a29c25cdb781e364352450c847e,0.8488501676618997,214,0.9101600924564826,0.9567329617227881,0.9865062943403501,1,10,20.835236474958748,0
Cisco,Richard Anderson,Big Data Analytics,2022-04-04,2023-11-15,3ec21f9d6768a76082be44cc9230ef03ae2a5bdf94be840bd44a545495c221bc,0.5848483624325072,1367,0.5845066806921237,0.8989612784641542,0.9066913381570947,1,3,2.0703071964807562,0
Harvard University,Elizabeth Thomas,AI & Deep Learning,2025-06-20,2029-02-06,9cdf01c425f9eddfeaf7b4300b1addea8cfd2e1cb273a59651c98a23321986bd,0.8425765151639875,194,0.7863165356165281,0.7654732083756476,0.7372644807172909,1,7,42.80628568003265,0
PMI,Yuki Taylor,Project Management Professional,2024-11-06,2026-08-27,7968498c363f858574e952e701e82ad48dc59bf4a588f202fc948b90d4c13f91,0.9245377591505549,420,0.8482821728401594,0.9447428809466838,0.9157254459657224,1,8,9.216414137428451,0
TU Munich,Richard Miller,AI & Deep Learning,2023-07-07,2026-04-21,c32cbb2e8a9e408d0bf7492e849a9676cf41c7b7e1689a495887072cd83761c7,0.8946229068034439,908,0.9519629245040296,0.9462654657094982,0.922722379137553,0,6,3.538558594358735,0
TU Munich,Mohammed Brown,Data Engineering,2024-07-27,2027-10-21,6460cd8a6f7471928ab49eca2ca37d01e4ba38354c3c7c2bbecfe122c8205ecf,0.8129438573871142,522,0.7963914875223078,0.9105221362865327,0.8798445661280189,1,5,16.679463868923612,0
TU Munich,Karen Jones,Project Management Professional,2024-08-02,2028-07-15,7a00bb0aca79de3d7d34e5ff827372d82d94b263461c0051c036649c70d68a46,0.8819516256484938,516,0.6380144296652037,0.9281316308068794,0.722707102287005,1,5,23.573674520780763,0
PMI,Sarah Kim,Computer Vision,2025-07-27,2026-10-15,8d210b4e122820be266b2716ad71915de7b21bcb609ff39ea4417a897635f265,0.964592012826207,157,0.9002140915539707,0.8934782487647931,0.9385119809326901,1,5,29.235531385862682,0
University of Toronto,James Patel,Digital Marketing,2021-03-05,2023-12-07,e37dacabb08d40be456613833d147c2dc7e83f09f8daa534efab83cd735db297,0.6891657824985795,1762,0.8567878897785113,0.8671291357364426,0.7780501390039056,1,5,52.09653768344333,0
Udemy,Robert Garcia,Digital Marketing,2024-06-11,2026-02-03,e994e0794c4c16561c1f7adc5e7f54a8dd005cbb60e47ae5d370563abc185a60,0.9242426748269384,568,0.6795858827334244,0.9931117831378138,0.9740097817500336,1,7,24.813832074443148,0
Google,Carlos Hassan,Robotics Engineering,2024-03-06,2026-09-02,f8dce711ba1cb2e1e50eb7dc0dd0eab9e0eed07d498fc102601383dc89e18959,0.9320316204067384,665,0.8851310112491471,0.9526660138810013,0.8086984672587719,1,7,13.166908613499544,0
Stanford University,David Dubois,Network Engineering,2025-03-08,2026-06-05,2029bd8192cbb772d8b527c2dbdb6ab1db5e2841c6c9242eae8b9d82809d0e63,0.6393370632874883,298,0.8508175279259061,0.9397301389044881,0.7904271479864846,1,6,33.735147324312535,0
edX,Mohammed Patel,Cybersecurity Analyst,2020-03-04,2023-02-21,8fdeddefbd02ec5ed282a1f76d97a399fc623935045a648cfd2cc85b88453560,0.9318476908344828,2128,0.8308110243728941,0.9387250174522801,0.7290953190538867,1,8,69.26231754525534,0
Cisco,Susan Thompson,Digital Marketing,2025-07-28,2027-05-05,f43853b29fcf4bb0b54cb93d0b63fc799bf7deeedfd2f072cf31964b38b92b1f,0.5315220356405208,156,0.8167612035442368,0.8727966893661959,0.9676833292918435,0,7,10.641572511327638,0
AWS,Carlos Kumar,Mobile App Development,2024-10-21,2026-12-12,ce1c076862ad259e122bdf3a4dce4c6e62947da1a1f378db0ded452ef44e2fe1,0.8955213623330075,436,0.8976294156205654,0.9399938530912776,0.8211860520717397,1,5,9.28196963954798,0
University of Oxford,Sophie Davis,Network Engineering,2023-04-02,2025-10-04,f57ee43a88260281f6d16f758c83c4ee4b9892f2d3b5e8ceb48e530c9b7a3bec,0.8659823736702458,1004,0.9305442036769803,0.9493211325815497,0.9692372990938365,1,5,15.373838442522219,0
PMI,Arun Rodriguez,Quantum Computing Basics,2020-04-21,2024-08-04,087a910762bd96cd2723781b59c792fa7216bc68a44a27a7dfc0210715a75ad9,0.6744051195750025,2080,0.9605801036067938,0.9537862442989258,0.8860177813933666,1,7,13.187840846697998,0
MIT,Barbara Davis,DevOps Engineering,2021-04-30,2026-01-08,dd1610631d0f69357909e9b05342bc1884a5762460cef5aba3f4b083c9adbd63,0.9112380116957476,1706,0.7758997840800926,0.8195006213208166,0.9390975745380863,1,7,6.675843972322417,0
TU Munich,Arun Williams,Data Science Professional,2020-04-12,2024-10-13,d5ecf6d224eede9180abf27ff1cbbf0cca4cac678ddcde1c69d9248a7e78d11c,0.6994568780158164,2089,0.7847327129327906,1.0,0.8918957497312452,1,4,30.955066444805517,0
Cambridge University,Wei Jones,Cybersecurity Analyst,2024-07-31,2025-09-21,e1dd60801cd430b40a68fa38c8c20dce65a114885d49d4081d3d1a6357b4a493,0.6896245748816464,518,0.6785635501325548,0.9989080651089542,0.8369278399013351,1,8,6.195465786282747,0
IBM,Joseph Smith,Data Science Professional,2020-09-05,2024-10-10,fa7f4a63addf373e16eaeb20cf7d2544a287fe58a6402379593250d2dcf40049,0.9502346005980322,1943,0.8768341921059681,0.950959978873047,0.9722213698538623,1,11,12.016460283258475,0
Cisco,Jessica Johnson,Blockchain Development,2022-11-24,2025-11-18,56b82f7217eac8ccc3d4f467cda5582514b2c5dbeff7dd1f161b20d82e7a772c,0.6787450911681054,1133,0.7953001439495415,0.8919435314175804,0.9584333456622772,1,5,5.767648862409985,0
Google,Priya Hassan,Network Engineering,2025-12-18,2026-12-19,8ef8ab13c092ee11a150c47b1e867802ca8eeafe00f1d888f9ff980902c3d9c4,0.8571716523946763,13,0.8326098442530686,0.9513556681050949,0.8185560562989902,1,4,4.411619542690734,0
Oracle,Christopher Wang,Full Stack Development,2023-09-11,2025-02-13,3c0036cd2e19614a3e82cbb4a14fc8a703b27691e05e7ebe766a0e93c4f100ae,0.5431520735716009,842,0.8886511093527624,0.9128189298346048,0.9559102256076211,1,6,27.79638250996727,0
MIT,Mary Rodriguez,Agile Methodology,2025-03-24,2030-02-03,1f5bc147ffb79aba925511290bc7f6b769fbef973080539ad8372dde8542c828,0.9193390130065883,282,0.8045517154342667,0.8895449988994905,0.686718907697419,1,8,17.136050617691865,0
IIT Delhi,Ana Thomas,Project Management Professional,2020-03-07,2022-07-07,c704c9df5bdca406dd239f547058cb5785c280e897c32ef35a7f2ad1ddb27e39,0.9131270934744616,2125,0.7909458015436602,0.9050472914720809,0.862792313271099,1,5,17.66427605776898,0
AWS,James Hassan,IoT Development,2024-05-10,2025-07-20,eca70353e8b9bc0a5338408e03d9a35996573552907dca3821c76d3f3aeb0b6d,0.8581773834297772,600,0.9642961636556869,0.8253627021490346,0.8294214853849202,1,5,58.271957517611675,0
TU Munich,Michael Williams,Project Management Professional,2023-01-21,2027-05-11,c4682300e90ade3c712c35e0df2d1bc30896ab0ef56bbed826a1ec4654a0deb8,0.5816706003415395,1075,0.8025430581473182,1.0,0.9219940235954444,0,2,49.70286552429452,0
edX,Carlos Mueller,Quantum Computing Basics,2022-06-18,2026-12-01,4bfebb2faa6abfc2c2556e0a3b7592ba658c5584bd1b8939ad9cf7480686f688,0.6956223910351317,1292,0.8313044989202667,0.8407449763468438,0.80409272262105,1,10,26.914368482444857,0
Cisco,Richard Kim,Business Analytics,2020-08-04,2021-11-19,eed4c79e9ac2bfe658a6b4ae80023e154237805d58125604c6a46edebedbe676,0.8450884793217527,1975,0.848460276102612,0.9479156368381442,0.5663978311951696,0,5,2.154825491074969,0
IBM,James Davis,Network Engineering,2021-06-02,2024-03-10,5b703b2b9c72fdfd7cb054e892269758fd253190d961e91eb44e0114ae48af90,0.8821939286122256,1673,0.9947629572908208,0.8508912197935716,0.8392410059011165,1,4,21.60011828443607,0
TU Munich,Elizabeth Williams,Computer Vision,2022-06-05,2025-10-10,c11554c34c141768ce001e6ef572a6f07adb46d2fd12730d92c2f85092dfe6e5,0.8223297976497096,1305,0.8286538717377635,0.8934597216686124,0.776970403234535,1,13,31.75546753010832,0
Johns Hopkins University,Jessica Rodriguez,Robotics Engineering,2020-08-19,2022-05-29,3c5b5b83bfa10f87448a815ffc99e7c96e5c92be643cbfd4c0c88c04b5e244f6,0.6384126575291588,1960,0.6357115860636945,0.9310317463286785,0.8980785332367806,1,4,17.061558057100424,0
Microsoft,Mary Miller,Mobile App Development,2022-08-01,2026-12-24,806f380378ef6af178f10d3283f6990b2e1f55f584bbb77aaf20dd77d35e1a08,0.8582181949885817,1248,0.9176404904629561,0.8977675214717252,0.9749739918757259,1,2,79.44115222802309,0
Harvard University,James Wang,Database Administration,2022-03-27,2024-10-23,b43a7f4c83b7dd114b74eb1c7ac0363d5b91937e97fbb14d9d1596fd1dab4870,0.739788893511823,1375,0.7931233608171852,0.8829038902487305,0.8698727865336943,1,5,63.7896073675795,0
Coursera,Pierre Miller,Digital Marketing,2021-07-05,2024-01-13,dc814897b42c2a540a6dc9e4653dc721af75bf711e7e21ec4b30b4918680b8fb,0.7372576199183397,1640,0.6475907359549284,1.0,0.8987415879973111,1,8,82.95382717349797,0
ETH Zurich,Jessica Davis,Database Administration,2022-05-27,2025-03-13,6974df38230aa29f8122724a231510434e5bd07f7e127cd644e151db7d12a3fb,0.9669908554570908,1314,0.8297577453327755,0.9754220810041269,0.8501278209623588,1,4,35.02067602720408,0
Harvard University,Mary Chen,UI/UX Design,2022-02-26,2025-03-24,0d4d9401f9c96b79f4f745b0610b6ec02740a711900f1b828fc7c509a3ac9fdf,0.9811206766736238,1404,0.9652071009285175,0.9165592754016397,0.984497451779165,1,7,4.10458820860332,0
Harvard University,Arun Harris,Robotics Engineering,2021-09-10,2023-08-07,af5c8700f7e28351e117a17420ac954ebc0ee9faad34dffecd2015355ea2a004,0.6356488659062977,1573,0.7381968277171379,0.9597454359137385,0.7437917477338266,1,5,68.61280309920201,0
University of Toronto,Fatima Santos,Machine Learning Fundamentals,2022-08-20,2025-02-27,efbefd186f3c6f29696059db93d598d326fb4b0e5aefd4c1befda2e7b010c02f,0.8160408106207576,1229,0.9601851325297577,0.8835319401198564,0.9538883726065142,1,2,3.101217660979721,0
Coursera,Pierre Chen,Database Administration,2023-02-15,2027-06-22,2c74db8e8bc8e09956647452648a5402bc518541005d66149e3fc48de62a5277,0.6715010340604437,1050,0.6526640329749773,,0.8297663620663087,1,8,17.02289045668919,0
Cambridge University,Jennifer Garcia,UI/UX Design,2022-11-20,2026-12-07,6fd52b7b37b3b3d7241dc65005c527b769010a11176d83c154599dd4a1dd0414,0.9845014318880803,1137,0.9476638882858344,0.8900332851916237,0.9779070771639243,1,7,54.96005050688419,0
edX,Mohammed Garcia,Software Testing,2022-06-22,2027-04-04,44477c23ec3daca1afb2c7f36252f6bc6b59b4731567aeacdfff68080e7ba3b4,0.8436952291095147,1288,0.8680666098876516,0.8350065418371541,0.8571326195621635,1,5,37.87876986345951,0
FakeUniversity123,Robert Johnson,Quantum Computing Basics,2022-12-24,2026-10-04,f2b90befc0bec16107e4428c43549bb0b45d37c140e4a38732e9e0b22a6c5e0e,0.1326,1103,0.225,1.0,0.1329,1,2,2.53,1
Harvard University,Patricia Wang,Quantum Computing Basics,2025-06-08,2029-02-14,ef40f42a128989a9465e57c70d5981272e591ec785ed2f5c283906ceddbebfb0,0.9192902040688259,206,,0.8781678794596037,0.86213667820702,1,2,80.42597101909278,0
Cambridge University,John Ali,Business Analytics,2021-09-22,2023-02-21,723d3421e8c86ca9f10b65a352262b13caa51a11e02946c26439d1bd8f5f5466,0.8095498536952971,1561,0.7957667620077509,0.9797840102899467,0.9690129961898839,1,5,8.408095961320285,0
MIT,Jennifer Davis,Natural Language Processing,2025-06-25,2029-05-28,16091fa8a610055b059392a8a706ec8375a12f4ac04b90682dad0cd66b87cc98,0.6800509997869826,189,0.8163060114510802,0.8297429806188642,,1,6,5.088118201960132,0
University of Toronto,Fatima Santos,Robotics Engineering,2020-04-20,2024-12-21,8e1a9b1e68ada8ab06c278343eeca68fd0a10e6eef639f5635fe57d07999a3f3,0.9106237657988749,2081,0.7707786046527931,0.9406570696113381,0.9378846126665863,1,2,6.885866932062529,0
IBM,Yuki Hassan,Cloud Architecture,2024-04-18,2027-08-20,2d9a99c3b07b56770c1e9c3815bb2abd0bbc7db4ad126a9f722b18f5d5e1842b,0.8667817796572457,622,0.96718244638011,0.9226020211516555,0.8517576182798454,1,7,55.277671340773004,0
Cambridge University,Elizabeth Smith,Cloud Architecture,2022-05-25,2026-02-03,b57f5875d47427e5a6a01fa1b134e197eb79c0990b3fb3d5af9d6400b570e07c,0.6445928382278187,1316,0.8372185521171365,0.9971645657241819,0.6036626235392826,1,5,8.912333398725117,0
Google,Patricia Jones,Project Management Professional,2021-05-31,2026-04-30,2a9086dc261084fc3ec2b7161ae4c8018455a9c12c9c2746a95694564c94e4b3,0.945984466644063,1675,0.9400589705181768,0.9964993207515019,0.9968389208491709,1,6,46.78247490057231,0
Microsoft,James Wang,Big Data Analytics,2024-06-29,2028-03-14,34d76765c6ea229268d0057ed5522ce824e42353ea3b303dc9aa495ac97ed62d,0.9056397751335321,550,0.8654343934827775,0.9193068932747864,0.8480881038661254,1,7,1.4673195177096956,0
University of Toronto,Christopher Davis,Cybersecurity Analyst,2021-09-03,2022-11-15,f20955b87334af53d091da10111adafdfef44f2e5e00fc91b82cc2e3e7d1514b,0.6882260753987286,1580,0.8543684319070026,0.8418085886862496,0.9263652501459951,1,5,28.666541991742875,0
University of Toronto,Carlos Harris,AI & Deep Learning,2020-01-06,2024-07-21,9c164afe02143eeec6b77bb16d9892a4a691f491edc6cc1d3ccc3eb97011e1af,0.9688021689155002,2186,0.6919353342097726,0.8411568250060367,0.8975455848658868,1,3,9.043594129869039,0
Oracle,Susan Rossi,Business Analytics,2023-10-20,2026-06-11,edaf647cf40f655684262b8df0655232e402303106d50ddaf4ebe07743adce5d,0.8849855814304605,803,0.6670135234169268,0.8924697935528232,0.744517644561713,1,4,11.949688221314846,0
Salesforce,Mohammed Jones,Cybersecurity Analyst,2025-12-29,2027-03-22,6b3c521c956813e2a87ed939cdff899b704ff08386b0a1e58c692c9f01667dbe,0.8759864711351248,2,0.8747600184575178,0.9347937004753905,0.9348631038552052,1,6,3.8010309421516277,0
Adobe,Wei Kumar,Cybersecurity Analyst,2023-11-29,2028-09-05,b0f4fb8404fbe4c80313d5b12ee4241bd446ec9139bfb8f65e100c05449c6285,0.8860049618000995,763,0.7857873015067014,1.0,0.9748956023936373,1,7,6.9855532829226625,0
Stanford University,Mohammed Anderson,Database Administration,2025-10-30,2029-03-13,3316cbd339c14fdcea53bebfd48cc18df36b33c045f1af29b919028322164151,0.8829822166731507,62,0.8871086548764361,0.8532615662881509,0.9283419884592305,1,5,19.861481922135923,0
Google,David Kim,Data Engineering,2021-05-18,2025-08-02,a35ca5749552cb561136ed9e97d097edb6ca1b02a8504b49fb77c2fdbca71df7,0.8307299398948103,1688,0.8283354951200924,0.9659590203210411,0.9064928704350647,1,6,0.30360222846528967,0
edX,James Santos,DevOps Engineering,2021-11-29,2024-08-11,3f372c16805be95a551b284726cc3db2008bc1ba4bffdc1dd36ae2832cbbabe7,0.9374341519903104,1493,0.9829722484929067,0.9044358964851997,0.8621392561969217,1,2,70.8107500389941,0
IIT Delhi,Pierre Rossi,Full Stack Development,2021-10-03,2023-07-15,de49c230ebab8f219f579a975599a2d2d746da8a5b89b9c07f46bb86efbef450,0.7724206487597745,1550,0.929616694346925,0.870161226021474,0.9132541094285345,1,5,4.5416059237448945,0
Yale University,Thomas Taylor,Data Science Professional,2024-08-26,2026-06-16,86dcff59a727bec43cf57dce6ec0f20d088515a1757cade58c28e2d07207320b,0.7096311137954372,492,0.9896831718806895,1.0,0.8672126010251862,1,6,34.51729354754879,0
Yale University,Christopher Johnson,Network Engineering,2020-12-31,2025-05-02,c8924cab5c9df29c6c78a11880c28bd61b54ad1cb3d137dfbfd3d9b29255b494,0.7658715870720479,1826,0.7984202382523392,1.0,0.947895505122364,1,3,7.813655475747069,0
QuickCert Ltd,Linda Santos,IoT Development,2022-09-04,2027-03-07,1cb9992d90757da02b1fj3742b62206fbf34c1e4ee9db094818be401dbbab690,0.2536,1214,0.5197,0.6486,0.0306,1,1,6.07,1
ETH Zurich,Karen Mueller,AI & Deep Learning,2020-11-10,2024-04-01,72c6d9ceff4673906ed33f890fbfed9f436d809fbded193a37a961db69409442,0.727214289194607,1877,0.9664260871035156,0.8452655579158989,0.652011958568104,1,3,7.847496427254347,0
Adobe,Susan Anderson,Computer Vision,2024-12-13,2027-11-09,fb4e34cb02961badf4afeba8fce7d84441ccc5a1c2478ad5ea228265024a05cf,0.9601259341945705,383,0.5712769898458953,1.0,0.9427074379539576,1,5,32.56881199808902,0
University of Oxford,Joseph Patel,Full Stack Development,2021-09-15,2024-08-31,016f66972aa7944dc8f4f5cde5610efa3ffb7a3c4b1f76b688397ac206d411a3,0.890284721514362,1568,0.9343001001398474,0.9365235256768912,0.9016747164421275,1,12,7.737202270584934,0
PMI,David Hassan,Cybersecurity Analyst,2022-07-31,2024-05-15,8fd68869aad01874e1b97fa06c6d19eeda165bb743648a6c3175add0d4090482,0.8273460352876909,1249,0.7623679682101349,0.8871648472319197,0.9249337071863752,1,6,18.62478187698559,0
Stanford University,James Martinez,Big Data Analytics,2020-09-29,2023-05-09,c60fcc37639a419c40f161d5805be54bfb218627ba9cd815dd1ee053431c7d88,0.9094247040668226,1919,0.45549659548855387,0.9555274551148893,0.734523481680158,1,7,6.847109596303731,0
CertForge Academy,Michael Santos,Cybersecurity Analyst,2022-10-22,2024-05-11,706f4d9f4bff7578daee062d1ffba5b619943cda2235cbe4d050abd67cabae5d,0.3,1166,0.1592,0.7268,0.1654,0,0,16.36,1
IBM,William Garcia,Computer Vision,2023-08-02,2024-08-26,4908dd08a7183a8d507252ff9e3aa3070d1fc0e878ce3d0219d49bb155a5fbe2,0.7068763087799271,882,0.8310424999059431,0.8690944571272403,0.8174040134022488,1,4,0.5651367974826322,0
edX,Susan Wang,Digital Marketing,2026-02-27,2029-01-29,09bedd0aadcd9e54d81ab0914e78eb1034cc2af45bf0b6a28096476cf6067e61,0.1745,-58,0.2104,0.6668,0.063,0,2,44.6,1
CompTIA,Linda Chen,AI & Deep Learning,2020-11-14,2021-11-28,8862b47b4639d0b7f18b5672866006f9c665f6331f1867f1131c57d69959ad38,0.7506676768067613,1873,0.3627501769491575,0.9031512142605671,0.8666949472055041,1,3,1.586641059950504,0
IBM,Mohammed Chen,IoT Development,2022-02-16,2023-12-02,94fe3ee91ef4376e50e58d5ef692066d8266ceb67ba008af9e3bba4f1bff96fd,0.6632145948940651,1414,0.9945504960530499,0.9608196739258947,0.9122355929549991,1,7,11.0030579851381,0
edX,Michael Thomas,Project Management Professional,2021-08-18,2023-11-08,34c048bfc5e79c9f6dec037d6254fa9e8057d92880e8581fccdd5df74f53c202,0.7578297652850531,1596,0.862975593592588,0.9958018798966651,0.9696421606817106,1,4,54.90059862446355,0
Coursera,Michael Thomas,DevOps Engineering,2021-12-04,2025-06-02,180403690da7941cd48684a729e39c687a4c0f21263f34be3fbf15826e2f16ef,0.5884896400019107,1488,0.849179904467368,0.8884202936251966,0.776103835549296,1,7,15.270978656532314,0
CompTIA,Elizabeth Anderson,Cybersecurity Analyst,2020-05-06,2023-09-06,c32a5ba0059be9d196bf11d5f254a92683f4df115263d1b9277d6989fbc3f292,0.8685205282736556,2065,0.7193779665373401,0.9434712141731303,0.4830646000944056,1,3,46.08226657895959,0
Adobe,Christopher Patel,Quantum Computing Basics,2020-12-17,2025-07-06,058e9f3820954a0c5301a5541e9c2446485b4ff762831eed96c0d0161c7aedf8,0.6911461798890511,1840,0.9567721401662975,0.8589957421244058,0.9520922407547722,1,6,6.132471804699213,0
ETH Zurich,John Jones,Data Engineering,2020-10-01,2021-10-25,c7cd510f1f4f1c8e06b2711b5d89e1faa5da958cc4ab431e17e6d5f2b93e1092,0.8668613423575262,1917,0.8793542420124362,0.943035992859736,0.9503584187956406,1,5,68.36901873976151,0
Cisco,Jennifer Kumar,UI/UX Design,2025-06-23,2029-07-14,0b1587cb55321959f75eab25a753225fe3b467e196dd7ed1d402ef12dbd46f96,0.9259216645106987,191,0.7903527053966896,0.9276530383501697,0.7080393286761018,1,5,75.36996219289239,0
Microsoft,Christopher Patel,Software Testing,2021-01-30,2023-12-28,fb703cf7dc90737b2e3a06c1511c3d9203926cf61246d83fa6cf3b30261b5045,0.958376415014266,1796,0.85636823535772,0.9830038049547264,0.79532912574578,1,2,67.25652186155959,0
CertForge Academy,Michael Taylor,Cybersecurity Analyst,2023-11-08,2025-01-06,4d65cea59fb98cea6a7febe6ab4ac199441f926d1965ee69d1c89702fc9c21f5,0.115,784,0.1983,0.5217,0.0147,0,0,66.88,1
ETH Zurich,Christopher Davis,Blockchain Development,2020-08-02,2021-12-11,d1c90d6660e1a3c6c6fa3b4ecf887a5884d5599ad5ede9925cb67908e4752df4,0.7603761825383549,1977,0.8143884704821702,1.0,0.9419949570343802,1,4,37.82172331950503,0
IBM,Arun Kim,Agile Methodology,2020-07-13,2023-09-13,40c4ec6a6b46e789d9ae67f9ef9a5a74dadd4b6a91435d3b2b1c333384d82f2c,0.7147300693476417,1997,0.8923426247160052,0.8894922201890086,0.7744549071208842,1,6,69.97709937187372,0
TU Munich,Carlos Taylor,AI & Deep Learning,2022-02-22,2024-01-01,48f8aac6bafa79f05fd097870cbe590aa0cd01b93cce3381fbd3064ea08e3861,0.5923201243493345,1408,0.605084882643521,0.8858813042392828,0.876556397488151,1,1,1.8633479261704649,0
CertForge Academy,Thomas Wang,Robotics Engineering,2026-12-03,2029-11-22,e324a5996d9c63b6c923548768ce974d045887f9e180b8e9bc4d3160692c60af,0.2407,-337,0.2013,0.9224,0.0826,0,3,29.61,1
Yale University,Jessica Garcia,Agile Methodology,2024-07-22,2027-06-04,001d179ab0a5ee5131b04b9394f0b73cc146ac7c71e4981a6d881720d7f17f72,0.8320615413218952,527,0.7507720398254201,0.8524596991081778,0.9720123560114856,1,7,201.3364382974184,0
Udemy,Elizabeth Mueller,Cybersecurity Analyst,2023-11-26,2028-09-08,59b33cde959fd7e4e2a0e52d31752716062d9dc2f2ed41d8e6849506658050be,0.8329083611319336,766,0.9541351526374812,1.0,0.8365631920240664,1,4,18.577329870591466,0
DiplomaMill Online,Robert Dubois,Business Analytics,2023-08-08,2025-08-22,4a38ea466c4304010ccb3213b634bfd3362d22cfc4fc250a0c234d57fdl9c371,0.027,876,0.1055,0.7943,0.1088,0,0,8.48,1
Salesforce,Thomas Martinez,Cloud Architecture,2023-04-18,2027-06-15,4d9f95edf12a188006a9910880f0dbb0cee8086fe234ba030af1b160e5a059b1,0.7562183799294855,988,0.7325948243288372,0.9629227397476323,0.9361376719039508,1,2,5.587546277896342,0
CompTIA,Robert Jackson,Software Testing,2022-06-08,2026-02-25,ed6eb861d0727a649e5c5ea8b5e96e71148e26167a565c04c5378592557713bd,0.9132783117408219,1302,0.8511350465420104,0.9363764247415706,0.958883404217407,1,6,19.021285377258142,0
Cisco,Priya Santos,UI/UX Design,2025-07-03,2027-10-09,8078de14748c284ab868372dd57603b5a332d89f6e388f96d251a2a60241a3b6,0.7238022788375374,181,0.9482115967350264,0.9185371331928648,0.9671549189692138,1,5,51.27167644815555,0
CompTIA,Michael Martinez,Software Testing,2021-05-28,2025-05-14,9dbfc0da98040776e1db1cc57dfc303b28f394691856071d66b0aa0a167d4c6c,0.7814758677659205,1678,0.6453305139738216,0.8847081724886124,0.9217706756280775,1,7,29.983987778387796,0
TU Munich,Robert Davis,IoT Development,2023-08-08,2026-08-07,e2f7c0a5e359ae72e925c9d63e99a2f448465ea4e84d32133fa598b2d234fdc4,0.7326508430017534,876,0.662098801222792,0.9585737650587747,0.7665027511564546,1,4,12.698384155962216,0
University of Toronto,Sarah Miller,Digital Marketing,2023-06-09,2025-11-24,32658e59b5bb3450aa02c08971dc4ba3a100093d3105d09016a6c6fc0d4e95a0,0.7185380809519,936,0.9314222946876771,0.8979716562786166,0.6658471666144901,1,6,74.4610007775065,0
Udemy,Robert Jones,Project Management Professional,2024-11-29,2026-03-02,7af2a7af53cedbd1f22be4d4b107ec98bb3b2cbb6dcd54632f6b24c75e60d3a1,0.7869292803863024,397,0.8293514028335783,0.8731924776962561,0.7220509533519855,1,7,50.657981564737526,0
Microsoft,Linda Smith,AI & Deep Learning,2023-05-20,2025-10-21,cc3b68fdac2ea5da2dcd0e4f9ab7e71f753813f80506e2cd7b1f2f7119f3fe18,0.748240555649159,956,0.6390318637872024,1.0,0.9705852640516691,1,14,22.31718124074502,0
MIT,Mary Jackson,Data Science Professional,2021-09-26,2025-05-17,ed40da27066becde31803416c016d87ddacf1c8222c745ed0b3d695c0654dd3c,0.7993963886680125,1557,0.7876817934492548,0.8931538512540135,0.9170148895978468,1,7,69.29294543637259,0
edX,Elizabeth Davis,Software Testing,2025-06-30,2027-04-09,f59981fdf2a30dfce1dbb8a11a2380934be3e91a8f43a309aa4507d984c1e206,0.869737479280996,184,0.8820431863499728,0.8711116921711047,0.9945436677546884,1,9,0.055036638127136786,0
Cisco,Susan Williams,Data Science Professional,2024-11-30,2026-12-26,71b234f4ae10aaead9aa6cdc62469f16f97f23cb3f08bc74193fa10c25538ce9,0.8141413202390869,396,0.7388221190900081,0.8776543173343341,0.9811425366216399,1,5,62.064847549348514,0
IBM,William Jackson,Big Data Analytics,2025-06-04,2029-12-25,66a050c3df6dca63d401e777a025aeef13f75048a179c406afe6672b656194bd,0.9221860156057051,210,0.8322784056949263,0.9784915471444596,0.948189617725686,1,2,2.1502393249083553,0
Coursera,Susan Wang,Robotics Engineering,2022-02-12,2026-03-10,5442d9f12a16f6243a574b8d119e24192fde408d46043687bce44f227bb765cd,0.8312518825666995,1418,0.7467086631134877,0.9177226521606597,0.8873363753358976,1,8,19.596172781399332,0
TU Munich,Richard Harris,Network Engineering,2020-12-21,2024-03-29,a2790cf945170f7516dca70182b2ae903ed48733a8ba27d1fb80b7c66b25b061,0.8630285390346862,1836,0.7514320690959152,0.9188845730543784,0.8892774219151828,1,6,63.90669832873917,0
Harvard University,David Taylor,Robotics Engineering,2020-05-23,2022-06-21,2259ee4913047220bd8607f855155a59a3d494000f4471c7c7a84e86e9560513,0.31816749105686487,2048,0.6920144832420739,1.0,0.8305342253527933,1,8,29.1771075842739,0
Salesforce,Wei Ali,Digital Marketing,2025-02-02,2026-11-20,e0ee14a7df963a9d169b954cd077c9cd2aefa4c8ad78b5be4b40211d44e03c2f,0.6908858436346171,332,0.9801835595136911,0.9092606415766554,0.8334018933376913,1,2,35.38330730454324,0
Yale University,Robert Smith,Data Engineering,2023-10-20,2025-11-17,84f6c83d3c3c8f33b51b276b68b2d66cf410b17b913692fa83622152bb6621e4,0.9631950393691032,803,0.6552764397439286,0.9486503663718243,0.8785660077589299,1,8,114.86489585217127,0
MIT,Jennifer Hassan,Digital Marketing,2020-01-27,2024-07-25,a71f06a11b7e464951cd6dbc26ea86bfe279b77f04cd9751ad01b49bd0c3a41f,0.9222308991812403,2165,0.9768751315466033,,0.8074951678584162,1,6,29.170551585867965,0
TU Munich,Robert Smith,DevOps Engineering,2021-01-16,2023-07-06,915e11b0ec814aa17f5d2a022d6f601a841991f334de7baa36d2fb8709b9752a,0.6010798161372627,1810,0.8318803411882859,0.9523522832519931,0.9831414662285934,1,5,58.744429889520134,0
Johns Hopkins University,Sophie Miller,Natural Language Processing,2023-07-22,2027-10-20,9091deae3b6c9b0fceb9bef9330190c5bc6c2609e4bdc042de73d1955c157056,0.9599941772182058,893,,0.9487188064081045,0.8243674304884527,1,5,10.499613874536582,0
IIT Delhi,Fatima Thompson,Cloud Architecture,2021-06-25,2022-11-11,b150c4d3dd3e90ac86710cb1cb9f6bb0f79e861bcc55e92bb093f1ef90747bdb,0.5669846863302486,1650,0.9126979391341659,0.9066284417222039,0.5137011334181885,1,9,17.62737389739166,0
Cisco,Linda Tanaka,Business Analytics,2020-01-29,2023-08-23,90c382f76a92df642b2bfdffbfcd0d3bd4b6d697bacbf10893349abe61b2340d,0.7955610210416909,2163,0.6340923411977595,0.9389899697451495,0.9126539098267897,1,4,44.909717751098256,0
QuickCert Ltd,Joseph Mueller,DevOps Engineering,2026-06-13,2027-08-04,a1a2067a7dd4938e4d77def1593537623498c37d5c38e76adda0664f13965482,0.2011,-164,0.1686,0.5161,0.092,1,2,14.65,1
Microsoft,Elizabeth Anderson,Robotics Engineering,2025-08-27,2030-08-15,30d2b3a84c0e2b98cdc2dc67a2c7263c8e7c1a47bde043e0c90ab1bb04979755,0.8229348226968343,126,0.5324742982177767,0.9146376473823788,0.867168921124521,1,5,27.833773563585194,0
University of Toronto,Patricia Kumar,Blockchain Development,2020-02-27,2022-11-26,3f8b00623b7881e829e8d81dc95011e4b43c31ca87878ce9df2def0b01f833d9,0.8169574155655269,2134,0.8839609178181091,0.9249771217269462,0.7779381644361412,1,7,13.944432744872252,0
MIT,Mohammed Hassan,Data Science Professional,2021-06-17,2023-12-16,8e75ca578c6354d83c3bbb83fc6b220df451acde96630eddb66535be9186205d,0.9275396143841137,1658,0.831258663590909,0.9248154045822853,0.9580318154766756,1,4,26.037215751789095,0
NUS Singapore,Barbara Hassan,Data Engineering,2023-05-20,2026-02-02,0b8bcd51120a6d249381f56ebb7d7ec2f9ec83a8ea75857585936f13ec3a2c51,0.8122549810754124,956,0.8293838263376302,0.8599010781587175,0.9495327817791377,1,5,7.509115291326971,0
University of Toronto,Sarah White,Full Stack Development,2022-03-03,2024-05-26,c83d1754c8cc0a4ecf99f6213277164ba83d4e0fdf85b33dc09fedb57dc68ae7,0.8686821661183809,1399,0.9569628184991841,0.9108766405219357,0.8648674622715681,1,4,125.08158336666149,0
Columbia University,Joseph Brown,Agile Methodology,2020-04-16,2024-02-12,8349ac823cf2b8c47a989d7236c0241ecb77adf145068d9cdf6664b6741322d7,0.7527350275239778,2085,0.7087056662356774,0.8487884664556847,,0,10,5.538678191287346,0
Cambridge University,Richard Jones,Big Data Analytics,2025-01-14,2026-10-27,111993a6c117cc8f59074526298c382686ed0292f2d86a7fb6e6c363bb21da8a,0.8648047361584092,351,0.9343410483978042,0.9132800291443607,0.809192431432281,1,6,1.667872281171085,0
Johns Hopkins University,Wei Dubois,Quantum Computing Basics,2024-06-05,2025-05-29,9db079131510f0c49d86a49b8863921a6a39cb64701298a4c0da7837b83dbd30,0.281,574,0.3634,0.5626,0.4997,0,0,44.15,1
University of Toronto,Richard Thomas,Project Management Professional,2023-05-20,2026-06-03,88101c462dda97b1bf9db0588d607640228555279d253d44a25c58cd8eb94286,0.8269504603782832,956,0.795585349742551,0.8906539050585099,0.8409412298186645,1,6,28.353919860980803,0
Yale University,Christopher Ali,Machine Learning Fundamentals,2023-04-09,2025-08-14,c1f3b94a0833de57133fb1b196f3bed462596c101ae027640dd92be72658f0fb,0.8263978292167403,997,0.7917167627610671,0.9369190283669039,0.786541715902998,1,1,7.45850694428287,0
Stanford University,Yuki Anderson,Agile Methodology,2020-04-04,2024-08-30,aaf93a6c1622ce1d2b1f1bb0cebef8f2eb45ca83f0d8d073b6d58e1154dde95a,0.9937474352979255,2097,0.6644277578374721,0.9781502246212284,0.9907127080083361,1,6,24.558787339739602,0
ETH Zurich,David Harris,Cloud Architecture,2020-12-14,2022-04-05,0648a6706883091c3df82dfb39f2e1efd30ae6f853a57365254c81cdba233239,0.7952725459602152,1843,0.8266410536988912,0.9260294005792172,0.8986994846162677,1,6,3.8117340467893563,0
Oracle,Yuki Smith,Network Engineering,2020-08-12,2023-08-24,fe9961ccb3f0665a2b7ab8db4523b51e8aae0cd1ee3580c5d8074c86542d0791,0.8493024643232637,1967,0.8918651479248368,0.850588762366551,0.8108859219959225,1,7,1.2428672364608306,0
Udemy,Elizabeth Williams,Business Analytics,2025-11-27,2027-02-22,831463a0b67a7814204eb76e3b0eeea55335bf1db020b0fce81324ee15cf3085,0.7775191995951742,34,0.5312620785655893,0.8687040123801923,0.8483364359422961,1,12,17.67041547655735,0
Oracle,William Wang,Data Science Professional,2025-01-11,2029-12-04,a81ccf218f0ef091254ccc08c5bb1678a327a45d42baeeed8eb85734e111795e,0.8089173932859924,354,0.755714461975482,0.9692055159035977,0.9413490416583903,1,7,17.25093222392231,0
Cisco,James Hassan,Data Science Professional,2022-06-11,2026-11-16,dd9f362bc3ff04cfa5907d7d08f979c91e5e05b46921668a6b323c0d3ff23f01,0.2674,1299,0.297,0.6348,,0,0,0.16,1
NUS Singapore,Susan Harris,Big Data Analytics,2022-01-14,2025-07-14,81dddb751a862aa4948b444c9d2030677de45f70749b4002dbc39eb00d7eaac5,0.811082925573287,1447,0.9060315944220607,0.9046656181811612,0.8737918296064819,1,4,78.99324460940252,0
IIT Delhi,Linda Kim,Mobile App Development,2025-05-09,2030-01-24,1ca7b351d6c84972ea903f9ec926bf2d9b100dac718ac513738b2cc39c1d91e8,0.951567933881032,236,0.6541354652362521,0.8775766502893573,0.867315615243577,1,11,10.37957064543621,0
Yale University,Priya Johnson,Quantum Computing Basics,2023-07-07,2027-08-26,d3f9c494d4719451064d8e01fd871bdf3874583170b4ef3621ad16a0ee683ff5,0.8746361635238662,908,0.8206692212721647,0.8977176685149694,0.7875972975379892,1,7,21.208752929034123,0
MIT,Karen Harris,UI/UX Design,2025-12-22,2030-10-09,4a3be92f785e20da6497a131dbed02ccec8e15c624beead96774bd123dd812ce,0.8706503943328223,9,0.7196497207234914,0.8423518795815629,0.9428638323329236,1,8,47.8232948615023,0
University of Oxford,Joseph White,Digital Marketing,2020-01-08,2021-05-10,43650de46e6e88cec50d7a2af9a5c14f545f9e2117e9e8dd5829ea20efceb214,0.9072172051972995,2184,0.9217530404878999,0.9939110455576745,,1,6,40.21355034285257,0
Oracle,Karen Chen,Network Engineering,2023-08-19,2026-05-07,2cb885fff7bbbc1401d5b2017e30206aed10cc4d58146b90eccab541b5a21f33,0.9489265039018084,865,0.9362772126992867,0.8993084009974831,0.6983053554053402,1,4,0.48085097759242384,0
Cisco,Carlos Tanaka,Data Engineering,2024-02-03,2029-01-09,c835e12c9aa077f865650f39429119819fc0f99c5e6b20b576cc2cd554d6e6ab,0.5652657337249417,697,0.5906651136064954,0.8469581419287249,0.8348074063385557,1,14,1.834323379260899,0
PMI,Priya Johnson,DevOps Engineering,2021-08-02,2024-05-08,bcce4adf2e6cbb0f321be6fa049b455921d23cdd8c002e6da32559ea04db3de9,0.905723496487903,1612,0.7838152596132814,0.882022265311815,0.9723470065285027,1,7,18.774431583373385,0
edX,Sarah Rossi,Robotics Engineering,2022-07-09,2026-09-30,1a56c26ff3a3c5d3c137c3b04d133a377a651b4c61ec2d54cc4f858f3fe5c0a8,0.8958212933405237,1271,0.8555327971528078,0.9571566089929101,0.8975183973178785,1,6,2.203412992879926,0
Harvard University,Thomas Patel,Full Stack Development,2022-11-11,2025-11-08,7b95302d13e3d3c6ff2c48cb73a26429a31459dfd276384d001fadc1601ed53f,0.709444837941568,1146,0.9482961773460461,0.8256526902920587,0.9197057089104834,1,5,4.498294607609874,0
ETH Zurich,Mary Wang,Agile Methodology,2020-12-11,2022-06-23,c30a5aaf65378de1ffe13f6bdf04bde3a25d4f6ba51ffd628fe80f1fdf43bffb,0.804656346977274,1846,0.7838811936452253,0.9773555339309856,,1,9,43.48079751461573,0
TU Munich,Pierre Miller,Cloud Architecture,2021-02-13,2023-08-08,98353d25d7501e6b7c1e17b6befaadfdff041ad688323a4952c7ade0b9f2ad1e,0.934407462024782,1782,0.7442583858941041,0.8530650449211094,0.8978761566374885,1,10,5.311135584204281,0
Coursera,Jessica Brown,Cybersecurity Analyst,2025-12-05,2028-07-28,b6bfdeb92a2f287b4cd161b45614863a8439356198b9fda5268c768b7a986733,0.8507177582418312,26,0.7335285056744052,0.8873705492407443,0.8957379991606996,1,7,16.101776876246795,0
IBM,Sophie Anderson,Business Analytics,2024-12-16,2026-02-25,50fbd1d5d6446ad982a95d52b48719674abbd971a939a197f01e281036db4d15,0.6100720901088446,380,0.9003022233880249,0.9363782958408378,0.8731367439387684,1,7,0.8131265139241123,0
Oracle,Mary Kim,Robotics Engineering,2023-07-12,2025-12-15,6b23c22740f48ff02b39b6b58509181b23904facd084c84f0d1dd3e6e618f58a,0.8341411290098211,903,0.8641376860007612,0.8754205733238019,0.7061303078751411,1,6,25.427351231274944,0
Salesforce,Sophie Ali,Blockchain Development,2023-01-04,2027-05-23,5a75d32a7e697eb83dde4a4d3e5c11349c468e148a35315cc5fa6e5690e77763,0.7389612240579814,1092,0.8724318675781487,0.9826799919209123,0.8666277446998919,1,8,109.72900316249206,0
edX,Joseph Miller,Robotics Engineering,2022-09-11,2025-07-17,36c134f1a14de8d4c1777cf1b870bc8de8a94c8cea72fce43265ef4a59966e2f,0.43207829964031647,1207,0.8675828292302679,0.8483312581987493,0.9918409295880263,1,5,2.283468349680814,0
Google,Patricia Thomas,AI & Deep Learning,2025-11-11,2030-03-01,eca132b1987aac26df266e7782908f7db5b1e7ab120a111ebe1d2dcaf27795c3,0.9416192878068884,50,0.8179258360808183,0.9536659825814512,0.7885045854724615,1,6,138.00274641344174,0
MIT,Joseph Rossi,Software Testing,2024-05-28,2027-03-06,96a5b2c4e8954f9fe7ff29cfb2c13a9e804fb1efb51da9a403c778d503de19bf,0.7548009415459924,582,0.9068737423499459,0.9160161318891858,0.9676993176112566,1,7,34.21978325561753,0
Google,Pierre Anderson,Robotics Engineering,2022-09-29,2026-07-01,5b6709985a98f51ba8e6b52b3b6e6a3d1918d1a1b268df216ad3dd492e3709fb,0.7680550875825434,1189,0.9819046184624532,0.8904971663235972,0.8049203733129439,1,7,35.85867093850294,0
Cisco,Pierre Johnson,Cloud Architecture,2025-05-22,2028-01-31,40a5b28e0548f27b7726b71963dd5d69362e59bed7b171bed2066e059cf1d5e1,0.6771934720553844,223,0.8101613774384208,0.9252027741371934,0.7077730320835108,1,4,21.439852007877946,0
Stanford University,Yuki Thomas,Digital Marketing,2023-10-13,2026-09-12,a8936dffabf3524e3a1af043be96ef733ddca35d320c177bacb564a44eb5f966,0.884365224567033,810,0.6493154301504327,0.8460780499592657,0.8766053159755748,1,7,16.250815423347152,0
University of Oxford,Susan Harris,Project Management Professional,2020-09-28,2023-08-24,4f554fd463c180f32dd8c7e52125996d30b5db111f07fc2740e25fb232f9d290,0.9220383987456096,1920,0.8893414543162924,0.8623705650002028,0.8326536492837816,1,12,2.232798699618401,0
DiplomaMill Online,Michael Patel,Data Science Professional,2026-12-19,2030-09-14,b015ad5f3869aa825ef5fb87c20553360e7f48d700bf6d2fd14694d06bf7d9c8,0.2313,-353,0.4285,0.5359,0.1145,0,3,6.49,1
Stanford University,James Dubois,Full Stack Development,2022-05-05,2026-11-15,79bcaa5a98846f85a95467de2633eda13af32bf5ea38ecca395637d6fbd1bd20,0.8683674544630718,1336,0.7138343344762648,1.0,0.9694954397101171,1,5,18.97928092122698,0
edX,Richard Chen,Natural Language Processing,2021-01-03,2024-12-03,bdeb8af51b18fc080ae61e11700dd515bac0b4f851e5172205448e37b192489b,0.7631674699816332,1823,0.9534425567466425,0.8565522559614998,0.7185035498799854,1,5,15.365321820432056,0
Harvard University,Yuki Ali,Blockchain Development,2020-06-29,2022-12-29,2fde1efcd9d9621accdc052845121d1e4ab9c6b66185d643f62bfa70a7c5eb8f,0.6955185312395852,2011,0.8437437515543075,0.9958286483833548,,1,8,8.133259149506008,0
IIT Delhi,Susan Smith,Mobile App Development,2025-03-31,2027-03-17,7364dd9d2b70bda7a2d95cf55171be39fc5de73ba1271acffa8cc786aba35039,0.8782557519756183,275,0.6503887610325942,,0.9558247425169243,1,9,58.78376792871299,0
Google,Pierre Ali,Computer Vision,2025-05-03,2027-03-13,22060f9ffa88e6351cabe514a9063e08612551a95bdfd35b4881f762e1e2b28b,0.6256739980767438,242,0.8592451286347158,0.9569116243576269,0.9730136312796325,1,7,7.474202565904234,0
Google,Jennifer Thompson,DevOps Engineering,2025-12-09,2027-05-14,6987ad4ec523a54d11699deaef1f2d696768180287f024a196640bac0221eea8,0.9709828547844094,22,0.8939509229816474,0.9122373423589599,0.8856429697992434,1,5,31.906748689720416,0
CompTIA,Mary Harris,IoT Development,2024-08-20,2026-05-15,b5b08a27555acb5927dbe770f0aa959c8c28f5c306c4c961c361532f2a9c8616,0.154,498,0.4,0.6245,0.03,1,1,17.1,1
University of Toronto,Patricia Mueller,Agile Methodology,2020-06-11,2023-08-03,8a97a922ff02840a3f3b3e72369788b1585ae21dca30c784b9e4ba15a7b517f1,0.6299696448401116,2029,0.6167668274928426,0.9253218508635481,0.9391924625343604,1,5,9.513896658462812,0
Stanford University,Richard Thomas,Business Analytics,2024-08-22,2027-03-23,eff514afd6e3ab077d17600f6304e749cc5a4a83cef19e9b141b4274962732d8,0.8369565964118361,496,0.807568754826918,0.9151898556076655,0.8089860615119897,1,11,5.8697158032558265,0
Udemy,Michael Mueller,AI & Deep Learning,2022-06-13,2025-09-02,c80054801e09b90ec0f6e034a789ccfa515accb1a8645e699bd207ba0f10f8b0,0.8931117667428352,1297,0.7362244782238514,0.9684311691504217,0.8939258118166133,1,8,10.373705093667878,0
Microsoft,Jennifer Kim,Machine Learning Fundamentals,2023-03-01,2027-06-03,4468921483bed91c4dcacf6acd8c4c8c6ac513a28fb0192b35d44df6197fb3d2,0.942383816053578,1036,0.8625609772666941,0.8985600688574559,0.8841130774584974,1,9,20.60610393315512,0
CompTIA,Karen Thomas,Data Science Professional,2023-05-17,2027-12-18,45f5097732ff2f5425985a86aedc8a901f921c73729acb8f54e34b4ccf2c9a97,0.6878378705469397,959,0.9615368205701496,0.9512743671939676,0.9386532921994645,1,10,28.844272262425708,0
IIT Delhi,Fatima White,Blockchain Development,2022-03-01,2026-05-20,09464e79896543d60c28be2c703535985a70f650a041bdd2e0f8f524e1dbd9ed,0.6430827172087821,1401,0.66129039734381,0.9795140077975448,0.8460826356365305,1,4,24.7037058097363,0
AWS,Mohammed Wang,Machine Learning Fundamentals,2020-11-13,2025-11-07,78af60c7acb05c69565c8e6652edcd1e7077ccace158b5eeb64a3f5bb1249158,0.0198,1874,0.4497,0.6077,0.1206,0,0,52.25,1
PMI,Linda Thompson,Full Stack Development,2022-12-25,2025-07-01,a61aa954071561bcba6c02b8fcae911ca859206a2234268f802149b5e6a160be,0.7363862379445231,1102,0.858185653176738,0.9586832475419529,0.9453156616834635,1,7,23.411925002664688,0
MIT,Sarah Kim,Project Management Professional,2021-12-09,2024-01-19,19fcb8a60aec543ada2b067ae896b5a164cfe751daaee186adf43db4b526374f,0.48107872284176556,1483,0.9452973778543643,0.9252782647641578,0.7900880952092243,1,4,3.0841717835213585,0
Adobe,Mohammed Taylor,Business Analytics,2021-11-03,2025-12-29,235dc6e0ed69470d1ebe0256c4872167b5edfec90ffc6b00d471a22d07cadd53,0.9089071435997269,1519,0.9547596291577387,1.0,0.6471481068112747,1,3,39.740977928624815,0
IIT Delhi,Ana Johnson,Data Engineering,2025-06-23,2026-09-27,4fdf4dec999ecfe4a7c04dec8220d3d9577d1423757c322a0fbdcb38f9f77197,0.8900532705335986,191,0.6131138383576552,0.8308845203885202,0.7085104393172801,1,10,129.4603149689002,0
Salesforce,John Davis,Cloud Architecture,2025-09-05,2029-05-05,2806dcf3f5b1d7dc42159d303ace33b438737212f7b347d43001ab492952ec69,0.7132836886985569,117,0.6103657376876633,0.9062278596626093,0.9430130431546855,1,3,0.6879683420282977,0
DiplomaMill Online,Fatima Kumar,AI & Deep Learning,2023-03-14,2023-10-13,d2aa2ce4706975c07de8a30a90b6582e22ec96af8b8c898fd963fa55dae5eed4,0.3292,1023,0.4,0.6253,0.25,0,2,12.94,1
NUS Singapore,David White,Computer Vision,2024-02-07,2028-05-06,b1bd8d30a074f83e2e71ae6b3d849fede954233011fa1c0aa7bd55047037951f,0.7993130361523795,693,0.905824710471188,0.9323442875226369,0.9575399369674535,1,7,16.04067359227393,0
PMI,Karen Hassan,Network Engineering,2021-08-21,2026-01-03,166a9025462230d53ba34471aaed778e3fa16fbaec2e4844ca2344491c36fc4e,0.9642471968893945,1593,0.8564352771334316,0.9604038671797036,0.9078031542263301,1,9,7.844963167044291,0
Columbia University,John Davis,Robotics Engineering,2021-03-09,2023-03-11,4b1cf6c65e38284786745714b5090a452e870a56d59542047d5a6838e5563468,0.9071052527816039,1758,0.736325960554059,0.9715854672114473,0.8496801041983333,1,6,9.523343446261082,0
Cambridge University,Joseph Harris,Big Data Analytics,2024-08-08,2029-05-05,13e40db7e0069a2699d55132a6bfc0679beb29bbdfbc98cda3f81d380895e5bd,0.77156057030584,510,0.9417110873596688,0.8992584417887524,0.913782071324707,1,11,3.4095634327036946,0
Johns Hopkins University,James Garcia,Blockchain Development,2021-03-07,2022-12-01,fa9797149786843907342733697d1ead29181cdecf2033410dcc4b45de999a10,0.8485142019596487,1760,0.9382645436408792,0.9533161606649251,0.8679375465571663,1,3,47.70741837082285,0
AWS,Karen Hassan,UI/UX Design,2022-10-09,2027-08-07,d2300d7198a4c92939c9a9a0f93e3aec00288ce354eb10cb22dd8c0ab580c2b7,0.8034051478732704,1179,0.9896209469367125,0.9303158550449095,0.6878348524062932,1,7,35.38768141874678,0
Udemy,Richard Jones,Computer Vision,2024-12-25,2027-09-08,f6e0fcb8fb821213a59d44a44f8a91f646fb975e69bf640408b158147b3eaaaa,0.6412100300404064,371,0.9501060730000559,0.881704183379661,0.9861338204139085,1,5,1.5175137261261669,0
Cambridge University,John Jackson,Data Science Professional,2025-03-07,2028-02-04,31493e5f402918c95d78ec471d2ae98619d548bd94db424e3e24ee11d11d1ac8,0.6491026397218999,299,0.8166401857584793,0.9035804022170751,0.8126462652281481,1,5,22.931581868289946,0
Udemy,Sarah Thomas,Software Testing,2021-03-31,2023-12-27,65ba475563e8ad83e27c9d09eab2d437bcbb3ad8b1ce04e48f09e85cedba1e8b,0.8305750539703703,1736,0.9043837719698623,0.9420491690433094,0.9606465172035465,1,3,21.415017771240205,0
Microsoft,Wei Taylor,Data Engineering,2024-06-19,2026-03-03,2d38ea409582f0213c51cba50f16b5654c3751aec2b34e29cfe84a8920d6034e,0.8684335051821257,560,0.937043893368495,0.9569171330204093,0.884692699530374,1,6,19.532582083376656,0
Harvard University,Mary Kumar,Quantum Computing Basics,2024-04-12,2029-01-09,ae0e51ca8b86610215cae86d979c152cdcddabe61824362f27d87299078580bb,0.7817500151340409,628,0.5999585428916727,0.9079492643776788,0.6486202289096139,1,8,34.24806586911152,0
University of Oxford,Ana Anderson,Natural Language Processing,2021-01-17,2024-05-24,ef6f1a7299e5b90743ca74d2af0bec46f144705fb677edfc8dc4f74980d7e9f8,0.6552305137687842,1809,0.9411539774619926,0.8393812647984524,0.9447779082096364,1,5,234.60029003727652,0
IBM,David Wang,Full Stack Development,2022-04-26,2024-09-03,9213dc9ec7af6642423c79704294ad0d701786572388d56670e93945bd0e92ad,0.9658036169149227,1345,0.7923145068051052,0.9468098594978912,,1,5,12.989628482923433,0
Salesforce,Arun Mueller,Computer Vision,2023-09-11,2028-06-20,f5de61c046be8c0381823188f1e668eabaee30e2a0b7ad4434e81097f7acc38f,0.675436058825542,842,0.9909789404744134,0.9569586656224204,0.8054281034425071,1,10,38.656476727711876,0
NUS Singapore,Christopher Hassan,IoT Development,2021-08-22,2024-08-26,d8077788dee855bee9ad8725fc39a67b241fb9006afd712d3e309d034deba66d,0.7759539465821079,1592,0.8923964199458475,0.9249815556080052,0.7931654616560365,1,10,78.58303315854008,0
IBM,William Jones,Agile Methodology,2022-12-16,2025-03-17,3143077dd0ac57c7746a0cff6e9c54103cbcc1bef0a48b91cea3069d6263bdaa,0.8028885439046288,1111,,0.9679565084480093,0.828443122269701,1,5,19.843068833003635,0
Adobe,Mohammed Harris,Project Management Professional,2020-05-03,2021-06-08,a7fefa55572265447780646487e0a662dc28c4f9ed9b58ced17126503b9bd7de,0.8395448740143694,2068,0.9147639438710057,0.8789324911946035,0.7038903973566085,1,6,2.9244959119427927,0
University of Toronto,John Hassan,Mobile App Development,2025-08-19,2027-10-16,03e0ced28796f5b94e217fe9795d2ea20ac9b8e6ba94192bc270658f05abf5b9,0.7030847995706542,134,0.5616076689524662,0.8946003809065551,0.9489454174294744,1,7,12.853519748581604,0
Yale University,Sophie Mueller,UI/UX Design,2021-06-13,2025-03-21,31b528e846b68d1f2c95acffd6f5cdfaae85ecaf60c97b8118b3b17d2137345a,0.8508339521212009,1662,0.957521405889511,0.79829089798901,0.8593285911662059,1,5,0.8660878494654924,0
University of Toronto,Wei Dubois,Quantum Computing Basics,2024-05-31,2025-09-24,3d5d8796f9aec21e7693f749b45901bb807dbb7d0d7c3aa99185f6b6b5d7ecc3,0.5342873536552244,579,0.8668793497581287,0.9487576705530135,0.7536085034487022,1,5,47.107004851936225,0
Stanford University,Arun Thompson,AI & Deep Learning,2025-05-20,2029-01-11,8a925725654ae4f91c46fae6906cf47e6944e8707a09b1985f8c876885bae805,0.777382182675983,225,0.9460222529842641,1.0,0.818259188522953,1,4,71.42232015122856,0
Salesforce,Linda Anderson,Digital Marketing,2023-06-19,2025-08-21,912f4505afb6a8e4895620549fe9a5337093eb343fa63bc530e2026fc9b50f10,0.8899068046098138,926,0.9737998639667486,0.8859844126480921,0.9150192959811214,1,6,160.23118695209757,0
CompTIA,Barbara Wang,Cloud Architecture,2024-10-18,2029-06-08,b045fb27ae48cb9cf1d844c55004b5df69a5138d5afe41bbb0331139932ab587,0.547867937155733,439,0.8697620832302073,0.8451194563694373,0.9614020513807064,1,3,92.31639269409024,0
Johns Hopkins University,Mohammed Mueller,Data Engineering,2020-09-04,2024-08-31,727208b3a2cd90cf2857fbe8189c784fc4306238975960163c26248396e0333f,0.8689029791329372,1944,0.9007633157949958,0.9765445973196786,0.874807225398803,1,8,64.96777824843385,0
University of Oxford,Thomas Williams,Data Engineering,2025-06-01,2028-10-16,59aaf929eb2cba7c5b60bc1c8faf6c5665a2123d4b07880e1a318a1cc1d57315,0.8991862220647834,213,0.8604502369511932,0.9219002156210128,0.8978667327079944,1,5,35.892357225209814,0
edX,Mohammed Santos,Software Testing,2022-09-13,2024-01-06,288cdfa96e932cd4dc94e474a2fab0e558f98cfb291bee72d7dadd027a93cd09,0.9489692919061031,1205,0.8960430978833436,0.8871357494641657,0.9001724846928333,1,5,37.58241781314078,0
IIT Delhi,Elizabeth Jackson,Data Science Professional,2022-12-27,2024-06-30,b2cdb4bc6e0682a2d2c42cd63a1dcbef8711af9862e1b71c249195f7a9a86518,0.5926583679847658,1100,0.9748395399524715,0.8574197600943012,0.8392718896988263,1,6,12.992405666924792,0
NUS Singapore,Sarah Dubois,Data Engineering,2022-12-09,2027-10-25,bf815dd03f26b399d7deed74a89b6cd8cd9f00d74893a44ce5d1c0ac71155dae,0.6419364206591434,1118,0.8948693341376038,0.8407560044105256,0.6760857188942545,1,8,1.2113775250866883,0
Cisco,Robert Johnson,Business Analytics,2021-05-20,2025-05-15,0f24e7c344a643f62a7ad8164a11ce18843eae121e48bc9adb276fe1a49dc16f,0.7110776997050773,1686,0.9305326333364273,0.9195245545313017,0.8521226714186353,1,5,56.108284974618165,0
edX,Ana Kumar,Computer Vision,2020-01-07,2024-03-18,8993777355b0bd9646757ab4ad079c4e6bf557783a094bcd6e5270120dd983a0,0.7029497674526116,2185,0.8925815394522552,0.9192038295566521,0.8252199643383897,0,10,19.704095349769617,0
University of Oxford,Yuki Davis,Network Engineering,2021-08-15,2023-04-19,34b04724f2aaea950811c790cedbc313e53fa2a824fae7acb10cab9471421c26,0.7525357886103053,1599,0.8972004862420117,0.8701480734702866,0.9501698255425118,1,6,4.273524334766595,0
Oracle,Michael Johnson,Database Administration,2020-11-05,2024-03-05,f111befa34bfe7e5f336e4b3b0136c24e9b5d0f0cc363cea733be3cca2119c3b,0.8172304751589703,1882,0.7703730277357557,0.8861872803567186,0.9611383706995261,1,4,12.165623999784502,0
Google,Linda Rossi,IoT Development,2023-01-13,2027-04-24,16c298d2434a6165592d14fd4f112523bffa157f6c15edb0143aaa642161dd04,0.8401286711873552,1083,0.8364989610630358,0.9438607073501275,0.9404076149208442,1,4,1.1222336040455203,0
Salesforce,Michael Wang,Blockchain Development,2022-05-24,2023-10-26,0d88fb4f8da85e23aab9fe8b690a0c4c8900687e9e71963860e0ccfb4d016cdb,0.9328006022062514,1317,0.8242619916402123,0.924832695834372,0.9629587201026601,1,5,77.41657931225339,0
Oracle,Thomas Davis,DevOps Engineering,2024-11-09,2028-10-23,44db638d9700e3529a1fb473ef174c5b6e9ac7e505b872607d19df0f02689b93,0.7907613439274521,417,0.8410367351086458,0.9208227846405361,0.9764754572436452,1,6,1.2711351879457549,0
Udemy,Ana White,Business Analytics,2020-05-21,2022-07-24,125c963ea92c84ec662520f2bc4496304daf730c07bb5a48871a222715e7ba11,0.8420715713685771,2050,0.8971057711439011,0.7837604839095476,0.8776253468820259,1,6,104.17598855756513,0
Adobe,Susan Miller,Cloud Architecture,2022-05-19,2026-12-09,1cebf0fb59fd5b4ae7a55686f9006dbb5a47006e42626e587e0fa0fe6b9d86db,0.5569687036373785,1322,0.6866148603606047,0.9024384311587226,0.8091397116067528,1,6,25.47953152569692,0
Stanford University,Ana White,Blockchain Development,2020-03-28,2022-12-17,0ed3e5cc5121c2361684df6847b01ab26e8ba52f00c0f397eae7fc9c47a6a5f7,0.5768369081463132,2104,0.9721352359836405,0.9573440046986179,0.6175350566158978,1,2,115.8212997950591,0
Johns Hopkins University,Priya Patel,Data Engineering,2021-09-16,2023-05-30,f8d019e94d1d0c7d550a5af445fc13d76fb056382a7cf6825b2f48385edc525d,0.364695364852323,1567,0.9503960563964853,0.9338833090831868,0.9768750137630098,1,6,103.84466687662476,0
Columbia University,John Mueller,Business Analytics,2020-01-06,2021-06-20,10e71b484f32a1450265fa85ade6226b39e1b934d7b0784b363bbccbe5d1d292,0.8707172331230283,2186,0.8095463902637478,0.9135988356868824,0.9173505766435479,1,3,28.238257671068023,0
Adobe,Carlos Garcia,DevOps Engineering,2022-08-07,2026-10-12,15a3552f926bef3df4ef7b2f1725d261fc42ccac2f52b3acd225645e4c3a2ad1,0.36738074345523014,1242,0.8877622428402112,0.9931972217696867,0.925508925726352,1,8,31.007704076248185,0
CompTIA,Carlos Thomas,Business Analytics,2023-05-01,2028-03-24,2752559c5a8ba8ea5ecf857a41af7125c9eb93b7b33b78957626929b50c883b5,0.8809639994403234,975,0.845489439674564,,0.9226308930464546,0,5,0.45336346054342186,0
Johns Hopkins University,Priya Garcia,Quantum Computing Basics,2024-10-08,2027-10-21,90b807bc435347a86e3ef20fd444f713acc451361914bc5c693beb91ca9a9522,0.8435201441880715,449,0.8769685935391683,0.8330677673105451,,1,7,6.63505149341113,0
Columbia University,Thomas Davis,Blockchain Development,2020-01-17,2023-11-14,e505fe69309fad0ba70a9e70607c885eb5b50c6be61b72506038aee3529c28e6,0.7686750733702405,2175,0.7118940418806377,0.9264195862547923,0.9608073103216049,1,7,0.3497202157883053,0
University of Oxford,Jessica Hassan,Software Testing,2021-08-26,2023-06-03,c8539b7819fd4b0eaaf34165ea2aefdf7908b4226f6388fe096248d2d08e276b,0.9078363206021232,1588,0.804420650716644,0.9050900993698391,0.832640080379898,1,4,16.182652575805747,0
FakeUniversity123,Susan Jackson,Computer Vision,2020-03-31,2023-05-29,1862e70c,0.0444,2101,0.1526,0.6912,0.1993,0,0,48.09,1
Yale University,Priya Rodriguez,Full Stack Development,2020-11-01,2022-12-16,598a7c72faa2fa4248c1b66380b0864e9b9a085c0d47d821105fba28022c205d,0.8188424758371867,1886,0.6891231678744681,0.8731074546174747,0.9361614972987083,1,6,5.393992365918708,0
University of Toronto,Sarah Williams,Agile Methodology,2024-12-16,2026-12-26,ae201181a5852c35ab6b4fba1d54218171faad0734205c25fd439f93d280b9f7,0.6570949941300374,380,0.8509397692585627,0.8950738334299047,0.9584620436510135,1,4,21.012340216736753,0
TU Munich,Jennifer Kim,Data Engineering,2020-09-16,2025-04-06,3c1a553141f0d8efa356765aa57504b557b13b3a7085e5f1b661c13ab68e21ac,0.8384396679715206,1932,0.796490281767198,0.9585340394328928,0.8432665056476149,1,6,66.4458184002481,0
Google,Jennifer Miller,Robotics Engineering,2023-07-20,2024-12-04,b5c69853193b7512758bc1ac645cd2a7a1bca94849d9e38b701024211ed699e0,0.7705517089929967,895,0.9596793729729852,0.9243985313181555,0.8925121986431581,1,8,91.95734961006957,0
NUS Singapore,Richard White,Big Data Analytics,2025-03-23,2027-01-01,0ade2b33af0c77d82238b3da101909cbb899592df715a1e182cd57aca8a5afe9,0.6469755214301212,283,0.9459120384897153,0.8846014030649357,0.8152468615467146,1,4,72.06443941770559,0
edX,Patricia Thompson,Full Stack Development,2023-09-22,2025-08-20,0a02bb20d2a185bcf00d056c4e0dde7904e9bf1ab2d0f2264925fa236b2912dd,0.5087252531632434,831,,0.9114400130450407,0.7154972788416092,1,7,31.929910483000683,0
CompTIA,Ana Mueller,DevOps Engineering,2025-11-03,2028-04-21,270a85aa14e2b24962e6c209481e88ca4c8b94640e045e6d86caf7f580c4468b,0.8577825340889301,58,0.7475174727068353,0.9383959584665286,0.9766424552488189,1,9,15.866171953754913,0
Stanford University,Priya Rodriguez,Big Data Analytics,2023-05-15,2025-01-18,e82095179b45625fff0859b6d398e82865d1e82e8d85f5a06c61d0f70d0cfb2a,0.9323632597577558,961,0.8563803618518689,0.9322723682022994,0.9365880666953947,1,6,31.418994836033356,0
NUS Singapore,Robert Williams,DevOps Engineering,2025-12-09,2027-01-18,e09a9e0289ace47acc0aa5c7ca62521ef3d9f0062492cee210b6f0a7c21c6db8,0.8475226519654872,22,0.8552448356743374,0.9857754145470052,0.8424545923434923,1,6,26.512376321614365,0
University of Toronto,Mohammed Martin,Software Testing,2022-01-06,2024-08-18,74cbafd735261552c2e4752d44008e2858c0b8f08cd2d3c54d9eb974136bc018,0.8183605760121183,1455,0.9662430699601184,0.9311975545748864,0.9413890351136239,1,8,52.233737134605185,0
Salesforce,Wei Martinez,Digital Marketing,2023-05-28,2026-06-24,8852e6ef9633c1d41699b20a836e0d46563c9b9f895a98482ce4b9c0af2ea185,0.5768784912583678,948,0.7962888643612879,0.9446892099543278,0.9434929762549786,1,9,65.92720269840834,0
Microsoft,Patricia Ali,Big Data Analytics,2023-09-24,2026-12-19,183ee900eed1ea292921c50c63f8c79c9bd4f69e1e91c7aefb6f62df5cc99234,0.7562276617338154,829,0.4362388472428814,0.8722642821862098,0.9941193920478238,1,8,10.330662714143944,0
QuickCert Ltd,Michael Tanaka,Cybersecurity Analyst,2026-07-28,2028-08-15,d360ee9da4a2e68460916b9ba3195830a3cf26fa63770e173c77134b317a751b,0.2273,-209,0.3597,0.6232,0.0822,1,0,123.8,1
Yale University,William Rossi,Agile Methodology,2024-04-17,2025-07-01,4aa3bdaa4c08660e9b04e55c6602ff38cfc90e1905e14dc2108dc1bb88e86c4c,0.6978905527557534,623,0.9554409803499073,0.89568957738236,,1,5,18.75994095556459,0
University of Oxford,Mary Martin,Blockchain Development,2024-05-06,2025-12-23,af17acbf97c3d61f4afc05b1d518d88f7bb4bd269efa7b679ddadd64836dae3b,0.6701858045830932,604,0.7078756074465398,0.8427566343129966,0.963002471612349,1,6,47.46199878664684,0
PMI,Patricia Harris,Data Science Professional,2020-08-06,2025-02-22,8cac56f2dea7ff46366a67975328053eca071e8e930ea55aac42184caf17466a,0.7480219675514526,1973,0.8005420862752751,0.8807765396554516,0.9579505866546114,1,6,46.23055683468073,0
Udemy,David Rossi,Mobile App Development,2023-02-28,2025-03-10,cfccf7558c30755970e21babb8a1cbbaf521d534787520e365f4f4d2211c3ee8,0.8472760181571557,1037,0.7856392858562279,0.9345341530904712,0.9232351773595572,1,3,82.43614471154731,0
Google,Barbara Rossi,Computer Vision,2025-04-02,2030-02-10,e8f8ef73bf3bfa7f2f70a67a0f8a5ac82dde2ffd5c689ee6da9bbfaecdf25bef,0.9139969912194408,273,0.7216219724185976,0.8957093448006156,0.9256449058500089,1,4,18.534530862923166,0
University of Oxford,Arun Thompson,Data Science Professional,2020-02-08,2021-10-15,f1c7de5a63a8d48baaefd8ce1b1360efd492f8664f38e11fd1e25b01a228f63b,0.9260880457247762,2153,0.8183174294221248,0.9165154176206336,0.9181429718837189,1,4,100.78535479624986,0
Udemy,Elizabeth Anderson,Business Analytics,2025-12-09,2028-05-30,e6fb213848d164490c92f650ec2ad435100226b12a39fadfb16078c7feacfb6f,0.7517631086614652,22,0.7849095123982021,0.958555521876313,0.9662713868721802,1,6,28.145630832296316,0
ETH Zurich,Wei Taylor,Software Testing,2022-07-13,2024-11-17,7a7c18cc20f5ba1fac269bde1ebf79f706c746abb5f94ec28ee20ee53507a18c,0.8143679529015042,1267,0.789330448646454,0.907925127706461,0.8612084957868451,1,4,33.62520394047331,0
TU Munich,Linda Chen,Mobile App Development,2025-02-19,2026-07-14,b3ec66478fd920d74abf86007473295e79558451d526ce48cc4858bef6104348,0.7593321622203582,315,0.7755130232169224,0.8764619310545928,0.9109561015547966,1,6,82.77852940912157,0
TU Munich,Carlos Taylor,UI/UX Design,2026-01-24,2027-02-27,36344059394f3c88af837b344cba0277b436a7a8799115ebef974e29c5aec1cd,0.0319,-24,0.1595,0.599,0.7309,0,0,21.01,1
edX,Linda Smith,Quantum Computing Basics,2022-04-03,2026-04-15,54a1fe374c7e33ad87f0f3e05ec8b5227331f17599bae0bcdb079a1625e652fe,0.8924334583454634,1368,0.6271722555482054,0.9030705425695166,0.946013637362706,1,6,21.47464627966975,0
IIT Delhi,Sophie Smith,IoT Development,2021-12-21,2025-12-27,2d0e56942becefdd3bf74026d49c27f400715cf2a24d7265af6d5728765f117c,0.9583476927076887,1471,0.6350687710182492,0.9688825656241586,0.9267726803041554,1,6,21.426868839278967,0
AWS,Joseph Anderson,AI & Deep Learning,2024-02-09,2025-12-20,5adc3ff49222551704dfd6f356a70f115a52c064b6a3955d336471685771e6fe,0.8577819157507163,691,0.9185768837208734,0.8959029065118189,0.982917031486316,1,7,3.847868845892547,0
Oracle,David Santos,Full Stack Development,2025-05-18,2028-07-11,c28855b2f2167fa8ab42da9ff7c181c86f33108a4a11fe734909e025f7c21a4a,0.842857079780391,227,0.7226609266091952,0.8746033226572908,0.9151174589960213,1,4,9.164043437673651,0
TU Munich,Elizabeth Kumar,Cloud Architecture,2024-03-19,2027-08-14,e0f9f0f04f3aec7a8b0529e259f78a7f6c4c7e7d36000d3a115ce7a5438e0a7e,0.6862576867058809,652,0.996912973849164,1.0,0.8558243047612238,1,3,6.790847769673633,0
AWS,Mary Garcia,AI & Deep Learning,2024-07-23,2026-01-04,6bfbdc2d9a193787eb8a271b36fb94fb068d27e1958b0eb539c1f229d781876a,0.7197658965169579,526,0.9908020074793035,0.8149709506074392,0.8712634933637852,1,7,2.961427306407196,0
Salesforce,Robert Rossi,IoT Development,2025-05-24,2027-03-12,1658a20fe36fd4892b28cf0cf7f2f68b90c378a36c48649e874e72d855989d4a,0.6375784480523757,221,0.8285431013110185,0.8786945687351408,0.7961123530970282,1,6,110.07197062108338,0
CompTIA,Michael Kim,Robotics Engineering,2024-04-19,2025-04-21,e77b3d4419f15ac614ff870d7dcb9b1c1ebf59af20ec46d39c7e07439705db11,0.9210694015019804,621,0.9292358512189558,0.913398635751655,0.8353293769343566,1,12,2.685193753549571,0
Oracle,Ana Rossi,Blockchain Development,2025-03-05,2027-01-05,0fc1223dc6d24b12b80b2c196db2f1908638fad1101f123a5e9491e38e0679b8,0.9126989388077815,301,0.8553601305228659,0.9696892666821083,0.8676321797451781,1,7,37.98145852267725,0
edX,Fatima Taylor,IoT Development,2023-05-03,2025-12-30,58da3bf06690a8ebd1b1bf938c9a3fd603072c6911f137ad656fe749b4d5f9e7,0.7583360177591253,973,0.82709497322992,0.8313814672608728,0.8677612029526999,1,4,11.31935740582444,0
MIT,Mohammed Tanaka,Quantum Computing Basics,2024-06-20,2026-08-11,dfbe77c032ceb97a4bdd2bef6b90359cd51d8c27adfda8993184f537de87f114,0.9049933770297369,559,0.9744056475053109,0.9844592290627748,0.8081136993994055,1,4,25.49713620071239,0
Google,Michael Smith,AI & Deep Learning,2023-03-20,2026-10-06,a27abbc590fb687d33b5a91366089ee5f4678f3a097e465493625f39637f2f98,0.9607975696774707,1017,0.6521845465083882,0.9544360172582901,0.9028941177658705,1,4,5.234992946911043,0
CompTIA,Barbara Santos,IoT Development,2025-03-05,2029-05-13,1418008991338c1c80ed751809b7025b7e58730eef2049f8dbe9ab0ac158b577,0.962427303192305,301,0.8697966338695693,0.8324435616683461,0.9544052458897232,1,4,79.85444603872327,0
Cambridge University,Barbara Santos,Blockchain Development,2025-02-12,2029-05-01,0942f940017e46c8545a297eeadc4123502309e1d197fe887d1deee4e63c916f,0.9252322658577383,322,0.9771876968829487,0.972867913861838,0.9325371154769202,1,4,29.765931825383543,0
IBM,Carlos Mueller,Cloud Architecture,2024-04-23,2028-08-27,5b7368aaab53286792a281d2aead2c31fab2ff0b886e7d0f4a2ea6384043332a,0.7877490747627297,617,0.9986024740626035,,0.9680619380379886,1,7,38.398907816331885,0
Adobe,Wei Harris,Database Administration,2024-12-28,2029-02-01,85a45b2b36e431ba81723bf1be8d35d71234e7ac538544265d8310900c917322,0.8288358742121358,368,0.5778930358229379,0.975535761786894,0.9793366115080128,1,5,43.172712448351156,0
IIT Delhi,Mary Jackson,Data Engineering,2023-12-21,2026-03-18,3bcf03ae2813391dca069811fea2f42976ea1051deec0d9dd3349367224cd849,0.8651421419674538,741,0.8358784429028926,0.9396755819118922,0.8290606446067914,1,7,25.301292876843224,0
University of Oxford,Pierre Thompson,Big Data Analytics,2023-01-30,2027-12-07,622457ac4eea0b1dd790a1eb175536b3a6fb377255625acd04d0273ec12bcbb9,0.9611580802281448,1066,0.9277312177048382,0.9062198855120249,0.6512097138943095,1,5,71.86144258966554,0
TU Munich,Susan Anderson,Data Engineering,2024-03-16,2025-12-08,e63e7c2b52ea04fc99a1e2458d3679b9771d5826f7e5b735dba90c8d31238a59,0.8870735497035124,655,0.9677693342704142,0.9763946528337175,0.9293497662257598,1,6,1.9843324193746381,0
DiplomaMill Online,Wei Jones,Data Science Professional,2024-12-12,2027-01-05,2746c867cac8147a9346db1321172c7c8eb072b870d12e944d586a533f74d7df,0.0763,384,0.6875,0.6085,0.2861,0,2,8.35,1
Stanford University,Fatima Miller,UI/UX Design,2022-06-27,2025-06-18,34fc8d5bb71fb5aaa704d43180a698331bde276222300f147c73fad880b59297,0.9502011317237837,1283,0.8407059330737051,0.9318129095360178,0.8123348298896804,1,9,35.992907463719064,0
TU Munich,Ana Wang,Digital Marketing,2023-10-11,2024-11-05,fb8c4c3eb7c957aeaade94cbaad07ebe27061931fe7082f7893135ad62c494ff,0.8952406003880734,812,0.9612969198215291,0.8861503419069416,0.9923348187875214,1,5,19.419070503890417,0
edX,Carlos Garcia,Machine Learning Fundamentals,2022-10-03,2024-11-12,513e26644529372ab5e451b51cda211c860389861fbebf4197a59b017b70a6ea,0.8181944647229255,1185,0.9625070023265473,0.9568686567630412,0.9931365082948017,1,3,45.721384063710175,0
Coursera,Yuki Ali,Project Management Professional,2022-05-30,2027-05-19,236811bb618c6a6ae325c53608055773eaeb686fe640a19a411ff01533585927,0.6931073533033961,1311,0.8067325474426771,0.8148349927879005,0.7888959388753858,1,5,10.434628749052075,0
Udemy,Wei Martin,AI & Deep Learning,2021-05-07,2026-01-12,62cd6fcbe0421af12f951d9d9e1b291ac7c9c07d9d5beee58d53a3da841921b3,0.8537108849925668,1699,0.8961488221985985,0.9047527891808542,0.9584090440177894,1,6,2.3455134402746634,0
PMI,Richard Dubois,Agile Methodology,2025-04-04,2030-03-28,4dcbb305961e969a220d2cb14cfdf75356c6653287f85a26db9102c38c47311b,0.9552358117263479,271,0.4444328877347395,0.9235327315850795,0.7953163577825113,1,6,78.6045541519514,0
Yale University,Michael Brown,Business Analytics,2025-10-30,2029-01-07,81ff95c0bd30f9b20504adb5eb53d801fdd54f17c9e48d983edcecceeb6292d4,0.6219723022305135,62,0.9299218278292237,0.9029742687309118,0.9367514863067479,1,4,3.145023692299865,0
Udemy,Fatima Garcia,Agile Methodology,2025-01-21,2027-03-10,03ff114af5672ccb8d757ab0198dcdf6a0332221299ba77d791492e09feba9fa,0.7054427077622676,344,0.959173196332504,0.8668396955690085,0.814943018557354,1,6,11.463086924065848,0
MIT,Jennifer Brown,Quantum Computing Basics,2022-03-20,2025-10-20,de81839b51cbd5621881915b0ee5f7af04ca8488f3e42840e55d6522e8fcad74,0.8509905934937845,1382,0.9402267429415331,0.9328381184910969,0.7617548464239023,1,5,32.36434377680758,0
NUS Singapore,David Davis,Big Data Analytics,2021-12-19,2025-06-25,1dbfa4309d1e3d04355f548425be86dcc7dc55240aa17e51dd05d4fcf8df288c,0.7813707689976152,1473,0.7289498860418383,0.9942938597446233,0.8377586443573117,1,3,55.752101055203305,0
PMI,Elizabeth Smith,Software Testing,2020-04-18,2023-06-12,da87bd5c8c2bd6ff0a764c115b524cad26dd137e943c3965f20a14b8e0c27a91,0.8815515902709006,2083,0.640663621410642,0.8310721383964647,0.9323879498984151,1,5,79.0641376882006,0
TU Munich,Priya White,Full Stack Development,2023-05-28,2026-01-16,9f5b7ff627129a9eaf3ecf33fe065273627a97177525b40f150fd13c45d7d71f,0.6258786071200295,948,0.6914774194788086,0.945043282635975,0.868024011104002,1,4,27.118060343530733,0
IIT Delhi,Pierre Martin,Agile Methodology,2020-12-20,2024-08-01,b970039d7310f84bbd1f45791646ee602304c531c1b7be173d0b6f2191fc72f6,0.8701176477809845,1837,0.9550883738217543,0.8244758038952906,0.696804219501521,0,3,46.80412475466263,0
Yale University,Mary Patel,Data Engineering,2020-05-26,2022-05-28,495c99a0b7bbac5e0654b7332bdb6bc1c7324febd999b1bd680e8adadf429e83,0.8007619269814712,2045,0.8304953612283988,0.8969760564937082,0.8951022407847644,1,2,1.2673089429200886,0
Yale University,Elizabeth Anderson,Network Engineering,2023-06-28,2027-02-24,83f27b112c2766e8685c89b39bcee3f3e543955ac42eec08fb48a240dc5e27ef,0.4596018266142483,917,0.7053573645824952,0.8933954452856459,0.7857560839243427,1,3,45.70264645870964,0
PMI,Wei Santos,DevOps Engineering,2020-05-15,2022-06-01,ef9c93dfbf7c2dff6df7aee141956bc32f335e32cccf639d1fea8e6b3e81349c,0.9526252833370341,2056,0.8738889338020969,0.911558390091024,0.9411851633454472,1,7,33.899182199476314,0
ETH Zurich,Susan Santos,Computer Vision,2020-05-07,2024-10-04,a3ed6c98a9a3d79d23fb2bdc2d996fdb500c8e53031c99a2e566dda4c75eacb9,0.6223844609530413,2064,0.9801660292959089,1.0,0.8648912621591719,1,4,44.830868773120166,0
Salesforce,Mohammed Thomas,Quantum Computing Basics,2023-07-23,2024-11-06,b3c534ccbd3e4340e00f9c8b351d1e785021565e2a3c0fffa4f845a5d974d433,0.7881436705856936,892,0.8187910351654398,0.9009435748647272,0.81932090869653,1,5,42.29920384105184,0
Columbia University,Yuki Hassan,Computer Vision,2020-09-04,2021-09-06,ca7ada91badebbf7334dd3f45ed3db130f67ad2cd8cc37d61725ef83d260b30a,0.5599842654223222,1944,0.9092452089718409,0.8989206386668142,0.9570803361010336,1,3,64.37006470188498,0
Salesforce,Elizabeth Tanaka,Business Analytics,2021-10-22,2025-02-25,21d79537a14085537bafb7614568af0cffd368e18cd968d68c4e9523ebe12145,0.9534812361293298,1531,0.9765159299807162,0.9237577656687033,0.7239966124547543,1,3,21.53165394002686,0
Coursera,William Williams,Blockchain Development,2022-06-28,2024-01-01,123bc6e25c565d99989420d84a388e5ac371df7aab3cdedd60e142a3bb367068,0.8717677027224733,1282,0.9611536575665519,0.916427717145061,0.7441732872649838,1,3,26.258602074355885,0
University of Toronto,Susan Hassan,Blockchain Development,2025-12-24,2027-10-21,c41877376a33cf40dec715de90f8cbee097da5827f17715ada206fe277178744,0.6809452072609352,7,0.6140617717062675,0.9591029894503094,0.9622294578938264,1,6,9.817927762542059,0
Oracle,David Smith,Blockchain Development,2022-09-22,2026-12-17,eaafd7be4ab0bf59dee34129064af7631edd85041bd08ff70e859fec66a9f486,0.9028823083301666,1196,0.9426824424773742,0.9130145720031342,0.832347557870546,1,8,27.441521209277415,0
University of Toronto,Barbara Johnson,Digital Marketing,2024-11-01,2026-04-16,6c120544378ac02614dafaee60a4414cdcb6b39782c34e068250f39002704f11,0.729810787410061,425,0.9375429741943443,0.9715987689040045,0.9138293871855933,1,12,81.20728537401907,0
Coursera,Sarah Wang,Quantum Computing Basics,2022-03-29,2024-11-23,590695eb61fa57ee17c704a0a5b7747fdfa02d66dc0f2bede3a8aba81f01f898,0.8885823960409989,1373,0.7472134809973813,0.9365566004203788,0.9081571995343318,1,6,18.320959259644976,0
University of Oxford,Pierre Johnson,Computer Vision,2020-11-02,2025-04-19,121d6b801886862601bf88aaa00a1ab2167687b904e6aa9f42dbf621df53b06f,0.8475839572083876,1885,0.8784056754876396,0.9416171682061816,0.995205541882315,0,9,23.547909867129846,0
ETH Zurich,Carlos Rossi,Agile Methodology,2021-05-05,2023-01-14,9626ea916405ddcf6d99bd468673c24c2f7c4276ee6db7603ff1da229e0fdf50,0.937049818902473,1701,0.9482780985915222,0.9276965096549503,0.9802188641502462,1,6,13.002982468431838,0
Coursera,Barbara Ali,Mobile App Development,2020-02-29,2022-07-28,8c0783ec7acd09734ebfa0b2c86ea4e88bc57f8f815dce5c678f1dc3cbfcfca2,0.6696342536719218,2132,0.8908797158991496,0.9543276724419333,0.920396984414864,1,8,30.065185508866982,0
edX,Yuki Mueller,Mobile App Development,2024-05-22,2028-10-14,ba43f291c7dcd9916e4799f20728b03a93f1d8242cc20b1eee13a6ae71c32f05,0.8165292715374838,588,0.9809100954094078,0.9990477147451602,0.9870172745482335,1,5,7.8732664021693886,0
DiplomaMill Online,Sarah Mueller,Cybersecurity Analyst,2020-07-10,2024-01-30,165d1741dc23e9dad06c1afbd4dacd1642735b5480d6ac1bf631a03958931f07,0.3004,2000,0.1273,0.7366,0.0182,0,0,21.09,1
Oracle,Thomas Martin,Cloud Architecture,2023-05-12,2027-08-10,04fd85f275f3541bd9b730224ec0921a4da59c26b2b00f39ca79424e5b346de8,0.5133192506273463,964,0.9629849761993968,1.0,0.9096922964715803,1,3,15.623851691629074,0
Harvard University,Richard Taylor,Software Testing,2022-08-27,2023-10-08,8789860c765fd44962f5a690d62c7d346a332c9fb28e85f73d0ad1705cd5fab4,0.9289809313627823,1222,0.8749756248513453,0.9325689809098823,0.8773512960893715,1,6,72.92352185299183,0
IIT Delhi,Pierre Davis,Big Data Analytics,2021-10-27,2024-11-27,5fe7d56cc8ac5fde201e33c4d4672cef70e086ed7f023e90de04b93524cba517,0.9307145975401955,1526,0.4483328634106079,0.9449432338719622,0.44511655379123777,1,5,4.8188973685832055,0
ETH Zurich,David Mueller,Natural Language Processing,2024-10-15,2026-01-13,bd431f840c46f105c35afce4756049e6fdfc2368f9e5eee5126fff91e25f0175,0.5381146172263884,442,0.5275978957406355,0.9665569088237718,0.977043640980211,1,3,78.77626660987606,0
University of Toronto,Priya Rossi,Full Stack Development,2021-01-22,2022-09-13,932ab967e9f4757b79a9343018195220fb0b0f57923f44e4216a54632d1186bb,0.9296395780685254,1804,0.9219358735454293,0.9111659265754226,0.5825983056266504,1,5,138.17821303559148,0
MIT,Susan Kim,Quantum Computing Basics,2020-02-04,2023-05-12,540ccd6f027601c586325e81745fb9afcd91a5a2c5d7b11b58a94b513cbac252,0.7316552546947909,2157,0.9444424690843288,,0.5731828383372036,1,4,13.25537162647643,0
ETH Zurich,Jessica Kumar,Big Data Analytics,2020-01-20,2022-05-16,068d7f805779a0ba3817321678d263b631a7fe663f9f09d6889b1cccb999e505,0.7195788641491293,2172,0.8308929274763811,0.9882127779707566,0.9563288790616721,1,5,58.45958028702721,0
AWS,David Thomas,Blockchain Development,2023-05-27,2027-12-17,bfa8a1dace03fc0e4f7bd2f69875432fab27d7997dafce8bcc608e072e01f221,0.704569066884196,949,0.778124190089021,0.9018206061590786,0.9914982886769835,1,7,14.430471558758649,0
University of Toronto,Wei White,Project Management Professional,2022-06-01,2024-05-29,d0be2260cae6ad321dc043166426381d0c27209757153f9319b9a3a11cc9e416,0.6845273635258291,1309,0.682692814786173,,0.9297399118193761,1,11,27.829064205492998,0
edX,David Smith,Quantum Computing Basics,2024-10-15,2027-05-26,d2d4b8dd2bd96f846e7ed6886bd0887ea8b0da79fd7320beea1f3a20d43c9c99,0.7397326263709006,442,0.817670052061909,0.9516547380781881,0.8288271230221961,1,6,37.756022119516516,0
NUS Singapore,Barbara Davis,Quantum Computing Basics,2022-11-07,2025-04-05,3a67b26580acd74a690e9b7b081b5ad44b22d47b34006c72113825cb7b93c1c0,0.9512246418896495,1150,0.6821497778979693,0.8296399570090923,0.7791182526833969,1,4,16.659043368424292,0
Cisco,Christopher Jones,Natural Language Processing,2020-05-31,2021-03-14,3423fdcae88,0.0741,2040,0.1205,0.5973,0.0335,0,0,280.9,1
University of Toronto,Yuki Garcia,Quantum Computing Basics,2022-04-10,2024-08-28,4a5e53ef4807628d418d40c1b63da9ed9e8599b7d42dd9aab6918c2020e56022,0.9446673741988683,1361,0.7321713745953032,0.956632506790087,0.8112837763080147,1,5,34.66871682282646,0
Harvard University,John Jones,Mobile App Development,2023-04-09,2026-04-19,dbe3076347e43394ea19ebd34f8e3a597b0cfa32cb180ccc314225f56b005adf,0.8257855847104546,997,0.6618580359252998,0.8641052664970124,0.8103282915443432,1,10,0.41130695711164555,0
IIT Delhi,Jessica Martinez,Project Management Professional,2024-09-16,2029-02-21,6b62cf6a56c8b4221644f3d03b1bb0a4cd6c3b504472ef41f9b5ed1e6401a9c0,0.9132942454248524,471,0.8228648549126054,1.0,,1,4,13.444396722339478,0
Google,David Rossi,Natural Language Processing,2025-09-06,2030-02-02,bc2275e2a94d103b9138da643e3e6f8dda554e390ba6f26f9e5244301363af74,0.884420582052792,116,0.958054877982954,0.904439172737409,0.8392488696201872,1,7,0.27741187657489647,0
ETH Zurich,Ana Brown,Mobile App Development,2020-06-02,2022-01-07,16939766198a0480c0c560318956f60b4b600115c2b9a4c3311f31844dceaa56,0.8247881880824282,2038,0.8012404498314784,0.915803607405085,0.7911974580695205,1,6,13.934224456732585,0
edX,Jessica Rodriguez,Quantum Computing Basics,2023-01-09,2024-07-25,d56b0243d76ad421ef98a53d06146af434c94f1844061b46643689cc612f0425,0.7992026186873228,1087,0.8870863976179841,0.828972355916938,0.9629783638367334,1,5,93.09855984254125,0
TU Munich,Sarah Chen,Business Analytics,2023-02-14,2025-09-04,aa0cc4298759318d19c635b2b924bd9202b9f0f816faffb62e30cb41b3fc156d,0.9262978822298219,1051,0.971496991554284,0.9813648372323279,0.7986828139467822,1,4,0.6839210926997278,0
AWS,Yuki Mueller,Agile Methodology,2025-03-28,2029-10-29,a67144d660dfa9d6aecf1dbbaa848752eab699b6a345ac968ba9874dc600d607,0.9207608978907418,278,0.8937722606907532,0.8622799234220969,0.639321143300566,1,3,55.54204497537481,0
ETH Zurich,Jessica Harris,Mobile App Development,2025-05-05,2027-10-31,151b432a5b02c4ab5c9cb58eed73e6f9a491f2d7244fdf8efd2558998d2c058c,0.7241293655041411,240,0.9195685995464215,0.9537033426551604,0.9028578652421588,1,9,21.09000165206043,0
TU Munich,Jennifer Tanaka,Software Testing,2020-12-27,2025-12-15,abf43c92138cba3c985ffdbbab5ac8b403289d5ad0d6c051e737477cbfbff7ef,0.8397070012050063,1830,0.6701635623510649,0.9489272932322642,0.6469072715119853,1,5,5.922838570470064,0
IBM,Jessica Garcia,Blockchain Development,2025-04-12,2026-12-24,a63999c8b837aa6b726fc6b2799db462ee64bb4863cc95d016ef2a6415b05ce9,0.9467929021222122,263,0.9632982107620202,0.8723463847689515,0.8983063960890151,1,5,4.86778268199106,0
Stanford University,Elizabeth Brown,Data Engineering,2025-10-26,2027-05-19,dfbf53d62ba9f398ba509e738fa2dc9297399c9fd5ef8751fc9277b4a0c1fb44,0.8356832078006695,66,0.8232932297437325,0.9928090661078902,0.9320423420484738,1,12,22.515121376474138,0
Columbia University,Robert Williams,Robotics Engineering,2024-10-17,2027-11-18,16f7a116e5b0ed54f72116a6ee1472ee26fffa6a9b82eec037d83d8c65e93b96,0.7902961705653414,440,0.9399860435019823,0.9320515111592914,0.8143231230134945,1,5,17.10813272560046,0
IBM,Elizabeth Kumar,Data Engineering,2023-09-19,2028-09-02,da7cc5d5481a967d9999e9127320e7d776215395d36a99dca826a0fb55115042,0.7660336573985037,834,0.9561071276545251,0.8768279109889368,0.8967939146947965,1,5,82.75332450973437,0
University of Toronto,Fatima Jackson,Cybersecurity Analyst,2023-07-03,2026-10-23,925dd7da5f790f177a09645346e99a81be6f104134103ab39e419c124d8a86c4,0.7787329004420895,912,0.9370310239538289,0.955096393258846,0.9482870383811854,1,3,97.85853156218315,0
CompTIA,Jessica Santos,Database Administration,2020-03-03,2024-07-11,b7a01979ed490043f39ec708b1cfb8cdc234b41b02106141d5a1f255f8f8d5f3,0.8623240046680367,2129,0.8075632759785503,0.924152877937037,0.7394018270833687,1,6,23.032991887035504,0
Salesforce,Ana Kim,Quantum Computing Basics,2022-12-21,2024-12-22,2b431f0d6972baa80e3c9ef003a6a54bab0cd01ec5f3b316763154d180fc4b63,0.8355501636327137,1106,0.8851786434496933,0.9338113374254589,0.5467892633865488,1,8,43.75209621289502,0
Cambridge University,Priya Santos,UI/UX Design,2021-09-08,2023-05-30,d5294e2fb489d526ba3353941fd393fc5fe57c282afde869955739c6decb703a,0.8570626853303571,1575,0.9571282963059321,0.8887938266188272,0.9337861112348118,1,5,34.38348631060745,0
Columbia University,Sarah Williams,Digital Marketing,2025-12-20,2028-06-21,741b56331b436bbefd2106bc07614f4843b628be403f2e95aed175579c49e2f6,0.7048902165796256,11,0.883639799057299,0.9251109728784507,0.9702689841033205,1,10,29.30655896852008,0
edX,Pierre Kim,Robotics Engineering,2025-10-18,2027-05-21,8478295f5eb796d5c841a7abd7a8f2d976837330d7f371d332aed156df17050a,0.9582837899167396,74,0.9463075515194413,0.9545462646065005,0.8724508598066298,1,4,39.553983489399535,0
Cambridge University,Sarah Hassan,Database Administration,2020-10-20,2022-07-26,5f33c9ec50f26b628631bc1774b874f5bf0e05beb9c77c813fd16ff5c460c261,0.9024078476485612,1898,0.903420494369592,0.945976332204326,0.9133565942746229,1,4,6.4546524042128235,0
Stanford University,Fatima Brown,Cloud Architecture,2021-08-15,2022-09-30,1268e6245a4a0504862360fd45fe7346949b6b8c06570321ec9464996c427d10,0.9405877266321497,1599,0.49979623992282507,0.9035355257997861,0.7751898891564736,1,8,10.743980579018693,0
Stanford University,Linda Patel,IoT Development,2021-06-21,2022-11-29,202844a4b4d1a0eb07fa26effb3d924cb8bb37fc86df71eb4989273856e91953,0.9211755055928174,1654,0.9393285888051989,0.9976316803417828,0.806529072540788,1,10,11.480614777888409,0
DiplomaMill Online,Yuki Williams,Mobile App Development,2024-03-10,2025-05-23,0d1c5d08e93c608754e73021fc003d65630ee205655fa40e15550fe91f2cf33d,0.0194,661,0.2827,0.7509,0.0754,0,2,79.17,1
TU Munich,Christopher Santos,UI/UX Design,2025-08-03,2030-06-16,12363e8b3edf14bf7437a38aae0146beca820eda8427ad22a6e141cf62434152,0.974373762238717,150,0.7265314071737987,0.9203459724244295,0.9170482508547811,1,6,16.715573310587075,0
Johns Hopkins University,Mary White,Quantum Computing Basics,2023-05-20,2025-06-22,ac27fa9026d2e21b45c07bd3451a5a8832751a50ad3cd4f2ee9f214592b5c5de,0.8542371360369453,956,0.682388432515424,0.8447443499475252,0.7640780372093368,1,9,55.486044284844596,0
IBM,Arun Harris,Natural Language Processing,2020-10-19,2025-09-19,c4b49ec173d3a488c80aa1c10e5a6b08249ce6f3a591eb759bb8a9bd1f146bbe,0.9376430395449595,1899,0.8068715581732147,0.9641111526972362,0.8862141004780137,1,4,8.604029302593784,0
PMI,Mary Harris,Network Engineering,2024-03-16,2026-10-20,7bee633ccafffd8a9bf48a0764aaa527be2e70b3796a227e62ee6204f8e13992,0.882055755811291,655,0.8188540508873098,0.8451296544741892,0.44380058044167964,1,7,5.392466251648844,0
Microsoft,Christopher Rossi,Mobile App Development,2023-03-22,2025-08-27,1548ebce3c8adcd4eee2de4f34964e2a2d7317bb2936a00097babf3cc9b114bb,0.8754937068653766,1015,0.9369995627860449,0.8615286641912662,0.9331565637471951,1,4,13.918222512391674,0
University of Oxford,Jennifer Brown,Digital Marketing,2020-06-26,2025-03-20,5c491cef85657d982d7564d21635168a92d50adbcbe36f7cb93d617a22fae7a6,0.7455125622626451,2014,0.7228949976794679,0.9476457068009729,0.7579964041129665,1,5,20.355999260578933,0
ETH Zurich,Wei Ali,UI/UX Design,2021-02-01,2024-05-30,b98d2d86cde059eb24c7a1dc445f678f48bc84653f09c42a29d7f8f4262a2d1f,0.677855854147399,1794,0.8801436778144471,0.9099835829947529,0.9358896889727389,1,7,26.267489947120648,0
Coursera,Yuki Santos,Data Engineering,2023-04-04,2026-04-01,80b8127eb8e0e9ea28e2b312434fe8cbcfabd685466ae64de78978f8f7cedfda,0.7638989641439456,1002,0.6063798782616865,0.9134219910921589,0.6971721013862938,1,3,45.50329688601147,0
NUS Singapore,Jennifer Rossi,Digital Marketing,2023-01-27,2027-03-21,a8eb2b0220a8beccc2557411d05f67e1f8467e4e7817ece41627254125a164f7,0.6796108024572006,1069,0.9770787181074782,0.9628730452188621,0.8376561978075672,1,4,5.744961077288059,0
Johns Hopkins University,Sarah Williams,Full Stack Development,2025-12-02,2029-07-25,d1392bc4fd773dc40016d527dbffae8eaf88afab270e2ce13573be4af354bfc1,0.9084830113800192,29,0.9948683097912953,0.9106579825288098,0.8772190151366339,1,5,25.76871715349197,0
CompTIA,Mohammed Dubois,Computer Vision,2021-04-25,2024-03-24,a1909abc2817b76a64e548d158107ee07b6ff4d02f6950db583677321d3c2a18,0.7469365393789992,1711,0.7378864613842434,0.8713879310889856,0.8312479825014752,1,6,8.138729184727701,0
FakeUniversity123,Linda White,Network Engineering,2025-11-10,2030-08-24,9e369d3ec381bddfe26d908911e637b1580ad934fb9d1eb4e6bac119e043766c,0.0135,51,0.446,0.6869,0.2195,0,1,53.89,1
NUS Singapore,Robert Wang,Cloud Architecture,2022-08-03,2024-03-15,86c530dfa0187681bd33e5b78b287dbdab2fe6fabaf0db4a5fd765835ac483ab,0.907121199914925,1246,0.903520994761129,0.9738888578853514,0.8612436495487578,1,10,37.43243742948686,0
ETH Zurich,Arun Smith,DevOps Engineering,2021-06-06,2022-11-24,1cf0ee22171cd8ed7b0041dd34ad56fa1560c356ed3c57df580334e9abad7e18,0.9429477344864721,1669,0.9653717619430962,0.8988577092235146,0.9560549281943825,1,5,17.02348706937191,0
TU Munich,Mary Thomas,Blockchain Development,2023-12-13,2028-06-15,4b0dfc416ff422ad424b1420897685324570e2e443c15bbe587ef743ae58e9a2,0.7308063758944832,749,0.731269821737572,0.9403051455628144,0.8968379878438645,0,6,63.0020301172516,0
Columbia University,Pierre Johnson,Cybersecurity Analyst,2024-05-15,2029-02-08,7904420b97eacd4c5ac9458dfaeca118aa11d5c73e4d9f30661ff9629d4618c6,0.6471390801262122,595,0.5803338368080535,0.8938722615135901,0.7328890369139919,1,6,35.72272979435441,0
CompTIA,Karen Martinez,IoT Development,2020-06-16,2022-06-28,7752a016b14e1197db80e167c39c34951d200cfa8f4056c94ab5877615405dad,0.8487710672996175,2024,0.7633313741066019,0.9951219484589262,0.9382650854965843,1,5,47.96979799857837,0
Microsoft,Sophie Jackson,IoT Development,2021-11-06,2023-08-10,6dd93888ab76a64f9c1a95b54bd8af732576f7a1f5548ebcbd6bbabbe3756c28,0.6760358494823301,1516,0.8982228051691774,0.9715821450083421,0.9080385100349161,1,7,4.687956093540989,0
Microsoft,Michael Kim,Network Engineering,2023-10-10,2027-04-15,74590573b3826781dd11a0ebc6d8534862b2f03ecdd6420fb10b4d79ac6bb94b,0.8948027010572246,813,0.8979697673461892,0.8389317862542726,0.9109131629776169,1,7,53.7891141709474,0
CompTIA,Mohammed Tanaka,Natural Language Processing,2025-06-04,2029-06-08,a8e9b995d15e4ec21f4b007bd8fdc42f27fcf9f054b55bf1cf15c54329e7e72d,0.7555251015493197,210,0.8367253702501029,0.9062394705151507,0.9572344980845493,1,6,27.977900401483208,0
TU Munich,Linda White,Database Administration,2024-01-18,2028-06-08,f6c3321c934f8ab26920dbf584c25ba06cefbc59faffa0f0cc233f40363243db,0.8555660130914645,713,0.9564183525995981,0.9163359264343522,0.8513365721990352,1,5,23.905297658571,0
Adobe,Carlos Jackson,Software Testing,2023-08-31,2028-02-10,3593255b5d6fb53a96e96477808a521e20d7ba914a22400c7bc2b2e871478bba,0.9861766966025245,853,0.8818456759350036,0.9726841639410658,0.9718361786175463,1,4,47.18690320042649,0
DiplomaMill Online,Mohammed Kim,IoT Development,2025-01-31,2029-03-25,d48d216e,0.2721,334,0.4,0.474,0.1722,0,0,3.46,1
CompTIA,Priya Johnson,Blockchain Development,2020-04-27,2022-11-03,ec54bea908c8f1b89b80d5c14c820b14937d69916b0d65ff6a26c1a8d62afbf4,0.8279910982423972,2074,0.9086108953006666,0.896089106553045,0.7908878469052053,1,3,19.80341115914738,0
IIT Delhi,Wei Hassan,Cybersecurity Analyst,2024-10-04,2026-09-10,01d53f17daa299c4c2737259299d3701e0e08cc3a002adb240c84182ac22a9eb,0.8497408994831858,453,0.7452831111479662,0.8766579224318588,0.8315429435059588,0,7,5.905996930033035,0
Cambridge University,Christopher Jackson,Computer Vision,2023-10-09,2027-06-14,12601541459084bde769cf038c2b93c6ab653a9c08be99ac517e7b33b70b7318,0.725508636200305,814,0.9905106996627088,0.8386790322965818,0.91045605549335,1,6,1.897895910974596,0
TU Munich,Carlos Taylor,Mobile App Development,2021-07-18,2026-05-13,837ed3711df138774980471fa89935b54fb25d30b636e50a69aaa2528bb5cbbc,0.5531610897963287,1627,0.6618250952893513,0.9447187118784072,0.997334558863279,1,2,8.535324442825665,0
University of Toronto,Sophie Rodriguez,Digital Marketing,2024-01-16,2028-06-13,19d308a847208963c0d1e60f80f94c4202ed7790783456d0b5435e598f06aba2,0.8822310419860722,715,0.9360432841702613,0.8866772760516901,0.9360993391268911,1,6,46.529809116222594,0
Harvard University,Karen Jackson,Natural Language Processing,2022-02-01,2026-03-24,33d0e1655bed9011e289d3c0967505344ab556e555e76586612cedb35cacf873,0.9336562578081176,1429,0.9296599735313306,0.8867799787343819,0.6935544205657052,1,6,2.5404714451720642,0
CompTIA,Wei Kumar,Robotics Engineering,2025-12-20,2027-12-05,3a7c7ba383b026744a09e2b089abb24377823e5e5909ffb1593b5bc92a90710c,0.9583966568933108,11,0.781578501119708,0.9564676339872318,0.920357067202439,1,8,16.6309645480916,0
Adobe,Jennifer White,Cybersecurity Analyst,2022-07-15,2023-07-30,f51cd46705aab7d2e813addae6d76b33723b59214e216fc8292aaf78dcbf4f99,0.8550613022845873,1265,0.7434248323270293,0.9399541076797752,0.783623462348301,1,5,60.938637562708486,0
Adobe,Elizabeth White,Blockchain Development,2023-01-07,2026-12-27,47aa573003b81dd36b9a820015d670ff340480b130ecb87b1b8d1bd6570fe912,0.8211485580024127,1089,0.7176875443175603,0.9090214903828865,0.7380157553929547,1,8,59.18534485903464,0
Oracle,Thomas Anderson,Mobile App Development,2021-06-11,2025-06-27,26682c3576357d427375e73eb6a5bfa9fad762c85ab201dcda70fbf80a724273,0.5222538352416399,1664,0.9087192863517107,0.8832446632797402,0.8695873601613631,1,12,2.4376708244044014,0
Cisco,Robert Hassan,Machine Learning Fundamentals,2025-07-21,2027-08-24,9d71a00f0ff72cc09e64b58f578191aadc7a3c84e120d4aa4b2ee2b5a23a4a14,0.6313609710192282,163,0.8117146070399557,0.9063644364277288,0.869185235702051,1,3,17.038605130128712,0
Cambridge University,Yuki Harris,Business Analytics,2020-05-23,2023-05-21,b22d22a2e025758ed4affde93ad2b85c24281c4bf5d69df5b8864346bb6b50cf,0.7601923126060265,2048,0.8962042583528638,0.926298700029722,0.7697680670154938,1,3,32.17687889910795,0
AWS,Mary Santos,Data Engineering,2020-07-20,2021-09-16,0875a05d3af599a90cd526bc48efc7037bf868b596f93cb9989e96851e3fd16b,0.7789424469982904,1990,0.7490709818664736,0.8841688477054652,0.9103212548285085,1,7,20.783511781153955,0
Yale University,John Santos,Robotics Engineering,2025-07-14,2027-05-22,d717e9e7e1e284bd45ccde703ed26937912765e934dd032651f79a775ca07439,0.8421915895741932,170,0.8973654716165251,0.9584345975309587,0.9032386600418467,1,8,2.74804670871032,0
TU Munich,Yuki Wang,UI/UX Design,2023-06-08,2028-05-08,e193bc1fd05cb94034d7a9c8ad63a62b975e077d74543a2da2ae457b4e861a13,0.5739779891807448,937,0.6479343823835442,0.8708619054618547,0.9783399304199759,1,5,2.399503751678681,0
PMI,Mohammed Hassan,Digital Marketing,2023-03-16,2026-08-16,7486ff9d4cfccf326982c6e328412836830704def055ae65f0a899b5c06a935b,0.7847802946613401,1021,0.908752110396761,0.94022498023544,0.8324490531960861,0,6,31.119654470097846,0
InstaDegree Corp,David Thompson,Project Management Professional,2024-06-26,2027-08-10,d9271c42,0.4031,553,0.4553,0.8025,0.288,0,4,24.43,1
Cambridge University,Karen Martin,Machine Learning Fundamentals,2020-04-17,2021-06-15,8f4ea019efaea7d7882c000137879c503479010359a28b0dfd689c4c90e28751,0.9324303729511813,2084,0.8950827968377699,0.8856132511989049,0.8368487316798082,1,4,25.47756919489898,0
Oracle,Karen Chen,Network Engineering,2022-07-13,2027-05-29,37501d77962aa70a096bff5293f5ed8b01492ce48f66cdb940b3c84eef93621d,0.9367494502918228,1267,0.8890741422521028,0.9874565928144345,0.8096014257539406,1,5,3.9581442318328817,0
TU Munich,Richard Jackson,Network Engineering,2020-10-07,2025-09-11,ed661e9d333c5fd088993c8014d2acc3d55931f76b6a6946a9daf2d717b2422e,0.8136990485362611,1911,0.7771579050069479,0.8728886105745254,0.6999232952669424,1,7,47.244886349726784,0
IIT Delhi,Priya Miller,Data Science Professional,2023-02-05,2027-12-14,f383da2fd92e1bb19a4dc248f6392a78dda0f911608503a8e5998fea32096fdf,0.8047534567295338,1060,0.85085198837662,0.9073727975238629,0.6513010383177411,1,6,43.921319808096975,0
Johns Hopkins University,Jessica Smith,Business Analytics,2021-03-24,2022-08-06,4aea0c417050bee8db2c14b74e9d10cec97c28dff1147633390a938e8d5bd9f5,0.9281051437073851,1743,0.7901470500039165,0.9123124035893152,0.9835714678751243,1,5,69.09616871708043,0
MIT,John Johnson,IoT Development,2023-10-24,2026-05-05,526b0fdfec11b846432d3f3eb8af85836a45ff10022b86b7a4859215b8b7322d,0.9745316761101761,799,0.7831139020034436,0.9414582077624105,0.8816236692078245,1,3,27.7467190280772,0
Salesforce,Sarah Chen,Digital Marketing,2020-07-03,2022-02-17,6cbe679d35fe95c13ad72bc39fb3eec217e98d4dd0c0fa8801ba8422f0a917a0,0.914807399132908,2007,0.95481615190341,,0.9575670437418121,1,6,3.0675872171310266,0
Microsoft,Christopher Wang,Quantum Computing Basics,2020-07-18,2025-02-03,5ac6154d7323e8e54106e420dca07e8ed665bed783b09290476a834fbcdb3c2a,0.8909873851718438,1992,0.7964624354915523,0.9275838978209626,0.8712771265242856,1,9,21.365579135580603,0
PMI,Christopher Mueller,AI & Deep Learning,2020-02-27,2024-12-27,9043121df9cc9764e19c1c38b96a5955f27fccac98ba0ae2b0509e74515e1ef3,0.8392105275918419,2134,0.9646690381126409,0.924070640747644,0.9113706508155751,1,4,0.2635043848220283,0
University of Toronto,Linda Garcia,Data Engineering,2025-04-15,2029-11-29,c4ca67e0ed02a9e2cc3b6b3028812bac370013b9a3ee300b56c98e6897c740e1,0.8382496304770345,260,0.896346035597656,0.9811058478765872,0.7719053801677667,1,6,0.5767021504802289,0
IBM,William Kumar,Agile Methodology,2022-02-28,2024-03-21,b9c657e49373fb0a2fb023136c2a3fae452d18d2d070968cba7565acf152a697,0.9012358110635883,1402,0.9710890120734305,0.9611646920175015,0.8755630155724538,1,5,39.73014773761091,0
edX,James Martinez,Full Stack Development,2024-07-29,2028-06-04,4723e2b770beb963d4a90d8cad233a19ffe1fcc3376e715a08cf17cccaa038a6,0.678630537825954,520,0.8428950578591423,0.8734614387692592,0.8987838376514675,0,7,20.090821622160075,0
AWS,Elizabeth Kim,Computer Vision,2023-04-08,2024-10-13,240b59ade8dbc72bdae1130169889c9df3ce57188ee708f2947f9342f406d018,0.5099823633995717,998,0.9415949633286896,0.9093412929714122,0.8834496589659576,1,6,37.31699424250262,0
Columbia University,Sophie Chen,Cloud Architecture,2020-04-13,2022-08-24,7a0b6003b28fe1df80222fab621e59d566aff97ae922a807147ea8bd04bab586,0.8924026827595247,2088,0.5665083740847312,0.8470200035011676,0.8918420926454119,1,6,22.45396059231465,0
Google,Susan Tanaka,Big Data Analytics,2020-08-01,2022-11-23,b29a4a642155158064bdc094ed97ae96207af5ec81b9f0c294de350d0608f001,0.7796587836278807,1978,0.8674465265697494,0.9170030109018621,0.8383603759163045,1,4,3.7026931406843717,0
Adobe,Christopher Martinez,Project Management Professional,2020-04-19,2021-11-23,3601f89d4ca75141f83390990370d5b1edfab766c946b5412f3f5a413c014d9a,0.70868189906855,2082,0.7972041984711608,,0.9398620341456512,1,4,69.62495799201741,0
Oracle,Fatima Kumar,Natural Language Processing,2025-01-14,2029-05-14,2872f636416b1fd8204a709192589c6ee7b1493c1922f8861ab724121137e1dd,0.8008397731108008,351,0.7582869894546131,1.0,0.9527605456553354,1,4,64.35242588843059,0
Stanford University,Mary Martin,Mobile App Development,2022-06-28,2026-05-14,b3e14dbb18c028dba1cb21b1c6592ea42a5865d1d09802da8d56d345f778ebf6,0.6970473576681165,1282,0.9570953404044125,0.8822160281880616,0.913268499039545,1,10,1.3629163205873782,0
Microsoft,Joseph Thompson,Database Administration,2021-08-01,2026-05-02,258c2b599533d1d248c6537946b346d07cea67a8ca76c8d3f9d74da8322001bd,0.6007889455923779,1613,0.8540430915636607,0.9548396655474651,0.9379666695287543,1,9,13.693964892013035,0
ETH Zurich,Richard Dubois,Database Administration,2023-12-10,2025-10-23,e9ca46876635e667ec256a0af5ac0a672d1925b18d6382af6ce677e00788584a,0.6390028446616671,752,0.9814436528006814,0.8274746540863698,0.9448407098694628,1,2,42.771611359627386,0
Adobe,Fatima Patel,Cloud Architecture,2022-04-18,2024-06-20,eb43e0a5a5f7f194dc7ffc07bfc73731ef605087d020f22802e3b5f986286684,0.646101449866285,1353,0.9670154916536914,1.0,0.9555577393187845,1,8,40.43939363726542,0
ETH Zurich,Jessica Chen,Software Testing,2022-09-20,2024-11-12,88a6d577093750cae626cc3e6237f9794578609648a54815c5ff89c893a8a483,0.9178761567945468,1198,0.8561207575637602,0.9847911484115528,0.9014400537108084,1,5,68.21457224503614,0
Microsoft,Barbara Chen,Data Science Professional,2022-10-26,2027-06-30,73e349f1f11a28b93b0340b3e00ccaa2ddb279491179bbc03bc450b737f065ff,0.7512729211011333,1162,0.6818206594725076,0.9817543737184512,0.875065984495015,1,5,21.43045250729291,0
Salesforce,Pierre White,Quantum Computing Basics,2022-05-01,2023-10-30,052273615123c009e49e4a7abf4b52cdab72774b99c1f5e41e4b24e18a8678d2,0.6414010212550786,1340,0.8891050729528692,0.906243187728985,0.9438735925577175,1,8,1.763952552794755,0
Salesforce,Pierre Rossi,Cybersecurity Analyst,2024-08-13,2029-03-25,8e0a393a3fd14289a47fb7c7ac7c5c28e00f9a5b8e33ef30b0eb430461e7f431,0.9035615292712038,505,0.9859473890515096,0.9093811426989197,0.5532912870065785,0,7,8.371211829835625,0
Salesforce,Priya Martin,Project Management Professional,2025-09-20,2027-09-02,2ff0e0e36931024636d81ed2588ee1e2ab2f1acd65b33fb68b68f1d84e71ff59,0.642491431634209,102,0.9579964094863689,0.9408034215577136,0.8426733598037788,1,4,85.49001765559846,0
Oracle,Christopher Chen,DevOps Engineering,2023-05-29,2027-10-25,0ab21662069f346ac217fa1cde4525672babc7f9aa592886d0aca994a5a820a1,0.7686276769507292,947,0.9595857757234378,0.9674102032583294,0.966303119387134,1,6,16.700062221897014,0
Microsoft,Christopher Miller,IoT Development,2022-10-07,2025-06-08,8618f01bbb7aade8bd72b6d8740490dc65afa8d00906b8a44e4d6edfdc474287,0.8975872579473595,1181,0.9122982192222601,0.9551022480083531,,1,7,41.46292217349901,0
IIT Delhi,Mohammed Johnson,Quantum Computing Basics,2023-05-12,2025-09-08,f083b45fac09f9ddea00652db52cc05f0b750cbf7ac2cd49ab20f2750a498281,0.7894502221344422,964,0.8478537298546356,0.8418616994811308,0.9237963519055411,1,7,100.9494880736565,0
Salesforce,Barbara Rossi,Software Testing,2023-08-09,2026-01-20,8082e81ef362a2d23d3e44fe2c731a43ccff35d14d936ae2473fc41e99be2dbf,0.9276559959965239,875,0.6939278753775855,0.9498811572203523,,1,4,0.1755084769763411,0
NUS Singapore,Priya Garcia,Project Management Professional,2021-07-25,2024-07-06,ed081cf0c5ef2fd72c401a811964670909b6032f08a7bd295f13a2cd45032824,0.8742892465970089,1620,0.9518876650335001,0.9026319729152791,0.9904440349367775,1,6,33.68248192613759,0
Google,Jennifer Taylor,AI & Deep Learning,2024-01-22,2025-07-03,8f5d758471216edbf4163de52819f55297cbde2812d2e49776663f33fd41a1d6,0.8182655489870357,709,0.7894410406818887,0.8441475700021892,0.8962879712171281,1,7,18.204717567561662,0
Columbia University,Mohammed Tanaka,Project Management Professional,2022-11-06,2025-02-17,838f8e8a2bd754bb462aeeda2f361874a5d15d1789324185703ea4ec6a501040,0.8984110942537111,1151,0.9771026769553756,0.9260901327699531,0.823132362600721,1,6,1.5892049980404632,0
Johns Hopkins University,Barbara Rossi,UI/UX Design,2021-03-19,2025-04-02,58dfb40ab48da8982ae07b854eb91e409567c517da4df815d6f42082639856ee,0.7404274257691776,1748,0.6265644261257527,0.8985966229465457,0.7970668910219534,1,6,17.050432599423104,0
QuickCert Ltd,Linda Martinez,Computer Vision,2020-01-17,2024-05-30,98de23e5c04e8fa3ff4194d29085a51fc0a953c07819f7aad61c8c2e70c147db,0.1247,2175,0.4627,0.5456,0.2436,0,0,109.61,1
Yale University,Ana Thomas,Data Science Professional,2022-12-18,2024-04-23,91ad81240192c5639f07b4566eb2975b4bd1d15e328de238f7339bbf28f794cf,0.9288192323838274,1109,0.8901809064542024,0.8848868871096179,0.866158078206886,1,9,3.894374129315847,0
Cisco,Barbara White,Robotics Engineering,2020-06-29,2021-11-30,eb392d929e9f8ed52abdd561514bfa0f8d16cdaa3858eda75584578bff789c2a,0.8526358634020459,2011,0.9024425300008773,0.9670828343491642,0.7674168275400142,1,3,20.04266653250029,0
ETH Zurich,Thomas Hassan,Blockchain Development,2021-07-15,2024-09-27,2d9c6c08f1100e9f489b038eddcd2ef431435ce527bedfd826eef36f2940c39f,0.9341383221444272,1630,0.7950947453456684,0.9525704931051397,0.9231381067766778,1,7,11.203783451531855,0
IBM,Mary Thompson,Network Engineering,2023-11-20,2027-02-24,1788fb23798cd55b199134463de31f95b27a4e40b7cfc7cce0a83dd74eef6303,0.8729448660646119,772,0.661272908920429,0.9138367052356495,0.7723825454222424,1,6,8.593558168154237,0
University of Toronto,Michael Wang,UI/UX Design,2020-08-14,2024-05-16,9df9f39a9b54b2ebbeb092acc63eb25be1ef414d639331e707c4147866507ea6,0.8394719592293296,1965,0.8789110898127831,0.9802637112565198,0.8494239773946087,1,7,24.996637140289245,0
University of Toronto,Mohammed Davis,DevOps Engineering,2021-01-14,2024-11-10,f2b4e93b49d57d7f1a39108399d9115c98b007f0719d9dedad9b7e7f23f8eb0e,0.8336255932218002,1812,0.9180186808638673,0.962417919896081,0.6843351041459209,1,6,11.879010082701292,0
Google,Yuki Kumar,IoT Development,2023-09-05,2024-12-04,adf9d2f318cdbb19c410a4a19bc95e642aa73fe4ee4c2f27259f590878a29741,0.8162068568905175,848,0.5953334377799379,0.8930912262783978,0.9782529729793099,1,5,4.587235000081465,0
Cambridge University,Priya Santos,Big Data Analytics,2022-01-18,2024-06-24,923e5d159a89096b44869b0edbc4ee8120ad1fdfcf7dfabbba907f71d942eb50,0.9117222478613505,1443,,0.8159276173968184,0.8541592269818509,1,6,10.764593381540356,0
Oracle,Robert Brown,Software Testing,2024-11-23,2028-09-08,ab860dd6514ae5d89499761a5e8bcd8f419bf89bc6742c96b39746d1b8562166,0.8921279948065199,403,0.7034411154807619,0.9659548499935673,0.7972582188427713,1,5,0.4610669257508424,0
TU Munich,Pierre Jones,Full Stack Development,2021-07-17,2024-07-21,eeb39c7abe3f3ba1a3a755edec25724f6482d9674d6d7dff873fd9e8cd763341,0.8824733273278781,1628,0.9935357911077868,0.966234573144417,0.588283269296974,1,5,32.24153106825695,0
Cambridge University,James Santos,Agile Methodology,2023-07-02,2027-06-28,6fbc4c834e6109d7ff4f4b3b356dc9bed9ae9010fca8a9c6b8275e1e845676b4,0.9315339073736985,913,0.698595177454765,0.8893450764943693,0.8892793239176716,1,4,12.258174404455444,0
Salesforce,Yuki Patel,Network Engineering,2020-08-11,2021-11-05,2764e1757c10f49a557458e0d3bdc4d405331f4b5e2db2e78166439536a54456,0.9025678169380923,1968,0.6408800101461929,0.9329576944276122,0.9269069658927912,1,2,24.313361907681642,0
Cambridge University,Linda Garcia,Network Engineering,2023-06-22,2026-03-09,a8d97367e2b1acaa9bd2a6ffd7176de0347fd070f566d2d3cecb1f4674f615c8,0.8620824508285703,923,0.696632736147022,1.0,0.9405538094822185,1,6,65.373126239062,0
Cisco,Fatima Jackson,Network Engineering,2020-09-23,2024-01-10,d65950e17f684480fc406fdbb0fac4986a376b40ec437747018dae5902f1bf70,0.7281345390394263,1925,0.9202278485947815,0.8522518511000802,0.980620012521533,1,4,12.8073859932637,0
IBM,Christopher Thomas,Computer Vision,2021-10-31,2024-05-16,6f17db929b09b7cee233335c92841ac3a2fc0b0cec6506dffbe420d828dd9beb,0.7647877662461487,1522,0.7646170045377578,0.9595349110633602,0.8693982172968476,1,8,13.798464258691341,0
edX,Arun Kim,DevOps Engineering,2021-07-12,2022-10-05,ea859f45816f6f44908f0d271fc38ed83a1734cbdce47ab8f6de793c028ad08f,0.4688682604749654,1633,0.6979382558389049,0.916076845008851,0.7669528023020366,0,10,110.3357290264624,0
Yale University,James Smith,Digital Marketing,2021-09-14,2023-07-15,886d5e8a5eaf65bf31e1ecc6d86e496131fa500099365116962ed7efa2da05ee,0.7303813153459872,1569,,0.9060720610564544,0.6796729122978244,1,3,8.53735814869399,0
edX,Yuki Dubois,Computer Vision,2022-07-19,2025-07-12,56de12da01399ff65681a9e09872ae771794a9fee562f378052c1fcd6e89b4fb,0.6778223391524671,1261,0.7473116918689323,0.8374892505526201,0.9905384444750774,1,9,13.956976993019094,0
CertForge Academy,Sophie Thompson,Digital Marketing,2024-03-25,2025-10-30,65cecf739f005161e7ec2bcfa29aacba8ad166ab0f65bkcc3060f77857a3d68e,0.1416,646,0.0719,0.5931,0.1737,0,0,92.14,1
Udemy,Pierre Thomas,Mobile App Development,2023-04-27,2025-03-11,b045bbc97e1b4cf4cec1257e7bc2f5d8533a737619f128d4bcc9e432afbc5881,0.8171196788067043,979,0.8587127012227387,0.8849645584340923,0.993102186554567,1,7,50.06269230692568,0
Oracle,Richard Santos,UI/UX Design,2024-06-17,2025-09-24,4162a7f911043bcbaa083b1ccc8108a715f8b4d5bd676e97cfa068b7398b7bc3,0.8105039544843504,562,0.9858769904050904,0.9277067086875327,0.9726354164623012,1,4,15.739095727967038,0
Udemy,Jessica Jones,Natural Language Processing,2025-09-11,2028-08-06,07e00e440c511a844458a52d814fd0e980cfa15da12eaf92a43a2f6fa7cc4027,0.8283394262683496,111,0.5577652106171268,0.8963751819532716,0.8942346757074385,1,6,3.9778322603740888,0
TU Munich,Arun Davis,Database Administration,2023-03-11,2027-10-26,23a1b141410fd46dd2a34c091e44e09c25e13bf2a0658998782ade7c42008547,0.6916783438392379,1026,0.7804691672445562,0.9666233631684963,0.7809024748271505,1,7,8.63280391821872,0
MIT,Joseph Kumar,Digital Marketing,2024-05-18,2029-01-06,915439cc0fed40e3496d95a4948cf522b041251147dfe04ba765f7b1aff25779,0.8643254398704161,592,0.7337801947489746,1.0,0.8408308519023069,1,7,0.129149960032319,0
IIT Delhi,Priya Kumar,UI/UX Design,2022-10-31,2027-01-15,93e64edbd8535550d3dce6025b17f6ab03aa79930bb4c4262f28259ed710645c,0.8391388606010113,1157,0.5703504739794726,0.8613006547700552,0.9079317177107166,1,5,15.91214722512993,0
ETH Zurich,Sophie Thomas,UI/UX Design,2021-04-18,2023-03-03,b1aa93fffed1bb1242ef57e6e54c79e4d1e872dd2d34d7a3bb2816fd6360c7b7,0.5631280149025264,1718,0.9188862766307991,0.8811861411224015,,1,5,16.719566633887695,0
University of Toronto,Sarah Taylor,AI & Deep Learning,2025-07-11,2030-07-02,4d6f96603c694208e2e42fb801893c7e1749c9dff114a4aa668df4d77e6b0179,0.8967259691727926,173,0.9728118737841819,0.905620754796276,0.9283334226553096,1,7,19.540385785021456,0
Udemy,Fatima Thomas,Full Stack Development,2023-12-13,2028-04-16,71282cefaf18d69b2faf983bc2cac7f00089893fc559b6197cdca570b46708e1,0.7893305616374207,749,0.800995215075285,0.8466656350845637,0.8046417205569377,0,6,11.179160964791993,0
Adobe,William Tanaka,Cloud Architecture,2024-01-28,2026-11-08,ab6dc59a29501ffdf80d4a3ee729c899f31a3b38ce1dc1ebe876e1d6d11eb05c,0.8030591751069212,703,0.9902237747653849,0.878705269850317,0.903505822348446,1,3,14.82582986958822,0
AWS,Joseph Jones,AI & Deep Learning,2024-04-15,2028-04-10,db6b664082cae23421235cfb2ef545c531215219c50b6495d9988ea803a5f7d8,0.7671567618193125,625,0.9690351849151069,0.9487616353329479,0.9981401053439981,1,5,52.223236323084166,0
Yale University,Arun Martin,Project Management Professional,2021-05-05,2025-07-25,1ad84b7efa0e4ae46f20931a70d2d1561070644202962288b6f5b5de65b7034a,0.9140305617009402,1701,0.7881470028115809,0.9523912603707245,0.9568415384516837,1,3,3.2460185995612547,0
edX,Carlos Miller,IoT Development,2025-07-24,2027-05-22,c9121021d8bd4b9d22c1333eb3e2215d0f2ebc858a0d174369442e2c1d309b25,0.8557417559528739,160,0.6799776829459928,0.991145239142652,0.7129352975235217,1,6,32.11316414351299,0
Cambridge University,Elizabeth Chen,Cybersecurity Analyst,2021-10-13,2024-11-20,0e69dba97c423a6102f9be98ad0dbbd767988c81ff0729b0b683a9c17512b5dc,0.5600939134840535,1540,0.9082076074313926,0.8780395166330497,0.9646280174875416,1,4,65.39109243301655,0
MIT,John Jackson,Computer Vision,2025-05-28,2026-08-19,bbaade289ede5b06079d8d8dcafd39a161c6dac3e88d9cb3d0d527189031358a,0.4427965297092993,217,0.8027671291768536,0.935707559770154,0.6629725350650205,1,6,62.69442005499564,0
Harvard University,Carlos Johnson,Agile Methodology,2025-12-06,2027-06-17,5eaf1c341cd8f7c8d8102951a5cc766cb82657bf5af1f5854298c61e77409924,0.9271852852199177,25,0.8731727076378467,0.9728781565652262,0.942015468362223,1,5,34.85033648510256,0
Oracle,Yuki White,Database Administration,2021-07-23,2025-09-25,8bc106bf5db772c446d6573734c0450fb56f356813ec6133ff2ec378f4f29abd,0.7238367245432478,1622,0.8973913753815971,0.9883822502779249,0.9327337664009758,1,2,99.40247457751283,0
University of Oxford,Yuki White,Database Administration,2025-05-12,2027-02-21,6e6e6ef87e25ae13f51205b15d69d07e49c9c8c8ebf5f598254d70795246141d,0.8071314723954498,233,0.8693876128037012,0.9405666844128919,0.817256932614243,1,5,56.24771070084631,0
Stanford University,Richard Mueller,Robotics Engineering,2024-08-19,2028-02-10,47b29c28fec8b3feb1fe6cbc2a1d1535bf61e0033ae1ca754074252258ef3cb5,0.8805266196216254,499,0.6890505497446805,0.9656435142887587,0.832972364783217,1,9,46.61764128263488,0
edX,Michael Williams,Quantum Computing Basics,2023-11-07,2028-06-20,f5c79fdeb239635142ef91b09f7116a4fa03583a58b04f093e3b02594bc8c614,0.9477310566063059,785,0.9065292450478585,0.9462371096626974,0.7440629358219518,1,3,90.1083516699311,0
Udemy,William Thompson,Data Engineering,2023-06-02,2028-02-01,b3f05b692ca0bf242e0990b16905e064e7df9dda6d9fc91ce6b14e9911914798,0.9196071249137472,943,0.9306231708817838,0.924435179155387,0.8926969938208126,1,9,15.281619912862975,0
University of Oxford,Sarah Chen,Agile Methodology,2022-04-25,2025-09-26,3b61210860af42a5240b7be87bff7f3f253318a65c7e506e99df049ac118d168,0.7839462247886217,1346,0.6730672336376392,0.9646531033478382,0.8339982107922352,1,9,32.8918214238577,0
University of Oxford,Arun Johnson,Mobile App Development,2025-05-01,2028-01-20,d26924e0aacdb1f361db593e13254e2435141bf0933d887f862c79832c13a669,0.8518480051858855,244,0.9372616462291737,0.9766489766985286,0.8309428372634393,1,5,8.653334276055793,0
ETH Zurich,Michael Davis,Computer Vision,2025-07-04,2029-11-21,87bb9cbb007aaa86644e33115093138bfdb2acfca058b81184056bdfc34e5b52,0.8084534224103354,180,0.9298275888226155,0.9008347651134125,0.8677925928168024,0,4,1.8726503307375146,0
IIT Delhi,Sophie Davis,Digital Marketing,2020-07-08,2021-10-28,b7e2cb9ff45b89afa0cd9864d50ac4d96ddb09f42cb97a33e196d7fab0325c6e,0.8972555888675547,2002,0.9548492748653451,0.8951514538016307,0.7889020507645265,1,4,16.13664923921743,0
MIT,Robert Kumar,Agile Methodology,2021-10-04,2023-01-28,e9fb9440ed3f9f7d45dbed052d5db5ac2b5b8a41c9752b2afd27b789cc994cf7,0.6224609761033708,1549,0.7528246770541817,1.0,0.8088235887209576,0,6,2.2962450501967195,0
Johns Hopkins University,Arun Rossi,Network Engineering,2024-12-06,2027-05-10,ef900f5ae5633b9fe321fd343d56da6f7aba5802d04c464108fb0430a3dc0e03,0.9933824065943763,390,0.9493570218024053,0.8359413917826378,0.9688100829750077,1,7,43.69364170919541,0
Cambridge University,Elizabeth Mueller,Business Analytics,2021-04-25,2023-07-17,b576fbcc9722b85b71b1d1124e3416014a5bbf97b94b802d077050bcb1ebd472,0.781323920547971,1711,0.9051551082046283,0.9124692992685034,0.9011464402674908,1,6,2.452896331472757,0
Cambridge University,Jessica Smith,UI/UX Design,2021-06-30,2022-08-26,2b913c8f3b5a2e2fe513b2922ced8636d7c6f052a012b4f2a72cf3c1b92fec0f,0.8921436959109948,1645,0.9190188169213217,0.9884312252759901,0.8582602181590355,1,3,25.740124044519323,0
Oracle,Jennifer Thomas,Business Analytics,2020-04-06,2025-01-11,a65c7e9d06191d26d8aadef245077009d193b7a2ad798cdb0e49cb125037eb1d,0.7448891648352846,2095,0.620197095621394,0.9959465271091666,0.8076269861440539,1,9,0.6967178884730829,0
Udemy,Sarah Mueller,Digital Marketing,2025-09-08,2027-02-23,99f37a887904b70dae41d40460560c0afa0df0667bdac7904a2155fad3169f85,0.7836137775580998,114,0.8645952202291085,0.9127265359849918,0.9711862894139313,1,5,69.51030700032032,0
Google,Arun Martinez,Quantum Computing Basics,2022-04-18,2023-09-13,506c3f70ec7856776f13888816d1eb418452af1a6a38ea5a848c37b0b64385d8,0.8089078442646607,1353,0.892311924509521,,0.7933935462596142,1,1,216.01566842848123,0
ETH Zurich,Michael Chen,Project Management Professional,2021-08-12,2024-07-05,027f16d31e5d31990c13a7c8b1e2a584d20f4a5e9a6ffa870380293747b41f0d,0.7347967347312789,1602,0.7281821051212549,0.870282172941051,0.9894227246735041,1,6,56.19353737661229,0
University of Oxford,Patricia Jackson,Robotics Engineering,2023-06-14,2027-12-16,08239cfe88dfee5cebc7eab61a571b58663da3f89e33d8b7e6a204c82a301bb3,0.8657374701933837,931,0.8032146924140875,0.8930979684501325,0.9276538957076427,1,5,46.762303932599934,0
ETH Zurich,Elizabeth Harris,AI & Deep Learning,2022-01-11,2024-10-13,dba2f08a642f7378914bb8723d2d67a6dda828d1793e8107fb3ff2e700618a3b,0.5947624366737753,1450,0.6921799781464762,0.8886708843054159,0.7320967721624002,1,3,7.095270865353675,0
MIT,David Mueller,DevOps Engineering,2022-12-26,2024-05-10,ddf14b2429e7a3d2e891ed6c2928ab4caad23d55d74e4f9253089a25adbd61b8,0.926770764453829,1101,0.6105135407317216,0.9391459006460223,0.9790566174559806,1,6,18.059096069270396,0
Udemy,Christopher Thompson,UI/UX Design,2022-11-25,2025-03-01,1a66305265daaf47b5133dfa9f3b7daca0486f3e503abde975d0ed8819d631ee,0.888998202887207,1132,0.74035221472215,0.9111936698281459,0.8637037157905947,1,1,117.23841777128715,0
Cisco,Sarah Smith,Software Testing,2020-04-08,2023-01-21,55bbd2298086254ba03877502118da6e50760d8c2aa0288698835cfbfaeb0bdf,0.832670610078011,2093,0.7652946597803421,0.9099133873959009,0.9158696060797297,1,7,5.600319442356372,0
Salesforce,Elizabeth Rodriguez,Database Administration,2024-06-20,2026-06-21,f8414f502046ccf38415afa456fd11f3611b21267ce6d123e8aa3910de10c7cf,0.6362693386575103,559,0.9605204245643171,0.8976542865292619,0.9466550821527364,1,7,67.01022931749206,0
PMI,Elizabeth Hassan,Robotics Engineering,2021-11-05,2026-03-27,2541f0fb9ce690ca6a7cb6c261271017f07109341d6e072d16a137aeb78211e3,0.8740575915916742,1517,0.8328570962170592,1.0,0.8912558563750693,1,5,15.644614817147625,0
IBM,Susan Hassan,Agile Methodology,2020-05-18,2024-01-04,a99c611def51919518c938b89522c4f4e395f51e2647660dae356ef083f9ae4b,0.7005970985357508,2053,0.841423379366214,0.9364880056044627,0.7590234890142491,1,5,33.672420563241175,0
PMI,Michael Davis,AI & Deep Learning,2020-08-28,2022-06-08,1bb03a6db3982cf21a3e768ad135bc6ef3a7a608e359e05fd397e78feab01a22,0.761477695963258,1951,0.7203288090039618,0.9292011996381778,0.9371331287571634,1,5,34.8355394565712,0
Coursera,Ana Chen,Cloud Architecture,2021-03-08,2023-11-27,b670c329b2fb7241b0e9085529b7b7b8966cf95c51bade8ef4d338c87b53895c,0.7971948127785851,1759,0.7577948738696497,0.9066257235569772,0.8362211123339052,1,3,20.778033425250374,0
ETH Zurich,Michael Tanaka,Big Data Analytics,2023-02-09,2026-09-15,609065435e3a05e07c088b8856fb6a4eaa8f24cde115efa4ce8f63821a62d0ce,0.6455760793897045,1056,0.9404764714729732,0.918830571974367,0.9408105084620744,1,7,1.9967064203887672,0
NUS Singapore,Mary Santos,Software Testing,2023-11-04,2024-12-05,1eee7b88d645002c3f01f602f83e6052cd9700b971e95e4c867e21b7c6291725,0.83817587020379,788,0.7533415420777277,0.9470635777591163,0.5855548717369259,1,7,46.038249238030915,0
University of Toronto,Jessica Thomas,Computer Vision,2022-09-14,2024-08-31,a52b5dc8d845a33ab69046c263f605bf9fbbf406844a49ceab5435dd70da5031,0.7163922903157735,1204,0.9610668717247031,0.9695207701028028,0.8703633381066012,1,6,12.055079372857234,0
edX,Ana Martinez,Mobile App Development,2024-10-30,2026-01-06,6beed5f79e4c52f8c5bdf768f24a6a65fc5283971817e97ba05dc16290ba5ef5,0.8459522219483046,427,0.9196995771127102,0.9010067001024569,0.643174898248244,1,6,23.38399665560786,0
CompTIA,Priya Jackson,UI/UX Design,2020-05-23,2024-02-03,dd83befda7ed73b2b6ce84191094db62f4fe01f669f61f1e26072e435b7af793,0.9405485921942384,2048,0.890336048650986,0.9248731553336813,0.9186984121658419,1,10,2.5300138534171404,0
Cisco,David Garcia,DevOps Engineering,2023-06-26,2025-01-18,2cf9b7b40202f26c2a55d3d4a2035d9f6a2544f17b40c5258f383a2ec0538477,0.3077,919,0.1009,0.693,0.1445,0,1,79.49,1
IIT Delhi,Pierre Kumar,Database Administration,2024-08-20,2027-03-02,d5e90f6ec5a3db26e9457d9f45efc72ebd87b183ea5edd5169e45802d3d3be79,0.8434198246587242,498,0.7762768162510768,,0.9334638484590443,1,6,5.038988726883358,0
IIT Delhi,John Taylor,Cybersecurity Analyst,2025-03-31,2027-10-07,61ad1738ce2b2d1fc219fb607d68f80525b3e6b937f92f9ef973c40164807a9b,0.8537384402057001,275,0.7842887575924341,0.9341824924461687,0.9355977798087318,1,8,5.128400037114994,0
Harvard University,Carlos Patel,Data Engineering,2020-12-29,2024-04-05,5bf3e3a6cc18371cba9119714ae811b84a3bfe46789df13a24dbe22f5d1be760,0.1783,1828,0.3151,0.686,0.1137,0,0,77.72,1
IBM,Fatima Johnson,Full Stack Development,2021-02-07,2025-09-16,8490386e575dc850fc54f931cb35b86acc0cee754a7eea015efb71bc386f11ce,0.7382535092844665,1788,0.8338464779766629,0.9543660940750872,0.9353944244989925,1,6,149.9668743267521,0
NUS Singapore,Linda Martinez,Data Engineering,2024-05-09,2028-01-30,2440301dc3ccd8d6ef7241318aa8bcbd3d772424b8b69a26c255648a693fd7d4,0.7343046661179988,601,0.8295697299885051,0.9076666067177664,0.7556605207436342,1,8,0.2775462223683938,0
FakeUniversity123,Karen Dubois,Quantum Computing Basics,2024-10-31,2025-05-25,e75f0824532f9e02df840cd65558ae4e79ffi5c0845105bfe3d55d7b8448e72e,0.0274,426,,0.9307,0.188,0,1,72.38,1
FakeUniversity123,Susan Tanaka,Business Analytics,2026-01-26,2029-04-15,e77900fbc3aeabb2153d246f95881da6b270d79be1715cc027cdfe9e0f0bbcb7,0.0862,-26,0.4051,0.8819,0.1548,0,2,63.81,1
Google,Wei Tanaka,Digital Marketing,2020-04-01,2021-04-08,f7fcff6ab2aec349877dad69610a13d9a11961a3bbd536f78f856c5c6251709a,0.9121195363642726,2100,0.7087479176146888,0.8882038068376563,0.8467596199883789,1,7,20.095854988912162,0
Adobe,Priya Hassan,IoT Development,2020-05-15,2023-10-26,456ff590686dfc66330f8ee4b09034b7c873387fe5c628fb2c20199d2a0a00a4,0.2096,2056,0.2447,0.6751,0.3955,0,0,19.27,1
Adobe,Wei Davis,Machine Learning Fundamentals,2021-12-28,2023-10-30,2eda86ecc4f554e6ce76fe25c0b04c19c82771f61dffc42ab3f482e7c11d389a,0.9304000871754418,1464,0.9311257941474838,0.9703988819416057,0.8424130302287631,1,2,10.91773824827045,0
Coursera,Thomas Tanaka,Computer Vision,2023-11-26,2026-03-07,bb2eb80cbc61b1c536aae9df54fd3f2cc8e6f34259780f5a2954695f20043f11,0.7877612705515085,766,0.8881949933025278,0.9273727056307063,0.8584319264963948,1,8,100.50691126295516,0
Cambridge University,Jennifer Tanaka,UI/UX Design,2024-06-17,2027-10-08,72223ad790bb72cbf005739138f91f0bfc1b9c4fe5d4cf1c9d11ac51f3f344e3,0.7930797378124329,562,0.8704357012897804,0.8735712647067683,0.6949834306165337,1,4,3.460190401879591,0
Cisco,Pierre Kim,IoT Development,2021-03-01,2025-02-20,39c7ba4dc0cb7d90274d2a48b6a030f53e9012187360a06da6de0f4313393b6d,0.8993492872629244,1766,0.8503918679530211,0.8758490182935912,0.8046982319112234,1,2,15.145273998771033,0
Cambridge University,Carlos Taylor,Machine Learning Fundamentals,2022-08-27,2027-08-07,961ec870c68ad62d8d6e1c8552a54d632ce5cad4672c1c1f39fe2d3ff0aae6bf,0.449881520948705,1222,0.7208918516672699,0.9531578679569238,0.9046807091438147,0,7,61.19884563248512,0
IIT Delhi,Patricia Patel,IoT Development,2022-03-20,2026-08-06,7bdb41b9d0f48bf6071d96bf91a353464c1383fc4fb6053c07bb128b3b5e5d04,0.6131214570949086,1382,0.8897559768429987,0.9836196227887505,0.902312671310637,1,9,10.937935823892232,0
ETH Zurich,David Jackson,Big Data Analytics,2025-03-22,2026-07-19,db2497b2bf6443ffd7d6871db126da79eea65847857140aa4750cac858e9eb65,0.7232838112817936,284,0.7735426377213263,0.9690724280222323,0.9828258925045451,1,9,62.534389396901325,0
University of Toronto,David Johnson,Computer Vision,2020-05-09,2024-01-01,a7ceb88614a2003b3ab221ad6256e9771f1535164399379a53483e868cefed11,0.745683909516666,2062,0.6452296621451076,0.8799384985363143,0.9755677633895568,1,7,80.89220696600638,0
Cambridge University,Sophie Kumar,Business Analytics,2021-06-17,2026-04-12,78259b0a5bcd1e6ba7be533089a5aca8078ea7a1d7f659bda29810e4e50bd12f,0.9012777888326521,1658,0.7379406835003527,0.986402609160859,0.9306742446471077,1,5,0.6133165071655639,0
Columbia University,Robert Harris,UI/UX Design,2020-11-02,2023-11-09,c3bbf4d04e54ba6e0049d74ba526aa1b2715b013d701af8d113f0f747c315137,0.8046286138247668,1885,0.9505112231718115,0.9657798306611141,0.9881374144674385,1,8,56.01623013923616,0
University of Toronto,Richard Davis,DevOps Engineering,2020-11-27,2024-10-20,9c04a06a963989871135198dbf468ce1da3dff1c159c4244a1c161363d49c89d,0.7224862659773543,1860,0.6904612499049295,0.9279881368120673,0.8942690363974285,1,4,71.64512945762225,0
Oracle,Christopher Patel,Data Engineering,2025-08-14,2027-10-06,2523cec4f79268650a06b61c5967838361b96ccf83794084bf0779c3a23abc2c,0.8372902413386722,139,0.7972014903494647,0.8975452299129258,0.8935252674083581,1,7,33.242488084301215,0
IBM,Wei Hassan,Data Science Professional,2023-02-04,2027-11-17,f7c9cb136a57b98502d48f987d35c47d54781c58bd1c19f0d9107cadbe2e4f54,0.9361296486922454,1061,0.9384858942629505,0.9381782206566063,0.9245784816552428,1,5,42.611740936718405,0
CompTIA,Christopher Martinez,Natural Language Processing,2021-08-22,2024-01-19,75ebd3740d339d0c0e4114a036f9da8e563848a92d005638a58371ad522c0b2b,0.7849512810970414,1592,0.7314195139639768,0.9335944213522426,0.6892753950752732,1,3,4.401850281344498,0
NUS Singapore,Carlos Rodriguez,Robotics Engineering,2021-02-06,2023-09-24,68cf16034b99667f044b73a55736fc1df49d961fb304012b1b1e57d6f9c11ae0,0.9118411746701947,1789,0.9933439506066775,0.9588977386396378,0.9471491975808828,1,2,44.391922928046,0
Adobe,Mohammed Williams,Business Analytics,2023-01-03,2025-01-14,0ee6a7c619126fdcd13fbaea8e33fda40d6c2479a300c1dd585a4981beeb622f,0.698006029100021,1093,,0.8723654236780319,0.7508969227948474,1,5,4.467483096029435,0
AWS,Joseph Dubois,Software Testing,2024-07-29,2029-01-27,0a16b1672f8faeb3e90d49d8646c022beb3ae65f1bad0cfc1255fbe97a8d97ff,0.7221718446257367,520,0.593297315451446,0.9337853009065302,0.7532423922889454,1,7,1.4514581431716957,0
Harvard University,David Williams,Business Analytics,2024-09-22,2028-02-14,0236a7c96a296e2d46df7fd76807e3d96a2d461e389e53d4df47a17df44e5afd,0.7509240218492216,465,,0.8786944004142729,0.9041483747670641,0,3,29.492248780299846,0
Oracle,Ana Ali,Digital Marketing,2023-07-11,2028-03-19,bfe08bcbcf04727650f4da05e221f57602910299da200aeeac8032a16671ee22,0.76198784430961,904,0.8535846263587644,0.9381221621773222,0.8794635878658513,1,8,12.71832098750929,0
IBM,Susan Martinez,Business Analytics,2022-07-02,2023-07-02,b84be598ebfb83b2d088ed6704ec5512e27f1c24613ecbcf12a1bb85839a76fe,0.7485219231496844,1278,0.44350563934117243,1.0,0.8908128533571769,1,7,26.601516236527765,0
Cambridge University,Mary Rodriguez,IoT Development,2025-03-27,2026-06-17,d6a5af43473c64e5471aab12e5a8b1713f4284c627764323ecf94860130d2706,0.8561450980991328,279,0.8582421210159915,0.9635214178037992,0.9191937936331696,1,2,2.5967561076689685,0
Salesforce,David Miller,Cloud Architecture,2024-04-29,2026-08-07,67d0a13070fae8b4398a0ef98731e2d1789620ff862d805591aeb093e2a27909,0.931939458213039,611,0.782225356257633,0.8827529752092669,0.8542612974883275,1,8,11.720357735714359,0
University of Toronto,Linda Dubois,Natural Language Processing,2023-08-08,2027-07-06,7e225dc517aff14e0ec8d05df9ece188c51926243aab50a204e63902b9d6668a,0.7025301630994183,876,0.9039016168763424,0.8857929472105466,0.9149053671602405,1,3,21.468569272487112,0
NUS Singapore,Robert Mueller,Natural Language Processing,2022-03-14,2027-01-23,5b0f086b021924f9bcb3aaa23b24569630c28a4613fc4d62c927b39d65f0942c,0.9156316892692955,1388,0.7202981364974514,0.9497603016365852,0.9794561292641661,1,8,6.091179430126391,0
University of Oxford,Carlos Patel,Quantum Computing Basics,2023-02-05,2024-06-23,9932c85a29cc07185b03c14e5ec2b566edfc331f9634b3a62f02da490081afea,0.6367383014887109,1060,0.962584098836479,0.8937545506629611,0.4420511842946729,1,5,90.34409880455469,0
Coursera,Thomas Santos,Project Management Professional,2021-08-09,2023-06-13,f83d3bb21e2407ec93b490df9638a243b9478d72ce3d7f8577648072ac0b9ac4,0.7971741352944142,1605,0.9763506426053841,0.8424009610065195,0.8330787433260484,1,6,34.69574265418519,0
QuickCert Ltd,Mary Martinez,Natural Language Processing,2022-05-01,2025-07-07,3b715c22ed4ed,0.1273,1340,0.3562,0.7561,0.1641,0,0,35.25,1
Cambridge University,Arun Brown,Network Engineering,2025-10-04,2028-04-02,7a1ea98786fb7a9dacfa18c151a5c28b915b5cfe031a73f965b4163f085fb760,0.8225462331214514,88,0.9292368013201301,0.8628220270117251,0.9354298792429823,1,5,18.24029977242197,0
InstaDegree Corp,William Ali,IoT Development,2023-04-30,2024-01-31,f388302c99554efe505ad6ea274cd00dd563789533fdf0b57d246df8c715a75e,0.1738,976,0.3556,0.5804,0.2454,0,0,82.9,1
edX,Priya Johnson,Software Testing,2023-05-18,2027-05-11,57fe8ecb4ba81c183856ba9248bfd553cbc528c2dac67db0f916e7b4ff370988,0.8604899601132918,958,0.9097226421439636,0.9389955803494169,0.9483095700725123,1,4,54.60358728157302,0
Johns Hopkins University,Priya Hassan,Computer Vision,2024-02-06,2028-03-26,b880156611a3521627313320e367e56ddbb34d5f9db7095890c84bd698f44979,0.717614393381193,694,0.9241747119304288,1.0,,1,6,26.077776540772064,0
TU Munich,Linda Harris,Digital Marketing,2026-12-02,2029-12-26,4f0052770c9c348c495cacb44ee33c625ecd0c0c15b436956329746322ee780f,0.143,-336,0.2535,0.7724,0.2245,0,0,37.73,1
DiplomaMill Online,Elizabeth White,Machine Learning Fundamentals,2020-11-13,2021-08-31,6047deb23e35fa0d8c9962d362b22af062f0306e1fdab415f767e63deb7b8a53,0.1349,1874,0.0555,0.7492,0.1477,1,1,85.18,1
Google,Mohammed Chen,Software Testing,2020-03-19,2021-04-14,925de335f1cb258ba9186879692e6d8f1cc95e12aacf3587dded48ce4f8cea10,0.6556453752678277,2113,0.8225060775656803,0.9398224469111905,,1,4,2.087592996667758,0
Microsoft,Arun Anderson,Business Analytics,2020-08-25,2025-07-07,2a4a047ba43f49c7c6699eef5623ee9509a99fb5d4859560f8871f6fac94e2b8,0.6685857629276906,1954,0.7853606617531038,0.9090159903570314,0.7267953925963424,1,3,25.977814253776742,0
Johns Hopkins University,Michael Brown,Agile Methodology,2020-11-26,2022-11-14,0263a0b564e560caf40f8ce9472a786c62250bf5260fba0e5dc2bfe4089bf42c,0.9474461271294498,1861,0.9813955871057005,0.9975902446989114,0.8995006371698253,1,4,13.00469737654606,0
Salesforce,Mohammed Rossi,DevOps Engineering,2024-12-22,2028-04-19,c4c3c6d4027ecb2cccd2d6d9a7b9e1644a5261b1e1a368d45fcb8c66e0df6596,0.30905053348449874,374,0.9596341109650668,0.8556675303089032,0.9633220340559917,1,7,27.85739869758376,0
Adobe,Jessica Harris,Agile Methodology,2022-02-12,2024-09-18,78424ebeeb6c7c7737f0adb7b0c437930085bb2dece4c90c972cd13ad3c58f0d,0.7079523166992366,1418,0.5147630975925225,0.864613145143305,0.9948201605395135,1,8,6.566585947128153,0
edX,William Johnson,Business Analytics,2021-09-30,2024-03-18,47af66cafb3286c83c5d6310a4204126f2c5002dd717b8b1c75620470e3f995d,0.9747352332805899,1553,0.8380970491930438,0.8473458360684201,0.6781101575102062,1,10,15.428492516914389,0
PMI,Mohammed Garcia,UI/UX Design,2023-01-21,2024-01-21,a00b67525f1b8f57e03009c3232f9339082a9aabd60d36b9a23b42d5232334a7,0.9637349455428883,1075,0.964424255258812,0.9289981618001959,0.8551677867938038,1,7,1.5984588864720535,0
Cisco,James Williams,Database Administration,2023-07-16,2026-02-06,88cc21b6c499bcc572332bb271b1a4b68daff641cd3fe8f5df3c1ba23db3e524,0.9218935790405898,899,0.9897151294164666,0.8844336283435137,0.9686944201842617,1,7,2.7736727037715845,0
University of Oxford,Elizabeth Kim,Project Management Professional,2020-04-24,2022-10-10,69b098c7f0624bbabad2ebdaae82e39bc08f035a5d3f19a423cc6723507c65cb,0.9074006123398458,2077,0.7114345741129225,0.905406052257329,0.8652254901276712,1,10,11.274191523276825,0
Google,Jessica Hassan,Software Testing,2025-09-09,2026-11-27,29e1ad281be78545aea0f5614a7dcd649cce9fcd82def2436fcaa4945021ef2c,0.8851198459404737,113,0.9393186922148983,0.8409079402923061,0.8505655942694333,1,2,24.17441733693382,0
IBM,Mary Johnson,Cloud Architecture,2023-10-06,2026-12-09,fddbb2137bb8f6093954937d6eb3a93316c5f0a04c6dc9806640d2e80ebc57fb,0.9236572877489837,817,0.9476574921015916,0.8907674971958949,0.793225895775709,1,8,101.42092126194584,0
Cambridge University,Sarah Chen,Full Stack Development,2022-08-06,2025-04-22,b17590fb5ef05396b432a5dec3c7c07c84ba25675707f0107203d3bf03e8f23f,0.7078379843111219,1243,0.8967544335364375,0.9462851822410883,0.9494377363387521,1,6,141.97357744519655,0
University of Toronto,Joseph Rodriguez,Digital Marketing,2024-12-07,2026-01-15,c056e0b21e5905b6bc81ae68f39d7ef4f093224a87df8ba69909235916992dd2,0.7493783630217983,389,0.8302319720854372,0.8473999422718718,0.6978252092006411,1,7,93.35903120257007,0
Salesforce,James Davis,UI/UX Design,2020-10-09,2024-04-17,412f2075dfe4d5c948c35a78faf62bdeed470941635af19f99f5a784bd1b03b0,0.8867958237876671,1909,0.8829914678946325,0.8702207878542877,0.9853410246904551,1,8,24.147780359449516,0
Johns Hopkins University,James Brown,UI/UX Design,2025-03-05,2029-07-14,362c7ff99763e9ea5f613a4300c7c76ebe1cbeb2498ae7223218c0143bf38e10,0.794301126483807,301,0.9956578689592266,0.8934447883047958,0.9423256330430343,1,4,59.999410509506134,0
Google,James Rossi,Data Engineering,2021-09-14,2022-10-04,0a91113babc898ddf613b3e187168bcb8e15298099d5aa1fad46264c72ea07c1,0.8160583087636667,1569,0.6751773508786292,0.9500754688160499,0.9781625411536584,1,7,20.80710900869057,0
ETH Zurich,Patricia Dubois,Robotics Engineering,2024-08-06,2025-08-12,5e497d320674562dce838bdb6bf48fa50efc70420dc51696a91439e37e9c9514,0.7738482413539063,512,0.7452137086931299,0.87847692407165,0.72320994285119,1,7,0.9457434995603979,0
University of Oxford,Jennifer Miller,Robotics Engineering,2025-07-14,2028-05-25,1e7dfbf4dab690a8acf6a6466e52fdba4817bf4ab121e7e0900d3edcda135fe2,0.7069176279767353,170,0.8397054926791814,0.9625543638005444,0.7949447940286029,1,4,47.946689900077565,0
PMI,John Harris,Software Testing,2025-04-11,2027-12-25,4178df5528e406cc1be311268937adfa4901e598617a2dbff04e8c65a404bbf3,0.7839362044494298,264,0.8723206490926194,0.9900380576719855,0.9651465269021285,1,6,7.4560397639326785,0
University of Oxford,Patricia Santos,Network Engineering,2022-08-25,2025-12-03,a8e3b92dcedc4b248c9c4797c40b0e939fb08946209ffeba5f7ae36v552c78b6,0.132,1224,0.1343,0.6132,0.0821,0,0,17.92,1
Johns Hopkins University,Joseph Jackson,Database Administration,2022-01-01,2023-10-11,b291e1f3bf60dcd7a35b8a5d54a9aea4da9fafb9ab230a3b7f55abfc63cb600a,0.7520679379878451,1460,0.9871249131322754,0.9964248390471742,0.7397418635044062,1,4,0.2446194616017972,0
IIT Delhi,William Garcia,DevOps Engineering,2025-09-03,2030-04-24,3e7bfee284921290ca4672d70b58a1eab21326953a6af036a084fb1629940e1a,0.878190365128147,119,0.5094769035759734,0.7974048547978972,0.726250715453166,0,5,93.38347870316272,0
MIT,Patricia Taylor,Full Stack Development,2020-05-06,2022-05-03,75effbfba944c08f8dd1f042a79d8d55c20daa1acd6d99b65846d3f692835320,0.9819093759199097,2065,0.8560796805753162,0.8531576385139032,0.9199246557676856,1,6,2.671834303291985,0
ETH Zurich,David Taylor,Software Testing,2023-01-07,2024-06-12,59ad7adf3f418aabfe5d985dc329104f193366bdba48d5c7a838c03410de52e8,0.9232884725938841,1089,0.7843211632781828,1.0,0.6660810776791795,1,5,69.96075636577194,0
Oracle,James Ali,IoT Development,2022-05-07,2026-06-27,ed88614dbdf812f42be8ee3f41183f801f3f7ff06fc8ed59499e90924e7e7047,0.8454639053439786,1334,0.8949519169024167,0.8632020201057121,0.9321800822234276,1,7,106.9687430524167,0
Salesforce,Yuki Jackson,UI/UX Design,2020-01-15,2024-09-24,146e2e512b60e6f10be03cfefbb9ae14432b6411cf1fe4a9ff5980e98b8a5e7b,0.4477041809595634,2177,0.6988401589194446,0.8910882022943027,0.8622154397748749,0,8,45.95600442381726,0
TU Munich,Yuki Jackson,Cybersecurity Analyst,2022-09-13,2027-01-05,e3d6cc922c0a743a5e44e5f925fe1b6f5089b5c8b7f6af25fbc271720749cd8b,0.895412357173739,1205,0.9018079168351828,0.9270276644523147,0.873817428503204,1,3,31.65658243787863,0
Columbia University,Mohammed Hassan,Blockchain Development,2021-05-23,2024-03-12,a90f1eb928f53d55f08ae31cbe727ae9cb68eeffee775c48eb8c9f34b2e06bcc,0.8520694896532478,1683,0.8393436584855738,0.9535590171734495,0.741014504717195,1,6,3.6673761103418965,0
Johns Hopkins University,Robert Kumar,Network Engineering,2025-07-10,2029-05-26,57308825d7615e9955f0bdf0cf59c0cec3d18be6934a5b77d558fb5fa8c81f98,0.7310323441532464,174,0.6113443091418709,0.9446916381515865,0.9194517122156723,1,5,3.896569861245591,0
Google,Pierre Jackson,Big Data Analytics,2022-07-10,2026-04-24,320e2a808ba49ba11f89f8b3b68b9b3b9a47f0c8092cdc9358f2c30fb8ce3cb8,0.9272791222351876,1270,0.9251784000265085,0.9810299350447091,0.576284065139212,1,6,74.33995609055142,0
CompTIA,Pierre Dubois,Data Engineering,2024-12-19,2028-07-15,35e8ea944a9f78218d33ff5ce6b38e10a509588063b0cf88cd2775b56afc54ef,0.4419055915981292,377,0.9636050044448377,0.9027151893275202,0.8023026404040963,1,5,19.33110145050094,0
AWS,Sarah Brown,Data Science Professional,2022-10-14,2027-03-28,869d93b68b2004c0fae1d18210b72ae7bb9745ce9d9fd31e706544c60755b82f,0.3828,1174,0.3266,,0.1612,0,0,54.91,1
Salesforce,William Rodriguez,Data Science Professional,2022-04-18,2027-01-22,5456c72e200c1a41c58f8a561d7120b19bb2318f69f135a8a9fe47cfe584f679,0.9356783198841366,1353,0.8437819433511557,0.884467192303951,0.8885671421346728,1,8,53.211408375969015,0
Coursera,Sophie Ali,Mobile App Development,2023-10-17,2025-03-17,bc1bbbe4c4c953e8e9d92120ba4792b1959ddb24ed44112d98b0c198bc4a65e4,0.8009760265825189,806,0.8662081577690551,0.7963348853530784,0.8239889378716386,1,7,55.70394977142068,0
University of Oxford,Yuki Tanaka,Natural Language Processing,2021-09-05,2023-03-08,fb1a6e34d2b6e8348ab2ed1251d7f3ff4f7037d36ee105892d72bf590a42b6bb,0.9467602504450041,1578,0.8228572084736057,0.8902742027531122,0.7984837014745727,0,9,2.8017684759798076,0
IIT Delhi,Elizabeth Harris,Data Science Professional,2025-06-03,2029-05-29,081066a1d42e51298baa5d2a732d73f0e3d62e40527c76f1d03f21bef01e449b,0.9260843190780427,211,0.7274002760380488,0.9928906944303267,0.9445496172219133,1,6,72.67600365084365,0
edX,Karen Kim,Digital Marketing,2022-12-02,2024-11-09,e8a81c4528c387cb3049035baf35e0d14afaa01baa7469be96aed23b61c864b7,0.8701242230562557,1125,0.77643363242118,0.9073930418167676,0.8460842840448984,1,10,88.17240866907088,0
Adobe,Joseph Harris,Natural Language Processing,2021-01-11,2025-08-19,f3614556b2d67b8d9fc9ddd6246ce82e2758f0edebbd2370b81e419b7c6f0185,0.8108228990395251,1815,0.8094893022849411,0.9653636994704746,0.9742653330631907,1,7,59.20082139232093,0
InstaDegree Corp,Jennifer Wang,Cloud Architecture,2023-09-09,2024-10-29,7ba246550719138e3e5a572380955dbae76bb087cdcdc1f8a13fab5e730a5fe8,0.0554,844,0.0962,1.0,0.35,0,0,82.1,1
ETH Zurich,Mary Davis,Machine Learning Fundamentals,2021-04-16,2022-08-11,3d015aee7b95e928d8091b5618f2e0824acdb5395eeaa9a3eebc65d9fc969bcb,0.9231360945668449,1720,0.8980951452868272,0.9194197728231162,0.6938334360741273,1,8,104.22455550791612,0
Harvard University,Wei Jackson,Full Stack Development,2024-05-04,2025-05-23,83076be75b3ec57d915caed3cbb2e4d7f656737b083135527031c8cd128f28d8,0.9089663999786954,606,0.6353973865855014,0.9620134447118922,0.8917212808065793,1,5,14.35479451805316,0
PMI,John Kumar,Robotics Engineering,2024-06-10,2026-06-25,f1abb69a5f2cbe0a9125880a08ce068596f624e58dfde43382c17ea1e0c2c725,0.8042251215486121,569,0.8140943697223522,0.8630414319291396,0.9158467439435799,1,5,31.572318993282142,0
Columbia University,Joseph Taylor,Full Stack Development,2024-04-28,2028-03-01,26a5309ad1c6a0aac359658e6294ad55e6a08370108fdd3306feb04048b74587,0.7447898409894685,612,0.9211904215785949,0.9243576285192181,0.9873183141982563,1,5,5.976482410427416,0
Yale University,Priya Patel,Robotics Engineering,2025-01-01,2026-11-14,70f0d9a83a6f82209a23a6fd74dfdfc62281cf9c33f777d3bdbdc2218ad695fa,0.8931904412277849,364,0.8139345136716764,0.9720706830316475,0.8818482081606297,1,4,10.241749809776614,0
Microsoft,Patricia Smith,Data Science Professional,2025-05-30,2026-06-08,f2485c0a95fd446dd026248d0e585c92b2ad8e3c34a88d4325b898a049e6adf7,0.7745568950164162,215,0.8173630848542686,0.9752064350123193,0.9718780762887214,1,6,31.319341905415655,0
CompTIA,Jessica White,Database Administration,2020-04-08,2024-04-13,be070229882b0377609fdab9742b1006b24da7ccbdc3e310741d8d232b064a5d,0.7674812431937298,2093,0.8860661956374044,0.9897011703532841,0.8620741385600647,1,9,40.39000472909739,0
Adobe,Wei Ali,Quantum Computing Basics,2025-02-09,2027-07-02,0c86b85252e0a9a19fbdee81057a34d4758232f475a10f6a2a3ff309393e1d96,0.719152624219094,325,0.8958975321445951,0.8481027038288754,0.9393349580884199,1,8,16.708746650395508,0
PMI,Jennifer Martinez,Data Engineering,2020-09-29,2024-03-14,1c3e89a57de5c737faf53316d9ba302506924586db40cb173d997ec04f779f1b,0.9460901014217772,1919,0.8236928850433972,0.8432940837589387,0.7642372458912107,1,4,56.13459033033341,0
Cisco,Sophie Hassan,Data Science Professional,2020-09-16,2023-08-27,0f33da52ebc2f3bbd7da99ffd1e03691d0bc96c44acf837dd179ef05c1174b49,0.0494,1932,0.5139,0.6655,0.5,0,2,11.33,1
Adobe,Arun Ali,Machine Learning Fundamentals,2022-04-03,2026-11-05,98399c9be1051d352065b2504c51d3194853d2d2c856db83f1064dfbcb7d1e9a,0.976924229785228,1368,0.6667526551105716,0.987183361902132,0.9048930471303482,1,9,13.779822642144614,0
Microsoft,David White,IoT Development,2021-12-03,2024-08-11,d48020adf7e2ea337dfa8fbb1fc03b0a0957744e468b16178b312f4b9cf9c07a,0.5959106443510991,1489,0.896721243938823,0.9328892636532712,0.9512888345803651,0,7,6.3312983128943525,0
Stanford University,Richard Thompson,IoT Development,2022-02-10,2024-02-28,a1228dccb541f98da89097ccf6384e549cd9e6df0b96174abc4cf0719e7ae932,0.8712723816168656,1420,0.8414882121786936,0.8883799864907925,,1,10,2.7546251951413203,0
TU Munich,Elizabeth Patel,AI & Deep Learning,2021-12-11,2024-11-10,60f0a7d59062cfa05f187cb526d2d8b146525ba8418b2a16c9a9bdb135c256d5,0.870849944065061,1481,0.9019198023811664,0.9384809153685866,0.7826648125561214,1,7,27.98753310015022,0
Salesforce,Yuki White,Database Administration,2022-06-28,2023-07-18,321c20441fc60a5b6ec490b1c17b2c9814c5f8d07504cd9de858b689c9791330,0.7779970553124372,1282,0.9882316141108577,0.9407103951116046,0.8869464826064051,1,6,19.371660024473098,0
Microsoft,Fatima Patel,UI/UX Design,2021-09-01,2025-04-27,dee103e82e310c954dc84d5309d74d9230803c65aa1a857ab7e2e62eeed73f9e,0.6868560625593944,1582,0.7193399596913733,0.9597530831682566,0.9656550714084362,1,10,75.70010039125239,0
Harvard University,Michael Brown,Project Management Professional,2023-06-07,2024-11-19,7933d678597f8fb01f6281de9d2ba448d8132dd370c2ff80a8bab8594bbaf37f,0.9591681118628612,938,0.6863399733024731,0.875532776415768,0.7451466427954875,1,7,13.901776027777155,0
QuickCert Ltd,Linda Mueller,AI & Deep Learning,2021-09-24,2022-11-12,9c391d57e59fb56370ec06942ee385614d41a482f4c346629c889df1f626f272,0.1988,1559,0.2663,0.5533,0.1408,0,0,353.96,1
Yale University,Mohammed Jones,Network Engineering,2022-05-13,2024-03-10,ed3010ee18fefa4c047d39c4a409490cc9e0ef08714c5a3acd41bdde4c8dca4c,0.14,1328,0.152,0.4995,0.25,0,1,96.21,1
PMI,Jessica Martin,Cybersecurity Analyst,2022-03-16,2026-06-03,b119d2faffdfcd03e660ea856b6d1bbd1d972de60611595cdfa12bdca2f93920,0.9041444796770667,1386,0.802352660383311,0.9045785587456974,0.9579755563777749,1,9,45.25213829940499,0
Columbia University,Elizabeth Harris,Digital Marketing,2023-07-25,2025-06-05,94d78aabde55ae901421f6ba970608feb7483048bcc50af7ab1a123f70ba0641,0.7277417750314328,890,0.5849863750152144,0.9388244351429671,0.9971861542572683,1,9,2.3089499263760573,0
TU Munich,Wei Patel,Natural Language Processing,2020-10-20,2025-04-01,1e224701ec143b249c72e8da93f772427031a06e7356f107266d1ed7ab6045a9,0.9328719894101221,1898,0.7574721245528611,0.920127558891234,0.9458357880302734,1,3,31.39080601901844,0
Columbia University,William Anderson,Data Engineering,2022-04-04,2026-03-27,eff7b219598156b0151daefe155054e212791cf5de405939ea2b36a2e13f8e50,0.7898233649897672,1367,0.9380495914135634,0.9167106921888233,0.7691900580606258,1,4,9.34828936683633,0
Cambridge University,David Chen,Business Analytics,2023-08-10,2024-11-03,daa9c8628198ba35e8ad90c603a098a0849e98e4c5681cea60bea49bc3e1907a,0.792978472074388,874,0.9075524686749447,0.9817960099797642,0.9620852311742112,1,3,55.39572815125934,0
Salesforce,Mary Anderson,Data Science Professional,2024-02-21,2028-04-05,24684fa71dfd37c14e59b4a030a5d5d44036361e2956e8c95aa84ff7902c1ab4,0.7064861865485567,679,0.7823225430516623,0.969162564185575,0.7332453263455417,1,4,0.0014601361386770498,0
Columbia University,Mary White,Business Analytics,2021-01-07,2024-06-11,6a65382b22d7c3a18952f96b4fa4e24a751491f181102e8a772147822efc0917,0.7257679237822587,1819,0.9558240197943879,0.885165601800111,0.968403531584965,1,5,5.086378116132116,0
Salesforce,Arun Miller,Network Engineering,2025-06-15,2029-01-22,388fb6e3c3d2e4b5627a24a7b209b5afd8863c37afc83497d76197f407d8d658,0.9219020511881297,199,0.5440995344469179,0.9233205839805738,0.9575329852658804,1,7,10.126823245899956,0
Johns Hopkins University,William Brown,Data Science Professional,2025-06-14,2029-11-13,ad91431aaac260ca1fe7486ab6ab46b6ce2a42297c71631801fe1f31fe7bcf8d,0.936904642287558,200,0.8660908761043553,0.8746717951948237,0.7381415597345927,1,4,10.3097526747564,0
DiplomaMill Online,James Smith,Project Management Professional,2026-12-24,2028-03-13,46b2e2f94f45380c7651514d32e6589a09a9ee839c7cdb0c3a4d5671c3066a9f,0.2023,-358,0.2141,0.6016,0.3132,0,2,3.22,1
University of Toronto,Jennifer Kumar,IoT Development,2022-12-20,2024-07-02,3fc129b8cedac46d347a32866bf4ac81f51735edf9ebb47d119b42ecb1314feb,0.8649653586625146,1107,0.44808389379334285,0.8912628816040492,0.7879146079473017,1,7,87.55686402548969,0
Columbia University,Susan Smith,Software Testing,2022-04-27,2026-09-30,6a18a6dd90a915baa79c5d959fc8684c28276d4f51b58ab9629563b40d894ca5,0.816657253755205,1344,0.9423891363648685,0.9932044675334402,0.8985628957664261,1,6,12.350116368264745,0
Adobe,Elizabeth Santos,Natural Language Processing,2021-03-25,2023-03-10,d9ce6a788feda0340d868c99021b9b38471f786cb26d1be0077fa317418b407d,0.7433011457877308,1742,0.9461054430507634,1.0,0.614832554448914,1,6,1.1365171994705454,0
Columbia University,David Martin,Natural Language Processing,2023-11-04,2025-02-27,19baae65c8041e6fea35f948ea6ef1bdbdca5dbc1b29d91047a7be06417cea49,0.8223270686419651,788,0.673934407449972,0.9268879202587019,0.8318429269363775,1,5,38.60201663393807,0
MIT,Carlos Davis,Software Testing,2023-01-08,2024-08-23,210b2e9f1d5a41e566f08107053dac5377695a4744cce814bd7ec0cbdda3be4b,0.7393945890517339,1088,0.9210611724610396,0.8596021168488089,0.8127123853386273,1,5,27.432290472449353,0
AWS,Mary Tanaka,Mobile App Development,2024-09-16,2028-05-28,bb74a062f5dfd0338ef9cb7020120c4692fccb4bc466ea951a2066c93b779f54,0.841593402995724,471,0.8936604619856316,0.9587650864051445,0.9213874554097068,1,7,9.58732855639736,0
Stanford University,William Brown,AI & Deep Learning,2022-04-25,2024-06-04,f68401dab4caa7b623d406c8f091d2025b8eda6558a78c1ea0497ce0f1ce70f6,0.899099701764786,1346,0.7949714800051786,1.0,0.9066879139087435,1,6,171.98559731382062,0
AWS,Sophie Brown,Computer Vision,2021-03-11,2022-07-14,07a519bfd18009e75b0b98ada0c66f992c5b0959048da898a48e344ed5a7cdfa,0.8100098327601584,1756,0.6818057973802915,0.9705471105137028,0.9842091206229093,1,2,59.03374846516734,0
Microsoft,Michael Johnson,DevOps Engineering,2024-12-24,2028-05-13,89ee0a8a2621ee4e0190d645cdcc758ba427bb4ad18f822f0d069e620d0b0619,0.7840028070067935,372,0.8392191353726411,0.9200757918678856,0.9517301025816017,1,5,53.30716878987365,0
edX,Robert Martin,IoT Development,2021-08-07,2022-10-28,4da2e143a8cb724cc4dcea9f31f7612b4851e666efad0823c64956db0eb55fe3,0.8028544299197987,1607,0.7170479953846814,0.9273740324675063,0.916947340715698,1,6,22.740144930830407,0
edX,Richard Anderson,Project Management Professional,2023-04-19,2024-09-19,b06af555a36bda6e044b6aa37fe6041ac18978ed9605729b4ceecacd1ae6e6a0,0.7427529902317539,987,0.7437220513436825,0.9313270349439875,0.980038438589864,1,10,16.98003620136614,0
Oracle,Mary Dubois,Blockchain Development,2025-09-18,2029-12-28,570e5f1dd175992c4d22d05dbfb0aa00d454d0c71cd62b36e2a32c17f2f8530e,0.7749370848625351,104,0.8878982673574034,0.8580231464085345,0.9340852437099789,1,5,45.93335100005019,0
IBM,Thomas Jackson,Robotics Engineering,2020-01-19,2021-03-24,c5a099d8bba3adf0d285b7410698cdff2ada0369d3d18d2ad182a4151d2e2df8,0.900767028454802,2173,0.9228536190403599,0.9348275660715654,0.8091598004005929,0,4,99.575524719846,0
ETH Zurich,Mohammed Smith,Cloud Architecture,2021-10-05,2025-07-03,381595b7b4d1aea5c9176af73f03d965d64d987ea1e6c924652d9c1d11fc1e9c,0.6218773891483291,1548,0.875830247663995,0.91631760689621,0.7361816364422908,1,8,7.767261158144969,0
Cambridge University,John Wang,Full Stack Development,2024-06-17,2026-10-09,09d25dc0470140f8867810829626913edb7e6901d5f2320ebda44f708e48cf6b,0.8900855035536732,562,0.7509605270783853,0.9551003421711015,0.87925446829532,1,6,17.153856727907794,0
Coursera,John Patel,Project Management Professional,2024-04-30,2026-12-01,4187a0db69deff9bdd6a6de6863d6a342fba953b51a38a68f9cbc3e729a27999,0.8413219982856187,610,0.7392140470635401,0.9469492700936814,0.7988353555952084,1,10,37.212193811592705,0
Salesforce,Karen Kim,Data Science Professional,2020-09-17,2023-11-19,4ae63e77a1a3471d9e1b22b20f5d1ead92bd7d2115cd246f7467a01ed9175147,0.8913117092746193,1931,0.6507611884855086,0.9010657619476121,0.9576265996718872,1,8,7.721493064257352,0
AWS,Robert Patel,Network Engineering,2022-12-25,2025-05-26,2d57295984856c3d8f47a53602ad1c3885743db6dbb4ccdcd609ae98570353bf,0.8923599115241754,1102,0.763895009075092,0.9895772444160333,0.914912911855265,1,6,18.179005575912043,0
TU Munich,Christopher Thompson,Project Management Professional,2024-11-05,2028-08-23,3ce40aa5b837a8fef2cccf6b5bd81f545fa1e66af4164d28a782aec263aa29aa,0.8113205603807695,421,0.7138874464555228,0.9198226023387476,0.9267706139697376,1,5,8.769780940442512,0
NUS Singapore,Mary Santos,DevOps Engineering,2022-04-07,2026-08-08,1b59a99e4a710e873f37ccacb66c1a05162e0ba4cadf6317fc9485d3e4ec3127,0.7583901965728113,1364,0.8921879423514636,0.9256183697570375,0.9886748477223412,1,6,35.14888666104818,0
Yale University,Mary Rodriguez,Database Administration,2025-03-21,2028-06-30,9e2c092efdf70cdec36133408c0284001be9d7fb09b45e777940a0df9e5f2dff,0.949038949795478,285,0.9503883059447393,0.902610131982281,0.960635942116091,1,3,56.45496215771406,0
Coursera,Sarah Dubois,Database Administration,2025-01-02,2027-10-20,99113825dd9fdce0da5b5a216e5cf02e4c85f9a74e8a556c7d13648be4c9dc86,0.587976416586012,363,0.6506621022237984,0.8680695524804672,0.894341087891122,1,6,36.00393257188975,0
TU Munich,Christopher White,Cloud Architecture,2025-06-22,2029-05-08,cc760cabd6b0ebd01ece8c2cad44add214ad7d5615f3d8b42200a6955fc3e847,0.9057761952379628,192,0.9566986455990497,0.9087355672596724,0.5514535374751292,1,5,9.141013579215503,0
Microsoft,Mary Davis,Data Engineering,2022-10-19,2027-04-05,a467ee801cfd09615ba657992f8fef4ed3acebce9bc8239961178cc3c337d305,0.44771752224194034,1169,0.8111705762853119,0.9381140728412274,0.9429939032641205,1,4,16.529699089239912,0
Google,Fatima Wang,Full Stack Development,2025-01-27,2026-04-17,5a91def17a9d609279b992c03b817825a09a94fe54394b63cb7ea86558e12542,0.7747290213734264,338,0.49644113117394195,0.8557922052676561,,1,4,39.73094307271705,0
ETH Zurich,Ana Davis,Database Administration,2023-04-01,2027-04-16,991b98f3f0eaebec21abc06a802b10e959f0fcc521863b5ff1e7cb8950b48ad8,0.9190782175661683,1005,0.7823218196301439,0.8156752710182477,0.7164534231974253,0,6,36.37780149365704,0
ETH Zurich,Yuki Hassan,Data Engineering,2023-01-12,2024-06-25,673d04ecc344cfd20fa47d587e819bc9c99cab94b20b5fabf6073fd9605a1c32,0.7136795028801368,1084,0.8712263904328842,0.8290826468952986,0.9610608200810073,1,6,21.36602111255507,0
Oracle,Mary Ali,Data Engineering,2023-04-03,2027-12-18,5227cbeba3d6cc6e45149ffe8a145b4c666f3540e5d2e9d611650eb4fb3964f6,0.6531619402962251,1003,0.7400700539841061,0.9578757725177917,0.7281727680732435,1,6,35.95839737921631,0
edX,Elizabeth Martinez,Data Engineering,2022-06-02,2026-09-12,5f65fb4a3cc4a28da27b0c8e2ca5396299190e1c40a3fe81ec959f01f1fc74a7,0.8038874450035546,1308,0.9006865167381052,0.9131099879888785,0.8200119523866872,1,4,50.15624504497887,0
IIT Delhi,Michael Santos,IoT Development,2020-03-12,2021-11-18,f1b8e518f3410714403a20e955f33c3e9dd1d804f0978c42b16d0d315710f3f3,0.8327525725100658,2120,0.9441311270578269,0.8438776744604286,0.9646139347508943,1,9,17.930129613389784,0
Adobe,William Rossi,Blockchain Development,2022-09-06,2024-02-18,f509f59ffabd3f8115888c73503e0478679165b8b57ca9b2df813f5a341cecc0,0.9220758661298682,1212,0.8741753854267842,0.9876449635571225,0.6383686446350274,1,5,26.414847236990664,0
PMI,Michael Harris,Quantum Computing Basics,2025-04-05,2026-12-29,c474bd833bd9fea1ef32cb99bd6e7a784333113e0b063c2bf444d49cf82cefbb,0.6313054502775924,270,0.9513794722666048,1.0,0.8386334524457641,1,5,83.3200734603838,0
University of Oxford,Patricia Smith,Business Analytics,2025-06-06,2028-08-24,4b78a80fcd2847db18302d561ddef4323bc5d48ff848c5f9a2b1ec39fdd7bddc,0.9428826130735682,208,0.7124384424310927,1.0,0.8013560479813299,1,5,11.118207177380771,0
IBM,Linda Dubois,Data Science Professional,2025-10-27,2030-03-13,1ea784dc66b2dbdc400960e7b54892ece45adfb851d7dc1321e66d1144917ae7,0.7181576950235262,65,0.7386525640315369,0.8562865194420365,0.8139187061353482,1,7,1.4792151360257404,0
IIT Delhi,Susan Martin,Natural Language Processing,2025-12-12,2027-05-02,87da8fee9cf76dbd8c7c841fa2b16fa624939c84e61367f5b5536acbd95baeee,0.8515102777856149,19,0.9000445326716766,0.8117947338775677,0.7097638157974538,1,5,10.011417652559794,0
Salesforce,Patricia Mueller,UI/UX Design,2025-09-27,2029-09-30,5f402d6f19a65d56c0e353ff237c0101276ccb3befc8e8496b3ee7b4639cfd4d,0.7145956457089149,95,0.8542779608871116,0.9304853157855855,0.858046575645233,1,6,9.726132150723439,0
IBM,James Kim,Blockchain Development,2021-11-13,2024-07-18,b39b8d75e60d7782a8d284660adcca4e1efe9be302315e37d462f2d64b172300,0.8037659825398232,1509,0.6603724921882363,0.9462951204452079,0.9160797933479012,1,6,40.82822202492852,0
Coursera,Fatima Martinez,UI/UX Design,2025-03-19,2026-09-13,fdcb3282e329354fa0da9aba1e4c6b6855334f8e2f1e80843c311ef35e96e26d,0.6470791406998944,287,0.835382740280237,0.8552969001665027,0.9018098720858584,1,8,13.875621603269241,0
IBM,Priya Santos,Data Science Professional,2020-10-08,2023-11-18,f02a333f6850ae0313796e923726c18fc8f071bc9df7bfe682f7a519564d834c,0.7368850721820565,1910,0.7998188590008007,0.9107508344973438,0.8589267099181604,1,4,31.78328946462137,0
Google,Priya Kumar,Machine Learning Fundamentals,2022-09-15,2025-01-19,8c5458a793900eb14bc54697f75ac21eb260457cd77e979569c6906265ec71b5,0.7683980393120211,1203,0.8752870567377536,0.8838833188074898,0.8631415262017663,1,7,13.434657569162262,0
Coursera,Ana Dubois,Data Engineering,2021-03-11,2024-01-02,052d8b8953b26b0935c78de8083d4320bb6719395457189d13508c4227d222ef,0.7790240610844336,1756,0.8809337044747472,0.9633497834936988,0.9634246012201316,1,5,12.305090069801574,0
MIT,Jessica Rodriguez,Machine Learning Fundamentals,2022-04-14,2025-10-17,dcae0f67b69883468370e1c996879081e332e1c25adb1b261a1bie65ff968199,0.2748,1357,0.2748,0.5963,0.5198,0,0,1.98,1
University of Toronto,James Patel,Mobile App Development,2020-03-01,2021-04-19,48362dadad2a5fb987670cf334925727b603899069c45826e3e5143d60361e87,0.3893979062703852,2131,0.7949523583917316,0.8091938351613444,0.9349675195751268,1,9,29.351211117044727,0
Cambridge University,Michael Thompson,Robotics Engineering,2025-01-12,2029-09-14,9446a22868b26edbce8c64d0510e48c213980ede1c41de6026271a74dfef759c,0.6948328628608929,353,0.8154208884577475,0.8684716654847645,0.7952243236074206,1,6,39.73658049265106,0
CompTIA,Mary Williams,Robotics Engineering,2021-09-04,2023-11-06,7caab0c45ef0d70438298de16338372db447bb89203f67d41de1bec5d8e79f53,0.795521127966584,1579,0.7816213676720162,0.89376041070394,0.9048684626852636,0,7,0.6412864472014332,0
edX,Sophie Kumar,IoT Development,2024-10-16,2027-10-06,b1b09f8f115bffe05b308b1e1e51af23e77f2002e239586497ac96cbdee53672,0.6648815670789108,441,0.8769228691678684,0.9466011216136393,0.8969413199999173,1,7,2.132025176088591,0
MIT,Sarah Smith,Business Analytics,2024-01-17,2027-06-01,c2ed74d9808f18018e01c25808e6cc137c62ad9c7d5550921043c2c11e6aa308,0.5352774175156338,714,0.948991893528465,0.9331507356482102,0.5470945533593639,1,6,25.626610563576552,0
Salesforce,David Johnson,Digital Marketing,2025-06-24,2027-11-17,93e891e37decef7463f4b943cca758798ee27a2abb40c94632b9e78d65f1e878,0.9773513468374173,190,0.7451000801663282,0.8467695710853695,0.7785264310729882,1,8,3.8484355533259467,0
Stanford University,Fatima Jackson,Digital Marketing,2020-01-15,2021-07-05,11b0ac72fb4417e7b4a0245a0440521a0e0922c52517f2edd01a3606957ed92d,0.9308946690286491,2177,0.8594796648644975,0.8761388992851797,0.6852495630513604,1,7,25.85106179443029,0
ETH Zurich,Richard Tanaka,Robotics Engineering,2021-12-06,2026-04-09,7a49b69e979f9657f24d29fc974d2216729c55aad9c262bc005df24d8a44a93d,0.7992240950867017,1486,0.9499479678045919,0.9007346204959441,0.7478158482402265,1,2,75.19090578351921,0
Microsoft,John Jones,Project Management Professional,2025-12-16,2028-07-17,7593847154ca5092659070da4acbdb379bcecbb8497845ddd4fa82887f24f099,0.8052789666702758,15,0.9583859296069417,0.8396823384419441,0.7410139662016063,1,6,1.592646901781261,0
PMI,David Miller,Database Administration,2021-09-16,2023-07-17,124577ddb084b221c8418866ec18edc1a6a114c887557fd54b6db0076061bc83,0.8806758482293141,1567,0.6105908266762574,0.9270124158741864,0.99228622064442,1,4,5.262020089293569,0
Harvard University,Michael Thomas,Natural Language Processing,2025-10-15,2029-07-24,8ea92bf37bb657ec6b765d648b464e042ea30a9bb671f87d019cfaa6230854ad,0.6815901960566634,77,0.7241998996507722,0.882135540566174,0.9376279007449854,1,5,7.808192601812583,0
Columbia University,Michael Thompson,Machine Learning Fundamentals,2020-08-28,2024-10-11,910948bede21bcbeac9b5d6e2f365fc802e2389a2d65216c270bbce4724233c7,0.6229079306879611,1951,0.8905252035252935,0.958083372128097,0.819055373087409,1,5,113.36056329601047,0
Johns Hopkins University,Elizabeth Davis,Network Engineering,2021-04-07,2026-02-21,df71bc6395d213247281dc22a557170ee4b79ea34465966e7da2e06fedaee2d9,0.9029219833928992,1729,0.959429114493642,0.9623287422408547,0.8124941922362684,1,10,24.610899434298783,0
Oracle,Wei Martin,Big Data Analytics,2020-01-17,2023-06-05,6f563fd6e6305da40f946eb90485198b5fa5f2b831405a54045ed125c780af73,0.9152472856019926,2175,0.9342521338868895,0.9368289047948456,0.7220066771918691,1,9,46.724123769461954,0
Adobe,Priya Davis,Big Data Analytics,2023-06-06,2025-08-23,638d5b932fd06561977ff50d173694afda483b295c10184d5ebbe1b027d1e5d5,0.8802058118473265,939,0.8459401472295924,0.9763355686937338,0.9105407430337861,1,8,87.32497622333817,0
AWS,Wei Martin,Quantum Computing Basics,2023-11-06,2026-08-30,e302eb1de1096fba8a0ea08d8bb1fb19967a996d6205ce5da6b3d10c3e84e994,0.5336848954021918,786,0.8649756420215903,0.8973532332875127,0.8585868865370834,1,5,53.271371564798095,0
Cisco,Karen Ali,Cloud Architecture,2025-07-25,2026-08-08,9e0fc1d6fd595e7c29d4cde2e5c31a75156d2d8ac316fd4810ca3dc6874e05e3,0.7706359881065353,159,0.9628003686275941,0.9593941053511938,0.9632629727507063,1,8,30.34972565841162,0
Coursera,Ana Miller,AI & Deep Learning,2025-10-04,2028-07-20,a6e349fcef762d1df7bd21546ba87d4ef0f996a5ea8effa951706ba3d6a55b78,0.7872383443708979,88,0.9639915964023024,0.9215181586288073,0.6507167564139964,1,7,30.190528377157225,0
Johns Hopkins University,Priya Chen,Database Administration,2022-07-21,2026-05-17,36563ddeba4f5df67e6117a671a12426aa0b1a7cb4f0749c042b658598ea8f81,0.9753662334812588,1259,0.9378754755340108,0.9488918949468574,0.9681799793527206,1,3,49.13735348269408,0
Yale University,Carlos Jones,Full Stack Development,2024-07-24,2026-01-20,d5bbe521aed6ac59d3ae68f2efdc9f703dcfb70799385008b2b7ad4018ce4f0b,0.8680892657433441,525,0.518742369582667,0.9341069163788563,0.955526645376003,1,4,17.00696377317617,0
Adobe,Priya Santos,Business Analytics,2024-09-11,2028-03-18,6d02ac8650a5737362da6de75633cf5867c28a9add56e3d7cad6a8d6f581d34e,0.9017520653444241,476,0.8471574878819298,0.9310442086299473,0.9099465941078686,1,5,4.981306215008427,0
Oracle,William Taylor,Quantum Computing Basics,2022-02-12,2026-04-09,dc259716d4e85c3c3e0481cfbae95be9509bddb1abaf568d538a8170b5069297,0.7214666607743161,1418,0.7396084530946333,0.9627874920377388,0.8056035732846039,1,7,18.228270818472684,0
Coursera,Linda Anderson,IoT Development,2022-07-28,2025-07-28,0abb4d7d9f91289378a9f440a7552a8a4e1660bd2e7fed50518cb475de4b2d19,0.7913748665608712,1252,0.9103160612876449,0.9333475284039634,0.783489034350658,1,6,14.83170163013926,0
TU Munich,Pierre White,Cybersecurity Analyst,2023-03-21,2027-08-09,723a98869cb221347964ae26cdaf640c1e29a01ff25daae57df7b5f93d79b8d5,0.7973465185796937,1016,0.9457219364128712,0.8890931155711133,0.8793926641382471,1,4,8.904171437151717,0
ETH Zurich,James Ali,Blockchain Development,2022-11-19,2025-08-06,b48b227884e452e5e4447f319526f0835b8917ad529f93b7acd23a3111068377,0.6732078062122072,1138,0.6910820761954335,0.9244351653448103,0.8487397636079516,1,3,43.51517739624245,0
Google,Wei Martinez,Quantum Computing Basics,2021-07-25,2025-08-15,6679cff2b9ed0f925b2a880e0e4cda7561db0d2f7eb52f648c6b918f9ad9588a,0.909777309486306,1620,0.9334460767065952,0.9337072815491272,0.9896365122571745,1,7,9.019107531539245,0
Oracle,Yuki Martinez,Full Stack Development,2024-04-22,2029-03-05,81a99a3479a5078a22fe1400a77c14086e5b54936cb49ce2ea4e5077de6f5827,0.8916368527002653,618,0.6874435256921823,1.0,0.7548661626567986,1,4,18.033843182038904,0
Stanford University,Michael Jones,Natural Language Processing,2024-07-03,2027-02-15,20429a1dbcea89f0627a758336006603bf7716fbce781a65f7e511273b6024e7,0.7890920335829547,546,0.8013034982443535,0.90771937983563,0.7008944336387563,1,11,17.01414609807141,0
CompTIA,William Kumar,AI & Deep Learning,2025-03-14,2028-04-03,0677afbacb3bd82094ec20e822946dbe217f41c9be328552a632928d444b4e29,0.7995221291777207,292,0.4918471492513648,0.8772692894690001,0.9075016539631324,1,4,4.768039078022171,0
Cisco,Mohammed Johnson,Software Testing,2022-06-13,2023-08-30,54b8f6034a8609c09987355b225da9546e6db6f3a9caac8afa21e0d9da71f30a,0.6579398896667167,1297,0.9661167104921746,0.8860838140304635,0.8445749392997691,0,5,14.086753939618132,0
ETH Zurich,Barbara Anderson,Cybersecurity Analyst,2022-09-12,2026-05-28,88f2ce89e91ba1b208776ac3029c54cac5c01ad58e9503f0e76b377151805852,0.8038464136683205,1206,0.8380764460935584,0.9520533288815067,0.8580669996038632,1,4,34.546347568129505,0
Udemy,Joseph Mueller,Software Testing,2022-12-30,2027-01-12,6a0056fc8a2823d03400bfb80e88c28431d25fd66bd22d8c53260d64d84e7e36,0.7248679857408595,1097,0.648866253238593,0.9050893193295774,0.5017412765147089,1,7,3.531598008805828,0
NUS Singapore,Sarah Rodriguez,Natural Language Processing,2024-01-06,2025-04-13,44fea44d2b6fc37b16061e10d73386e926495ddfb69eec2863f3f7dedf5539f3,0.8482973660679778,725,0.7285628678717165,0.9444619887706178,0.9921970580214587,1,6,70.78999474464823,0
FakeUniversity123,William Martin,Digital Marketing,2022-07-11,2025-05-10,362ca24ecc02d02332f029d17f2308e5a37ac7b7e67ce6fd72707571185774cb,0.0896,1269,0.1549,0.5527,0.25,0,0,134.25,1
IIT Delhi,Christopher White,AI & Deep Learning,2025-05-01,2026-06-13,d206650865c7400dffeeed068d7d41186d24ce07f1f2a06e466f8de6129da2bd,0.7108283482076567,244,0.9669773487787372,0.9061226716069478,0.9603576616848244,1,6,2.1658404802367044,0
Coursera,William Wang,Agile Methodology,2024-02-10,2025-03-16,1e878aebb6a555f42b465190b76b3dabec81fe1798f231920dad6e4d5222d67c,0.5387332964111262,690,0.853148908392655,0.9366690457907906,0.8670215966958464,1,7,1.0859037728204073,0
Adobe,Jennifer Chen,Computer Vision,2024-08-16,2026-07-14,5837f1ebe042fe995ea7e1b34b4b77f7a747d2ebc9f95d7292e4c59d1b05d7f9,0.9650390930144637,502,0.6986715166083528,0.9045458169014668,0.7948519438069285,1,8,6.138196451619562,0
NUS Singapore,David Jones,Big Data Analytics,2025-03-28,2028-11-05,8404ca91566836b9df6d6ccbb7cdcbba3cbc82fee5eeb850ba33ce714364e4f9,0.9561351384927114,278,0.9334921374561473,0.9074564830900689,0.7678333625872774,1,10,17.200253624946527,0
Google,Elizabeth Harris,Business Analytics,2022-02-14,2023-07-01,1c786b4fb969f2403d484310b175cdd40450982d5504301c990faee19753b048,0.740610094056975,1416,0.620326994738873,0.9077347069158254,0.8869967819790454,1,3,61.62670221007235,0
DiplomaMill Online,David White,DevOps Engineering,2026-02-03,2026-08-05,1c0f44d7b03b5503f965c4b7685ee93b0ef4adb59537c5cde98e8d5a9a4c695e,0.4332,-34,0.1412,0.5964,0.1155,0,3,20.83,1
Yale University,John Wang,DevOps Engineering,2022-03-02,2024-12-23,bd185879dc2a676035b80b0086df3a068a11018a675332efcbde5f00753ed098,0.5769101080365907,1400,0.9322493303989531,0.9619777243622316,0.7239327469669785,1,4,2.5150099478092693,0
Salesforce,Joseph Santos,Data Science Professional,2021-04-15,2022-05-12,ba30e7b57d48128e587eda293193fdc14df1a570ba6bc9f4d63a929be8f80a3f,0.9108252391680807,1721,0.9638263692516781,0.9104878470067046,0.6131816444255558,1,6,59.029132929818935,0
Columbia University,Richard Smith,IoT Development,2024-07-22,2025-07-22,410f4e94ff04e3dc517001fcf978859835616d97a3e4089e1cd5705104217821,0.9123899951101947,527,0.8594411237547579,0.8532569691898134,0.7083520739596058,1,8,3.747711317934143,0
Columbia University,Michael Brown,Machine Learning Fundamentals,2025-08-05,2027-09-26,e489e0ef750405900ccc8bb0522632201ef4382f317bfbe06501b584ad2f3e8d,0.4625939820166794,148,0.9538976490249075,0.9262124036405,0.5909609003806277,1,4,19.622128139660987,0
Cambridge University,Robert Taylor,IoT Development,2025-11-19,2027-05-03,277ec17cb197aeb6765b50d3364d922a2a5c761e3c0f4cc0de588b00fd2e29bd,0.845242775400417,42,0.9321149917628069,,0.7271363971693677,1,5,78.03472239433742,0
Microsoft,Carlos Dubois,Software Testing,2025-05-03,2029-04-30,20707696405fcb464dd67e7b2888fd3bade02158edf947e877f03570cee65a38,0.677162997219442,242,0.9109530701252015,0.912031685702378,0.970617347221893,1,7,13.696130322235886,0
Yale University,Thomas Thomas,Digital Marketing,2024-06-30,2028-04-12,8d5a706bcc7bd5a65573044971635f8df3bb641746ffef151716714721aa92c7,0.7268611886018679,549,0.9932328123663041,0.9392753188485388,0.9379782471374778,1,4,29.484702365834973,0
Microsoft,Michael Kim,Machine Learning Fundamentals,2023-06-15,2024-12-05,efbfff155490c7edbe74a9ac4a72f333509f898c885b4ee26107c9cb9d01a691,0.9167041385860266,930,0.9070115642931114,0.8741603280820154,0.9860076346168434,1,4,3.3339611354395062,0
Stanford University,Thomas Hassan,Robotics Engineering,2021-12-28,2025-04-07,08eb136a96a9a269045ea2ca984d9f780f7eec3e364c6fff40cbe976c59b0f1d,0.8999534605283016,1464,0.9772429537432774,0.941614410431678,0.8828223735692491,0,9,60.98377826310214,0
Microsoft,Wei Rossi,UI/UX Design,2023-05-29,2027-09-04,44c3d13d1c145161a310576c95730ddb7e6c4a86e0c97d5cf33abdbb522e4731,0.9519606441213729,947,0.7901453756375311,1.0,0.7858909021775975,1,6,8.197952922806547,0
edX,Fatima Davis,Project Management Professional,2021-02-08,2023-05-15,5a907fb8bf2f990de2fab31c161085f8129a8baf51f109c705b24423d007e28e,0.8519901153004616,1787,0.6267525750068115,0.8686890180627487,0.6853482745540275,1,8,1.1488522710810682,0
IIT Delhi,Arun Johnson,Robotics Engineering,2020-11-08,2022-12-11,55c392d0aa7c6622b6d20718017cc02261822e3c66bcad434685c6808d780a28,0.4653719583689846,1879,0.8818777802228622,0.8507297414350361,0.8615669771251632,1,9,33.22221938733338,0
University of Oxford,Mohammed Rodriguez,Computer Vision,2024-04-14,2025-09-26,721aeec7dbac607e298e37eddb59f58873cb7903665a3013e9cc1d7d2ee97f9c,0.8222335827649897,626,0.7893852868564093,0.8664307268073449,0.8675619662044946,1,5,31.37880139186585,0
Columbia University,Mohammed Williams,UI/UX Design,2023-08-15,2026-08-16,dbfe2b7040e2dde47ab42fe18dffd0ff5235a1113442e28ee6dad4d0d58f6d52,0.7514801422049308,869,0.9555140789766465,0.9401200793594915,0.9827016219700083,1,3,5.4102348505922375,0
Salesforce,Pierre Thompson,Network Engineering,2022-10-05,2025-08-10,b2eb9e620c76b16d54855939dae2f2d5893f0af5ddb914a235e6f655ffc5ef2f,0.9069428996903276,1183,0.9919109717040099,0.8766557707558267,0.8608588365014598,1,5,38.59920273084703,0
Cisco,William Smith,Mobile App Development,2022-02-14,2024-03-21,fa9f1ece651ce21f044d20bf0e24ef6f9f0791cba7c6d4aa381deb90dbecf29c,0.7832274906592229,1416,0.8379176975580065,0.9036164475395662,0.9400930907927163,1,7,115.86259983665651,0
Coursera,Priya Kumar,Business Analytics,2024-10-29,2026-02-16,5664d7b6ae44a07bcc903560a073f07f0f0909c711a08aa2800a3e14d3cf3445,0.9693941616559151,428,0.7567218900416253,0.9035443439162743,0.7910856841280385,1,3,58.65329243680627,0
Oracle,Pierre Wang,Natural Language Processing,2025-06-12,2027-04-01,389b63cf2b2a1d97060a77c7b68478a68fa0b32e354e2da202689e036a9025bf,0.7863682613019326,202,0.8754884322317769,0.9584929593525241,0.7713208076525387,1,8,17.62328686447914,0
NUS Singapore,Yuki Dubois,Agile Methodology,2023-03-02,2026-07-15,364a8458560c3af575869a9f792c2a553cac96fe36d6d910e8ad042c685b204b,0.4814680704515887,1035,0.8399259838076498,0.8396996161230149,0.7353908087284998,1,8,15.788602727985058,0
IBM,Joseph Jackson,Data Science Professional,2024-12-11,2027-04-30,225bec562fa47d2089a9f627666ab592a0817cccb520e545d8df03d2e44ad1d0,0.8536767665648785,385,0.9783997141910491,0.9375786565562557,0.7908524975509073,1,7,4.583405817482531,0
edX,Mohammed Chen,Cybersecurity Analyst,2020-11-23,2023-04-21,e8ef27807981f066ed54aed64d04bdf5495b82e988190ef724a528531e96b207,0.8601335242412365,1864,0.930579772626571,0.8354395081185058,0.8490150532471226,1,5,54.34357759054074,0
CompTIA,Ana Patel,Digital Marketing,2022-10-28,2027-05-09,f588cb4e303ac846b9f542c0354401f1dc9bde7e5ff27688911505631df6aefd,0.44323046277467837,1160,0.8116506909505588,0.8971571589912143,0.7813159727253618,1,4,7.721183959912017,0
IIT Delhi,Mohammed Martinez,DevOps Engineering,2025-08-28,2030-01-07,8848da7ab6aecb3ff649386c9c579e891520ed6dba7ea9a9b0bd0ec5a86176a3,0.9005292097837949,125,0.9677896893868608,0.85264043043938,0.7516136550647975,1,8,83.7209116607032,0
ETH Zurich,Jennifer Patel,Cloud Architecture,2024-03-05,2026-05-12,90e54f2ce052ae380e5d8a7357f24f577709def3680a61ad19376a2bffd208e6,0.7022969900726084,666,0.7446936074442119,0.8992010368415156,0.8869167571589204,1,6,8.151389062112068,0
Salesforce,Richard Martinez,UI/UX Design,2023-01-13,2026-01-11,9c8053ef145162831db431289a435aad9d24531ddcea284d43ca231a9bd69739,0.8019698105760238,1083,0.9562394937906233,0.8842368253118156,0.8960332111765226,0,2,12.825053904852492,0
Johns Hopkins University,Elizabeth White,Full Stack Development,2025-12-02,2029-04-09,df81705356e47b4004e886669940ce46cd38c27fd6d298d76fdf93fc2c515198,0.8218853218704155,29,0.32049132971604083,0.9264290648408409,0.7421321569775303,1,5,20.612758687530754,0
TU Munich,Karen Brown,Data Science Professional,2021-10-25,2026-07-15,091445dd9198eb7a7b7c88211ba3c2cdf96d1dfd153daf89ce1ac721966892a0,0.7174102614323143,1528,0.9881391525874298,0.9110203216911046,0.9644490315811588,1,10,13.084081231740855,0
AWS,James Chen,Big Data Analytics,2023-06-19,2026-07-11,54d7b53b465b6dcd55bdd7c4c742f27b535259f2466e2a176e393e5d0603ae19,0.7631866088814331,926,0.7631317805821545,0.9732651327286596,0.9383115388733068,1,3,23.843291561325135,0
Stanford University,Karen Brown,Full Stack Development,2020-06-26,2025-02-13,f787130bf231e30adbd3b02cadfb5cb4cba80387d2cd7c1cc758e182e0fd19f6,0.502237785812413,2014,0.8393064098242428,0.9351900619402626,0.9141849010838522,1,3,117.45485529090378,0
Oracle,Sarah Ali,Quantum Computing Basics,2021-08-28,2024-07-23,b9e93c2347e9220c2df162dfde0d66d0d7fed74e379eb0daed7883b6c5db49b3,0.9568557119859796,1586,0.8643696985221742,0.893978465475527,0.7190126025980963,1,6,3.1721954304108744,0
InstaDegree Corp,James Smith,AI & Deep Learning,2020-05-05,2022-09-13,5b0f76929b19b4b8d0a6a80bc11834c79c6fe715f143998cfd3dacd447888768,0.2728,2066,,0.6425,0.1627,0,0,11.09,1
Coursera,Sophie Martin,Project Management Professional,2024-12-27,2029-08-04,0223159fbc49aa355f5cf5b2ec768d379bfe204d12523ed2c1c570e13ed1c02f,0.7781467431554485,369,0.9456527693833567,0.9004762501528055,0.9422614846455072,1,5,41.36291256320361,0
IIT Delhi,Elizabeth Anderson,Mobile App Development,2024-12-22,2028-03-15,a4cf235e0207438084bd9e00b4ce2de150ded2726c8e325aa27baa5af18cf700,0.8580108891540184,374,0.8568549720123835,0.9654136666310406,0.9881941899666874,1,6,32.50059169899438,0
TU Munich,Pierre Martin,AI & Deep Learning,2022-03-18,2025-06-28,489f590d2dc7ccdad0e36ec95dd6b50f6ac6a4f1bb2f46ce40af24b40ef036d6,0.7509528691236488,1384,0.9415551374573893,0.9188780283569353,0.8492551807553325,1,8,10.204724469044537,0
IIT Delhi,Jennifer Johnson,Natural Language Processing,2023-11-25,2026-07-14,07c4d4a8f3b781d37570f8aeef7c7bd81d28add9ae251767031fb9a212e133d3,0.9595924534755647,767,0.6902685526444171,0.932882317866698,0.9536428282095389,1,3,103.65203751849256,0
IBM,Priya Ali,Machine Learning Fundamentals,2020-04-26,2023-04-16,dacd2205b7d5a5a65b5f9dcbac815463b31fb70eb5e8d10c7dc663410b11bd40,0.8076171080454261,2075,0.8850616482365279,0.980533792616775,0.7482477923164982,1,4,0.32547563640293353,0
edX,Thomas White,Data Science Professional,2023-09-08,2025-07-12,6250cdcee48c2c0dfdf1057298f4c688ddf5821b9d53281b9cca6cd71a7fe49e,0.8500439781887683,845,0.8722667327779468,1.0,0.7804524967052555,1,5,21.05196687224566,0
University of Toronto,Robert Santos,Database Administration,2024-08-14,2026-08-24,8985a16f4c3d86aa3c89b9e5b8ec2ff1824715df4ba823043201a5f89c9a18ac,0.8616033349813131,504,0.3878749526801797,0.9029871806588016,0.8342765726183025,1,5,136.52616515502797,0
CompTIA,John Jones,Business Analytics,2024-01-20,2027-04-02,a10c3ff4ad8c65fbc88641383e5b81bb5e874ae6e96983535a8e22aa3b9a9238,0.8501599461030208,711,0.7292536837465932,,0.994650080070722,1,5,1.7623952398297358,0
edX,Priya Smith,Database Administration,2023-08-10,2027-07-25,94f5acf2e3779d457711ae926b41f9fdc6a483240058e74692ad3d0b328ec22d,0.8032418518853843,874,0.9214594578059524,0.8407207838957833,0.9836674720640594,1,8,16.341727774963037,0
Microsoft,Arun Martin,Data Science Professional,2025-12-19,2027-12-17,89d0a348bfa17bdf49078b1d17cbe8b0d103ebe6c0d70ba1d849330f24bdc4ee,0.9061695052469266,12,0.8702592629658695,0.9706230647643614,0.8182733348453793,1,8,0.46940044109489154,0
IBM,Mary Rossi,IoT Development,2024-12-09,2029-02-15,19b890e1ec5b5cdc399a010d60d1f12e8e2353e2769990c6a40a8b90bc4942da,0.6024255869809131,387,0.8503261187713029,0.8867732535178894,0.8301206904002276,1,4,14.909167814664016,0
Johns Hopkins University,Patricia Garcia,Big Data Analytics,2022-09-26,2025-01-23,22f588efd9e5207d629732a4b9e104d54f1019ba6d356aad3b9797aa51bbbb1b,0.9150067022856826,1192,0.7556678808074426,0.8179508781699782,0.8864547648760445,1,6,22.225916946136685,0
Coursera,Thomas White,Natural Language Processing,2025-02-12,2027-10-10,58a8388907eac7f2cdf42601511647ab5de127d4b420e9525095d0636501a89e,0.8650274203211683,322,0.8466319880384964,0.920201179002321,0.6410643082920622,1,11,7.26506122079986,0
AWS,Priya Smith,Cloud Architecture,2020-02-17,2022-05-17,0f979408013bcfb02e437c6ce7d064c4f4bab2a788718562fd21162c5194eab1,0.6965303930734214,2144,0.7643820124638249,0.850224131553587,0.8451784077920743,1,7,24.004922614730027,0
Cambridge University,Barbara Garcia,DevOps Engineering,2024-12-03,2029-07-05,b12766e894d2ee949ae410a5edeb509160a151a9c091f3a0946112cb43e1be65,0.5663338223645407,393,0.6397911874593081,0.9148850518505479,0.8930442896756247,0,7,62.28953165837244,0
MIT,Joseph Ali,Natural Language Processing,2022-06-01,2025-12-07,edbcdb170365e1c4357d1ffafd6039b0dc2f5b1a13e34ceb35533d2f1faeac94,0.9581126140883669,1309,0.5026733615492308,0.9472780695728921,0.918218724073988,1,11,16.143940257854968,0
Oracle,Thomas Santos,Natural Language Processing,2020-01-26,2023-06-23,46dc6a8dd2a93ab37364efcb47e940441e78870f830eca4d85209dc7f4987dce,0.6109944280635337,2166,0.8290279256853704,0.9594388404282084,0.8718729651964382,1,2,7.832426047827269,0
IBM,Karen Ali,Project Management Professional,2023-04-07,2027-11-04,11f4ad83eddfd8c6dfbbc081f89c7611d46741c9f9c9c1ab16b9e127d75e9362,0.8808851391452409,999,0.9469287336981371,0.9511360812404551,0.9547707327723968,1,4,7.612197823062939,0
University of Toronto,Priya Martin,Digital Marketing,2025-02-15,2026-11-18,367f188b3fd41d374d0a5eb6fc18a882fed2ca4ea7bf877a88b2d6e38502d95c,0.9365450513786441,319,0.7629704773959192,0.9693627868470275,0.8579691622707568,1,6,25.926332461482797,0
Google,Arun Smith,Database Administration,2025-10-15,2029-02-06,6f49b83282678edc7bacaa8cc9283dc21f4b521ec9a26d4ed900291f08c3ab82,0.8650638411712673,77,0.6482390817877156,0.951534038158127,0.9879057437026871,1,11,64.97924722035359,0
AWS,Michael Anderson,IoT Development,2022-11-02,2025-10-16,3e37e3f837b673545d9772b181e8fd5c51c91c77996f2e079187f841de3df79d,0.6699462581629635,1155,0.6723858026066554,0.8720452412048416,0.981492514159828,1,5,51.68280813695334,0
Microsoft,Carlos Rodriguez,Full Stack Development,2021-03-30,2024-03-25,2806eab18e4cc74e0af95bffe3eee54cb4f6fdee2f0d0116ba972e61ae5c15e0,0.9606207534961922,1737,,0.8131618906045911,0.9890543006312315,1,7,30.31096437393756,0
Columbia University,Sophie Taylor,Big Data Analytics,2025-06-16,2026-11-06,ca843ec668ea59e0d5f001f3187faba0ee5c02d2f0eb40443ccc95cee7c36008,0.9169535989562982,198,0.8534323143138635,0.9479811709443744,0.8322994330607373,1,5,113.00306550012034,0
NUS Singapore,Sarah Jones,Agile Methodology,2025-08-25,2028-04-08,c441efc7c8f01d6b9f3a3691b0aafb670c9907d28e632a0c579ec7ce1f5ec5dc,0.9945472942318008,128,0.503610264427521,0.9051755773198376,0.8982892479430867,1,5,70.45692718838639,0
CompTIA,Wei Mueller,Digital Marketing,2024-10-02,2027-10-05,fe88231ced86d9d081a8428455060c8c47e3b2e3a5272613199d2dc4f3b8861e,0.8157260160908615,455,0.9540740575188823,0.9316676599034932,0.828797782673164,1,5,20.964687697566077,0
Udemy,Jennifer Patel,Business Analytics,2022-05-13,2027-03-16,a0b1b31360a45ee6ceeb80a9fc8a35595ddaf2c044ff1adec43e60aeec887604,0.9124291580950026,1328,0.7731259126509921,0.8899082447310932,0.8861600833835417,1,7,44.38640950865555,0
ETH Zurich,Arun Patel,Natural Language Processing,2022-09-28,2024-09-22,4a41d37ad12cb51230739c78b29825310e78c5dd05afcccf73c2b0c27ba28c55,0.7224023397830178,1190,0.6927142629118764,0.855320982244087,0.6811588072590269,1,3,4.646934519788596,0
Google,Elizabeth Chen,Computer Vision,2024-04-06,2025-12-20,3896e681b530cd6f4bfbc050fc4c9d7e35eecc4d1a26de46bfa35f1988f0ea48,0.9141475667910562,634,0.9101484753617506,0.9308995140106369,0.9066472939218084,1,7,18.58861585640597,0
Yale University,Barbara Dubois,Robotics Engineering,2025-03-28,2028-12-03,f13d335ae9fcefea16eb726da359ed214fe29ee5ca840d55fd3e4e79e6fcf643,0.6373669678609256,278,0.9237330147875401,0.9200443805898194,0.7897160715607509,1,6,0.2372169596129985,0
Cambridge University,John Rossi,Business Analytics,2020-02-19,2022-07-17,9bbe2e850480ca7f7d6473459c04988750bacbb9f516e462407d114890439dc9,0.6267127671960843,2142,0.9532369949724343,0.963367668945944,0.9612861850058204,1,8,29.70582340977704,0
University of Toronto,Mohammed Rossi,Machine Learning Fundamentals,2021-02-18,2022-10-20,66285565dade7dc715878c2742c79a6f0f773f6e420bcc930bb5023e2a3dfcac,0.7352794652702956,1777,0.9602972920662705,0.9595200906937573,0.9816246626696213,1,6,34.58190247339133,0
Stanford University,Karen Garcia,Agile Methodology,2024-02-24,2028-08-01,c39730d9f7ec758eac8efb0a6de50f9c7078b3ddd7241355143f82a6fe662a8b,0.625264537898309,676,0.9489896798129392,0.8244645741416015,0.8687944970419395,1,6,84.98148972433444,0
Cisco,Linda Ali,Mobile App Development,2024-09-28,2026-10-09,9206973d0feef13368069a95f29516a8d3cc6b4cedd6ed645ab78e88d4d28290,0.8225305075983271,459,0.901111417655266,0.9692094753616428,0.8920389397583555,1,5,6.119862263495124,0
Udemy,Mary Johnson,Cybersecurity Analyst,2020-02-17,2024-01-05,d5faf50da27bcf226989c5c1e06b5afc34c8e82bb1a35202796d0e63e168e8e2,0.9213594060567651,2144,0.932145498080639,0.9510968165112803,0.6769283129627387,1,4,23.861517374218263,0
PMI,Richard Martinez,Agile Methodology,2021-01-14,2025-11-08,09975f8c42bc89a2c885c8d2b0012503fef8bae7e44a29222b409f2f707dde66,0.7734107935286803,1812,0.7327242505371665,0.8877701267393484,0.8848330928387887,1,5,12.109292892308748,0
ETH Zurich,Pierre Smith,Business Analytics,2020-08-07,2023-09-16,6c2f34d7b2cfd48f940e85b5d8a9cbdc8ebb5bd203efc280ef4d09629e57d7ae,0.8606038973303939,1972,0.7001753238829014,0.8633925429641998,0.8932675775902269,1,7,17.8886842945246,0
University of Toronto,Joseph Thompson,Data Science Professional,2024-05-07,2025-03-31,ddf3473c5bb875b97cb1522e45ce8ed6ed4776249bd0435393a4ed5da40efd0c,0.3653,603,0.4,0.5463,0.25,0,1,40.98,1
Oracle,Susan Johnson,Blockchain Development,2023-11-15,2027-01-19,eb605039943eea2e8f7b89ed5894a415161482562c9935b3099dd8f1be12f421,0.9177733796610251,777,0.9704867452874564,0.9187863602080191,0.9321150134482016,1,3,37.55237944183389,0
Yale University,Sophie Chen,Business Analytics,2021-06-24,2024-09-05,dea82687dc2d0ea5b9fcf215c682c6af0d82e4345a79294f90d4c86bc9b2d17c,0.8312768231438185,1651,0.7037046033565091,0.8710430317987438,0.8387941136961407,1,7,13.626906173876252,0
University of Oxford,John Thompson,UI/UX Design,2021-04-13,2023-03-06,96922886ff72c804da49848a311496bc21b244a53bf31f297c7f40ce453d6de2,0.8110949510197943,1723,0.9430259813363453,0.8603352262697328,0.9543358574197376,1,8,45.03010538125137,0
Udemy,David Johnson,UI/UX Design,2022-04-05,2026-03-12,9e5de5aa8fc5ad1d1264c0d908d20100426d75751b870254817ad39b71c74be1,0.6035243817033975,1366,0.5927233659324307,0.9004884653847428,0.9448054574383631,1,7,18.725717818802927,0
IIT Delhi,James Ali,Data Science Professional,2022-02-11,2023-12-03,aacbf96df57b1b9471f5f2cf86a9a88d0ed1e61b79e3ba5f97da48dd03a9e228,0.890694592674288,1419,0.7359586581117785,0.8458365216078583,0.766583397506037,0,6,63.14182760977392,0
Yale University,Patricia Harris,Mobile App Development,2022-08-17,2026-08-08,60fd5c5345fe2f6d018944815530287ee88fd3ed5ab671943bdcd215ecd98b3f,0.7044353738372515,1232,0.8709818920715635,0.9074645225794666,0.9781125834316948,1,8,15.48929406014901,0
Google,William Williams,Data Science Professional,2021-08-22,2026-08-15,2286e3b30ceb6cbcb04deb1246cd38de202461a7699f6efbb38fa1487e0705e9,0.8864026980142262,1592,0.6613463055252918,0.7917489601826058,0.7633577850295695,1,7,23.447912388785053,0
Coursera,Arun Kim,Natural Language Processing,2025-07-06,2028-10-05,15f14e4649c26d6e5f0d597ead63e438ef35fb9ca0c9b2c84c42ebb06a2dd6c5,0.6593561013999665,178,0.8619563870542597,0.9272332223528399,0.834403941195089,1,8,5.232359856121345,0
edX,Robert Ali,Big Data Analytics,2020-07-29,2021-12-07,d9df593d6c8eee006ff1bad30546811bc5380a6bc4b908188da64802b673a996,0.8528609551374539,1981,0.7738035937359141,0.9569215602344037,0.9688056487045209,1,10,76.27882886313513,0
Oracle,Wei Brown,Software Testing,2021-05-13,2022-08-10,88594dcda400e838f7ce42bfa4f07b1f4ef6f6693c0981b5199cbb4a429b04a5,0.923079158244584,1693,0.9082264244965402,0.8779543119584511,0.8572496332351874,1,5,58.399045299753055,0
Cambridge University,Jessica Kim,Network Engineering,2022-06-28,2027-05-10,49b5a8c5577eccb247ff23bd5e30cc308bd3a89908476b143a45caa6a05cdb06,0.9228344376515426,1282,0.9534713923291276,0.8948695531543331,0.7098286715429307,1,11,33.753404115028815,0
Yale University,Pierre Dubois,Digital Marketing,2025-05-22,2028-01-10,75af90b3ed4f3b5aaaa7e6e3649b1d5c3fdc1da7b2503fb077bdb4ed61bf8374,0.5588784211903127,223,0.8535742466228216,0.9314686441133456,0.8913041168382998,1,5,0.3006708914976218,0
Google,Patricia Tanaka,Natural Language Processing,2025-02-20,2027-11-01,85f7351fe2db9a9f0d16f08ba891ddfd17159af7137d9c3bf74d474b3f99a9d2,0.9112644412004213,314,0.8714705423970797,0.9070474239918914,0.9540549000032673,1,4,38.9639348160655,0
Microsoft,Wei Brown,Mobile App Development,2025-05-20,2027-02-01,83529d98d8c557a236b85dfbdaf492e1d6f8b17e272d7b51ccf49a333e49e51d,0.8445966783975295,225,0.8002391429207616,,0.8972078504397636,1,5,19.53054981261395,0
NUS Singapore,Susan Martinez,Project Management Professional,2020-07-24,2023-04-25,c6ef87b04de2e10e27c8574bb8d87d408d9f9cecbcd9d400132ff2b21bf6dedb,0.6559813572613319,1986,0.817286705802473,0.891035466834504,0.8794552285882055,1,5,2.6022305819991174,0
Google,Richard Miller,Digital Marketing,2022-09-29,2025-05-11,a86135d3a9393052107af294ef83b1310f303cd87414adebab47ee8701c97a88,0.9230541524540521,1189,0.9122599512880597,0.9724829205958301,0.8631853076705648,1,2,29.73059079828935,0
PMI,Pierre Kim,Cloud Architecture,2022-08-16,2025-11-25,849beddd41fbd6134450b03544f3e6a738bec9ba8204fa3b883e935ba18a4774,0.8636322642715639,1233,0.8870426185990331,1.0,0.9131139208965927,1,8,46.747871535857755,0
edX,Fatima Tanaka,Agile Methodology,2021-06-24,2023-10-23,ab7df0caa53cddb580d0a84ac46ca4071ef93bec3399549a0caa92482c90df2f,0.7693964640097785,1651,0.8466601259891039,0.9737759794782159,0.9466151017117753,1,7,12.321507787892903,0
Oracle,Mohammed Jones,DevOps Engineering,2023-05-10,2027-09-15,870636f833eb9d201495e3f1159aef8c7496d4dd1631b9062c96f602961030f5,0.9439317500129859,966,0.8276392877930098,0.9453023554155636,0.9001066871057867,1,8,6.491288015000221,0
edX,Sarah Davis,AI & Deep Learning,2024-03-23,2027-11-30,2a7ae7db7f97308918b3b74332a59aa83fb81da5cb236916a107f95eaddc7234,0.5449367109869936,648,0.982448628194643,0.873422635374041,0.9631937326349627,1,2,49.89508482793252,0
IBM,Yuki Kim,Database Administration,2024-01-19,2028-02-27,c00fa80f67ba144ca7dccb657b32acc3014016124751ddf50dd7fada7d80f285,0.90982560889563,712,0.8864915536647571,0.9689534138770008,0.9089137784392579,1,7,28.816678271917127,0
Adobe,Mohammed Davis,Machine Learning Fundamentals,2021-10-19,2024-10-25,a3f3c10793673bad329e0cde3a8aca2baeb66ab4b1251af22d1944072f48089a,0.6392962146760461,1534,0.831654798049406,0.9239643151891469,0.9045716900008973,1,7,18.74742120343206,0
TU Munich,Priya Jones,Quantum Computing Basics,2023-08-05,2026-08-24,4bc9b03439ae394eedab83b19da589134c819f9cb094ae5e2a5b05437254fdba,0.9620138724843551,879,0.5515757994457773,0.928992270936403,0.9265239557975539,1,6,74.78099530612924,0
Yale University,Elizabeth Williams,Computer Vision,2024-04-01,2026-03-15,46e6056727097c8f7afa353ede9a81b770d90cbfaef2c5023a4ce169abf32c1d,0.8208348695933236,639,0.7139826771868859,0.8922275884751356,0.9307618140204817,1,3,40.621510829898,0
Coursera,Carlos Wang,Business Analytics,2020-09-04,2025-02-11,dceb7a07b9c946dfc61d7d5efdfa611fe45bddd99a8670379477f3a9bd2860f5,0.8276832066690465,1944,0.8824146861732305,0.8332904639269115,0.8532548122139975,1,9,57.055123851821385,0
Yale University,Fatima Williams,Full Stack Development,2024-07-27,2027-11-09,ad8cbf942c27fb856f31b8ba752aed5117caa134fd95c76fa764edb9f33be74c,0.8242381927962863,522,0.869578207966771,0.8979547606885753,0.9243288533909985,1,11,259.5313829046729,0
Microsoft,Linda Patel,DevOps Engineering,2023-10-12,2025-02-17,fee36d76eca241464a42242297b3788592511852535921a853504eafa105a57c,0.9926591340112694,811,0.932705350018609,0.9743462633788247,0.8048962764910426,1,5,39.77436408748638,0
Cisco,Sarah Martinez,Blockchain Development,2023-05-11,2025-02-27,e7d0f98e2e0c1ede8b2aa16892ba030e816987e38baa2bbeadaad22f11107fa8,0.8784042425342136,965,0.9049396919497658,0.9305682469062008,0.8245387049409512,1,7,4.266801848698704,0
Adobe,Wei Johnson,Digital Marketing,2025-09-29,2029-01-02,3ebf8b4dfefc575af1955b1471fd1563eb76cfa05bbffa38f34c7b6ddfd95859,0.7511244354431986,93,0.6551977343312646,0.9601886050683293,0.9246180138796654,1,4,18.22580590531977,0
Cambridge University,Mohammed Rodriguez,Cybersecurity Analyst,2022-11-13,2025-05-03,0220635820091b754a3cc8fc15f2a37e2d317824bb08499bb6d36d4c16dd6cec,0.9456066630196408,1144,0.9316840901401601,0.9504086779469002,0.9490601266913437,1,9,23.29890092538684,0
IBM,Mary Kim,Full Stack Development,2024-02-01,2027-07-22,7cf6db8f3b95e85d666c1ec1a35639a9915894b494f3bc350b26639684d43fd9,0.8326777284753115,699,0.6824316534584824,0.9064475791819981,0.966809145730623,1,7,37.68893168225272,0
Google,Jessica Johnson,Digital Marketing,2023-07-21,2026-09-03,249658825a6e864ae805ebc22deffd31efe59e9b3e1d1966aed10c7c0a28139c,0.7099836418085858,894,0.9109354255587221,0.7820033938642461,0.9203941782793235,1,12,22.965169525154195,0
Google,Sarah Thomas,UI/UX Design,2020-05-02,2025-03-24,f4956794fc2049f7629dbcaea6ba58293f7008ed910227797db1bc3e630d9362,0.7888515887797015,2069,0.8127437259285699,0.8971444378909158,0.8511987489328448,1,2,4.174543370216983,0
IBM,Ana Williams,Full Stack Development,2025-03-03,2028-02-17,a5c06894682d5a6846329a80ce7505191f4b485c9cd7beb2ed60ddc5842a3ead,0.9331160293355913,303,0.8749600130110677,0.9242061086394553,0.9343772815018672,1,9,7.784457641373158,0
Johns Hopkins University,Mary Johnson,Blockchain Development,2023-02-06,2025-02-20,03c525f6f524c914574873330eb6abcde46775d901e62fc180cca35cde38942e,0.9625106870146392,1059,0.8337959148234735,0.8663356633755128,0.9575357022915351,1,5,14.670219464650373,0
Microsoft,Mohammed Harris,Cloud Architecture,2024-06-21,2027-10-19,9fd27cec3a03c81398ae0e14dc74baea03155189f3819aa08361c8d65e5805de,0.6723434470189407,558,0.8697880450986885,0.9498382661550799,0.8759666394617519,1,4,81.29361435445595,0
Stanford University,Sarah Davis,Database Administration,2023-01-12,2026-10-03,fc19566543ff5a022856e7b592a937fa59f515496411e50509437aa197d8b738,0.8391311217528987,1084,0.8957937592711962,0.9560083719103685,0.9237657036737033,1,5,20.17250754989661,0
Yale University,Pierre White,Data Science Professional,2025-06-13,2028-09-01,5e2f86522a1760f214e8b42d0678a5f6074d712e29016f06694e92a50d78b1fe,0.9642110918059766,201,0.8588277148163042,0.9199484131405167,0.9069802986448203,1,6,33.38560909313217,0
MIT,John Santos,Cloud Architecture,2023-09-21,2027-04-09,62fc01d31a1a6825b87d6e6506264dedab532fef9ba1f93b8304df6ed9708b9b,0.7186229207382365,832,0.7860859575240825,1.0,0.8785354590773121,1,10,7.03981609184302,0
IBM,Linda Chen,Cloud Architecture,2024-03-03,2027-05-17,08c7f65e884d3caeb64e746c9629eceeaaa7a19566baa9ad992d2ec5edf3270e,0.9398794394994727,668,0.6290821551379623,0.9250581192608798,0.8383729984669123,1,2,57.70119281396746,0
TU Munich,Christopher Davis,Cybersecurity Analyst,2020-11-04,2022-05-01,738c1ad9f9bea488057606bb47220d745613aac95a4efb8b0ba2f6fb0e4253e0,0.7512466412927759,1883,0.8836059117489251,0.9016407220861455,0.9141570560214819,1,6,12.390729123286754,0
Microsoft,Karen Thompson,Digital Marketing,2021-01-09,2024-05-05,cbf5fbbda516ab1dd9f6bc7f981dda96ced2f01516ee8d53c7dbd97c7e1daf97,0.7463045718312673,1817,0.7717685515680647,0.9058460097523875,0.6978564462604885,1,6,11.155363213115322,0
CertForge Academy,Ana Williams,Computer Vision,2025-09-08,2026-01-02,4eb91bc6,0.0275,114,0.0462,0.9204,0.1553,0,0,14.63,1
Columbia University,William Jones,Data Engineering,2021-07-16,2025-08-25,815c739135e389e8162aa0b6dd00363cf8f477cb21c86d2843a1272c39798c56,0.7685952502682712,1629,0.8945829014331511,0.8546141397454354,0.7084676315157207,1,3,137.5249397408333,0
AWS,Robert Jones,Blockchain Development,2025-09-26,2028-01-26,a69861c073eef20ba3f5b942a28f217eeb0beb160c4021c3b44b3ee29973ee8b,0.9500218875639589,96,0.9488094979530909,0.890478634168892,0.8326725939224814,1,12,4.095172205971185,0
Stanford University,Sophie Miller,Business Analytics,2024-03-22,2026-01-23,15abaa0755feccaa10e6ad04008a9f21f1bd00a8b5e9f122719b28faa4f82b37,0.801986428918648,649,0.5805534464208522,0.943213199578199,0.8988542576917776,1,6,19.070221029113988,0
Johns Hopkins University,Richard Dubois,IoT Development,2020-06-28,2022-12-15,97bbcd9d71177b4834982ddbe7deeb61b03d2d58d21e1ce4a53629153ae0ae45,0.5277791387735252,2012,0.923551311293772,0.865216282661639,0.8326270014131051,1,6,10.231534462008607,0
Cisco,David Martinez,Quantum Computing Basics,2020-07-29,2024-10-17,584d369b1e21608f6fb28dcda8813186524e1ae207f4a50d55341127e37b5a49,0.8730361500401745,1981,0.892107632189647,0.9835918610309495,0.9245450908543134,1,11,10.317691281503368,0
Stanford University,Yuki Patel,Business Analytics,2021-04-20,2025-07-08,2a423b8a949f759e291fe9ae4dc4aaa901b13b8bb965b808e7d8170bb6fc02bf,0.8338931100090304,1716,0.7858049043080485,0.9365152545790993,0.9411829648823385,1,7,0.5013482947819868,0
Oracle,Patricia Martin,DevOps Engineering,2025-01-28,2028-03-11,7c89ceb7f6e3957b127e8d2c5784d8f59eb69fb4070fca3930846e2e5f50d4bb,0.894977477315149,337,0.9620267700404456,0.9168841909470558,0.7471126017548024,1,4,68.99456278716077,0
Google,Mary Kim,Natural Language Processing,2022-12-06,2023-12-11,566c437b9b941f7c8cb104cceae576ee6fa185be11da776930dac131c5b8edbf,0.9419486725663908,1121,0.8471659283701186,0.9133170531249445,0.9879654678640648,1,6,23.911250395435705,0
University of Oxford,Thomas Smith,Cloud Architecture,2022-01-13,2024-11-20,f4f4ff5d15c45724e5ce866d83de4273f0c8267278d532388281d3b8340986f1,0.8695460466348254,1448,0.6570667358974202,0.8947740076080446,0.8597345641905817,1,6,33.123349452840344,0
Stanford University,Ana White,Machine Learning Fundamentals,2025-12-29,2028-08-27,2e46937f8b84854565d223654971432d8fc1db1729c566f9b9c955eb88b96ac2,0.9536495450883345,2,0.8961402413869569,0.9405382887675201,0.9133201604790085,1,4,19.01339342731595,0
Oracle,Pierre Taylor,Computer Vision,2022-02-08,2026-06-22,198dd9e1fcd88e7af8b05596d6536913c732fe2d5b5c8d6754d6789decbad966,0.9006197335951214,1422,0.6202650808859138,,0.8084739810398675,0,3,6.25162528650499,0
Salesforce,Thomas Davis,Software Testing,2020-02-26,2021-08-14,1743c177f5fe36a43cad7ca40e8df48b858d7587a3ca67326acaa7eee8a1bd06,0.8395089847225596,2135,0.7689880459560274,0.9405535611534137,0.8329029247611586,1,4,40.70089309002007,0
Yale University,Joseph Martinez,Big Data Analytics,2021-01-15,2024-05-19,dd2de5bacf25a696d98841b77d1a1dc07954d8891bd0f8df958d5333426427bc,0.5663414067250725,1811,0.818827912973694,0.8931150160962201,0.702067696134755,0,6,14.131596869488083,0
Coursera,Susan Martinez,Robotics Engineering,2020-05-14,2024-12-12,97928302f11830bc762e2bc55f90c2f291c655f3fc7c0e7507e6ebe0008b1342,0.637536626360614,2057,0.7999879231632704,0.9013317061898338,0.9894495472953058,1,5,23.859519026704742,0
CompTIA,Robert Garcia,Mobile App Development,2026-08-16,2030-10-28,71ae9c740736817c866afc36370b6c85f6bd10f6a87ac6fac60b578a5f6f6a95,0.2937,-228,0.1912,0.565,0.0268,0,0,62.56,1
University of Oxford,Jessica Mueller,Quantum Computing Basics,2025-01-01,2028-03-06,3d09baef1d617beb23e3c32da74829a29bf790efa8e6e553202c6a69171b2a55,0.1395,364,0.0932,0.7053,0.167,1,1,15.13,1
Cambridge University,Joseph Johnson,Robotics Engineering,2021-06-21,2022-07-23,a683ccf07e7ef2f39403fb4c4915e704ad28e201a092181d1d0c23548cb082f2,0.6826272019647444,1654,0.8431697919955301,0.9071737948552017,0.8095024969086619,1,10,8.160905368207967,0
PMI,Mohammed Anderson,Blockchain Development,2024-06-20,2027-03-10,5cfefe898b86e261b0fb2b8fb8d66f5576c3335a6df0fc64c8b926c0c505290e,0.5571025888827884,559,0.9074914243230182,1.0,0.8478915391476506,1,5,6.801494250626145,0
MIT,James Williams,Software Testing,2023-05-20,2025-08-18,4580c2f05db0997d4df70eeb17bc6501694d00561937fc48a60c3b244cbb5cbc,0.838136511231637,956,0.696050743005453,1.0,0.91302394451626,1,8,37.273811384916065,0
Columbia University,Mary Smith,Database Administration,2022-04-01,2026-02-06,19c5edcb5bed8c2d5367cc531963b9acc7c5c61f324aba802338a07d68fcf4f4,0.8462686118745251,1370,0.7997027103083982,0.9074021512320105,0.9894455348526637,1,7,53.8336965259673,0
Stanford University,Susan Smith,Data Science Professional,2025-09-28,2028-04-17,576bc56c5b15083e66c5e94c99c189158f332d6bf3208f537f273b39e4ffc0e3,0.4062,94,0.1895,0.5633,0.1437,1,2,59.36,1
Adobe,Robert Jones,Computer Vision,2024-04-14,2027-01-02,f40d435bd50a75d99f1a049ad6c884b1fedd91edd1efefc13cc5c6d7206688e8,0.8092181786933395,626,,0.9853308534647525,0.8198300814530284,1,9,56.93040852085125,0
Oracle,Karen Mueller,Robotics Engineering,2023-01-14,2026-08-07,9afebbafb76c5e44414d8aa3dec003a6f593dc20515b8628ed146885d7436c19,0.7905864057047153,1082,0.8414742192634477,0.961879139400757,0.9766942005478814,0,6,2.9656381748023466,0
Microsoft,Elizabeth White,Cybersecurity Analyst,2022-09-04,2024-01-15,bfeaa71466fe34272d5275cb22119ae499a4750ee8c55ace2840653b756eeb3d,0.9641253417659386,1214,0.6070610680927351,0.9048857882017286,0.939684777562071,1,4,5.3476809842128965,0
Adobe,Thomas Miller,Cloud Architecture,2025-05-30,2026-11-14,944fbf92484318e1e850c70540f4c3bc31802dcd437d79b1a6ed557059c69434,0.8887113215312977,215,0.9827722203697948,0.9002648211608557,0.842468171514922,1,3,8.418907540308851,0
Udemy,Joseph Jones,Blockchain Development,2024-10-05,2026-03-17,a6cc419be41aa8d43cb11d7ec85bd4523ee920c070e4798722925dea5dfb425c,0.40767618412994244,452,0.7343892176996557,0.9353042855712208,0.8707092105110416,1,2,19.804172835660182,0
Google,Linda Brown,Database Administration,2022-07-07,2023-10-08,3a49ce8c2ee9a4135c1c17a3c50eb33594edd3320476ec875d1b7dfc37479cfa,0.8739182997760571,1273,0.6812755752799741,0.9684807823835371,0.9099183840840362,1,9,4.050075119555256,0
Coursera,Arun Garcia,Business Analytics,2022-06-14,2024-12-14,769cf8facce46eae7a74c9b4d10b7d461662891cb14472494b6dba59066c811a,0.7219238091366822,1296,0.8991758275235339,0.9305971057113116,0.8986089845857028,1,6,2.6235658835777054,0
InstaDegree Corp,Patricia Santos,Blockchain Development,2020-12-10,2024-05-09,0c21a0463fb87a4e3a75bd68e0fc399815467f9aeb2a8e22ad9b2c9b5833d28c,0.1069,1847,0.247,0.623,0.321,0,0,845.14,1
Columbia University,Fatima Jones,Data Engineering,2025-03-29,2029-06-17,eb55c362964202807f33b8d6732725156af5e2abb1b95b75e4a23d3e61552a43,0.9260189977638894,277,0.49145627515018664,0.911438919062687,0.9882529085828831,0,6,40.46777067461248,0
IBM,Jennifer Davis,DevOps Engineering,2021-08-09,2023-03-12,3ea241cb78062929370ca55aa807aca3352824190c8c84c6c0a99d153ae19a6d,0.7651343775027101,1605,0.7755972858604284,0.8661020384069198,0.8762183350068519,1,8,9.025554056588756,0
Cambridge University,Ana Johnson,Data Engineering,2024-11-26,2027-05-02,98da8de32a877f6f221562a69d2f6f656b7a65db71519506742c78c1c13c017e,0.8597109735788004,400,0.9186558206148847,0.9461346722208056,0.9849381723234815,1,4,158.00209231197877,0
MIT,Thomas Patel,DevOps Engineering,2024-12-20,2029-10-20,cd0432207c8452c1711de943c32415026df9d928841d6a67ce877472ca459172,0.697210176135717,376,0.9089294595945107,0.8929794859645015,0.3891142917278487,1,6,96.53453792482631,0
AWS,Mohammed Thompson,Network Engineering,2025-02-24,2029-11-03,1a20abea80fdb03c8d4fb07396cfc04c9d2e74e1bc370cec52a7f0d72debf84e,0.8501921476413755,310,0.896763824167776,0.9236057238938423,0.9468398573673878,1,6,1.9119976251463635,0
AWS,James Rossi,Natural Language Processing,2025-08-05,2029-12-10,13798caf7bddd7bb2c77be2f7354d4bc5c72ce91fc70b68747ff35b4b8cb2af8,0.7704640900433433,148,0.7811280299940985,0.9607604076833391,0.9613384481173965,1,4,3.561973155693291,0
edX,Jessica Smith,UI/UX Design,2024-06-18,2028-09-17,a9a19e41ff3e15f77efafe518bfaafbd8f6c8d06354a754dd66b0d6b95f46738,0.8731847910221955,561,0.7529643754579884,0.9763353770213656,0.606063496047441,1,7,11.515795109543353,0
Oracle,Joseph Kumar,Machine Learning Fundamentals,2021-09-04,2026-07-09,d619c22a834aeab732717632af8aa62304c740fb3608073f6091f9ed4dbe9705,0.8578435657388457,1579,0.6786720296581988,0.8541153901357768,0.9210282007066902,1,4,90.16291116526159,0
Salesforce,Pierre Martinez,Robotics Engineering,2021-10-13,2023-02-25,80bcdb8120767430249c366d0a68b929e7c522403dd213b053912af27f35836d,0.7021833266495778,1540,0.9529957929842052,0.9587081710518466,0.7865656193197824,1,4,35.89460673061,0
Cisco,Carlos Kim,Data Engineering,2020-10-03,2025-03-22,29e6ccc15c1c8d631630637414bc98cdc679f8e7852ecfc915d5092e87eefa39,0.7484738865521345,1915,0.8025701565326689,0.9380485381383398,0.9429479889418728,1,7,35.8091785498376,0
Cambridge University,Michael Jackson,Quantum Computing Basics,2021-08-16,2024-03-06,88969359cf6999822decfb6b994177e5a457eaaf6292e3d6875d398597321ed3,0.8227305850323977,1598,0.9367022855484275,0.997941799194288,0.8714598830357597,1,2,6.67107419952708,0
Coursera,Elizabeth Patel,Machine Learning Fundamentals,2020-01-29,2021-08-20,81669dc30500e22274d3caad36d4ec109664d89bb1d37aeadce00688ed5602b3,0.5705139573145611,2163,0.8578728456073547,0.9451345227942787,0.925029279956896,1,6,56.0690515684603,0
University of Oxford,Elizabeth Taylor,Business Analytics,2021-10-17,2026-05-04,31deb6c854192399460ac7589b4157dbba1c5de8f8910e42c68cbbe69dbe9924,0.6661084008248794,1536,0.9546077989336388,0.9891271546308809,0.9903120138818892,1,10,68.10419339360361,0
NUS Singapore,Susan Johnson,IoT Development,2024-06-17,2028-10-13,c21629f989f4c048c78d9f81304f9979dd78641f0ede60ce5c31c0d02455a0bf,0.7016853304012385,562,0.8145969568999865,0.8795143346374137,0.834964077340662,1,4,2.337030494668488,0
University of Toronto,Sarah Dubois,Data Science Professional,2025-03-25,2026-10-31,c88072461f3b75c8b41a31cef8ee9d23c3e87497ebcdea066169bb40cb8e7c28,0.8654527893166893,281,0.9569539081899867,0.8890931269630582,0.9180494171944686,1,5,36.1999620748137,0
University of Toronto,Yuki Rodriguez,Blockchain Development,2022-01-30,2026-05-08,4585d465476a64923aaf362671b1373c309ce172d4abd252b8b1bd7859d72c35,0.8117160224265887,1431,0.533992156899978,0.8815749523350128,0.818723177274488,1,4,23.61419383194327,0
Adobe,Wei Taylor,Software Testing,2025-10-13,2028-05-09,7336350629ffdeac4b5d948215c81e32bc3edeb8d4c416c5929e05c3692f643b,0.978654730907529,79,,0.9859900467340249,0.9731940037242007,1,8,17.565803818324312,0
IBM,Carlos Anderson,Data Science Professional,2025-05-29,2028-09-27,3f7d1e792eec1621ac5358675a7982abee46724c6d5c5472623931f584efba1d,0.8426437315824186,216,0.9541101021106014,0.9558810357163323,0.7732548318383886,1,6,19.525071221634086,0
TU Munich,Joseph Chen,UI/UX Design,2024-06-12,2026-02-13,b1d96caf25e66d0ddde5c5b72f7e7c2a651b92ac69363ff87ad1a013768f753b,0.8488544054084071,567,0.8955192077426195,0.9012497669999536,0.9885426751131433,1,1,12.614767572210045,0
ETH Zurich,Michael Rossi,Database Administration,2022-10-12,2027-07-03,cf224906c871d641fac5385b4905616dc6344da04f06a0fb72570704f80ace21,0.6981173854679036,1176,0.8576473962606065,,0.6446394069312057,1,5,27.32581361674769,0
Adobe,Christopher Chen,Natural Language Processing,2023-10-16,2026-02-04,8685f2b46a23729d7709a7a9884a5c235335f19cd7590c0ba6809110369768ed,0.7494415798840184,807,0.8441174198054597,0.9597667612996312,0.9315754475506727,1,3,89.65189923287267,0
IBM,Elizabeth Santos,Data Engineering,2020-11-25,2024-01-07,133d4e12858013d5eea24e80e328c1bcd72c047b5cd163c461bb2d0ad1e75715,0.6605300010308605,1862,0.8426155545138659,0.946010270299272,0.8092214041613625,0,6,1.9284134977166292,0
University of Toronto,James Santos,Data Engineering,2025-12-12,2027-07-12,e3b442b75531aeead30e3502a45f8d10b172d00ba890cfa318a2d5f74f92c65f,0.8889198679742237,19,0.6720297632720384,0.9974196757429478,0.9824662721515967,1,5,14.723158263879606,0
Columbia University,Jennifer Dubois,DevOps Engineering,2024-11-29,2027-08-17,ec117396a2b2360bf109122c7e4c61fac09121e2b2268bc870528861236e398e,0.9563514002772268,397,0.7430974982806255,0.8575335444106622,0.9585839477340368,1,5,5.713468139142835,0
Adobe,Mohammed Anderson,Quantum Computing Basics,2022-12-22,2024-12-30,6ffa416f7b3a0883c32855e9f9e4ca0430867c1aa9ba8c924591772dbda8e2eb,0.9010194762684208,1105,0.8256406070137777,0.8901600355231377,0.7278984703099624,1,14,34.704532843779056,0
University of Toronto,David Mueller,Cloud Architecture,2023-07-14,2026-03-03,9182e27063f477264b45fb97206e8bd85cf6c490fe02d0d1b4374c90eb137f07,0.84982375646234,901,0.907725503403474,0.9270940532736259,0.9226924099554887,0,6,4.478175369312391,0
AWS,Robert Dubois,Natural Language Processing,2023-05-02,2026-11-07,2f0ecf7ca7bd6d84f41161f599e0a2b3b56da5a211ff234a65d6e28ddbeff792,0.5120389465672911,974,0.8803539286151223,0.9302953451761294,0.771467398169795,1,2,7.783648656584996,0
Yale University,Fatima Johnson,Data Science Professional,2022-11-22,2026-05-03,45f933b325ac0085672b1a2f1e773ff2832e299ceaa3be70c26c945343a7a3f2,0.8751904275632644,1135,0.8731074114267794,0.9731983022038049,0.6269494262788791,1,10,18.348536652950315,0
Google,Richard Santos,Blockchain Development,2023-01-15,2027-06-24,91eca51a1d668aca728197f51c0b5103b370d811c84f0f4411740f413e1d53ad,0.8195561456319329,1081,0.4610263714041763,0.9433233677030437,0.774329678292031,1,3,65.5273574190912,0
Udemy,Fatima Rodriguez,Software Testing,2021-05-11,2022-11-15,78e1617e06823605bf04fd950482b8ee43f0a546e435d04ad08805767b21fbe2,0.8856473045816448,1695,0.8224241443158453,1.0,0.9198440005665762,1,9,4.4961147126235534,0
Coursera,William Miller,Computer Vision,2021-12-05,2024-10-30,716c2cd4626ee1dc393da129f1d2a0bfa64470c45255b0cba50d50b0859e1f82,0.810805518126482,1487,0.8797013192571761,0.8701934505348988,0.8437457574038744,1,9,96.78300197325883,0
TU Munich,Ana Patel,Data Engineering,2020-07-30,2022-10-16,1ef2be26e16a02536040,0.0424,1980,0.1086,0.5005,0.2302,0,0,11.64,1
University of Toronto,John Chen,AI & Deep Learning,2023-11-28,2027-09-22,cdbb0103b76e32353757924ebf5a1fc7fd8493ee7b59458850c549200ca504c6,0.7761648283125682,764,0.6054196036205726,0.914721878254203,0.7498006233662041,1,3,4.012687119318001,0
Microsoft,Priya Brown,Cybersecurity Analyst,2022-06-12,2025-04-14,7c6f22c4956aa9f26b0c3489afb6a4d90576ab556aedaf69da4f6282d3292f65,0.7892259634453016,1298,0.8889865998433765,0.93907636394905,0.8283337579104337,0,6,45.17560288757122,0
TU Munich,Karen Thompson,Network Engineering,2022-07-24,2026-04-01,4cc446679707883fb8634f810df7477e4e0e5be51b8fab0a832aff011b6a4c98,0.7789706242585646,1256,0.576624414430278,0.9260953964562484,0.7980820445574847,1,3,24.048015135106986,0
TU Munich,William Tanaka,UI/UX Design,2024-08-24,2028-03-18,d13a704277b5c7348f8794e07d895c4c74fc1ec83d397a4e8368e9f4b8519203,0.7336580739864451,494,0.8340107984076027,0.8112758390980012,0.9782028128530978,1,5,173.55547253264572,0
CompTIA,Patricia Taylor,UI/UX Design,2025-03-14,2029-12-05,917f293f738faf705f6c7cf7eb1c19d106cbfba1754559b5683d117e9ae24f36,0.6687706340927502,292,0.8491137890247799,0.9127484857144645,0.6706987286864178,1,4,77.35757597618931,0
IIT Delhi,Sarah Williams,Software Testing,2024-02-16,2028-03-23,0157b84092988c3a33ce0bd9a96dfa737c97eced496bca433df81e5f73cbb05a,0.7866856878187176,684,0.8642750379154566,0.9804359845571708,0.9878664700232521,1,4,8.95398030765319,0
NUS Singapore,Sophie Wang,Project Management Professional,2024-09-02,2027-12-17,27130ce7dbf26c4ff45063e36249a3d71092e578b060c3158aac720355e3647f,0.6496883074550657,485,0.7423476250725802,0.9299414435358949,0.8373962954248122,1,5,59.518710688202326,0
CompTIA,Wei Kumar,Network Engineering,2021-08-28,2024-08-16,66f18e3a41ccfd88e3781e4c7dd2b125ce4940efb1200bebfb1fa71b347857cd,0.6904582926397644,1586,0.812495648975032,0.9371675884109759,0.833650109130215,1,10,47.1637871510096,0
Microsoft,Christopher Jones,Natural Language Processing,2023-06-05,2028-05-25,0f1552ef66b938681e32cd1979b248d4aaed2860d9ad4ebd871cca7fd56a9584,0.5952228401043503,940,0.9026695625527918,0.8958928694497651,0.9496273070871629,1,6,20.194110310587682,0
University of Toronto,Wei Garcia,Software Testing,2025-01-19,2028-11-03,34d4c19bebf960383384cc0c4f618f8cb9275d75e337608aabb0756eaaabe043,0.8263377772161341,346,0.7960457964141343,0.9255146025832677,0.9458442531428279,1,11,63.68143914762645,0
CertForge Academy,Thomas Miller,Machine Learning Fundamentals,2026-04-15,2028-06-25,73a145a3b3f05330fb4a8c52522f3726e7a38a53ce9db5ecb4e90372e7b714eb,0.0607,-105,0.1292,0.4356,0.3148,0,0,220.02,1
TU Munich,Joseph Kumar,Natural Language Processing,2024-03-07,2026-05-10,036bf1629c4341327cdb00f96d10ebddfe09211bbc651f9a24e86fdcd1c912ef,0.9336595194538679,664,0.9097497565069359,0.9343016211746531,0.6271201056536566,1,6,2.608297494847094,0
NUS Singapore,Mary Kim,IoT Development,2022-09-13,2025-09-03,c903d23a9f7abe00d46c5abb9c83beb9109dc8d8798d7b9d5885fdabd8884840,0.0003,1205,0.276,0.6104,0.4928,1,0,205.14,1
edX,Ana Thomas,Machine Learning Fundamentals,2023-10-19,2025-07-28,5c0397322e835ae49036b8da1e836d21b105817553c3996e232b7f17a5bd199b,0.8654714409299922,804,0.7448608885336775,0.8076577107575655,0.8856429720546342,1,3,8.570813226790655,0
TU Munich,Jessica Thompson,Digital Marketing,2025-01-18,2028-06-25,184235024c2eda05c9058d275da78f7e1d6f35ab7866f26bc54c1c97abb98a73,0.5853722561907105,347,0.5280195579210266,0.8440136434439627,0.9065949924587,1,5,53.63289492197446,0
Harvard University,John Santos,Full Stack Development,2021-09-03,2025-06-19,d68617e4695a43d544a6eb6721298502d32ec91cfbb9ba70339d5d23a4251f3d,0.8226688294559291,1580,0.6005274737475512,0.8950845323727051,0.9503003487630499,1,2,14.711287889629267,0
MIT,William Brown,Business Analytics,2025-09-10,2027-07-28,8068baad0723979e657970d4a7501eb1bbb3f6566f3916a2f6f9e6781467697e,0.8047175264447038,112,0.9199112307394297,0.9031163738068636,0.9443898721573937,1,5,9.414704386837565,0
University of Oxford,Mary Martinez,Quantum Computing Basics,2024-01-11,2025-06-05,e567db5d8cc6ccdc14be25ffe89e26e892d6bc369cb4dca8e2b313ce312477ba,0.9615006240908196,720,0.8351914849655145,0.8638286818279439,0.9427197308895214,1,12,43.01748394856329,0
TU Munich,Linda Brown,Digital Marketing,2021-09-25,2025-03-08,7fa0af31b983551179e08c8196a678d28c871d696af943574b415700711921c5,0.7155508984768408,1558,0.6841828930217966,0.9342620746606527,0.9760210353804627,1,7,1.1946594052295705,0
Google,Priya Tanaka,Business Analytics,2021-12-15,2026-01-05,992fbffd697bda7b07c5822fe61a2407f49e7db8837c19f399002f2d4854d1ea,0.7846925137557699,1477,0.9654299687862784,1.0,0.5906720757750472,1,3,84.71681561636726,0
Cambridge University,Patricia Kumar,Cloud Architecture,2024-01-06,2027-09-22,38ef7d0c3957e14bc6904203cd2eca95cc943357df9767860cb5170d0cb8659b,0.9140712390405317,725,0.7474682327240406,0.8659407771965402,0.8089325082202937,1,11,20.38426402228293,0
PMI,Arun Harris,Machine Learning Fundamentals,2023-04-09,2027-11-08,a215e467cf7eb2309c5eace98e047627ea7860789c8487a167251035ca2b3e07,0.9201008812453033,997,0.8770938313783978,0.9493425769392434,0.956582081821794,1,8,80.66765590262615,0
Cambridge University,Thomas Harris,AI & Deep Learning,2024-01-23,2028-08-10,a0d6f084daea7e178bfc2b9763608cdd3274a854bbeaa6135e52f580e17c606c,0.8858256680013948,708,0.6655832482964629,0.8972669556992546,0.9080386850873993,1,5,23.439517675236655,0
MIT,Mary Johnson,Digital Marketing,2024-04-23,2026-11-06,a2ab723d0535da5b2eb8ca4306d14dfd3d565394f8a84d862b64045e4de44449,0.724388113250299,617,0.5273821726997733,0.8847215484775615,0.940230653591003,1,7,15.262889464342138,0
Salesforce,Elizabeth Rossi,Agile Methodology,2023-01-08,2027-08-18,8aeb95922f1d301771d364509636e0eff2cfe785b06e404490e15eaf1fc7877c,0.894231821976412,1088,0.9408962440965417,0.9515693145827739,0.6975291326586632,1,4,30.031245076451228,0
edX,James Hassan,Quantum Computing Basics,2021-09-20,2026-09-04,c1a867efcd7032da6e046b3350877691566994c1a3f43e1dad41705e79471f56,0.6592211542898364,1563,0.83345332661876,1.0,,1,10,2.2160658098416186,0
Salesforce,Barbara Miller,Cloud Architecture,2021-10-31,2023-05-13,03c7112c89607f3a505fe9cb933c6921f7ad9f28a3447f0188e42b8424d11032,0.8976993569578896,1522,0.9419537031834686,0.8329309832647593,0.7492413038526822,1,6,49.35805416171916,0
edX,Carlos Chen,AI & Deep Learning,2023-06-05,2024-08-14,9626a4594c4768ddeb7d6ded9a398189ecfa7ef3674eb82000bf85e70aee0234,0.7575828030525784,940,0.849447473997014,0.8608272088859281,0.8945141314220793,1,7,20.814461820723604,0
NUS Singapore,Thomas Smith,IoT Development,2020-06-27,2021-09-27,3b4b8fbfa258209143cbca1d9c3d843d7ca87a02a0ffe0616038e75b2ecf88c6,0.7865518193744155,2013,0.892982468412198,1.0,0.9811417706256315,1,7,25.1870999633688,0
InstaDegree Corp,Priya Ali,Quantum Computing Basics,2025-06-12,2029-02-07,7e3b4ce5c6585741134b363ccd002b567ac0d4374afa15047ace044f17af7d0e,0.0791,202,0.1554,0.6549,0.124,0,0,44.58,1
Yale University,Wei Chen,Natural Language Processing,2020-02-06,2021-10-11,15929a0e664a5bd99f911ac377caa49d92897ccde933c62e3cf4a157a8ac25a3,0.8103173842517616,2155,0.9258605579644228,0.9546441697760466,0.6651197868758076,1,7,17.091090060133283,0
NUS Singapore,Ana White,Robotics Engineering,2020-03-31,2023-12-04,d465fd085ed8a0708eb97beab58aaae44185f5a0203b4cdb7a4cf476a8ec633b,0.8859036249310651,2101,0.9038022800751395,0.9628461909322952,0.9675486988644212,1,5,2.769834452169775,0
Cisco,Pierre Hassan,Machine Learning Fundamentals,2024-11-20,2029-08-15,2d4af143c7782dabae40999c064645fa079acf2241550fc57b4ad2841822bc4e,0.7753918228597168,406,0.9668509541044453,0.9387998306269941,0.9865706626586452,1,1,31.647845173422688,0
NUS Singapore,Pierre Patel,UI/UX Design,2024-01-03,2028-08-08,6303830644964240ec1abd0b2a0de95578be15d408d730eb4509aab7e6accef3,0.6021951759425048,728,0.7165933179740727,0.948977005662095,0.9230206314675495,1,12,7.320370135675802,0
IIT Delhi,John Rossi,Digital Marketing,2021-01-15,2022-11-26,0fff3382e4c7586309de98d03c83ab31dc760baffac36822c1caea63cf394014,0.7322812883150548,1811,0.9531774373566229,0.9126161253739014,0.7575675789840354,1,6,29.763475183591655,0
IBM,Christopher Davis,Natural Language Processing,2020-12-26,2023-03-05,8fe00304f31ff181c9f11628e14469bfbd6e32a432631944d02be53aa5b001a1,0.8650997112933925,1831,0.8506416888674452,0.9552959294850973,0.6873645144498369,1,7,2.0556893499300637,0
edX,Susan Taylor,Cloud Architecture,2023-01-04,2024-02-26,9ec54ba2bbe46ca2f334e30d415dc3dc6a5095e98cd661bc9f635fbedf15a80d,0.023,1092,0.2476,0.6649,0.4441,0,0,5.06,1
NUS Singapore,Carlos Thompson,Natural Language Processing,2024-11-09,2029-07-02,68c0a7c1a61ec8bd988ab205954b5046c4aab21391235e6f27df2c3ffb5cf4fd,0.8318080370048822,417,0.8250734530247402,0.8995360864292701,0.9604144716978132,1,7,63.69799742998026,0
Cisco,Fatima Rossi,AI & Deep Learning,2021-08-26,2024-07-13,f943c59e5223fe85ff95dfa351fb38cf4eab047a9087facea80141631fa2dab2,0.954878142614594,1588,0.960254305648386,0.8811798403926222,0.587479012497136,1,10,57.46441266120866,0
Harvard University,Pierre Rodriguez,Cloud Architecture,2021-06-14,2023-03-13,d7437bc7,0.025,1661,0.2845,0.8677,0.0195,0,0,23.34,1
Johns Hopkins University,Robert Jackson,Project Management Professional,2025-08-20,2026-09-15,72c226b7fd0bdd97b1343e5f798ad200cecbdb53d0bd12983789b4bdc9433dfc,0.9321431489429101,133,0.9437913232987271,0.9406907538806968,0.9466011568585264,1,6,53.52119547776642,0
edX,Michael Brown,Digital Marketing,2021-01-18,2024-12-08,f8163c53905065321a369a66055e0df7928191ff375d32d8014123b4c18c3751,0.44337851282339247,1808,0.6741650308824235,0.9196161441005885,0.8093434347601249,1,9,51.25854220120472,0
University of Toronto,Mary White,Mobile App Development,2025-07-11,2027-09-17,646ec695a3cfb32e3ec044de4e5d9bfd60ab77166dfa12fe4a56f800827670bb,0.6548454312213354,173,0.8696630232267349,0.8724593372410703,0.8531251786550551,1,9,42.06452706974002,0
PMI,Jennifer Jones,Cloud Architecture,2021-05-01,2026-02-27,9338eeca8cf4fcdd2a6fd11cea93f3c5759f6f61810bdb99b904c04a1985ddc8,0.7874370848418332,1705,0.9624164748608032,0.9135983654072004,0.9078775554811522,1,3,30.206881219795026,0
NUS Singapore,Wei Martin,Natural Language Processing,2025-03-05,2027-04-12,5d885973dcce2d006350412a7ba08dce1b3c287a87905ed60096dafeea7f6a4b,0.9011956559501909,301,0.7825690149071887,1.0,0.9787975485513627,1,13,2.7796695520720465,0
Stanford University,Ana Rodriguez,AI & Deep Learning,2021-01-03,2024-12-24,e6ab9c5bc159a5dc20964cadc18ad73097c27899392fb3e55c06da2d1589b65f,0.9091687278918064,1823,0.9281005432300139,0.8928805087425848,0.6440454176504756,1,5,25.102415676467338,0
CompTIA,Sarah Mueller,UI/UX Design,2024-11-26,2026-12-27,44edda72b126b8ff2bb3ed0c736903258e128090753dfe9f2ac41076b1cdf3c8,0.8180610807278682,400,0.9516935309861876,0.912216342455191,0.8827389558165893,1,8,73.2571385298599,0
Stanford University,Christopher Hassan,Full Stack Development,2025-05-19,2030-02-10,c70cf9972abd7ff4e22744f0eb503687ceb4a7184a87dce3e01a4305b908e727,0.8978053105188655,226,0.7164629951442602,0.9884090812310234,0.8706498035929686,1,4,8.280024757283062,0
Yale University,Linda White,Digital Marketing,2022-11-22,2024-03-30,e708a6dff8d3ce3a118e840bb9a5c47db2ac335c312216d4073236d88b0e0b68,0.8692027600978467,1135,0.7727994252043865,0.9320891114121372,0.673907097479559,1,8,27.981756104394602,0
Johns Hopkins University,Fatima Santos,Agile Methodology,2020-10-21,2025-09-24,9b2c3de90b336e26cf3730006a26c55a4d788a6654c48cf6095f8e66823adb45,0.7498903677442976,1897,0.7312064110179395,1.0,0.8506752635713374,1,7,135.94741148393328,0
Oracle,Patricia Miller,Project Management Professional,2024-09-21,2029-07-25,09aae226f303cbbe821e44cc606a33cdf6b4257855d563233afac538b2a8b89c,0.8737441730662283,466,0.8754739684515845,0.8941302607151136,0.9839370030655384,0,6,23.11295702274742,0
Salesforce,Priya Jones,Data Engineering,2024-09-27,2027-10-10,117e9c8c80bf1a304814a3c9738aab8eb85834a3cb2c64aece2acaaf0d865d1c,0.9847503574056501,460,0.9161441285398586,0.8698974982123505,0.9833322339705541,1,8,18.74176446008718,0
AWS,Priya Taylor,Mobile App Development,2024-09-20,2028-05-08,ac513270a1a9e76e4f8ebafaf3a2a28246d1c22b87c1937e1b0f61d2e3231f0d,0.8297043928467644,467,0.9334978503414614,0.9238191494843637,0.9523904410998131,1,7,67.4778423957971,0
Harvard University,John Patel,Project Management Professional,2023-11-06,2026-05-26,a1166033526038bb99f3b63df6582b8a0beef78508a98d6e04b76604a92374b0,0.7530795184233293,786,0.8648493705486269,0.9578871344574262,0.9913580580711708,1,5,78.63947956680853,0
University of Oxford,Christopher Brown,Quantum Computing Basics,2024-04-08,2026-04-07,f71477b34a06fab596923b91a39499a46e3d95da3a223295f938298490f67bf1,0.88984455173043,632,0.9185294263011218,0.9054397406820831,0.776223677666006,1,3,1.8412914371367806,0
Johns Hopkins University,Yuki Jackson,AI & Deep Learning,2022-01-02,2024-01-16,36491b584c0e7b4dc3c08066f66dc597f12a1eba52d56659396c211af8c99786,0.9131050023327462,1459,0.9483000304886161,0.9355213342417705,0.960611868592847,1,4,38.06569729670704,0
CompTIA,Mary Kumar,Business Analytics,2022-01-06,2024-02-26,7556fad218c3085ad294eb9cce01d04e0b912599d0591e9bdcf4e2281d1774a1,0.4896723115455506,1455,0.8733370079688285,0.9340989000782233,0.8704067083962688,1,6,15.132761375155308,0
University of Oxford,David Anderson,Project Management Professional,2022-02-18,2023-08-06,0e2dbb2615f2bf6831ee975d97bd4b13c31a9af8f1537d414dc3e1f7c1c7b118,0.9608241973830043,1412,0.8463691468617874,0.970182896718603,0.9922938120362406,1,2,37.20563095440627,0
Columbia University,Mohammed Mueller,Robotics Engineering,2022-07-23,2026-03-13,1461c7bf4f212ccdb513931ea46dc93135269cd233e9f715f4ff2d0b85ef57ac,0.8383085974379952,1257,0.8258665262666891,0.8859304756620344,0.9187145196176942,1,4,7.753379182906352,0
Oracle,Richard Rodriguez,Quantum Computing Basics,2021-05-18,2025-09-20,38549b8406e4a6a5ab442571923c3fbfc1a283c368910f7064c7cf0f5b634f52,0.6977695435105643,1688,0.7887685380745179,0.8503049448460211,0.9033058699000549,1,6,9.905004037333638,0
Coursera,Sophie Kumar,Computer Vision,2023-04-28,2026-01-26,2e809a594d76841aee90c816bf770ec4d8a570fe8a11da10916f01468ea725a4,0.9057871871916583,978,0.5159695496187214,0.9527120377391605,0.9268898821259095,1,8,1.16799315909343,0
Google,Barbara Rodriguez,Data Science Professional,2024-06-27,2028-08-01,eef02f1b39f66e98928d3572ea4d0098fc805860f9afa0ad5672aea93a9a43a7,0.8746137933743695,552,0.8811055042259437,0.9193128856847146,0.8718799758244135,1,5,44.99219609453926,0
edX,Patricia Hassan,UI/UX Design,2025-07-03,2028-09-15,8e316f8c36443eb19eb24c170a71a55bffcf364f496dbe8c86ce76e2a18631fa,0.9294266476250953,181,0.8611814814660483,0.9008404338737216,0.9548118886053035,1,7,38.819906512829355,0
Cisco,Sophie Jackson,Machine Learning Fundamentals,2023-02-14,2024-04-19,521f57536a93ef056388d71a4c1a272a43b2b7c58c36a0117a0f6324ee460619,0.8963529675813882,1051,0.8049467609269924,0.9612951515317928,0.6757987816963966,1,6,7.371064860551562,0
Coursera,Pierre Chen,Data Engineering,2021-11-04,2024-12-17,9a83fb84dc2103dfca90ab315bdf9e811547114953aef3fac75542780be86df5,0.9409134341195665,1518,0.812579576398551,0.9552642341587945,0.9144001298815518,0,5,20.221292795810786,0
Adobe,William Johnson,Full Stack Development,2025-12-22,2027-01-05,e903c6ccb301fe931e37c228b13321e01695b4a4dd2c1b5a0afc1f645e4846fc,0.9386253081501623,9,0.9774375991444774,0.971479571330085,,0,10,46.124831582546896,0
TU Munich,Yuki Hassan,Data Engineering,2024-02-28,2027-11-05,56f1136a302e57bfe8a8f77edc6734b29f39fee9bb89d709cf190af81d8d5a1a,0.9478946987526132,672,0.9540395210875342,0.8880321056067346,0.7679199421570556,1,4,13.090701596648909,0
Cisco,Sarah Dubois,Data Engineering,2025-02-06,2027-11-28,26d077b7936a85ca4aadb3413e49db24fbe17539383670f15405772687a2cc88,0.8109601988106281,328,0.8213285778492438,0.8949811695724109,0.8476939020973205,1,5,30.11970595642007,0
Yale University,Barbara Martin,DevOps Engineering,2023-01-23,2024-07-26,4da7ceffda57edfe16b341eabd7850df4b409f091bcbb4d8a567027cd3e69418,0.9245330543104912,1073,0.9702228995881763,0.9234193892167337,0.8624750443985189,1,5,14.730719281863278,0
TU Munich,Richard Taylor,UI/UX Design,2020-01-25,2024-04-11,25c43510427b64fd1ca19f424623edf2b83919c3a224fbf6d236a11c3b6999df,0.7129047905737828,2167,0.9473339467817266,0.9614842063475149,0.9389596015118569,1,4,2.9993521942233,0
AWS,Fatima Patel,Full Stack Development,2022-02-25,2023-06-04,0d798cbd2f62cac81122dbcaa238b3c6de46187ec2eb46ed5134e8ac7272769f,0.7618349436322478,1405,0.8627775421190989,0.91400709344125,0.9822115605140153,1,9,36.61662989171472,0
Microsoft,Barbara Harris,Computer Vision,2020-02-07,2021-05-01,2acdf87e0e23f01d6e4e8bab70f8d4de86fa5b44226068f8c1d4b1ad5ce9a0f9,0.8232052146441433,2154,0.8964112360045072,0.9575048329602758,0.9033473626844452,1,4,19.360520293724825,0
IIT Delhi,Wei Rodriguez,Cybersecurity Analyst,2024-02-21,2028-11-24,464cc3ed5b9c313b919bd03581168583778ad12ca9b88ff5eac3d5e58f0e91e7,0.8561790310094362,679,0.828974396318709,1.0,0.7708431623195401,1,1,5.423367045386415,0
Udemy,Carlos Harris,Project Management Professional,2023-10-11,2028-05-16,05891d918ec6fdfe78e3fe9fc77c850d0e04d390cd8ae32287a42f9471ad0f17,0.8585460264727942,812,0.6993533248571058,0.9212618658805537,0.7800399694827366,1,5,10.136705534557612,0
Cisco,Priya Chen,Machine Learning Fundamentals,2020-06-19,2022-12-31,71d7d59310386907318452cb36326efd2e8e783d312b01df10a261c9bc11383f,0.8297888825812165,2021,0.8936336991034994,0.8116700818482405,0.8642200912571975,1,7,0.5318471893730343,0
Yale University,Sarah Miller,Software Testing,2021-06-10,2025-06-08,ac57239205470496c5b5df740b60e06534005a54d9173af67ae409bca05adcf9,0.7373299835084361,1665,0.8834332012288789,0.927787017071299,0.7099288888957811,0,5,13.198637189685961,0
MIT,Karen Hassan,Cloud Architecture,2022-04-18,2023-08-01,3541c570f0a068ff14d497b327e2c072c9dcbb017fcaef61f56afecdbf50aff7,0.9591721883626665,1353,0.6419058714810637,0.9418571029225515,0.8985848191910458,1,7,4.764008993082074,0
IIT Delhi,Michael Dubois,AI & Deep Learning,2024-07-26,2027-04-28,27b9d85ed4739097b08acda72f29daec0d3e6244f486234a34641a30be0b2b6d,0.8129736192640349,523,0.9296011135176856,0.9590271337727891,0.6057919013945705,1,4,4.299918621275485,0
PMI,Ana Rodriguez,Data Science Professional,2025-01-09,2027-04-11,ac2137aab390df656998ed0ee2835e3234830b470984a7b4b236893f1d88f4b6,0.8774856081277033,356,0.919016003215587,0.8382694962608666,0.6109927613366113,1,7,5.893551677452882,0
Yale University,Sophie Jones,Cybersecurity Analyst,2020-06-18,2023-04-20,622b7eee60ced814914412bdd1cb62ca957aa3d726c26bad081dcae191c672c7,0.7414879722366917,2022,0.629451806494565,0.8599117724538236,0.938709450216632,1,3,9.304010967897197,0
IIT Delhi,Arun Taylor,Robotics Engineering,2025-12-18,2028-05-26,db1000038c51a5bb3c33260317c013502ac7302a9a23bcc95bc3f6359304794c,0.6781103316485774,13,0.8742308305545406,0.9577465132612434,0.9389141555074261,1,8,18.166825400608644,0
Udemy,Carlos Jones,Agile Methodology,2021-07-11,2026-05-24,cbdd8522af1286973efced2771b79ce03c7854a2359b3717ebbe008f82584ef3,0.6266443964305297,1634,0.6468452898706604,1.0,0.9133423925639483,1,5,11.543592827866808,0
Udemy,Michael Santos,Database Administration,2020-12-19,2022-06-11,d2aeb0a08327684dd625543aa3b475ccf4fddb5114b2ec176f350fadbcab717c,0.7229689399457122,1838,0.657305754144884,0.915488484684276,0.897089951209585,1,8,10.483682427140975,0
Yale University,Fatima Kumar,Database Administration,2024-08-08,2027-09-10,9288b35bf8cedb7d7cd0485cc192cdc6d8cc919afaa25f2ad0f1aa73d18a470c,0.9553502284166069,510,,0.9610575169289038,0.9276093984630684,1,9,87.31429208555991,0
Oracle,Richard Davis,Data Science Professional,2020-08-16,2023-12-13,abd2f4455b3bd1c584714803d0ac8ffb3478003b8d9fadcc59d027c5ac58508c,0.9145607304258693,1963,0.7663120665948883,0.8509333945659115,0.9666514536143304,1,10,43.27536400314982,0
Google,Robert Davis,AI & Deep Learning,2025-12-08,2029-12-20,7df2fee5c542d09ea8e2f0c6799f243bea96bfd1bc15c10cc64aeabebf22c5eb,0.9325479842552079,23,0.9388208848417104,0.9648232056908355,0.9290612532783302,1,7,44.853159858963224,0
Microsoft,Thomas Garcia,Business Analytics,2023-01-29,2024-02-26,44166ff872a097350369272faaebf5d0e414d18676c73dbeafc5f160b49158e0,0.8776082788744124,1067,0.7704759480796576,0.973534358138117,0.8191104387676039,1,7,43.22826621747782,0
Harvard University,Karen Jackson,Cloud Architecture,2021-03-04,2023-03-06,988ff8e5acaf1ecdf56e3aa682224d0edac183d8f781a75bb33522720dc506b2,0.9362114628625037,1763,0.768086096936037,0.8726149176923272,0.6813622152713973,1,7,41.87616420496991,0
FakeUniversity123,James Harris,Network Engineering,2020-07-31,2023-03-17,ce4f515aea6f194a6aaa894db45ef612e06b68d2f16067daf1552dd1c5771ee5,0.0343,1979,0.2821,0.4505,0.1584,0,0,92.7,1
Oracle,Karen Anderson,Mobile App Development,2023-01-28,2027-05-04,cc396f1c63eb631f0fe716e192fb14a28def9a9a56b4b688eb2f533e1055b3a9,0.7116121061926614,1068,,0.9049669080954337,0.9113296383756782,1,6,29.486409671586806,0
Udemy,Karen Anderson,Agile Methodology,2025-09-21,2028-10-12,c120aed88665d0ac1309c3ee4c2b54a3062e771a5347d1d3d1b3602f643fd4e7,0.7429924928391991,101,0.6574004926731508,,0.6264792897324045,1,6,5.765483679159841,0
Adobe,Robert Jones,Blockchain Development,2021-05-07,2024-05-10,483b0797ca93f174541d4b424f193d3e058ac63f03ac8fc491e7ab37cee4d402,0.7378722528691847,1699,0.9725999088427065,0.8396270079847102,0.8846223768574901,1,6,30.973021345538296,0
Johns Hopkins University,Barbara Taylor,Business Analytics,2022-11-12,2025-02-27,16279a283778dfed8ea1c87c3ca092754f6c8e5974623af59f972a6ba5953aa9,0.6866046932742577,1145,0.5805065749590148,0.908356919679575,0.8579669618906417,1,6,1.1606895336284584,0
Cambridge University,Jennifer Harris,Big Data Analytics,2022-03-15,2024-01-09,3672d1dc90dc4bf13f8fd7b25f63a9a45a71d70faf54ba612863e0df357ca787,0.8258582266068856,1387,0.9760294578192167,0.9752548627153278,0.8309773085615427,1,4,0.1850824810378768,0
Udemy,Wei Harris,IoT Development,2025-11-15,2027-06-13,0018e0c9e2280b0ab411e7e1b0a0ca268bc30d914bba058c8afc767ab02b734c,0.7859696842344758,46,0.835459325914701,0.9388429383423501,0.9915698224003751,1,4,45.01269202526617,0
Microsoft,Arun Miller,IoT Development,2022-11-11,2026-12-12,1ee9b3cb3e61a904081126b3412e89f59f25b505ddb3c12a3a460400b6f646be,0.8838157539231647,1146,0.9247833972772342,0.884076995702439,0.8561509416816768,1,8,9.304893008490861,0
Cambridge University,Michael Chen,DevOps Engineering,2023-12-17,2027-08-11,6672a1424aa9c21a98a91c6f293fd2709e24ffaa84a572b53017a2be348d1e76,0.8064513413123583,745,0.8671074173998634,0.9044985205133772,,1,6,48.78348634713403,0
Microsoft,Wei Dubois,Data Science Professional,2022-04-17,2024-11-07,08258d3fdf856d06381c3e3388ea218df4a91e505e1927298cece1365ebd5486,0.9283543472701188,1354,0.9884648177841777,0.901316844286897,0.8396806566142256,1,6,51.64502978416811,0
QuickCert Ltd,Michael Martin,Big Data Analytics,2024-01-10,2027-02-17,16823e8b9572cfe2173e2b64deb476df11ecb9b21463b7482b71e32bcea1dda1,0.0082,721,0.2892,0.7459,0.1871,1,0,58.74,1
Cisco,Jennifer Johnson,Mobile App Development,2022-07-03,2026-03-30,4b87072cc20fafe431ab951882f922577492860be62d69af9399f8ac3899d90f,0.700230335492739,1277,0.9804572611744844,0.9507235572593126,0.8845345663832764,1,6,8.78756384780323,0
TU Munich,Fatima Rossi,Natural Language Processing,2024-05-15,2026-04-26,a8dad045664a6f1b71c5ed76c4f03e86d2702d8a57d2970bf30ca6865b85a79d,0.9734604531491311,595,0.8194896805919399,0.913250488601147,0.7993876507086637,1,2,52.66630621239917,0
CompTIA,Pierre Santos,Network Engineering,2020-08-27,2023-12-05,d6b3efbe646945e6bc3c57b8e220a3d40a10b6d0e4bcb5d6b6bf67801de51d55,0.8042435358122695,1952,0.750716703719157,0.8840660932261973,0.7083101961026809,1,8,4.130571857717278,0
Stanford University,Patricia Williams,Quantum Computing Basics,2021-02-24,2026-01-29,cba18d25253dfa50cc367fb3531afa2a1bd77acae824c28673ee9f76e5e2259c,0.6881937274503281,1771,0.3784103178277684,0.9329798116329148,0.8428859045455284,1,8,4.195094514304954,0
Google,Fatima Smith,Network Engineering,2021-11-16,2024-10-02,f61a24863688127570cf750466a828ca981ab36d5d845b3733367c9a98510581,0.6597747809506677,1506,0.8021247409806269,0.9420800429916618,0.9370457410825551,1,7,5.537872418201185,0
CompTIA,Jessica Wang,Data Science Professional,2025-03-01,2027-04-05,750f9d73f7b33219b12a9b4c9af12847f39b6137b430f217bbfcb99d67ad70d1,0.5853153021169617,305,0.8991836849688676,0.9366673502983149,0.6618745832459549,1,6,47.464617813234604,0
Udemy,Arun Thompson,Database Administration,2024-04-04,2026-08-04,e82447c071b01a6cb37f37ce9799f79e7c57a3c7c961a04039ba5efdb87491a3,0.951498099002244,636,0.5643537634115754,0.9045822863704968,0.9510902624227965,1,6,58.59833572779854,0
ETH Zurich,Mohammed Rossi,Project Management Professional,2025-11-06,2028-02-05,7aed036fe24e2e51688b5e1c6d1f75229af15a4477acf9c48eed3f2c82334bac,0.7837152915568522,55,0.46725120057019165,0.9159426583271408,0.9610673022744867,1,6,36.56377283943614,0
IIT Delhi,Susan Garcia,Cloud Architecture,2023-08-03,2024-12-05,0618f5a443594b211959b0d12809c3138ed8b83a01a58e7dd4b2f8e2556bba2b,0.6483771968797032,881,0.9091408839945181,0.8932488256855898,0.6716307892242513,1,6,34.45091301215813,0
University of Oxford,Mary Miller,Cybersecurity Analyst,2021-10-20,2023-11-24,b37eb01414137eb36a8a01d9c64803cd2a5698b9cdb02cb941f0e1299314f786,0.964462406864465,1533,0.8188942008982243,0.8925501641094516,0.5875286381695064,1,2,14.582665401333767,0
edX,Joseph Kumar,Database Administration,2025-02-25,2027-09-11,641202746f583c64e143e02b681db9ac25025990ac4e813ff9cbff5a117b7dee,0.958133824305314,309,,0.891631025413341,0.8793377803074716,1,6,40.26618559904129,0
Microsoft,Karen Brown,Computer Vision,2023-12-27,2026-02-23,9090138f2038eba417ee3d373aff21c81309ab233f6698c4c5baf642e9e30b15,0.6698670055004111,735,0.7119862974747296,0.9535084509296101,0.8857512245096494,1,12,123.76136168623552,0
University of Toronto,Joseph Davis,AI & Deep Learning,2021-01-06,2024-04-13,72ce5c68e8ad394b99c29443b880e90962a4c7d8b314f117db04b3054e21f2c1,0.5842857206034051,1820,0.8848275260776071,0.910232605648746,0.9513468294854762,1,8,55.675470322888245,0
IBM,Yuki Thomas,Machine Learning Fundamentals,2025-12-22,2029-04-09,359a636db277bddb9810947938f145f36f9bfb29f7c77fa329a61f0998692035,0.7533289253422053,9,0.9594250666590491,0.8707370331753826,0.8739349199642026,0,4,49.59640468122687,0
Adobe,Linda Kumar,Project Management Professional,2023-05-17,2026-04-18,141342a2e5166bcff5c2cbfc43ddd3d81e1bf1d64807c010dc4b7b592ef9780b,0.7412980669547895,959,0.6556782267661111,0.9919452712610558,0.9342384666842022,1,8,10.7782115615865,0
AWS,Sophie Harris,Data Engineering,2023-02-17,2026-09-24,573a7b2c9a812e063e7dedcc41d874045d8a24ae13ee6090a4c403a3f640c8ae,0.9543465383975815,1048,0.9168166074521835,0.987669559013633,0.6776260849909651,1,6,58.56881764512699,0
Johns Hopkins University,Sophie Rodriguez,DevOps Engineering,2023-03-11,2026-03-04,c3cc54c9022b108ebca0c57b2a24fa6f193719b473c3f58c05ce0eaccc6cedb6,0.7717091618945937,1026,0.7021040149399104,0.9247899089294334,0.8760021280125297,1,9,1.1133623189432094,0
Columbia University,Karen Rodriguez,Data Engineering,2025-08-29,2029-05-08,ee7c5d4e8a307182991566048f00e551af1b3bfc7134fcec2f7710a1792eb418,0.8128511983491435,124,0.8204249415022379,0.9009453250614492,0.7354829418818933,1,5,27.984573986337523,0
InstaDegree Corp,Karen Kumar,Natural Language Processing,2026-07-17,2028-09-21,14a692c869455ee45a0db4d35e9a95cb54f1ea81d5e0d9634ee676bc2d02ea2b,0.4247,-198,0.2671,0.4645,0.115,0,5,32.36,1
Coursera,Pierre Dubois,Full Stack Development,2021-03-28,2025-07-20,37c63f940af3b83a71d3c7b1352ac9f41fb382c93ee47042df7848673a0b765f,0.0128,1739,0.2448,0.7447,0.0177,0,1,112.07,1
Coursera,Pierre Jackson,Cybersecurity Analyst,2024-04-10,2028-06-27,96883b80c648b28efdcb99176a322137c7fe13858702be0404a3e0369d0d9355,0.7515950718818323,630,0.7711776235572655,0.9419317510418634,0.9517461210673552,1,7,4.976225807530746,0
Harvard University,Carlos Johnson,Full Stack Development,2024-05-30,2027-12-16,686298e598f0fdc7551d356b5c72dad2bc43bcfc588c5e713745cfafdd58b51e,0.8436661806149824,580,0.9731051627810152,0.9437476999837391,0.9087893966312861,1,5,4.669884795263126,0
NUS Singapore,James Patel,DevOps Engineering,2025-12-06,2029-01-29,ebb4eb0eca2fb3a610944a2549387acb1a8bd1ff4bad196b20437659d9025df5,0.887979423600593,25,0.943845877909319,,0.8840708531073138,1,4,59.436192359364725,0
PMI,Carlos Rodriguez,Big Data Analytics,2025-04-12,2027-12-20,8191be3abd9ea2bdfd4b81de4fcdea70ee9a836ab2a88b661d9f2e5b9cec21ab,0.6998756820550323,263,0.6940251704640158,0.9684460313588331,0.9102003354992227,1,8,25.22192447571153,0
PMI,Mary Ali,Machine Learning Fundamentals,2024-05-01,2025-10-13,aa8d4a622bb64c00e11105f440992cc644d6fdc12c758e41ad75344377db24f8,0.9064743076354274,609,0.7337864584635115,1.0,0.8386476133091467,1,7,13.127948347300851,0
edX,Robert Jackson,Big Data Analytics,2021-12-11,2025-08-04,128f35109203131ecc6108493d3f74504249af0741eb9498cd4ea1daf8d2a370,0.9132307980455036,1481,0.9286712551596251,0.9219162701096115,,1,5,32.44019631565305,0
DiplomaMill Online,Pierre Thomas,Software Testing,2023-12-21,2025-09-04,e3ac6ed850955e7ab889a5802f72dbfd166778be465f04d61f6a9c60c905d0cb,0.1679,741,0.4767,0.6366,0.2397,0,0,533.59,1
Johns Hopkins University,James Davis,UI/UX Design,2024-12-20,2028-10-19,4947a08eee300e49f3a5609728b6085e8d26b0f7bd4ef554d1b230d178cf3fe6,0.8274475190992812,376,0.6873027662734226,0.8958622508948514,0.8859857428258812,1,8,5.430500283629609,0
University of Oxford,Jennifer Jackson,IoT Development,2022-09-11,2027-01-23,df906ce8822665e3cd73e11fb3726ef755026930fc2d43c2f133b8940e04dbea,0.7628064610527852,1207,0.9162862658540969,0.9098541268494778,0.8881496151157129,1,7,14.99264744417389,0
IIT Delhi,Fatima Miller,Blockchain Development,2025-09-18,2029-08-04,a52d66cf972b199033f3ec492a8436cea57cf6e41b3fbd116fbd732ed2de9908,0.8226166468855883,104,0.7423444476125906,0.9185559557422807,0.8130355801749612,0,2,7.125685579993441,0
IIT Delhi,Sophie Mueller,Data Science Professional,2022-01-31,2023-10-04,539ad8f8bf562d861d4f4362a693a2259fce6fda08a57fd73def8cfe799a3476,0.6402316378693095,1430,0.8971581202139235,0.8768707926879322,0.7519089678440145,1,6,73.60255506940837,0
Johns Hopkins University,David Rossi,Computer Vision,2020-10-11,2023-04-01,b1aa07d7f4e31149050cc32bb3c881e01c937ac250ac2d43e6b2a7306ed0c082,0.841521182539476,1907,0.9491633459429012,0.9389858948796501,0.9300479125932327,1,8,34.81661984439866,0
University of Toronto,Richard Smith,Quantum Computing Basics,2025-07-10,2029-02-22,99b535dffc8f8b917ab2fc8fdf3219fe15f2702de03185844f1aed6a6b3ae3af,0.8112786517715042,174,0.720084779009705,0.8816642540607063,0.80861345121453,1,6,46.681381628512206,0
Adobe,Barbara Martinez,Big Data Analytics,2024-06-27,2026-07-06,b317876235d0e4c2994ec9ee9a13a3dcb581ff13b383e736c1d7a333f3e1e399,0.9275683389967481,552,0.7487001211513664,0.9960058630398972,0.9856402966240203,1,2,6.9666403908978625,0
PMI,Thomas White,Business Analytics,2021-09-05,2024-10-28,571a5ccfcfff9214eeb6a4243e582b64b6a5bf1a804128fdffc464bbd0cd3828,0.9235385993427156,1578,0.8789029109223607,0.8683383585313391,0.952656216668015,1,4,17.374224028177984,0
Harvard University,Fatima Brown,Software Testing,2024-04-11,2028-09-30,531f955c51119e96154a47f8525ff5d0e1bbeaab1bc23af7c8bd822068bb5aaf,0.8329157709670996,629,,0.8938428126779238,0.986797784010236,1,6,2.662763433225897,0
University of Oxford,Carlos Kim,Business Analytics,2023-10-21,2026-03-05,3a5281194d3cc69716bc4fb1c26f9179174200176c75be6356080c3f8c221ebc,0.6788480311384565,802,0.5749837479954159,0.9664698165867911,0.8564277814467983,1,3,76.44476159014697,0
CompTIA,Priya Brown,Full Stack Development,2021-02-13,2023-03-06,4bd464e1f36fe62977c6a4ef3745dee7e14ede4ce894ae32aeb24cbcf34f6e15,0.7539554391126325,1782,0.47524088050488944,0.9889695007080644,0.918627042917968,1,6,41.89366035641902,0
IBM,Sarah Thompson,UI/UX Design,2020-06-10,2022-01-06,9bf0adfc6a6efc53a313ba5abb846212b96ef71a8aea539fa9ccf66de891ee04,0.7258893571874687,2030,0.9172954084355888,0.9742788075299762,0.8465821225915255,1,2,30.257298778203282,0
Cambridge University,Susan Thomas,Network Engineering,2021-01-26,2023-04-18,dbe54c6a46276d5d35c7fdc7e95dec69e694efdfe165bf03c0e1ce1d9ead888b,0.5079206195660712,1800,0.8994988322146207,0.9981349639980697,0.9444543353497511,1,10,1.8326770166816564,0
edX,Robert Taylor,Software Testing,2020-11-04,2024-10-25,570553e96a90385796043de61a34eae857b0f96e9871e0bf0130ee73dafb0de7,0.9324928391101642,1883,0.823013275390541,0.920780045330385,0.8549684094114922,1,2,38.12634423585723,0
Adobe,David Chen,Big Data Analytics,2024-10-20,2027-04-22,ee84338398f2a41ec4e501ce334e1f9fb5fb759fded1ebf2d1cb935f08eb7842,0.9201969180040612,437,0.9535242249765131,0.871638428252473,0.7370417504352801,1,6,95.86012248225721,0
MIT,Thomas Jackson,Cloud Architecture,2025-06-16,2028-06-30,0733137221eda4eb3579220871beb114318b5b9a80b885bb10a123dbc8c77961,0.7853738228162438,198,0.6078997901077892,0.9704132623537366,0.8212451729432139,1,9,0.3665429866809032,0
TU Munich,Michael Kumar,Machine Learning Fundamentals,2022-10-19,2024-10-22,43fa4038f57385b6e78dbdedb39190d98a6558ef968ff8deb7335a64d2c7cd39,0.8058500743239978,1169,0.9200370152487063,0.9092130363542559,0.9363908338049735,1,5,67.12152749477139,0
Oracle,Richard Rossi,Data Science Professional,2022-09-17,2024-03-14,837fc0ce34f24bb4ad79d4c4026385f6217d88a7f93b86c39222f2d1fc6413c3,0.6869484891415795,1201,0.5997898607867816,0.8445588342025858,0.9402035135543508,1,3,85.21558950395963,0
Oracle,Priya Taylor,Project Management Professional,2024-12-25,2028-01-19,93e6914d19a1cb4619046bdaebc00718d141eb8bfa32c43ecb943c81cc290916,0.7290793668627189,371,0.7496477912818845,0.9910724803243638,0.9096173574112574,1,4,1.4098979881157276,0
Cambridge University,John Johnson,Computer Vision,2025-08-03,2028-05-26,8aa598cec0f0dca5c7bc6f9dead807c11b00a0febcddb9ca3757631957690169,0.8519836752942288,150,0.6209421718434229,0.9551873779140879,0.9624790113963734,1,10,23.93715979475686,0
PMI,Ana Martin,Cybersecurity Analyst,2022-02-20,2024-06-08,99546847d6863f079b0b430a8e3300fe2bf166bdd8b7647ff612263dc8d92b15,0.8453885208517831,1410,0.5573294374195593,0.8944510360836423,0.9051914492512787,1,8,5.392063460609859,0
Stanford University,Pierre Smith,Machine Learning Fundamentals,2024-05-04,2028-09-16,bef23ef3549cb54a7fc9101e70f63d9555cf488dfcfc38f70e725c71c605414e,0.8299160433231257,606,0.877834473151687,0.8722956180539336,0.8852858110526034,0,7,9.305953967272831,0
MIT,Susan Dubois,Agile Methodology,2020-07-02,2025-05-18,a143b34e4768f1fc250b01af515f91c4c5d00f2800fb37eba6276eff9d7718e3,0.7736628498425955,2008,0.7456496376205899,0.9297749516252245,0.794973305056359,1,5,23.486884503752997,0
Oracle,Joseph Martin,Natural Language Processing,2024-06-30,2027-08-11,d0d491efb16297193d5d1f041d39e75aef0470d7e182d9d9bc184fef3b70a6f9,0.9056475214746222,549,,1.0,0.9049998666037697,1,5,94.6896849164809,0
University of Toronto,Michael Hassan,Database Administration,2023-04-22,2027-11-17,f4f2943aed559a952475d835f1b8f58541ec1ba477e8fbbcf6c18b8197476821,0.8071779434460838,984,0.6892311329289464,0.9163329008375618,0.9123180387140563,1,6,21.80611471827467,0
Yale University,James Patel,Data Science Professional,2022-01-11,2023-07-26,918122605508e5e819ef8c44b40ae59bb1239652566f29a5b0a6ab25b5595bf5,0.5064090023736615,1450,0.7964755505243555,0.8643442216194555,0.8322726770968929,1,3,41.509762571996035,0
Cisco,Yuki Kim,AI & Deep Learning,2022-01-05,2025-10-03,c193c41247a9b02855648f0713e515decd606799fcf36ec15a12d2a4f6a733b5,0.8587593080204545,1456,0.9391461285769491,0.9198743226005953,0.9319437421852294,1,7,1.1928691077327604,0
Adobe,David Ali,Full Stack Development,2024-07-29,2028-07-21,cb7bdb76798210a274bbc61633172538161d2943353e1027b866b71da625b95b,0.5933730710830971,520,0.7503488736428926,0.8750383291939845,0.9366760257709593,1,4,1.9086384717073954,0
Yale University,Yuki Davis,DevOps Engineering,2020-07-18,2021-12-18,c8e9ee5850e1b33d70cc6a69dc43489d684d90d0c0939d5441cf5d636d0f5b06,0.8180406891444469,1992,0.97468869681618,0.93282420465163,,1,5,6.647814621815302,0
IIT Delhi,Barbara Mueller,AI & Deep Learning,2024-10-16,2026-02-09,7049726355713830d518de954dc3e40b00a8d52926960e6a0abca20a41534695,0.8775410147010216,441,0.9254258149814231,0.9875280783229268,0.8546153861764147,1,8,71.02707059413312,0
University of Toronto,Richard Garcia,AI & Deep Learning,2024-06-29,2026-06-26,0d7aa4cd689018b143d98e3fdb5d1c89d8392fa0170112a2862d949ed7b07833,0.753566420227192,550,0.8528001549884768,0.9228991911746969,0.9921853650808335,1,4,107.39111984212903,0
Adobe,Sarah Davis,Robotics Engineering,2024-03-10,2028-04-29,4068f79b9ded06be48c6c42f0ad46a02c570630e60f9447d2988a8d069725042,0.9383821877022213,661,0.672424275910999,1.0,0.8186254181775133,1,9,56.39675252897251,0
Coursera,Christopher Johnson,Software Testing,2021-05-28,2026-04-20,a9fb0e4bd50cd607b1218373f1b8f036a37735303df29ee3a91540edd99898a1,0.7995249171784966,1678,0.8975593312875373,0.9216784202097118,0.7404536229434612,1,4,13.826094727825339,0
Columbia University,Mohammed Tanaka,Big Data Analytics,2022-06-22,2026-01-15,8d9f45d36ba67eac43c5578b4726f4076cc491b63d647c23c2f69409564ddc7a,0.8408313524276254,1288,0.8282362491535186,0.9182002649145945,,1,8,20.155060273531973,0
Microsoft,Carlos Rodriguez,UI/UX Design,2022-08-10,2023-11-08,cfa6de01fdfacda9c7d38d9fc27c75c290b5f19ed80fc5b35f6a5266d931b61d,0.6318538426583964,1239,0.9567120943711834,0.9314736954346466,0.8559214952097542,1,4,0.8691720291473317,0
TU Munich,Mary Kumar,Database Administration,2023-04-02,2025-05-29,4c74739bcd892cd492c6877b47aff9724f514d3f6018c21ade9bf6d1aa993ae0,0.6928635353797414,1004,0.5399387226375922,0.9623800542175325,0.9382832667947235,1,5,30.048018608134395,0
Stanford University,David Kim,Data Engineering,2024-03-01,2028-06-22,5e0428ed2085371c54472c38f2a0fee3c58060af6fa22bb516295b57802bea17,0.7473192888390189,670,0.7983303701746135,0.9069414714852773,0.7899589857727575,0,3,33.78623504482434,0
Coursera,Susan Rossi,Blockchain Development,2023-08-25,2025-06-09,18e51f56573848326fd825d75520fe2060116712294ee85e20a64179627cd717,0.9028688135596292,859,0.8044969045890992,0.8601896314892796,0.9549035832415435,1,6,47.80256825938459,0
MIT,Arun Kim,Natural Language Processing,2021-03-19,2024-01-01,ae18167100b05c3bd556f7ae07dacc07f00b935b3f80a29871ee26ef0fc62242,0.7975054761006833,1748,0.7858025853412692,0.9672224552194035,0.810628937977247,1,5,8.257395574365741,0
IIT Delhi,Linda Garcia,Robotics Engineering,2021-11-13,2024-06-26,9df9760a8fa1c48307c8c9cbd742662a49affe058e2843abdc00a8301b9215d6,0.7649324898934438,1509,0.980674104530075,0.898386144683499,0.894485432460009,1,7,0.4423712998498383,0
Udemy,Pierre Kumar,Full Stack Development,2022-02-20,2025-09-13,0f3aa09b052e666d4da3dad89caaa70e601fa919286cadb73001392cf7ea3b32,0.9581864766055522,1410,0.8158411010371205,0.9221064763567065,0.8506080940380595,1,6,1.547282592429126,0
Harvard University,Robert Taylor,Blockchain Development,2024-03-17,2028-04-10,7d6911acd5ef4c265cb6dcd15ab9b0e6ed66076e869f89305994fdf3251a8aed,0.8180635969351417,654,0.8525417876173057,0.9005759312588882,0.9688653755619467,1,7,1.7448857316274609,0
DiplomaMill Online,Richard Tanaka,Quantum Computing Basics,2024-02-28,2027-04-18,62299c7bf677afec1019fe3dc357c159d01b98c61aa48ff5415135dc00b5f5a9,0.2199,672,0.2915,0.7537,0.3142,0,0,350.57,1
Johns Hopkins University,Fatima Kumar,Project Management Professional,2022-09-25,2025-02-25,822b7baee11151319728d6e5a88a8088522be032871324a246aebca3c055019e,0.8798133271849826,1193,0.6311796781911382,0.9019118465581594,0.8281483136005171,1,8,43.039110876508666,0
NUS Singapore,Mohammed Rossi,Network Engineering,2024-09-24,2026-06-23,bdb3c2ca732577b98aeb692601238a7d684d50fef8f7206b8ea2636c443e0a7e,0.8825170683435227,463,0.5822663598412311,0.980367982328704,0.773692756719062,1,7,23.626965513536355,0
University of Oxford,Elizabeth Santos,AI & Deep Learning,2024-08-23,2026-10-01,f5c35cbff7913ce43e21e7e1c2cc6f9f51ac5fbe6bd7440ea9372d744221cbe1,0.700238595347107,495,0.7248430978196149,0.9860306804086398,0.7079659558187176,1,9,0.8412449885991196,0
Stanford University,Arun Mueller,Data Engineering,2022-05-02,2026-06-11,beeb7c55f3e2bbdcfb93391305bf52e916ba305877c2c6f4922c11ce7fdcbb1f,0.8607970880288303,1339,0.9048245206359505,0.8758530427495884,0.8859211836717049,1,4,58.789143298218384,0
Cambridge University,Jennifer White,Natural Language Processing,2024-03-01,2028-09-26,e717047f56d6d0b9828c60d80680bd6e3a6aa029718d96a5f403f978b942b5fa,0.7205535913927024,670,0.7580707928721616,0.9763052488900203,0.6483422595596109,1,4,83.3035088029828,0
University of Toronto,Karen Johnson,Robotics Engineering,2020-08-30,2025-02-21,4063adb443d8688e4f019ed91e138e12029c5a528395e30742c0a3420339c404,0.6505488330154252,1949,0.8220204156047747,0.937037726105335,0.7783081690565512,1,5,109.98285923910635,0
Salesforce,Mary Ali,Blockchain Development,2025-12-04,2030-06-24,2e4a72ee7578d9dc190a730d0d3b6df7f178feea7d94a0f610871a641b981f50,0.6656772328780471,27,0.29654833817151915,0.9099471266340153,0.8371905028018777,1,4,0.14358881545004334,0
AWS,Linda Kim,Big Data Analytics,2024-08-14,2027-06-18,732af00a87b3d89d3b66a46e590db0607c9431f7f8d3115b62e9613932d09866,0.8460829803970453,504,0.825244319795682,0.860226633024183,0.8045913980064716,1,7,1.557419027307881,0
Cambridge University,Pierre Brown,Big Data Analytics,2025-03-18,2028-04-15,ffb67dc0f7b104057095ab0dcd9626de2f96fcc653329f530c23b600836b0ed9,0.6066877167921663,288,0.718791121991182,0.906926478027018,0.9498301592837377,1,5,27.624036684829303,0
Salesforce,David Garcia,Digital Marketing,2023-01-01,2027-06-05,1a31dc17edb7b6815726322834e1ddeb22bb3c4b0fe2396777c266903006e099,0.9145017489966231,1095,0.713125988227285,0.9626762903772752,0.8689659000712917,1,1,6.116037693919527,0
InstaDegree Corp,Michael Jackson,Natural Language Processing,2024-07-04,2027-10-02,02222a680109b1bbd86de47a79ccc0339b49d41c42983aae52aea4bc19a381b5,0.212,545,0.4644,0.657,0.0597,0,2,29.4,1
edX,Barbara Dubois,IoT Development,2021-06-11,2025-10-01,8bd50ba9fd7da458386fb09ac8a05a7bdee323f7e892fe0a744ec12e7574ee4c,0.8866231310717279,1664,0.6333048129777114,1.0,0.9848126384786494,1,7,1.066327102847517,0
Udemy,Jennifer Martinez,Cybersecurity Analyst,2025-11-05,2030-04-12,2117df6bf7e481031880337af0900ed9a1af6fb3cc4ef9ff02ca18d5d3b7484b,0.8942048870037453,56,0.8561539258579476,0.890021868888304,0.8636723480993028,1,4,6.5161475308843215,0
Columbia University,Priya Smith,Cybersecurity Analyst,2025-01-14,2028-11-07,7ffab6f30ba42a846c960fa306102aa74fa728598370a1bffde7705033df7243,0.9394741287771567,351,0.9832630453548411,0.8612746540486176,0.7620423845765198,1,9,13.116613381038968,0
MIT,Arun Martinez,Database Administration,2023-08-14,2027-03-22,8a01d21cb66bfa808f6cc837770e8079b0facb086548e0d2efe216a6be117807,0.894110594623604,870,0.9022535617652767,0.9551640195206953,0.9498926331510793,0,5,20.666766041786488,0
PMI,Jessica Rossi,Big Data Analytics,2025-01-26,2028-02-11,8f7790d5dd26df219a00bd79aded619062352be9d73ed47b592e0b39dbc38835,0.9215818387842838,339,0.844141256215584,0.8604349634087678,0.9088371551153281,1,6,43.83307711845339,0
University of Toronto,Linda Jackson,Big Data Analytics,2023-12-10,2028-04-25,8575b1a27f8a6087485a2135251d769d2faaa9d550ab1979833a842642c53aa8,0.920783737387946,752,0.8820806463543738,0.9249687778575132,0.8531389491213407,1,6,34.31649331476906,0
Oracle,Karen Miller,Cybersecurity Analyst,2022-03-12,2025-08-22,e93f3aa39362a0cacae0d115afc0a62a25b8fead78c909cf0a874c6ab76ca844,0.7423195231710358,1390,0.5714681393071128,0.957992825252973,0.9500131028705234,1,3,1.3445818749472793,0
Google,Elizabeth Smith,Big Data Analytics,2021-01-13,2023-11-01,9e832dc4b898f9e2a630b0b6ce2442a8abe821ab3754d7357bcc92fe7dbc59f7,0.5824510878151604,1813,0.8163100246490125,0.8819613614244506,0.964061229193611,1,5,7.920632458382798,0
ETH Zurich,Jessica Harris,Cybersecurity Analyst,2024-03-10,2028-01-14,9a996a9ea8f90ac0231a60de0cb8176e802b2cf7c6e1bb5dc43e23cfe13844ad,0.3991035141482204,661,0.8504473196703356,0.8778612240651344,0.8130475651340462,1,3,37.71427552761112,0
AWS,Patricia Dubois,Agile Methodology,2023-02-26,2024-09-27,b4633199ea5d2c950a1a67f9df439c14308f7fce353a858dea0ebaad102e16a2,0.9000370419764958,1039,0.629473728352269,0.8637381728141683,0.9252602433489026,1,8,23.35268693884802,0
Adobe,Jennifer Harris,Business Analytics,2025-12-03,2029-07-22,2c73b4714c4054ddcf8819179c8f6291f55c15d49f4c4297440c5513fa32f567,0.7959210683579151,28,0.963499393017582,0.9294421989991761,0.8858885803829771,1,9,100.69306021724928,0
University of Toronto,Mary Chen,IoT Development,2021-04-01,2023-01-04,8cac5f3319e6ef14acaa38cde913bdb8e9d9c417b77488ca7988d9d66b85246d,0.8186213781021752,1735,0.5849009486081456,0.9361037375783275,0.7546288225766853,1,5,14.579242153067872,0
Cambridge University,Linda Santos,Data Science Professional,2020-07-09,2022-07-04,4264bb520dfea1e469ac3201ba2c65443706e21ed8692f0e3e1aa4825a07359e,0.8620089412971825,2001,0.8053637749660365,0.8868024822006845,0.8983766441188709,1,2,7.474381374601425,0
Cisco,Sarah Rodriguez,IoT Development,2023-04-06,2025-12-10,1dc323fbb1b7f11e95f6fa799a70c205979f176564aa19216e875f5277a5f10e,0.8797343767948298,1000,0.8552380756888649,0.8659240191555005,0.9310908300175491,1,4,3.9971813126915725,0
MIT,Joseph Wang,Machine Learning Fundamentals,2020-11-03,2021-12-06,5498c8809715f66a02e4459554d47b52629d577263c76149865e36f1b4f4382f,0.9214555257704921,1884,0.6288174276900007,0.887634076961787,0.7923066069496354,1,6,9.249512094429381,0
IIT Delhi,Michael Johnson,UI/UX Design,2024-06-17,2025-08-02,dc10c3807b80fe48e033959b6fa31b23a13d08511ba4c65511a3f23c050712e3,0.950132764194009,562,0.5926916043286042,0.9544196245444598,0.7641380857711355,1,6,65.4047763121378,0
NUS Singapore,Yuki Williams,Big Data Analytics,2025-08-18,2026-06-27,139fd694b38e9b0160e386545096b39facb3b7b76427c62b1b5da2ccff5321f4,0.1435,135,0.4095,0.5899,0.1788,0,0,13.92,1
IIT Delhi,Thomas Patel,Agile Methodology,2025-03-27,2029-08-27,391c8fff491e785b475ff161b30abb83c09493e6faed040795462b02b6b9a2b6,0.8313488060705145,279,0.8481714512697135,0.8190091119763783,0.9584604139327662,1,7,15.016125178243133,0
PMI,Christopher Jackson,Computer Vision,2020-05-02,2022-08-08,3eb0706c1f36e3feadc49ac693cabf93c01bb01cd673def3ec6aef2e7786bf9e,0.7068840391305466,2069,0.9998484639995759,0.9628746254911208,0.9075656359999172,1,3,37.023528648864975,0
Microsoft,John Jackson,UI/UX Design,2022-12-19,2026-06-14,c48cb8cefce7a1832c146649b679c3487f5a59fc5f43c992902c34eca6e17393,0.8574932177155784,1108,0.7360906324445401,0.9832701380310837,0.9471340346027963,1,7,33.407708497012514,0
Columbia University,Arun Dubois,Machine Learning Fundamentals,2025-09-02,2027-01-03,a4bc33696bb4e19fd9e7f791b22fe507bb460d69cf0b790eb49511a3e46bf683,0.6811639790389322,120,0.9865094838297196,0.9209287892397247,0.8419019009670542,1,7,53.398388707994876,0
Adobe,Elizabeth Brown,Network Engineering,2024-03-24,2026-11-12,c7e6c496628ea699751fd331c1b03f7db22c7fd065df1bd5f8d9a5a73cfc0af3,0.907377488560556,647,0.7022699618126279,0.9058511861509626,0.8079190105368691,1,5,25.805077749491602,0
Harvard University,Mary Taylor,Quantum Computing Basics,2024-12-24,2027-10-13,ba83d656ac4bcbbcb24763d5b418f9da9be24db11a62d5ec114b83ab14284a75,0.4547726482718785,372,0.8852882464768848,0.9863861130918405,0.9605646776363281,1,5,29.056243380461545,0
InstaDegree Corp,Arun Martinez,Natural Language Processing,2025-01-24,2026-05-12,91923e079a32e3e8,0.2485,341,0.2427,0.6392,0.1066,0,0,15.31,1
IIT Delhi,Joseph Johnson,Software Testing,2025-05-26,2026-09-29,52a254c7b36107c31d82be090e1e1711f7bff51c41c88f58e62eaa1af4b5ae67,0.5930839219094832,219,0.8811409811845473,0.9085119112253296,0.9169117855710743,1,7,5.200533453494917,0
University of Toronto,Mohammed Martinez,Natural Language Processing,2023-10-28,2025-05-17,d332ee8ac6f35cc60a5c534556992b51e9d1e665514af72af2dc93295cfdb057,0.753665045111908,795,0.9294271778899635,0.911310943584247,0.9845002137938867,1,6,60.623028372153215,0
Johns Hopkins University,Wei Jones,Computer Vision,2024-07-29,2026-12-09,bf93999e10647534a5f4a4b3f743da31e8b92e7253626802fef75a79bf2451e5,0.8816004003238329,520,0.6284218413503329,0.9573123353303218,0.7900494381114096,1,9,7.4976204613866475,0
Yale University,Thomas Wang,Mobile App Development,2025-01-05,2029-01-06,1212d083ef8fb34470b53bc973750643d04dc9d8b3ee795d10e650120b9d2016,0.7051338378904393,360,0.7603412365908544,0.9134119583958076,0.9337591353747685,1,11,0.17171649895714997,0
University of Toronto,Pierre Taylor,AI & Deep Learning,2025-09-10,2029-04-20,7f2ecb6294d2b02f30380295e3019d9c186103289d160054ad035198fe708b18,0.8312271562915587,112,0.85403791542148,0.8879902158646159,0.9540459137729262,1,10,34.84917802818527,0
Harvard University,Richard Santos,Cybersecurity Analyst,2020-11-15,2022-02-15,310dcf666498fc6c940f6ea2f63bac331b3839dbc67a9c1f002d4582257b3e62,0.8894366693496029,1872,0.677631625745056,0.8238300452079987,0.9103304461507473,1,10,21.67060486961891,0
PMI,Sophie Anderson,Data Science Professional,2024-11-12,2029-04-09,241b337e1d351be1040ef2cee0179fee6500dccbebb1852b42d24dfe5bf928c0,0.9072800054450929,414,0.8583958861335431,0.8866167813819938,0.7172233411217028,1,7,1.1383454620504536,0
Salesforce,Pierre Jones,Project Management Professional,2020-12-04,2024-04-17,6b6d63b030f504af7b8abc23445ffc94bf7d5f1b31df1d8996e2625a643e7539,0.7636417102629344,1853,0.8882055825224584,0.961927123503347,0.9642031213685115,1,7,0.8835446477751755,0
Udemy,Arun Williams,Software Testing,2025-07-18,2026-01-07,7bf50726644f1f11ab59c3515aeee1130d07c4d6bcaaa7d45248e4ba36bdbf35,0.3422,166,0.2098,0.9227,0.092,0,1,82.87,1
ETH Zurich,Elizabeth Smith,Mobile App Development,2020-11-03,2022-07-22,40ad3a7113c2eb51eefbac402787bac33147e2e87488f78a72eaefafe6a1a5d8,0.922801200753966,1884,0.9649331283420347,0.9144233191903247,0.838894167184357,1,8,53.44952921015062,0
Adobe,Priya Miller,Robotics Engineering,2024-06-01,2028-01-09,cbbe38d5e76025acca0e64a0b7a9aa55d55a71b66341693c74664eca277c76dc,0.6205658023587148,578,0.886923741578191,0.9339883853864108,0.718207615547493,1,7,10.588931091730606,0
CompTIA,Wei Davis,Business Analytics,2022-12-06,2027-10-06,0010ef3812547db6d3842ef7114439614ed78561625cbff94c22e1ce99c3f759,0.5035411913944629,1121,0.9520958621125137,0.8550710172807149,0.8984926940317051,0,14,20.89428884488501,0
University of Oxford,Carlos Taylor,Data Engineering,2022-11-17,2024-03-02,80baf8088147757567d384a0dd63291135ebdc46332b01661071090b2448737e,0.8317179645946582,1140,0.8158382717351652,0.9854585486675855,,1,5,19.201203433160806,0
edX,Jennifer Rossi,Network Engineering,2024-11-09,2026-01-14,c01c7ba8f4880a0c9ac6cea23f558a2fefb87b52cff4231ad8d76c8418b202a5,0.5642845519857251,417,0.7659664967888038,0.9043916830544221,0.8591232324232382,1,11,39.320874512864854,0
Google,Priya White,Big Data Analytics,2025-06-13,2026-08-13,114998593eedb7db0b90de75ae32010bb446b9663dc757eaf72ffc46d6a970cc,0.6384107481981707,201,0.7883376550969665,1.0,0.8618936675282817,1,3,0.6187003350310524,0
Oracle,Robert Jackson,DevOps Engineering,2020-10-25,2024-12-17,1181fec2e9342db7d70fb0ede1f61b998ab99098b4644a2205d88907c2af838d,0.5671963242590901,1893,0.9788066230004366,0.9203986284868231,0.8965153730168095,1,8,114.87725491533261,0
Microsoft,Elizabeth Taylor,Network Engineering,2023-05-21,2025-10-12,f7893064dfbce5b3c0fc06f3fce6b92836d5cc94db29a562da47d4f2afd0408f,0.8433567992679697,955,0.9287079934088502,0.8945478646423508,0.8571851283785275,0,7,1.6443559038574247,0
University of Toronto,Mary Thomas,AI & Deep Learning,2022-06-09,2023-10-17,761a15e2c242044e8a36d324313f9b13e32998b2352322df39ae03930039f2b2,0.7586775983477748,1301,0.8321332931886567,0.9621002521580713,0.9193445566831717,1,1,41.33625409676161,0
Adobe,Fatima Miller,Quantum Computing Basics,2025-07-02,2027-03-18,12739da575d68c883b3dcfe2aaffc4f8822251e6a0dccecece7e1eebd9fdbc9b,0.8198315111639025,182,0.9429937072837188,0.900648657203205,0.9707093718056969,1,7,22.86429702969955,0
Yale University,Joseph Brown,DevOps Engineering,2022-02-12,2023-07-27,7006aa872dc83b3ec414ebc0073349bdc41ab95f8f70d1a624f0c6e1baef2ca9,0.8238324571711287,1418,0.8639809134170509,0.9304637811193359,0.9529657391326464,1,8,4.1134649576019875,0
Google,Mary Thomas,Natural Language Processing,2020-03-09,2022-03-23,9aca44703a368ab2a772ee496b98e633f34d4fe9dc905cd16cc7f8d00690bae0,0.6022059787892742,2123,0.890572165805437,0.9148860353169054,0.9834226120785989,1,6,2.1027848005237924,0
PMI,Barbara Hassan,Project Management Professional,2023-11-11,2028-10-09,4a2c45384af7b77f070e75986b2ea689828185062b8fc8894e0c20780ebfe52e,0.8900025483683996,781,0.8401557515675904,0.9289705727278282,0.8937106876728319,1,4,43.394080414385975,0
Yale University,Richard Garcia,Data Science Professional,2025-06-03,2028-10-03,6e0c0a420c8738c8ad23066011eb3b1f5435e18ee9638b1f3ea22f47a669fc40,0.9730546973438382,211,0.9027209852012207,0.9449746224027927,0.9719065344326046,1,9,41.19154948509377,0
University of Oxford,Linda Wang,DevOps Engineering,2020-10-03,2025-05-06,c894992dea69b8b79b595668b6df70f2cb91e9760bddc5ce587fa4018e1def2e,0.947197113215051,1915,0.9527666985716784,0.947273115140172,0.6686822440954585,1,6,19.612971651419617,0
FakeUniversity123,Robert Dubois,Database Administration,2023-11-10,2025-05-16,52a435d631331e34,0.1974,782,0.0649,,0.2619,0,0,52.12,1
NUS Singapore,David Thomas,Cybersecurity Analyst,2025-04-15,2027-11-08,6b69142fb91c779fe97d79bdde6cd23777a82f7af0524e2bbef41b61b3304998,0.7061469609566864,260,0.7917048247317746,0.8804166341733214,0.814822792938721,1,6,14.748766643234227,0
Columbia University,Barbara Harris,Computer Vision,2020-08-30,2024-05-10,f629f7e45a49d35f6ba6c39dbd216799098ec61eb0507b5367a7ce065fac8be5,0.8450500120128545,1949,0.7611725897432328,1.0,0.8898637457778009,1,1,99.42157787302247,0
QuickCert Ltd,Yuki Thompson,Machine Learning Fundamentals,2025-11-18,2029-03-03,29dc45747ea81ce4723386f197f32d7a7aa32df46ff14a80b77aa9f9ec050b8b,0.2073,43,0.172,0.4372,0.3607,1,0,73.22,1
Salesforce,Susan Harris,Blockchain Development,2023-05-29,2027-08-25,8460aa0b9ef2ad16bdc4373752b1d9016ff19e1e2dcad2a69cf4d6edbdd22069,0.9332756325692111,947,0.9517860537143136,0.9031915016983505,0.8637333448792827,1,7,6.294318579185137,0
NUS Singapore,Robert Miller,Cybersecurity Analyst,2023-03-08,2027-05-05,e9b9939aab76b3c2e1d5db539ea48dbf684ecdb34eec04c3c6e9c08abc6383c2,0.8518717476760674,1029,,0.9163658623397858,0.6583378930298919,1,6,26.871819008882166,0
Adobe,Yuki Mueller,AI & Deep Learning,2025-06-08,2027-03-08,d47e508c76b696e8aa09b3283e7cd50bc762dfd3566fb921c6cc232d34abe15f,0.6675923230582285,206,0.6123209557812826,0.9333383026111278,0.7890097662545221,1,7,91.06655352403594,0
ETH Zurich,Elizabeth Thompson,Agile Methodology,2020-12-16,2022-04-29,9fec6e49018b694f7d82fe83eb2ade3706a201673616ffefb8043f7b4305b4af,0.8633338693624383,1841,0.8616593934066291,0.8792529652148102,0.956227577472346,1,7,100.01989868406228,0
ETH Zurich,Linda Chen,Project Management Professional,2020-12-02,2023-05-01,77e85a34,0.0667,1855,,0.6569,0.0387,0,0,30.05,1
Microsoft,Christopher Martinez,IoT Development,2021-09-25,2025-12-03,2359f0e0ae91bfa76b01e3b669fd38d7cb91c108e2c8815c68b30c9a0a1910d3,0.7694255185910573,1558,0.9559288416878245,1.0,0.9105788089107755,0,8,23.430262489059054,0
InstaDegree Corp,Jennifer Thomas,Software Testing,2026-11-05,2031-08-09,8c0517df47aa57236aadf9da66156476fcee346fba923b1a79b1beb58e4d852b,0.1591,-309,0.2008,0.6449,0.3399,0,1,103.65,1
Udemy,Jennifer Jones,Robotics Engineering,2021-11-04,2024-09-07,33a18a3c8b19819b1985a003f4e01ca7c890715ff030cff2261a75fbcc02a077,0.7851420759718937,1518,0.7874853874884453,0.9024341712157258,0.9426816536599274,1,7,39.123968186784275,0
Microsoft,Michael Jackson,Cybersecurity Analyst,2025-08-20,2027-07-17,46189affb5a5adcd1652117b857c6d607ba24397b6d6a7a69c84558bd437e9ea,0.8992948831635755,133,0.6123348058518905,0.9338170243073949,0.8407950841116604,1,5,28.464140175804225,0
University of Oxford,Carlos Anderson,Network Engineering,2026-05-26,2026-07-11,d8e04913cbab471c1b0c07527697e413c2bebcb6edb16adba1827bf63ef4ce54,0.2938,-146,0.5032,0.5599,0.1086,0,0,24.03,1
Cambridge University,Pierre Garcia,DevOps Engineering,2025-05-11,2029-11-27,98efd411feff2b3904f09290ad04a7a29714df3f49390532d433dd63fba90eee,0.92155904274334,234,0.6657240540953943,0.9582604879342188,0.8246162954868069,1,10,138.82239322783917,0
University of Toronto,Ana Martinez,Robotics Engineering,2021-06-17,2023-09-26,0e3f9fbe89d268634afaf943571a348bd780dfa269bcac8176b3eac71cc4b4d8,0.6920187625522356,1658,0.9762849235452857,0.9473299879294539,0.8758306191698932,1,5,54.1804841233246,0
Cambridge University,Yuki Jones,Agile Methodology,2021-07-13,2024-11-07,0d7190f6aac599c354619893876ca8e9b7de907aac0c80241d9b0475890e41f9,0.830033046748927,1632,0.725796316704644,0.7806321819194257,0.9860979323561957,1,5,17.507338898142365,0
Oracle,Jennifer Smith,IoT Development,2024-01-03,2028-02-18,5cbbdaab2577b24d0a42f68adc898c2b40e40c7b9cdd613d804d3cde8659330d,0.8844714561104035,728,0.9955986501762967,0.8599098246284863,0.86251246498058,1,8,4.745355128095843,0
Salesforce,Mohammed Davis,Robotics Engineering,2023-06-25,2028-01-10,3f85e866201041633a4f8e4998a734fe2ad4fcb0f5f8b27b5a3f91c5c5cc2525,0.8989831118858752,920,0.6593096554560667,0.8755780608703909,0.9548987516071913,1,7,1.4031215686195724,0
MIT,Yuki Tanaka,Big Data Analytics,2020-04-22,2024-07-22,00fa831ec935391ce4a77db0f63813b123dda181df35c9dfe390ed7efd110551,0.8755283948287887,2079,0.639723973538302,0.8380743653612517,0.9890312549886714,1,10,96.80751454093243,0
MIT,Pierre Patel,Computer Vision,2022-03-15,2023-10-26,3e2fbf4dcecca0495b938dbd7aa472899fed28f1e664488a8324b9eb68b4df46,0.8357299456232272,1387,0.7421205267219824,0.9631847756501778,0.9705704056490428,1,6,0.4545089063796121,0
IBM,Jessica Patel,Business Analytics,2020-03-07,2022-10-11,c1e1bc74e0c937976f6e100e8f93d90ebaa5555c5d94c1923a7dde32fb9f438d,0.786008333201881,2125,0.9066231039028764,1.0,0.9920564501323511,1,3,37.9721680166887,0
Cambridge University,Robert Taylor,Database Administration,2025-11-28,2028-07-27,6890691a97019c84348570325ff9a46e2906d9016d298f72ea02887146ef7731,0.7810386959931493,33,0.7931176190094343,0.8703844919182007,0.5228867616512944,1,4,16.605018048700384,0
University of Oxford,Patricia Chen,Big Data Analytics,2022-03-14,2025-01-24,797ff54234297b1e2e1cc6c17e9be5e26249cc38ca2d6dde6dd9407fc668ac37,0.7759798959477531,1388,0.9334768551953407,0.9814005632920354,0.6179787246120406,1,10,13.549495410174092,0
Oracle,Michael Rodriguez,Data Engineering,2022-04-16,2024-08-27,88cc543f13fbf7c0b96c20041d5eaae55d80ca0c104c0805227bf5672267ff44,0.7068454464704633,1355,0.8071044646444593,0.8402648466366602,0.8215235848375553,1,4,17.22631512423394,0
Cambridge University,Richard Taylor,Natural Language Processing,2022-05-16,2024-02-02,28d5256d543809c5a2a0f2aa30ad0dbb94a09a2d8efc84ac0b22879b89fd3cf0,0.9253541654915265,1325,0.5160837813677552,0.898846011095651,0.9291215318060725,1,6,8.194842075767982,0
NUS Singapore,Ana Miller,Network Engineering,2020-06-29,2022-08-19,03d50f999857390d9983774b1c8842d6b9650fe366ebed0c268f691b89cbeb04,0.9592102100371606,2011,0.9317773500475023,0.9660838666008494,0.8592307367002345,1,4,8.884310389077557,0
Cisco,Ana Garcia,Blockchain Development,2025-11-18,2029-03-04,b6c271cdc3d204d656ea31295bd0e156eb8b95a95db26f31f79cd4559255d4ec,0.8399169382791322,43,0.8215794947953805,0.9203131548308567,0.8567469984901094,1,3,1.894206241250911,0
Coursera,Arun Anderson,Big Data Analytics,2025-12-30,2028-06-24,4339af6624d2748b8701e0b256c2582c68bd9325ded95ffcc6c68ff959bc0c6c,0.9084798315561626,1,0.947021258002501,0.9279661708288329,,1,4,3.3951387671386937,0
Johns Hopkins University,Linda Smith,Database Administration,2021-11-18,2024-10-27,9aa7b1ebdb3067826f1d995c838cdf3bc46e580628720340864148dc23757970,0.518036732041956,1504,0.9192701201089305,0.9646737519176158,0.8101354259739957,1,6,29.74041959443253,0
Microsoft,Sophie Rodriguez,Blockchain Development,2020-09-13,2021-09-02,de742d22,0.3653,1935,0.4862,0.6379,0.2969,0,2,129.44,1
Microsoft,Michael Jackson,Cloud Architecture,2021-11-15,2026-01-22,ca114191a5736d61a568a2b807d6347b9c68dd7c58808bfb63293ee1a62ef3a7,0.9533334975935731,1507,0.9470344986794695,0.8406475672984699,0.932278243064032,0,7,9.415020207240904,0
Cambridge University,Wei Thompson,UI/UX Design,2021-12-25,2026-08-01,5fc07d4219c5ef3fb0fcf7a623e21c017b3e6dc060d4db588faa875394ef6c6c,0.8133308693527455,1467,0.6254123066383958,0.9525598403895271,0.7419524691080505,1,7,29.41740098108503,0
AWS,John Harris,Digital Marketing,2024-06-03,2029-04-15,f76a1436a293736cb4f7c2258fd5e83a3ace5c3a1ef374d9239eb3bccfac367d,0.7223230380101711,576,0.4674463217492698,0.9719202641918099,0.7792393613922973,1,7,19.49956233179668,0
Google,Richard Kumar,Network Engineering,2025-10-07,2030-06-16,c5b263bb08ec73b7128a5918d4b7af627df025472fd08191b4a950a9a227608b,0.882737229629617,85,0.9614852417300387,0.9262159865323385,0.8457026056971906,1,9,24.894759485687928,0
Harvard University,Priya Miller,Full Stack Development,2022-04-19,2025-12-06,d0d8ea0ea18e7ab73ba0f38e3e58791c243fea6a1b98da389c29ef70a16f0ff6,0.6202181178119942,1352,0.7121000657629368,0.914159198041862,0.9476587065537209,1,2,3.2606838974829944,0
Udemy,Yuki Brown,Network Engineering,2020-11-30,2023-10-08,f50119b1d98437c7646b2bf4512f1edc68280440684a1ad850817373e6145a64,0.8722732863938097,1857,0.9083710166511515,0.959941051683817,0.8748336895958233,1,3,70.53000057658515,0
Udemy,Sarah Williams,Machine Learning Fundamentals,2023-02-22,2025-02-25,c7dd3b7a5fa638b6c4c925058f31b495072b58b0162cb35c77c31db2480ffbab,0.7633806309577548,1043,0.7592462041201526,0.9478417767823888,0.7786210934264133,1,4,2.6835765651226047,0
Oracle,Elizabeth Kumar,Full Stack Development,2020-10-16,2022-05-01,06d331a882cbf2b1a11da7401b8489901dc78ba49429f7ce63554ec4cc8c6c71,0.8190800633285782,1902,0.9769341337370093,0.9155950341969932,0.7551879862041092,1,9,4.828533800422232,0
TU Munich,Sarah Garcia,Agile Methodology,2023-06-30,2027-04-22,b748fd0586868d5f698b5484ad6e111889eca2d0b14e6c01931bd07a12ea70de,0.8972910577508323,915,0.8675050430881857,0.9350296206932653,0.8447097041778943,1,8,0.21528581456951065,0
NUS Singapore,Wei Anderson,Cloud Architecture,2023-04-09,2026-03-01,dddba6c37fb373f0a24e02b1221acca5ecc24c1d200e572e02b938f5ebad464b,0.8683686038340285,997,0.8195487897811861,0.929294153072182,0.8785687604362181,0,5,37.54655153243629,0
PMI,Pierre Jones,IoT Development,2021-12-30,2024-01-09,b18d88b8569c722391f4124ece68c5e02d1090d4797897377102529adfa13fd4,0.7307352621372845,1462,0.7419109060868936,0.9434474299882003,0.9603139909116603,1,6,39.8693325839311,0
IBM,Mary Dubois,DevOps Engineering,2022-03-09,2026-06-24,026ce1a7952ccaca5dc4617aa18f341c23429970337517db97faf51672cece02,0.7561280648443391,1393,0.7093395317375875,0.9829309214531251,0.8029484911216813,1,3,4.484088490298069,0
CompTIA,Ana Rossi,Project Management Professional,2023-09-15,2026-09-26,6b7f1b7c73b7ecab29520acd448f750d3ca381a06f6707c0f1641312d97fa3f6,0.7513566056874011,838,0.5017523881535798,0.8777445365059123,0.9357269742838549,1,8,35.097869803688674,0
ETH Zurich,Sarah Williams,Computer Vision,2021-04-05,2022-09-30,2c9dec270ec5a92c1bd0d83c553193ed5f7d90d80b3708205516e385074e86d4,0.6826698381426295,1731,0.8687683464536128,1.0,0.8847766491639971,1,4,93.61849308539213,0
AWS,Robert White,Software Testing,2024-02-06,2028-01-25,172009ed1f8efc15605ba022d200d24f508c972b4ff32086d7c796cb0bdafd16,0.8593822101051887,694,0.9696701479666107,0.9494142264498564,0.8751573395305767,1,6,10.271392823918866,0
Yale University,Sophie Kim,DevOps Engineering,2020-03-04,2023-05-29,520c4278c557d9ea1cc182727ed183ed74d9b636533ef3ffe3e65694d9adf497,0.6821476076736108,2128,0.6565530385736089,0.992972824850866,0.860039451434077,1,4,1.7922291093393476,0
CompTIA,William Wang,Cloud Architecture,2022-06-14,2026-04-21,1ef565ee02af1833b3807d7e55251d48f26294ad4ed8f04ba26dc3195067e5a9,0.6979017003523283,1296,0.5946053269411673,0.961507082953846,0.8894534141535164,1,4,27.20533986123298,0
Google,John Harris,AI & Deep Learning,2022-02-07,2025-05-13,494012068d50ec9b2110c64912da31138524dc2a3133c7f08f3f3a37874ac3b9,0.3666355583248875,1423,0.8203307326420475,0.8017804063956354,0.9871815792626677,1,5,11.816967769600941,0
Google,Linda Rodriguez,Software Testing,2022-08-09,2026-03-30,4ebb59ba8a8924670d286965ae95631d125ff07c5c3656597e350086429c1924,0.8858613772033392,1240,0.9062274667488748,0.905476561852407,0.9549225811913753,1,6,11.284312987704482,0
AWS,Jessica Garcia,Digital Marketing,2025-03-10,2029-12-21,b620a223df9e119e58f024773a34f14e48c2041a86a30df823f9f4783a7e0ff7,0.7075144303126363,296,0.8735465887709313,0.9594095221558925,0.861207034193393,1,4,5.961543275642899,0
Stanford University,Patricia Ali,Business Analytics,2023-08-07,2028-07-19,7b99afb12db69240d3468e97fd22127e83f8362994f370601c0c84a471b2f47a,0.693661997119456,877,0.6739520071590444,1.0,0.8589534379275906,1,9,26.997769763538408,0
Harvard University,John Rodriguez,Mobile App Development,2022-09-14,2025-11-11,bbe5f5f5d67f3e9f601491493e042043c1702feee619673d51444ba1bd9a876d,0.8532014897535293,1204,0.9916345847418132,0.9169939175263042,0.800600903230705,1,5,1.6520385514740166,0
Google,Robert Rodriguez,Natural Language Processing,2023-11-28,2025-09-15,317fbe74e7cf9da676b7e9dc7b61bb037c54e9a2bb388fa0fe17937235e314f1,0.9774134104716125,764,0.6953594954910922,0.9917837652187226,0.8174717989525642,1,2,9.305863454146868,0
Oracle,Joseph Taylor,Cloud Architecture,2025-04-22,2026-08-21,310f4cc93774f97dd91d50e8390adfac331a0d3cb71262d2afba3d313b712fc0,0.7947986385389519,253,0.8626172299569442,0.9778673155861783,0.9782074934263292,1,3,63.44092557718558,0
MIT,Linda Rodriguez,IoT Development,2025-12-01,2028-04-19,989b21cc833a5604889c579da20c0e40f311651edb9478d4f24166a87d6062df,0.8946829081489094,30,0.6576282543599901,0.919844699162722,0.7896458427799925,1,4,35.827352490837846,0
Adobe,David Hassan,Mobile App Development,2020-09-20,2024-11-01,d0c0976f5e3c58744d41de7dcc09196ba371ad358e128631e11f082cc507ea87,0.583227267891971,1928,0.9276553873941827,0.9754745018181309,0.9025423505106096,1,8,27.425028688417328,0
Udemy,James Martin,Full Stack Development,2021-03-03,2023-02-27,fc2dd1aadfef34792e811214dcae6ee3e36f131605bb052ee05231e75af21eb6,0.9578615237836127,1764,0.7935648322793234,1.0,0.398114147313261,1,4,10.55092552952725,0
University of Toronto,Susan Wang,Big Data Analytics,2020-01-03,2024-12-14,8f9c09fcf59b5b5899ed70d35121b176b7de53c946d55fcce9744f341dd0dcc2,0.8052469451115222,2189,0.7941889553464428,0.9617517326711882,0.9073553403732358,1,5,19.93445121519841,0
Google,Patricia Davis,Network Engineering,2024-05-16,2025-07-09,a5e941765ccc43c2a83cf959627be5463707b69dbba46fc4359b696f40b66c02,0.8980424144916367,594,0.8169222354768221,0.911881081582358,0.7974970557730525,1,6,34.73606584073483,0
NUS Singapore,Ana Thompson,Database Administration,2020-04-16,2024-11-22,e41c99a93a87582e045af34a55b78ef9c95123cd8dcd712853cb633046e5fb71,0.5291663443807985,2085,0.9830591113018131,0.8716220256279469,0.893350397135945,1,8,13.032712923073255,0
edX,William Harris,Full Stack Development,2025-09-04,2026-09-29,9cecc702d69985c544f5389dd595344e420d78fafa069297b2f54c807730e0d7,0.8832018057985359,118,0.9607565106032088,0.9570230780756859,0.7481161008960375,1,2,22.71154048009601,0
Microsoft,Barbara Thomas,Blockchain Development,2020-12-19,2025-12-10,2cf5f37ee2962659cb8034e63a320ec332fbc4380146f2ece455a2a43ae159b7,0.5823065828642596,1838,0.7401214408241686,0.931691443270202,0.8528906227069297,1,6,36.645965980328924,0
IBM,Mary Harris,Database Administration,2021-10-10,2024-11-06,b565b6c5c98759204fed908958bdea69ea10dc662f7758204c39a1b6403c6085,0.6468263530133267,1543,0.9018374746865282,0.977460843035154,0.8372228422792862,1,5,20.11376944229259,0
Microsoft,Mary Miller,Digital Marketing,2023-01-23,2025-09-10,ceb1a9d484dfc39d385b23da75a96fab205db8ddb40c3425ccca0787d796705b,0.5533669409235642,1073,0.8021267205595887,0.8869381967403331,0.7026151137983958,1,4,8.825378389895704,0
Columbia University,Arun Wang,Data Engineering,2024-04-18,2028-11-30,8e37aab6844303304ee83f2f04b1c655f757c9bc360b8cfe56fe058025d10798,0.8026945516700528,622,0.9308405206408797,0.9902809903019993,0.8479306914714408,1,8,16.66878711841853,0
Microsoft,Patricia Miller,Cybersecurity Analyst,2022-04-19,2025-06-22,f874dad5ad1cddfef6e0600af4f87742c3edc7d1d197f71dcddc52024109202a,0.8772814848894555,1352,0.7497413538584523,0.851469778344264,0.8812585870870975,1,7,40.911315288142696,0
University of Oxford,Jennifer Chen,AI & Deep Learning,2025-02-14,2029-11-15,72be761f11ee61502f756481490e823be55ee226c2d1bc32ba40b45dcc7c236c,0.7526518281236722,320,0.9232065604072767,0.9034845282234931,0.7524522642251881,1,8,5.546654916023675,0
Oracle,Robert Garcia,AI & Deep Learning,2020-08-14,2023-09-13,f66ba4f2ba00a03cd5889cfecb13ef958a1c427da11026afa68f205a15a79c8d,0.9383920240996314,1965,0.9288866202204585,1.0,0.820008639050767,1,7,49.20146131778262,0
Microsoft,Ana Wang,Full Stack Development,2025-08-19,2030-02-20,65dad87ba5f539b3d4befdb7065835354edd255c756e443283a6e858c9a78cb2,0.8359483191772424,134,0.93350638895742,0.8588652894814441,0.921953861598965,1,4,136.39345071500537,0
Cambridge University,Thomas Dubois,Digital Marketing,2020-09-18,2023-09-17,ff743b0402d310d87fea17fb49cd7a56a90205aa0cb4550b2fc254c274865407,0.8154448617974119,1930,0.8354115272922147,1.0,0.9701903155727739,1,7,1.3620920292638046,0
Google,Michael Patel,Robotics Engineering,2022-06-22,2027-04-07,5631a445d00241c17001d2ec3767f773e8acdf55091ea821394e9ddac567d11a,0.7447432137304992,1288,0.7583557842547448,0.9729945368305746,0.8516658406662521,1,4,9.684080700715544,0
Stanford University,Jennifer Chen,AI & Deep Learning,2025-03-01,2026-08-16,08f7da2d46026f3e683a90768c65dd2518b7b97bad1713e9d34ceef42d789ebf,0.8042850587203059,305,0.987337646960596,0.8567883009077807,0.7759264246685252,1,5,1.9594904101931436,0
IIT Delhi,Mohammed Martinez,Mobile App Development,2024-05-03,2025-06-27,0b47c3d7043f10ac8b6b83fa6e561b86d9c0e7ed4a988457c0a8331281a371e8,0.8441888533692555,607,0.8813790473285397,0.9521465830416955,0.9720527601110954,1,4,3.772471819377283,0
Cisco,Mary Smith,Full Stack Development,2020-06-07,2023-06-23,91350796d2de38a2d563ed91e0afd274892c4e851b2bed549505e663878cc5d5,0.6080859784802606,2033,0.6421580292840415,0.8480946513684251,0.9144300136864808,1,5,45.6001882055589,0
Johns Hopkins University,Mohammed Thomas,Quantum Computing Basics,2023-06-05,2026-05-15,6055f8ac6ee37b862c707dce7957bda4cd8b15cf39b6a5262f33e10dac188e9b,0.8077453461328721,940,0.8576742732511062,0.9540279444430042,0.8631145368498696,1,7,34.46416445364159,0
Microsoft,Carlos Martinez,Cloud Architecture,2022-04-25,2025-05-23,883ed7eedca2269ac70817746f37bff29f058f55fe2be9717c9f2ba25e15fbd0,0.8718474389629757,1346,0.6164640834687121,0.9739976048495826,0.8518505661693178,1,8,42.545110089814216,0
ETH Zurich,Patricia Martin,Quantum Computing Basics,2024-08-25,2025-12-04,afe18e0833be6ad47caec019b7cc206b58a5d11bc3a50497d63fe527e383f4de,0.4445537313737458,493,0.6333904883124156,0.8773279736967824,0.9196833780307838,1,4,0.8046954336350721,0
Salesforce,Barbara Garcia,Machine Learning Fundamentals,2022-11-16,2024-08-12,9f788b6aadb8fb434f3c387f8292757f80ac7ad9731266229cd167ebb8924da4,0.876517990110367,1141,0.8836633226693136,0.8830445854425836,0.6904137671074576,1,5,2.1152530970598065,0
CompTIA,Susan Anderson,UI/UX Design,2024-08-06,2028-04-30,3b8f717442a9b0ef7f9b4ba2b32604ba9f8b8f808b0842bea70355013b40f257,0.6858036659488828,512,0.9653212121597953,0.8392734097608321,0.9615205783539936,1,6,17.72356885943861,0
Cisco,Sarah Harris,Blockchain Development,2020-02-16,2021-07-20,8a04eb163bcf3f81c3570143a8,0.0497,2145,0.2475,0.6896,0.4088,0,1,191.72,1
PMI,David Dubois,Big Data Analytics,2022-11-28,2026-11-09,ef30c39381d03972d2add859c78bce021f25037e1f0936c80eea7cc1b8400dc0,0.963113840416601,1129,0.7807665502787756,0.9725435371552464,0.9421792673846336,1,7,1.581985003570088,0
CertForge Academy,Sarah Ali,Full Stack Development,2020-06-17,2022-07-20,3eacaea09b41cc008f7d8b1e09729eae528214a5b3dfec4e9fa8ad7f0f77d1cd,0.14,2023,0.2435,0.5959,0.0666,0,0,18.08,1
CompTIA,Susan Chen,AI & Deep Learning,2023-09-18,2027-04-17,145af1000fde9d07ee4718cbf23c128c5002d59a3d18a85a0ae44923d9f4b505,0.8776835149629832,835,0.8103666294130231,0.9049434187111027,0.9184766471549558,1,4,75.59436525508488,0
Oracle,Yuki Tanaka,Business Analytics,2021-06-06,2024-10-17,7b1c301f9187e7dc5875936278196da2e6373ec40dd0c9e409bca8e441ef15dd,0.7330282514558009,1669,0.6793776215758173,0.9154410453615369,0.8799648643600831,1,9,18.236910756935337,0
Cisco,Mary Tanaka,Mobile App Development,2025-05-14,2028-10-02,3883335748eb7f99d5442a48c3d56f4c9f1b4be406cc420ef916c7143e88c636,0.8067370103876899,231,0.7629204491098756,0.9251304183264955,0.7020970985411589,1,5,8.658619191520206,0
Udemy,Robert Johnson,Project Management Professional,2023-06-08,2028-04-10,7d8e45cab0693571d094d6551744d4bea40a9f50ff9eb38e942716f0d0e33d27,0.9652240166819017,937,0.9314951338156119,0.9774673449744281,0.9889222921680944,1,5,104.97676269823957,0
Google,Sarah Chen,Business Analytics,2020-07-14,2024-11-15,c519806b859f698cf202604f8dd2f4e21baee754465bc62e7cea9a93fcc64cfa,0.9042815744018281,1996,0.6756630633515625,,0.9198053832387597,1,4,38.35755404725966,0
Stanford University,Elizabeth Thompson,IoT Development,2023-03-31,2023-09-12,50fab757224faf932d67bcbc3be63509246006ffdc48fa67c5ceb1923cd6864e,0.0786,1006,0.3794,0.4915,0.089,0,0,134.87,1
Columbia University,Wei Williams,Robotics Engineering,2020-09-07,2025-02-02,1e1ed8b1fa7f96e5ed4ecfbc54b5408a98e7d47b94d409eeaad73c13d48aee4b,0.8981552663687509,1941,0.963382748978357,0.9321421020200855,0.7877722492979099,1,7,41.5303533579227,0
University of Toronto,Fatima Anderson,Robotics Engineering,2026-07-25,2031-03-26,a35d9ec4930ba980451e9c2844149d4453d636e83b8cf3c1202bf16a14c972eb,0.2384,-206,0.1643,0.8066,0.1805,1,2,101.86,1
FakeUniversity123,Pierre Rodriguez,Project Management Professional,2026-08-20,2030-04-09,56bab1d4322e9c23f0b2a3f81e5faa4864f1df24c0e0e47019fbef6de2bf6c6c,0.1146,-232,0.0801,0.5632,0.1513,0,0,64.14,1
DiplomaMill Online,Patricia Kim,Blockchain Development,2020-12-29,2021-11-10,c8a7b9883bb5e999f6e23528d31cbb54e4fdacf2bb237063cdf754a126a0199b,0.1597,1828,0.0973,0.5526,0.5,0,2,35.62,1
Johns Hopkins University,Barbara Smith,Natural Language Processing,2023-01-12,2025-02-20,6f75b9c168ed4334cb58ac00aaf6ba177b0dfad48997b4e107f8b8081c1077f2,0.8634403696975624,1084,0.7736959127964059,0.8807005269746025,0.8077628044459816,1,10,51.02188722032177,0
Oracle,William Smith,Business Analytics,2023-11-20,2027-11-19,edd37238c3dc6af407aac36545148b4a6c8d588eecdea5055c3efc38c6fb6b5c,0.9083895744490823,772,0.9666332969532863,0.9507847723103102,0.7228808014890848,1,11,62.554745000896546,0
Adobe,John Martinez,Cybersecurity Analyst,2022-08-09,2025-08-14,4353368ab99ea8200fba78886dba87e448315704def4c1ddcb069ef4d6138b73,0.784083583661251,1240,0.8891704941206298,0.8460285273717927,0.8043483958926587,1,6,43.05700098509534,0
AWS,Sophie Jones,IoT Development,2024-12-24,2029-03-11,c294b70a31ada182878ab0b8a85566430f3372f701c1ab0c47234f9d31320d5b,0.7085794969700194,372,0.9858391092290817,0.89526549313367,0.796928502422064,1,8,10.467883192516469,0
Columbia University,Jennifer Wang,UI/UX Design,2025-04-17,2027-06-29,33599295c4f395eb1330f90c7371206e721f88deb41ace88aa3492a877835339,0.9182922894297174,258,0.7416374197154326,0.8072839939856864,0.8611665008787455,1,11,13.799264278578741,0
Harvard University,Elizabeth Davis,Agile Methodology,2024-11-26,2026-07-19,49af255f91d4141b2aa1e69bb37d6e2dbab1980bf2275660586a142245758a75,0.7195873398486758,400,0.8859910081112893,0.7943311064990742,0.9035125800289869,1,5,2.237548141391179,0
Johns Hopkins University,Christopher Jackson,Network Engineering,2021-06-28,2023-05-21,7e4583f1cdb1def815fe50af8c573339e436c131de3cb8d8a7376dde92999e23,0.6308431131105258,1647,0.8816018168498085,0.9665129711578775,0.8333537014192635,1,2,13.054322649311096,0
Salesforce,Thomas Hassan,Machine Learning Fundamentals,2024-03-31,2028-01-18,6a1936a7bf38aa38545da98bb851cff98dd0e2a428857ed065d54ac74cb0eb02,0.940001425661417,640,0.9149770946083879,0.8778131605114319,0.7324946313662895,1,8,4.653978681974548,0
IBM,Ana Mueller,IoT Development,2022-05-25,2025-07-29,f35f74e0bf220b0eb0cb8e5a1fede48f98c9c814443faa28ffe682eac445d7b9,0.8258723723889515,1316,0.7331093778474352,0.9040267689452521,0.7483085054781707,1,2,12.944433692533298,0
Udemy,Jennifer Thompson,Blockchain Development,2020-11-01,2025-05-16,685c6cb90178520ae94cf084e6a8c373c323b8e7db0a9cb56c44f45871832fec,0.5286157422533351,1886,0.7711944967880132,0.8558113455347921,0.9046112785671063,1,6,11.999165644953099,0
AWS,Robert Martinez,Software Testing,2020-01-18,2024-03-30,8187c5a5d84b770560e0a52efff7327931a0fff771a0f01886c7e45b9419373d,0.8084148515989136,2174,0.771767927874091,0.8905981508481411,0.7274060024609298,0,3,1.1016221787137626,0
Salesforce,John Thompson,Cybersecurity Analyst,2022-03-03,2025-10-12,174176be406225851026e83bb6e1ab0ecdc0633ec558434081d397df44a9ceaa,0.9733733282902168,1399,0.7128248550179327,0.9417914239899707,0.6323887291559742,1,6,0.06824792685387829,0
ETH Zurich,Linda White,Natural Language Processing,2020-02-23,2024-07-07,3ba3943c22ead8d84111927b52954f3f9dbdca782a7db9a33f9fb4cc83770ba1,0.9418155386943011,2138,0.8235204388947376,0.9126430885654389,0.9249738573183147,1,7,33.92809459844097,0
DiplomaMill Online,Michael Mueller,Blockchain Development,2026-09-02,2029-11-04,e6fa918cf0661d2dcb59b7b73388200d633f2e6b9539bbc429c4d041bb9c0297,0.0126,-245,0.1377,0.571,0.197,0,0,77.59,1
Yale University,Ana Martin,Data Engineering,2025-08-19,2030-04-28,b829464f763cb7b9909caabc0b8dfd5d33f4ae0d21aff4e6aa7de283173ec86d,0.660353211255148,134,0.950569274853962,0.9404444834011202,0.7969112849000896,1,8,15.08193501981143,0
Johns Hopkins University,Mary Tanaka,Cloud Architecture,2025-02-22,2029-11-28,31eaaf260b66347390af90bb1c35e175c0139c863aac8093f0a0f9b3cc275373,0.6435278526045112,312,0.8041287475726808,0.87290165851639,,1,4,29.0529357438868,0
TU Munich,Mohammed Chen,Cloud Architecture,2022-12-06,2025-06-24,790e53b8c5e8763b746e656a98f04167ad1343aecbe3e77f2cbfc8f8dd77c596,0.7529224822566837,1121,0.7452154313687102,,0.9451936316588523,1,8,54.391818840155466,0
Cambridge University,Linda Patel,Machine Learning Fundamentals,2020-06-01,2024-10-24,cc5eb31fa2cf41907ed53c76712088030432be1ad6ef265b281e1c24276543dc,0.8857354478792573,2039,0.784210409301801,0.8997641685139766,0.8339215911975838,1,6,71.4715552272681,0
Salesforce,Wei Taylor,Computer Vision,2024-09-21,2027-06-08,9d33e26a96352e9be4b3a235286e46234cb08ec76ded31c9b3565ee242a06bb6,0.8042212761604174,466,0.7734609719718908,0.9246623768148081,0.6482316456506415,1,6,1.7579458741714176,0
PMI,Joseph Thompson,Big Data Analytics,2024-01-21,2025-05-12,42fc45e7d3d86e9dc5ffedddc6274fc73d521c0cf8758a56cc489f61bba34945,0.5559355237195164,710,0.9088586798833458,0.9120781677936384,0.952994012206463,1,6,107.631605150105,0
Udemy,Fatima Taylor,IoT Development,2025-08-01,2029-10-28,0897024f18f9884713a0140b000fac3b11b161d5e870468ab35973762bf82985,0.6972947583796382,152,0.7004546182594907,0.917073573696828,0.6495163294243655,1,6,4.110872678807753,0
PMI,Robert Thompson,Business Analytics,2025-12-27,2030-01-02,44c89e0d0d681d49d8ee34f4cf7959a95a28bba519f6d3666cdce390852e8ae1,0.8493377739712541,4,0.49220771158132615,0.9531511342294378,0.8030647694546349,1,5,14.454036830477463,0
Cisco,Wei Santos,IoT Development,2023-12-28,2026-08-18,da0ebf6b626b2b7b352b0ae20cd86d62f5bec1493f85681de40ed65c387b98c9,0.9520229690260646,734,0.8127660534452367,0.9615954449994581,0.8657877933245901,1,8,3.9266593653396518,0
Harvard University,Susan Johnson,Data Science Professional,2020-12-14,2023-07-13,8c4d691549ed2f335f1846f626446f34ec5256daeedadc34d9499d121ab8042c,0.7391302453550999,1843,0.818607755204911,0.9353418946444594,0.9496873634984011,1,4,15.945943472995115,0
AWS,Patricia Ali,Robotics Engineering,2022-03-25,2024-10-10,e99754b275661985aa5c54d49800d5683be7e75430571b03164e5fb3f52f715b,0.7279260084445687,1377,0.887929847136104,0.9084971861957947,0.9919560223528016,1,7,3.4444258977489484,0
Columbia University,Barbara Smith,Blockchain Development,2023-05-02,2024-10-27,5b50d82215b400e12ba5e6b70501800e7e8c329c06f836b4d092cc01e74f7baf,0.6061750017525476,974,0.6536834406335492,0.9370351669124047,0.9743552292485228,1,6,2.55053697563078,0
CertForge Academy,Richard Harris,Natural Language Processing,2025-03-17,2026-09-20,b7487ab96e82048cef303308ec2cc6c93ba9b6dd08f5fa8c5bce0e9be1a71275,0.0128,289,0.3213,0.4979,0.4021,0,2,5.69,1
AWS,Elizabeth Ali,Database Administration,2024-08-23,2025-10-20,348520831d8671030665227934ee81eb8306327626c65706dfa7c761fe81aa5a,0.802116025558185,495,0.6186250195028334,0.846601208851636,0.9401004722444216,1,4,12.208008240796133,0
edX,Mary Anderson,Agile Methodology,2022-07-30,2026-04-07,2688814d688abdeea8478720f2095ef39b35d6ed968dab2347dc4ab0f61b1805,0.7595838928617296,1250,0.7555838993177755,0.9112849350867305,0.6606096820791569,1,6,2.9877093142445763,0
AWS,Sophie Harris,Project Management Professional,2021-05-03,2025-11-16,1064467d460f985af75b838fb70fa25c22fdb801ee6d286f39c4bc6d6ff66166,0.7570064219874654,1703,0.9007636733213321,0.9768732624869033,0.8494130207618699,1,7,2.9227549246336775,0
Adobe,Jennifer Smith,Network Engineering,2022-02-21,2025-10-07,f16df05894d1e429336c3d3838be6c56a36d37df07c3a9038268b0ae2aed15a1,0.8906972917955958,1409,0.8668380879216934,,0.7738466137002901,1,3,7.559165131521289,0
PMI,Arun Jones,Software Testing,2025-03-26,2026-07-25,918cb0b4ec8c1fe9523643b74c1c0e65678c5df917c16677ec4ef9da3fe755bf,0.9283650061763907,280,0.7525556459381824,0.9264191287689862,0.8398822572618829,1,6,37.67976373187297,0
University of Toronto,Joseph Martin,Quantum Computing Basics,2023-02-19,2028-02-05,dc901ee71a49ec0a67d823b6a5a0f006ab295650a730340e94337aba0afc9e07,0.816235661007124,1046,0.9448268727292273,0.8599175325304811,0.9782499615320005,1,6,60.47867415186713,0
Microsoft,Patricia Jackson,Database Administration,2023-06-26,2024-07-20,3d9aa5388a051136d0b0ad8817b96cf1fcd0f611b8f3c6bd6b79e747cea4d61c,0.810800525643667,919,0.8580268925210087,0.8829644640726897,0.720437667740189,1,7,11.79204768915372,0
Yale University,Carlos Wang,DevOps Engineering,2020-07-07,2024-09-03,930f55e9a9e59a35536e16fbdd611a2662cb01c97098d26f43aee98e59eb3d8a,0.5665604757413513,2003,0.6329293628401564,0.8873228347205221,0.7787904889498718,1,8,19.273525424625696,0
Harvard University,Fatima Thompson,Business Analytics,2022-03-10,2023-05-09,1a34d1a1681993720048b36dd40261df10f7478d28914839a0e613d344779b5d,0.8240341458114322,1392,0.7642006325453162,0.8907415732824142,0.8898848354478379,1,10,16.64573666175389,0
TU Munich,Mohammed Miller,Full Stack Development,2025-02-13,2029-02-18,a75121670469d804a50a0c4ff18747978424fc8020fa8996df121923c2bf9e42,0.0011,321,0.4252,,0.1888,0,0,278.24,1
Adobe,Mohammed Mueller,Big Data Analytics,2025-05-30,2027-04-09,4f7b28c7ae259988364ee601b84e30f8c19a24b2d95d92d4a136ef9114486d42,0.7355624803372598,215,0.7441980395120288,0.9040665530259534,0.8712020342087864,0,9,6.539138429263085,0
AWS,Ana Santos,Machine Learning Fundamentals,2022-01-07,2024-02-13,cf937f0f88d64ac5bb9f4932fd54dd1734061a6fcee5e9a658f18384b5bc0594,0.6842882628219085,1454,0.6715569724905852,0.9770908858543346,0.9502149816819468,1,8,84.24294755980543,0
Stanford University,Joseph Hassan,Computer Vision,2020-08-12,2024-04-07,f2abcff8e0d296e44300dde1be20e1572a2b760fb79c1c1a3219f01f0fc990d8,0.9547884115172701,1967,0.8574207769890616,0.917952817917753,0.950815012723694,1,7,17.539872939292426,0
University of Oxford,Richard Thompson,Blockchain Development,2020-03-26,2024-12-07,86727eb10c5360d607a190580d62fb1bd6c1e9ae4bafb104617f90394f6b37b1,0.5494941492220844,2106,0.8182659087920353,0.9510618852223832,0.8503817208746013,1,8,20.030306960270668,0
ETH Zurich,Christopher Taylor,Machine Learning Fundamentals,2020-12-11,2023-01-30,2211f9ade22c1a81fa5bd5c80eaa36a2db38c17e8f96d2f432aa3c388fa4dab6,0.6597112514903157,1846,0.6764107452407389,0.8677209495687193,0.9667109395899827,1,5,0.6338363939516252,0
Columbia University,Barbara Rodriguez,Cloud Architecture,2022-03-28,2026-08-31,c51d8397f7a8508f5fca8d0917afd1cbb629e3fe8625edf56dde81d05521055c,0.5218879339712948,1374,0.9831509447079161,0.8035119306223326,0.9026165747819563,1,8,17.126655717584452,0
Microsoft,Jennifer Ali,Network Engineering,2025-10-01,2028-07-21,7bc9e4597459dfe3738f234ec6abd8b0a27c0b29a940916107b232e1263d55b7,0.7958895261905155,91,,0.8707135081176736,0.8101242087659045,1,3,26.076277700606727,0
Google,Pierre Davis,Blockchain Development,2025-04-09,2029-05-02,ccaefa9171b9de8140e3c5b5dd568f38ca41e696f3a265a85cf8aad01524e9e1,0.9631437712103108,266,0.9117333739461984,0.8362416248698197,0.7145314099768417,1,4,10.222895664013755,0
CompTIA,Joseph Hassan,Data Science Professional,2024-06-15,2028-07-18,b73ad7e151449ba59d7d83ef318ebca16117288f6c755e981edd81a1233e131e,0.6071279103321879,564,0.7505493707214771,0.8354149088702503,0.8613131664066698,1,7,25.23680104043567,0
Yale University,Karen Jackson,Business Analytics,2021-04-08,2022-09-10,8f8b0b1f2f7a22a71bca9bf04314cb46b964c08c0851f472f346f7dd6e404720,0.8920445652430373,1728,0.9399490306904515,0.9107482258315676,0.8541163106856074,0,3,1.0805032503174,0
edX,Mohammed Johnson,UI/UX Design,2023-08-12,2028-07-11,0e8d34433da90af1d87e3f59cb1d705225ba4ced4ba0cd1d92230fa032eb6b46,0.8898258276925244,872,0.9589283981214664,0.8709363764424556,0.6103480136118415,1,4,4.1772111744880815,0
MIT,Wei Garcia,Mobile App Development,2020-04-19,2023-01-27,203cb48232d7c7ad6c5a45452dbefb0172513d21f54609984fc8a9beb25fca4e,0.8027112222506273,2082,0.6017673723976498,0.9093072892619224,0.908913606715089,1,10,34.36487134167547,0
DiplomaMill Online,John Anderson,Project Management Professional,2022-08-09,2026-08-19,63a20dba,0.0938,1240,0.374,0.75,0.1873,0,0,157.95,1
Google,Thomas Thompson,Machine Learning Fundamentals,2024-04-17,2028-03-20,f7db7d414b6d72086888629cfede4d6ef1ecab747be2f0c85ec77d3538c58b36,0.6758270009917043,623,0.9401545821436139,0.9937052221299965,0.9696393585884285,1,6,10.585187083843957,0
ETH Zurich,Jennifer Dubois,DevOps Engineering,2020-10-25,2025-07-05,7f00a9247318a900488c9635a14dadaebe3cfa2f9b4dbcc9bdbdcc29d42d9d00,0.9443104205350135,1893,0.87485839991258,0.9612813401067788,0.8411483909934392,1,9,10.151500844360488,0
NUS Singapore,Barbara Anderson,Database Administration,2024-01-14,2026-01-12,de15f56be4a3705c16f7a06e069fd02d694b5bf020170c45484183616e97bd08,0.9624777469988831,717,0.8968454453797595,0.9181560219328105,0.6784406974273434,1,5,30.510048862783524,0
Adobe,Sophie Thomas,Business Analytics,2024-10-25,2028-04-13,97aba0e9b9c9591282c192685573cb1eb6e73223798a2a5ba4131419dbf8623f,0.1715,432,0.1167,0.4645,0.2663,1,0,21.96,1
Stanford University,Mary Santos,AI & Deep Learning,2021-03-19,2025-12-09,ca57e768a7b4f5632e5304fcc3878c7f6bb321afb8a3e7288bdb7a53e5d2a8f5,0.7374206075304577,1748,0.6236843339208827,0.9448558717019147,0.5757013447478364,1,5,52.33134069089371,0
Cisco,Sophie Santos,UI/UX Design,2024-08-14,2029-03-15,0ce2b7e51f022548959b10a571e85e5f1cd12237eaddf1f553c66400b19171cf,0.8098574530849244,504,0.7462878083617702,0.9223186853718148,0.925460015460828,1,9,3.205708655454585,0
ETH Zurich,Barbara Hassan,Blockchain Development,2023-07-27,2024-08-27,d626ef2a90d46e1ecbcddb63ddd2bd38b4198fff9b3c1537563ebcf244b5eba6,0.6624210425632838,888,0.7187089683840042,0.8894361961038422,0.5972434697467138,1,7,35.90617102771,0
Oracle,Sarah Johnson,Business Analytics,2024-12-04,2029-10-30,52c9ffb6dc9ac7e766e14438d81f8a9c9dda4de39f6358bf1a28b59e7ca30717,0.6818181974213102,392,0.818993655025077,0.9536372597143434,0.8627718328909612,1,6,14.897776341081052,0
edX,Yuki Smith,Computer Vision,2023-02-01,2026-07-13,aff89f383727ade8964b1034b530fea7980092fd1c222f4887f9daf1364f830c,0.58710455094765,1064,0.9458567579489995,0.8800168965134365,0.7518044391706523,0,5,18.145582058019766,0
Columbia University,Sarah Patel,Agile Methodology,2023-06-03,2027-01-28,b378e175291c6e1f90f23b5944a276ed19a07644c50424af5d93609a9a86d817,0.7272180166295497,942,0.842564639305568,0.9345080431789954,0.6606024942332571,0,7,26.872561651501044,0
TU Munich,Barbara Dubois,AI & Deep Learning,2022-04-17,2024-02-15,359bd7c0c08a6cf0889a66f4d3428295173262d03f4e9d8b3a4b449ab0cf0838,0.8243213011409563,1354,0.9254891355764983,0.8791495617721525,0.8035324732477465,1,6,27.211117007632843,0
QuickCert Ltd,Joseph Santos,Cloud Architecture,2023-12-28,2024-04-24,b51d7ede85c9de89891bcae2d2b419996a60a975dcc5ce266b2a521c371180b3,0.0026,734,0.606,0.5948,0.4993,1,4,46.31,1
Yale University,David Santos,Machine Learning Fundamentals,2021-06-11,2023-09-20,1c06911f85437f28df9ea974a9bce21def75dcf412671f4e592927e636343660,0.8774473233787549,1664,0.8097796438626652,0.9124661132152837,0.9060127892549479,1,11,14.410224548461116,0
Yale University,Ana Chen,Agile Methodology,2022-02-05,2023-05-20,9240d3581d8abf92de0c45171897bd95b6056f79db3d588c84ec9d4755fb017e,0.7899275396374897,1425,0.6734436647345692,0.9105077063829126,0.9386704964656548,1,6,31.658708852469026,0
University of Oxford,Linda Kumar,Cybersecurity Analyst,2021-01-16,2023-07-12,540eef428b0a28d911fc1935fbc6f9ffc561def679b0a2a578bd4717cd8fbcda,0.970212791075953,1810,0.8648826535896276,0.9636399241147978,0.7546562903272942,1,4,13.157468718766426,0
CompTIA,Richard Smith,Digital Marketing,2024-12-01,2028-08-06,91628b3b0c6ebd345996a5503391624fd5150b27a7c2757f020ee561894bfa2a,0.8977901816403979,395,0.9630327032048065,0.9263381552449305,0.8008734761167972,1,9,58.69154658626453,0
AWS,Carlos Thomas,Cloud Architecture,2023-04-19,2025-10-27,11f39a32d3f3f276e5eed0dab7f8c883ce57b77611a73ead7beef1e73aff0cfa,0.8734268445716875,987,0.8095695711965983,0.9311959549876797,0.7351471026970559,1,5,58.064114445771175,0
PMI,Linda Mueller,Digital Marketing,2023-11-07,2026-05-11,066fce451c499786facaf5da3726ae8b2f2967a9282c70cb30e4c24ef5712a5f,0.9530947746640656,785,0.9533526745142644,0.8637605417012972,0.7954330542858219,1,4,147.71824588257752,0
Cambridge University,Linda Martin,Business Analytics,2020-07-10,2024-01-19,e3ea1682a7fdb0500d6008362bd8d37233e86e0f6072c821aa2151b0c72dc8a9,0.7413816547666051,2000,0.8773393669805333,0.9130590859832932,0.9851879404785204,1,7,19.868479083600374,0
edX,Thomas Hassan,UI/UX Design,2025-06-04,2029-04-10,054513cfb93c448717d7650e402759cee7172b815fa1ec7c9503649203ed2cde,0.9536141871032664,210,0.9593066192235177,0.9317113567060218,0.975226030091075,1,4,24.03266482353917,0
University of Toronto,Karen Jones,Network Engineering,2022-08-02,2024-10-09,0c59b839ce56418140885e6074f8cc3cc191c86f3c20c3973ae6f46e9d4b2c8e,0.558548600331024,1247,0.9050173802044774,0.7983473425746697,0.7889127340903164,1,1,29.826604453066302,0
Stanford University,Priya White,Robotics Engineering,2023-01-09,2024-06-05,e5c3fbb026bef6f45b909df48237e76f799afefe2bb7197d29a8842aac6e81a8,0.7549786336874214,1087,0.7051125909189772,0.9002692004831412,0.898804311326173,1,9,10.98642704055864,0
University of Toronto,Sophie Mueller,Data Engineering,2024-10-09,2026-05-22,2ce4a6fa5330c814ce1aef478ad08b99f2200d51d585f1b4cec7bd14956b3bcd,0.8898466251726169,448,0.8297118213667843,0.9312005314123758,0.9230304176595757,1,5,53.36035960122254,0
PMI,Yuki Garcia,Database Administration,2021-06-08,2022-10-10,b9f4b5fe1384d2e00730dbdd6dcf3548b30e4911be350dc323aefbea5eadfc32,0.7895270986955426,1667,0.7883247508570601,0.9730863580687847,0.8414821577071956,1,8,32.353840463719635,0
Yale University,Joseph Harris,Agile Methodology,2020-05-30,2025-03-15,5408f4d9d94921beef2f01c68a5407896979e831cc1bc693ee82cf230b31da3b,0.9428912826103303,2041,0.971570853053658,0.8007481190345631,0.8409105891733587,1,10,8.9351288337625,0
Microsoft,Patricia Williams,Big Data Analytics,2025-09-23,2027-09-25,9fc8b70c4813cbc0de6796484926308ad28975265463f1a8fc30808834980e44,0.8984805511443537,99,0.7908700231316131,0.7905605784308795,0.8854800627527171,1,2,13.160350769999829,0
PMI,Elizabeth Williams,Data Engineering,2024-08-15,2028-07-11,c6461058848fb828a85e1c065543836f4b5ca8afd898e45736fcc0986f49cd85,0.7322574263629981,503,0.6665253832287236,0.8937349154059018,0.9174687025977855,1,7,20.00149232697435,0
Johns Hopkins University,Elizabeth Kim,Full Stack Development,2022-09-25,2027-04-15,f41db6a59dd07021a9f90021cb3db25c69a2380de8461d71dac97a3431ed0869,0.8474364341779593,1193,0.8733948992303153,0.9090151705545786,0.9319554104751683,1,6,22.34375091329643,0
University of Toronto,Thomas Kumar,IoT Development,2026-08-07,2030-10-04,179f9593c47b17392e02c340b4e69a1790a8804c62cfeef91fb01a42b9132d70,0.3933,-219,0.3938,0.473,0.2197,0,3,18.2,1
Google,Joseph Dubois,UI/UX Design,2021-01-31,2023-01-29,4d43c01962ada0d985d0df10c33250d447af56b5b8ae9f47d94d9d8637f9d204,0.8004701057749207,1795,0.8006396984059582,1.0,0.7699225189599505,1,7,142.8738697673095,0
ETH Zurich,Karen Smith,DevOps Engineering,2025-09-26,2029-12-01,fa81016f7ab2b4ef4e9654b606486d383f93242f321cc48668eb8d891b0c7b53,0.629902329834705,96,0.8136048446486633,,0.6643796247155471,1,3,17.680916120388726,0
Salesforce,Arun Dubois,Quantum Computing Basics,2025-04-10,2029-05-22,27d0ba08a4e5dd57d34ccb2f0bc1c6f68a9f247f3c1854f9eeeee232b19855a8,0.4872085174114114,265,0.7053703746029549,0.8863139319863946,0.9925147690627003,0,9,3.8749595657559706,0
QuickCert Ltd,Sarah Johnson,IoT Development,2024-11-07,2027-06-26,0fc21ac97c2eab91528a4896a2a70d30ab6d6c176514231fd7496742f2eaccbc,0.0689,419,0.4817,0.9066,0.0459,0,0,152.83,1
Johns Hopkins University,Pierre Wang,Natural Language Processing,2025-07-07,2029-10-01,93f3671d0710e37d71a4c66585891952c9cc1ce0db22a9aa3541de043b9826de,0.9508078412699261,177,0.8095526928162242,0.9220919759556375,0.8354920599389826,1,6,8.190765687422743,0
Cambridge University,Mary Chen,Full Stack Development,2023-06-17,2028-03-01,26109dfd4f9bdf75a800913b00419da51d37f8118033fcbc1535a8384c1d7636,0.6299968698198702,928,0.8671832661176856,0.8580801238755519,0.8048562800718196,1,8,4.241615750833563,0
edX,Wei Kumar,Business Analytics,2021-02-24,2022-03-17,51b89ba6094190a81bf84d8102f5b36c720025d5b09f3ab8d1fcc5ce21a603bd,0.9238690417251624,1771,0.8951156751510386,0.8985658739931395,0.8279535473016744,1,4,38.749716071810994,0
QuickCert Ltd,John Hassan,Big Data Analytics,2025-04-23,2025-09-04,80efe35e7b1b238dd6c3944a00e3045dc46b58cd0e3ead6fa1bec92f59f016bb,0.0196,252,0.1594,0.527,0.0992,1,0,65.53,1
Oracle,Richard Thompson,Network Engineering,2020-04-24,2024-06-25,0665d072f2c5998e54c82b401c037643bbef5a9b8cb4580716b2431969855eab,0.9222208687298429,2077,0.7059909835730789,0.9881511874028922,0.8702832839159189,1,5,1.2054507967474999,0
ETH Zurich,Sophie Taylor,Agile Methodology,2020-08-24,2023-04-04,34d7fd35d7dfcbcff9b7331752aa25257ea70ec1c033454a7746135bf1b67b77,0.6773362585949373,1955,0.873725152862864,0.8655080352538307,0.9031148507276697,1,8,27.018894401197294,0
University of Toronto,Arun Brown,UI/UX Design,2020-09-18,2024-02-21,713bb9b1fc53d3515a71b5491c6bff933abb20409d31f93b3933264ad59506f3,0.8346001449103186,1930,0.9032670517609175,0.9384017787275106,0.9331884749224886,1,4,13.592016940036595,0
Stanford University,Ana Kim,Blockchain Development,2025-04-30,2028-05-21,999123e795e4b62f0890e4d459cb47983449aea5d7c16adf32f69364e6efef51,0.7447218856878922,245,0.9109389783194525,0.9648907173062499,0.7956344302231163,1,3,10.057737672262862,0
TU Munich,Barbara Rodriguez,Cybersecurity Analyst,2023-09-27,2027-08-02,1434c0cb69805ea3158ef2cace537302829025e904c42653f9f85120d8f334dd,0.8377708219426415,826,0.7965106566524028,0.8699261132825759,0.785119120233885,1,6,51.87017758050204,0
CompTIA,Linda White,AI & Deep Learning,2023-12-19,2026-12-27,7cadd1090412d59e5a9b9804f0d921285f19c53e01ac5aa67574149c046eac6e,0.7528894545863523,743,0.7083362188189033,0.9225528560268702,0.9895804584936098,0,7,9.149353823291856,0
FakeUniversity123,Christopher Kumar,Computer Vision,2024-04-18,2029-03-13,90caab63ca4fe31e8cede7b4fa6afab77a5c28e06228f9e77404c8d249e14a4a,0.1767,622,0.1431,0.5751,0.1874,1,0,185.56,1
University of Oxford,Sarah Chen,Database Administration,2020-01-23,2022-10-15,8527778836e60a7f7151aebb0448383e3a5ce8a84f05f0e128e5ea82752d3cea,0.9335118889991535,2169,0.9496223611377612,0.9464337167482156,0.9563760392538978,1,4,12.618414573459455,0
Harvard University,Sophie Wang,Cloud Architecture,2023-05-07,2026-04-10,bc4d0884ac31636c9a01259284b806b6e5aac66bfce4ade749c10d94936fca06,0.9376449379667613,969,0.7341817925447198,0.9297037619132063,0.967519828806529,1,5,32.833570476943514,0
MIT,Jennifer Chen,Project Management Professional,2020-01-02,2024-03-15,22671c251d300b862fdee8b2629b2dc0c4f6faf23d85ce7437c67e206f398a77,0.6480724844567619,2190,0.997451763814355,0.8603705559976614,0.8910764819008012,1,6,66.21961821908971,0
MIT,Patricia Johnson,Data Science Professional,2023-08-19,2025-04-23,275e1c2121325d82fae586d9cf998e5eda1cfa1e9590cc4cbe2dd8f7a3d0a792,0.7610862812138828,865,0.9582427970449726,0.8596096913118156,0.7606054044940871,1,5,4.828431118246478,0
Coursera,Jessica Brown,Network Engineering,2024-03-03,2028-04-17,43b28a980bd2c2a09dcaf49505b3cd9e57d7e00411a0034d10fdbddec919d9bd,0.8767717980108045,668,0.8160174334501686,0.948091620606256,0.8726553588134223,1,8,26.446118706031626,0
Oracle,Richard Smith,Data Engineering,2024-01-15,2027-11-28,f22119c254c1e6216130b91ab494d1d5c84a136290b7136ddaf614c5c4697fac,0.7222580625248985,716,0.8853690897135763,0.9482345693991749,0.8174523857915839,1,4,5.955467712859855,0
Stanford University,Jennifer Martin,Quantum Computing Basics,2023-11-28,2028-05-09,71d8c11e89dcf85bbdd939d862e198711184903d84c3177f570c2dce7285e5fa,0.7876378628792409,764,0.8891783575633079,0.8928381760706725,0.9316857991453427,1,7,39.90555933076618,0
MIT,Yuki Hassan,Agile Methodology,2021-11-12,2025-12-04,d18c9667a2f498f97b0874fc1295a8cf35c766718e2d9f80350b487bbd7485a0,0.6817720691349671,1510,0.8209645310403437,0.9815737244550127,0.9442849901697713,0,5,10.779293692526187,0
Cambridge University,Mohammed White,Data Science Professional,2021-10-17,2025-03-27,d1dc0187cb1cfbc776366a0a252bf2446cb3a30d49fc8b2bc511dcd64045d6d7,0.77624460071982,1536,0.7568112585825244,0.8300441728227209,0.8890724343990938,1,5,55.085340411173895,0
AWS,Yuki Taylor,Quantum Computing Basics,2023-05-15,2027-12-06,df69f07e787d32c1180b58b2bdbec27993a36cf76b11fb85c5f3d4cfe84e3d63,0.4530800115670898,961,0.7831419806706393,0.8819423739613567,0.8797583931808552,1,7,8.77214514135051,0
Cisco,Susan Harris,Natural Language Processing,2025-01-31,2029-06-17,f73aaa44504bcf0436cb500f4d5c7244d781624034c2793d7a87c235ab011b4c,0.9558239228760725,334,0.8859961069990515,0.8733786149587037,0.9876442754044858,1,4,0.16217811374912955,0
MIT,Jennifer Kim,Computer Vision,2021-02-13,2023-08-31,e6bab45aa07d39e068e83592113649341ae91f65c0875c599181ddb1eb036d68,0.7880755369072747,1782,0.7453307915858228,0.9461381052415808,0.9406384150451963,1,2,1.5773699202524196,0
TU Munich,Sophie Johnson,Full Stack Development,2020-05-12,2021-11-20,aad96147bdb9ca9374cc032738778de8df2627ae190926afb85973039078c878,0.8434704750268891,2059,0.7541943529463777,0.8568491128197019,0.9600656386964979,1,6,51.73972929312323,0
edX,Joseph Smith,UI/UX Design,2024-03-08,2026-07-24,4e5d2ce5628ce19843299d968f6a887994ec190a86b6c745ffbc6b73705568f7,0.899056343061769,663,0.849730392958134,0.9314677984179408,0.9721164937838731,1,8,49.30669287423172,0
IIT Delhi,James Thomas,UI/UX Design,2025-11-23,2030-03-28,69a0d1bf6054faa9455233ce5db2593403fe03013e3fb423f17c9741f0c9cec7,0.732764499989599,38,0.8588085239564764,,0.9679327282303244,1,5,146.01062743157613,0
CompTIA,Mohammed Jackson,Project Management Professional,2020-08-23,2025-01-25,a27e6dd1d46ff3405b2cfc5a9ecf331690a7bcf9ec6f6d796b2602d9ea4a5da3,0.893019410927949,1956,0.7068596469426807,0.9290727655396486,0.8221202209950927,1,9,17.110453727987668,0
CertForge Academy,Yuki Davis,DevOps Engineering,2025-12-16,2028-11-22,31376ee04b597a165f7e35d9841b762c02db0e7e72cea040f44204e0f0c016d7,0.1237,15,0.1451,0.7334,0.0055,0,0,9.64,1
Salesforce,Susan Miller,Robotics Engineering,2021-09-01,2024-01-25,536d1d18bf6b7240ecd881eed0c9fcedba926730d15160fd309beb809d162870,0.6983838984224965,1582,0.7115696866716387,0.9458782081686444,0.9240103557738887,1,9,45.44610372375806,0
Cisco,Karen Mueller,Mobile App Development,2023-09-30,2028-09-11,73f6a1c710e46ae0012c68266f7c6c3219f164c6918a6e3f9e8b4b6f1c6bb80a,0.913665531149158,823,0.778154630460352,0.8978140870789397,0.6781116558066684,1,4,46.8397694332524,0
Yale University,Priya Mueller,Data Engineering,2020-03-25,2021-09-22,f0cb821f9ed3a4b87383a68692be2b1fc91e357ba5dd66bc3a94f8a174f9974a,0.4793343164298477,2107,0.9155753106480048,0.963334177871165,0.9382225610968771,1,1,46.53099055710663,0
University of Toronto,Jennifer Williams,Network Engineering,2021-02-27,2024-03-07,4b46f3c61ea1bad137dcf2270b635cdfe9f16bf8437864306aebab8e229d3941,0.6065119994846192,1768,0.9624813055958678,0.900541622437072,0.9297845854143142,1,5,25.114707053537163,0
Stanford University,Barbara Jackson,Software Testing,2021-01-14,2022-11-28,7b2a578f027344160b5d30ba47dca1b803ed0bc7aa495c6512c8df6f606fcda1,0.6484617553789952,1812,0.9210872191957311,0.9195549772801604,0.662639109571425,1,4,6.823192353770492,0
Cambridge University,Susan Harris,Computer Vision,2020-04-01,2022-07-15,82e60c30a42df42ad46a396cb54726670eb49b7cad3ad7036410b481e33191bf,0.9363019711804682,2100,0.9464090889167115,0.8997814628611859,0.8766126504944803,1,5,28.624072439140374,0
University of Toronto,Priya Anderson,DevOps Engineering,2022-10-14,2025-12-24,6ca701f05b927f205662984b3ffee9e366ffce42137fa3fbf39b54f80032b0d3,0.6309791315193949,1174,0.8211874363471459,0.9450529648012583,0.8036153434388925,1,5,45.44846968520753,0
NUS Singapore,Linda Jones,Natural Language Processing,2022-12-14,2024-10-06,f36b2ac8e9e69972447c82640bb68f53a14932447a1e982f9c8ef054684440af,0.7767746127586187,1113,0.8214835811534408,0.9640402415168728,0.9767110617313423,0,6,29.347497654337005,0
Microsoft,John Ali,Data Engineering,2020-05-09,2024-04-07,382bba39c28c19c95f86fa7df7606c151f039babb7fe6c4ccf8cb0df9ddeecbc,0.5264540062411185,2062,0.8617734316416327,1.0,0.6461432538940707,1,1,77.2504474137147,0
Google,William Taylor,Business Analytics,2022-10-25,2024-01-11,44c19910b2f2fa139f1b422a91b74b730dbaa3d9046f513219152677fc08ded4,0.901563762624151,1163,0.5522705432408253,0.884116009660013,0.9776135408318399,1,6,37.54017357651327,0
MIT,Joseph Brown,Cloud Architecture,2025-11-11,2029-10-04,e090a3b2c905980dba76262e852cdc896b03e90130c61899b1f94aace3bf673c,0.9405076025310055,50,0.8633125652446579,0.880827890326369,0.9827013533864959,1,10,98.28252869680549,0
Johns Hopkins University,William Mueller,Software Testing,2020-08-12,2024-01-11,70b828da7d3c8bf6b601badec7508401f5404c3c8a99052e0c1c8977cee4a802,0.7084387797199332,1967,0.9490224271551151,0.9777752760387677,0.9185592431956072,1,5,2.9495538274221875,0
Udemy,Mary Anderson,IoT Development,2020-04-11,2025-02-09,81efc9149d8b10ea3160c3182a8bfbc3705f1050373da8b217b0ee6c1597e9c4,0.775090963016939,2090,0.8899764728220229,0.9022987826159026,0.5906162423908513,1,9,79.58199988456212,0
edX,Barbara Smith,Data Engineering,2024-12-31,2026-10-09,5b15733eba085bc15e86f8ffd87e9b06bfd5d95b30879a727fdc3ae68b504784,0.9424503348759037,365,0.6635322632492894,0.9622887531792184,0.8876963627217194,1,7,31.520072328210752,0
Google,Joseph Taylor,DevOps Engineering,2022-01-02,2024-03-02,4bf9d54ddbe15cb3de321d3667b76c4dd3e11ef7a3f0b972e0e505bfa38729b2,0.8943409609038223,1459,0.5416300210411231,0.9090973906376639,0.8950862512635858,0,6,19.620290984093586,0
InstaDegree Corp,Ana Chen,Network Engineering,2020-09-24,2023-02-17,fc1dfaf781f4c7231527aa661c75b3b3d5b45fd39cf1d3b52d06573109f44088,0.0357,1924,0.3693,0.7495,0.0379,0,2,198.16,1
Coursera,Arun Martin,Cybersecurity Analyst,2020-06-05,2021-10-20,9d64a3ad860aacd00409460e8a90fdd3663aafdec1e1e70518ca39cfb973cfc7,0.6290231869315237,2035,0.9646928701028568,0.8997078094347569,0.8806471426787672,0,8,6.1187159048834,0
Microsoft,Karen Garcia,Full Stack Development,2024-04-01,2026-11-09,1e6dcc289e54737da6c990534458f9512c48c30d2b5f2f969706152d8fa2c29d,0.7659825886489084,639,0.7962958565339907,0.9075687562717281,0.8065288486680031,1,11,32.43058847923822,0
IIT Delhi,Ana Chen,Business Analytics,2021-04-17,2025-08-12,60f1de374e80595b20b58c13ac9d0baf3bf01896e37ea9e0042ad987ab0eb8b6,0.8712529430134233,1719,0.8731519388276604,0.9472253875211616,0.7109112620367593,1,4,15.484698512148976,0
Harvard University,Thomas Anderson,Digital Marketing,2025-07-01,2027-07-05,5385c477909e13f1bf7dc28feb3bed02c81f78e6e0402e0f83d700791f1b7ca7,0.7589013067964759,183,0.9374958248309756,0.9346808719080157,0.9710303520896169,1,4,67.16743873125046,0
Yale University,Elizabeth Martinez,Full Stack Development,2024-08-11,2028-07-10,88c5a12682fa3aa1e82d59bd0b1fc8c4ddccacd0a0c93025ffffa11f54403ca8,0.741139644486182,507,0.5765579425065127,0.9174312628282367,0.7255999290850952,1,5,15.936851629142353,0
Johns Hopkins University,Ana Johnson,AI & Deep Learning,2024-06-17,2027-02-26,8a3d840168107ca1aa481f13f258163f5972aa797c2e6b230eaa888a545d2e3e,0.5865454688120293,562,0.925843814629932,0.9058397063118274,0.9252222925830562,1,6,3.7349033643881286,0
AWS,Karen Mueller,AI & Deep Learning,2021-03-20,2024-03-08,2df2dbd7e3898d7200a3bab867e490344497b3b1e1f5801b770d5b4b216ec92b,0.8783050556122534,1747,0.8573348720779139,0.9501392725357406,0.8103928105578072,1,7,10.623090985988055,0
Columbia University,Jennifer Brown,Data Engineering,2025-12-21,2028-02-22,8a2e4209e31d46c1d0e75238bb8a1c642aae19d07145b677dbb832e68c8b672e,0.6325586592351532,10,0.6068987574782656,0.9658652996166535,0.8095828540256275,1,6,9.843108993028878,0
Salesforce,Patricia Dubois,Digital Marketing,2025-07-17,2028-01-19,3827ea138cfaec76ff0f072c69e44f5a2265a397f071067fb024dfb027b7d18b,0.9168511582512779,167,0.7412946280297636,0.9667171718004437,0.7583719096419373,1,4,16.278162342922393,0
University of Oxford,William Harris,Mobile App Development,2021-07-11,2025-08-28,b0a83fd4,0.0301,1634,0.2448,0.4991,0.3271,0,0,220.52,1
CertForge Academy,Michael Jones,Agile Methodology,2022-04-04,2022-09-27,2f290de83c837ccead91218ebb814f5f3cc531edc907ac3e3e349b698060d67f,0.0494,1367,0.3732,0.5804,0.2658,0,0,98.01,1
Oracle,Thomas Rossi,Digital Marketing,2023-10-16,2025-02-15,bde0dabda710bd93e1ee32dc999b9f9cfde3983c7226a8b9577c57b06c802bbd,0.8732287990502927,807,0.8093255336147479,0.9333456067166959,0.8546050639196882,1,8,1.4057401293308136,0
Google,Thomas Ali,Big Data Analytics,2022-07-30,2026-07-02,ebb8165b47335fe6f9a84e76cdec0d665254675b5c7f0a798c55548a490d9c7e,0.6827227489699627,1250,0.8649322036416992,0.883727025421999,0.7104061139951464,1,7,39.10739046830962,0
Oracle,Christopher Garcia,Computer Vision,2021-10-03,2022-12-02,80a698814069530d069ad9078975c25130ce95d966745ba8b24af448b69c4226,0.847289481684779,1550,0.8180934294933184,0.9061334947743823,0.8142884887593433,1,6,126.24339169556939,0
Adobe,Richard Davis,Blockchain Development,2023-02-17,2027-10-15,a768b73ec7e481a074316f0deb669ddf7a3de99d9967dd9958b03cacfdc7ad27,0.7844810516037378,1048,0.9485840175925847,0.8780170393951842,0.9489155682591579,1,8,10.158053223208935,0
PMI,Susan Chen,Software Testing,2025-05-31,2028-03-10,fd095d32501921cce0a070e85e5b9146889c3feda2216cff3c0ae0cfc649bb6c,0.8760005768289797,214,0.7897240901759467,0.83686028598921,0.7575344897678912,1,5,14.249741043144786,0
Yale University,Barbara Patel,Business Analytics,2024-07-20,2027-09-23,ae4f17202f632505b1c9dcfb8f3b8630a8a0dd3cd5ceadfaa60395b4d6da16bf,0.8180227987913987,529,0.9668530663906635,0.9328064184162796,0.897774987393501,1,8,21.280941003542644,0
PMI,Priya Kumar,Cloud Architecture,2020-09-02,2021-10-15,6757ef76a7e733264e54350eb63805068baa0d94f61a9e1fca616aa1a89e61ce,0.7925046299134348,1946,0.5508526565791947,0.87306408815009,0.8818223081145878,1,4,3.668684511767344,0
Johns Hopkins University,Susan Martin,AI & Deep Learning,2022-04-12,2026-01-21,c6527fcea443cd224927003a5666e433192b94062db33ba7d6b3104b64ec4e39,0.7529628585040242,1359,0.9080610764861121,0.9086782475002689,0.6571626150916927,1,6,21.273692982189065,0
ETH Zurich,Karen Santos,Agile Methodology,2023-04-07,2024-05-04,ab6b095f894aecffb82993345315918ead549c21645cc2b9da091c042a88ff5d,0.7535041438890772,999,0.881253040304646,0.9298299620412908,0.9247789083962779,1,9,11.935787854217834,0
Microsoft,Patricia Thomas,Network Engineering,2024-07-23,2025-08-15,a1c7c9d73a01a2e700d075834602229d8534ae5ba046ab9e4715c11bcf00724f,0.9596728373996575,526,,0.8925408772042767,0.7999978734035055,0,4,12.685367391162197,0
TU Munich,Priya White,IoT Development,2022-02-07,2025-07-04,3689a8e68d52d44673c091f5d5f87666371c16aa4e92e655b85b44352edf07ba,0.6588348928338386,1423,0.7759208694922249,0.8812391043844391,0.9221211517784185,0,6,48.47038074213281,0
NUS Singapore,Patricia Anderson,Digital Marketing,2024-01-14,2028-04-14,54f3a33b18dc8e54d267289a5c18897171ebec2e96a049066f40c5265dd33968,0.1818,717,0.2966,0.5471,0.1116,0,1,76.79,1
University of Oxford,Barbara Garcia,UI/UX Design,2025-08-11,2029-02-23,2e7b49fc63babacdfc137cc4af5d73a30334d75634d41b40bbf0225961ddfbe9,0.1537,142,0.3183,0.684,0.1061,1,0,142.33,1
University of Toronto,Wei White,IoT Development,2022-09-30,2027-06-05,3143ef468099050d6ad8e6353d926f5fe4a0b7209dce3f91315a763e0431dd98,0.8963186747638523,1188,0.9242381995372434,0.9432944993058106,0.8030628101691926,1,6,46.2823528827271,0
Adobe,John Ali,Project Management Professional,2022-01-19,2026-02-08,22d1f8e3cf25f79735f4767eac77e7231be7adb2168f1d04ec1e146c6e9995c2,0.7726237909366984,1442,0.9180270835975665,0.9784375213683056,0.6392361231918527,1,6,5.726519092135456,0
TU Munich,Yuki White,Full Stack Development,2023-11-29,2026-08-08,bc009dc2e0026da4d1470bcaf3cb7d217918a279c7dd3a8d7ae13505eb78a72d,0.5329500406222656,763,0.7751096656987939,0.9661605500754781,0.6962048900205273,1,3,14.15522171546967,0
University of Oxford,Pierre Rodriguez,Big Data Analytics,2024-11-30,2026-02-07,ad5b8a0b94fe56ec19778b29e619899b85b9e5c0421fdeb3f478b2e0fb7a1ced,0.9509469765378588,396,0.9487763611257254,0.8729975927800766,0.9251926974444478,1,10,11.773178498281895,0
University of Toronto,Carlos Harris,Machine Learning Fundamentals,2020-05-14,2021-06-02,d826286cf2b883743446a08b673a9cf64d7f0632590377fdbaec4cd1d6122b09,0.6245313306351756,2057,0.7294536618730081,0.9579533702110449,0.8832678088290666,1,5,6.2768781730197345,0
IIT Delhi,Yuki Johnson,UI/UX Design,2024-12-08,2029-09-24,013d7040315ffb1da646de885e848cc74a968f3d68a7c23a192dec05adf53d33,0.7852327218978756,388,0.8157450902658255,0.873889508677758,0.5979101048252711,1,7,29.844696522500936,0
Adobe,Barbara Miller,Network Engineering,2020-11-03,2023-10-12,389fe7b0ed6d6b77a5d48ca9f0d0c7dfebf00e920b9f6512e79d910ee11b41da,0.067,1884,0.0591,0.6702,0.1858,0,1,10.75,1
Oracle,Richard Thompson,Machine Learning Fundamentals,2024-01-08,2028-03-19,fd6618673121228b1411df1db926afd8d7011a8700272f3b227e1e4c87956604,0.5346314702416874,723,0.440646581006226,0.9091588612323592,0.6645449040361747,1,7,17.85009551318619,0
edX,Priya Rodriguez,Mobile App Development,2023-01-18,2024-12-08,7c03b18921245aa59517c001660468a25c24c468c3bc4a2c460481b002bee9a9,0.5254667968732154,1078,0.7104218875023596,0.8844280726097599,0.9315511112338488,1,7,19.69135801607645,0
edX,Patricia Garcia,Business Analytics,2021-01-27,2024-10-10,6914105d11a763f4a227d975916b8aa3ea490bdcc10d5034756ab838b010be6d,0.8418455146091096,1799,0.868777764677506,0.8718586367678138,0.8540875980233147,1,8,9.384113310965535,0
CompTIA,Fatima White,Computer Vision,2020-03-17,2023-11-26,2e2ca4f08e2efbc6623ad8fb042a4290a17e1b4eb66ba96fd353c22785cc7663,0.892379895793674,2115,0.8122037996657374,0.8732661350828128,0.9036258467352608,1,10,20.757103991014997,0
Adobe,Sophie Wang,Network Engineering,2021-07-29,2026-07-24,744e15a449e31a0463bb31a19656aecbc76e3fb768d33464e48f5eb2125cec5c,0.8294603108471497,1616,0.6732316775983004,0.894157603025334,0.9509053894311211,1,12,1.5724099829450002,0
AWS,Thomas Harris,Agile Methodology,2024-12-17,2028-11-05,0b12be0b3bd425aca0f3342973bbd692e654252e79f6fda95e43fdbcc31da2fd,0.8146194094806324,379,0.9536066286389563,0.8592821364500299,0.8738046262155972,1,7,16.238720196938438,0
Cambridge University,Ana Rodriguez,Agile Methodology,2021-08-19,2026-04-09,929d76dbc2b842f4a3314b0f4d68f591aff89543e69a1b28f6b3783e4c969595,0.7910373605605198,1595,0.9553733591670861,0.940407732208491,0.7261330520437977,1,6,39.307147777459946,0
QuickCert Ltd,Mohammed Wang,Mobile App Development,2025-10-04,2027-09-24,ac5e85eac1cbe55d0c6e57b208d42ecb54914b2ad45f5b50109a6f8f745a68a2,0.0218,88,0.0775,0.2575,0.0577,0,0,37.89,1
Columbia University,Mohammed Martin,Blockchain Development,2024-07-17,2027-10-10,e836e46f75bea5cee2196f335d235e81b80542dfe4d2addd34326d8389ade04e,0.3824686296462054,532,0.8827699179837091,0.9070915387640162,0.8654949796691199,0,7,34.27136932024604,0
edX,Richard Dubois,Database Administration,2024-05-26,2028-01-08,c339779a031d1c41df24c558a31079b2ee37ab1b1c34280bf102a16b0c38a3f6,0.8582151218861023,584,0.8652517680565815,0.9334022420983059,0.9626095409118574,1,6,5.685676149504899,0
Stanford University,Patricia Tanaka,Cybersecurity Analyst,2022-10-17,2025-03-22,d983b27b9914285d48f7649e566e255cbbe54439e62a8ef285a9539d77078530,0.8302058547726017,1171,0.5706769165933032,0.938598196335444,0.737841484377502,1,6,48.175245109385955,0
Stanford University,Arun Rodriguez,Quantum Computing Basics,2020-08-01,2025-03-27,45b5a1ca4439706b4b556e1676621ca5620af8d44c582d2f8319107f045a16c7,0.7552139445694173,1978,0.8707746417295141,0.9708155780274045,0.8618170422293981,1,6,1.450769683778593,0
AWS,Karen Garcia,Computer Vision,2020-10-05,2022-08-15,5d93c4c8f52f7c8b0e3690814003eb8bf40f5b237ac8ac7ada122aac6f8bc8e7,0.783034911146933,1913,0.8376036967092354,0.9288128951716516,0.8676991747272409,1,9,21.947794502717684,0
Stanford University,John Santos,Agile Methodology,2022-04-01,2025-03-15,8ca2df659950c8e5f4f30b9564063d22230c6a6402fd3e9dde81459423038925,0.6941457175164395,1370,0.9792149454132499,0.9169084371849295,0.9884226785624969,1,7,21.0244259108173,0
TU Munich,Sarah Harris,AI & Deep Learning,2022-09-06,2024-12-01,d92b8897697b71ed2cc05195f7667cbdbe1169b3db32fc51eebc3f7e9100c435,0.7917048438081656,1212,0.7861640899935282,0.8508323772199354,0.9304254405400167,1,4,0.0770740020885296,0
AWS,Christopher Garcia,Data Science Professional,2022-02-21,2027-01-15,70bb628208762992f1e9e706016698d67f1bf0d366660f34a08c87868a563464,0.6388159566605814,1409,0.9837614378374301,0.9358673002876705,0.9639360235363352,1,6,12.395714973243308,0
Stanford University,Pierre Ali,Data Science Professional,2023-08-02,2025-07-18,c7a5f268e4e6b732fffb9d0fc84cb6506c80f0c4cb0de48aa754604d5676edb3,0.9311319449580495,882,0.6377469897904368,0.9087425855836061,0.7905687347545142,1,8,12.97485066001514,0
NUS Singapore,Joseph Chen,Network Engineering,2022-12-02,2024-06-29,64d77206409ac50463fbbf107507e9d9152547483e60ae7b05efeafb8b7d3e2b,0.741561255647249,1125,0.8681651721206051,0.8823043235316678,0.8557669786867361,1,6,113.20917760247376,0
Coursera,Sophie Jones,Network Engineering,2023-12-20,2027-01-05,4df649a03390ca130ed50161e9c65759da65730cef6d54e55411316f1d6f8061,0.9450682910793092,742,0.8582741706234256,0.8546701023555952,0.8899733999752737,1,8,39.364626674285965,0
FakeUniversity123,William Taylor,Natural Language Processing,2026-06-14,2028-03-12,42e79b199f1bb8bc69692fdee237690db036624a093fba8713d0175226e27936,0.2185,-165,0.1475,0.4998,0.2723,0,1,87.63,1
Columbia University,Joseph Jackson,UI/UX Design,2025-03-23,2027-05-05,3dbac3da5efcd1ceb305020b6efd20a81514e0defd36ec0cabe103335d1a5c49,0.731484740217834,283,0.6935619952909701,0.8326318425664508,0.6404913986375746,1,4,17.955366802628706,0
MIT,Linda Garcia,Data Science Professional,2022-09-07,2025-12-31,041bf00c2b9057dbbf0ad00ac0c19aa2508a963acbd177340a3e79788c3024aa,0.8419953638036255,1211,0.8710959489553283,0.9574685670064819,0.769984489258179,1,2,8.272745700903133,0
Cisco,Wei Chen,Business Analytics,2025-10-24,2027-12-14,55b460d1bfaf810b74d38002c62d9dcb828fbe6a75093453abbe76bc86bfcf51,0.9270223228864614,68,0.521268595608581,0.8764250816765728,0.9779613254777466,1,6,48.47989610374725,0
edX,John Jackson,Data Engineering,2024-05-18,2026-07-03,9da360d01b7f64425f89040a50261d900504b08410278a6fd0c1f030600f5563,0.7097498018257812,592,0.677933281150736,0.883058090521299,0.8845337737731194,1,4,35.086116730825644,0
DiplomaMill Online,Sophie Harris,Blockchain Development,2023-07-14,2024-05-09,5bb6ccc7e8c93dd09ce0d0fb281fd9f713247aeaa8850d699186b9db508a71ab,0.4486,901,0.4,0.7934,0.0157,1,1,33.19,1
University of Toronto,Arun Thompson,Data Science Professional,2023-01-06,2025-10-26,eec96b45eec654cba5b9c63e6403b3439b1d6c37306f2fac8dd0106f0f2be896,0.8580571210013905,1090,0.8247396398497713,0.8894127310253257,0.9863548991577571,1,7,32.42810574866373,0
Microsoft,James Taylor,Data Engineering,2025-09-10,2030-01-27,58ee1a1d63e247770a466fe7aba30664ae24e312b81f8b699e88512a16395b6d,0.939440920129691,112,0.9223313583592411,0.8739998078010605,0.8552822559667785,1,6,5.393592146636829,0
Microsoft,Karen White,Software Testing,2024-06-30,2025-07-13,f81b0436849968491900356b6b4bbda8668e535fb11e02930c03468c2fa95fb7,0.6800870951429049,549,0.9909232512640035,0.9539036203732015,0.8790221947799851,1,7,30.219347159316538,0
Stanford University,Patricia Johnson,Cloud Architecture,2024-09-30,2029-07-14,d06cbf56b0a68fc33ded353b9052005163e8488b4894dc56f6d0642b97194b6a,0.6913594884021694,457,0.9537441716882769,0.9018957529823353,0.6674317411708137,1,4,13.408663668687403,0
Cambridge University,Richard Rodriguez,DevOps Engineering,2025-12-24,2027-07-17,7a0d4136ca6543ab7398af9f24cd37a230eb2efcfec932c1380b1439c2ed9f52,0.8789653110370751,7,0.6136792826533652,0.9067673261829321,0.9712483301437349,1,5,1.1243365040230202,0
University of Toronto,Jennifer Williams,Computer Vision,2024-03-31,2027-01-01,2093fbebfe1d14e296e0dad125c060070c1d3c05c3e80ca0ffb7395523ed8346,0.8575593823141894,640,0.8717230108819587,0.9207600105021456,0.984923310231036,1,6,42.452410775666365,0
Cambridge University,Yuki White,Natural Language Processing,2024-08-11,2028-07-24,4d6c688fa091437982ee548a97b4813b2cc07eefae0ed97600f59cc413bf1a20,0.9530285709939348,507,0.9582520380540792,0.8888356181868935,0.9931636531297171,1,3,54.869117444322264,0
Cambridge University,Wei Taylor,Robotics Engineering,2022-08-03,2023-08-23,4b163f83f64834aa4b28cca1ef467ba65c9427ed6abdf92b0e4f630a4c28ab7c,0.8429845056808254,1246,0.7374366103045057,0.9510627083380983,0.7129004607854297,1,9,25.64792460459048,0
TU Munich,Priya Martinez,Agile Methodology,2020-08-08,2023-11-28,9f39222459172ca677fe72e3db9d1cfa8847fba7914a20554753e74871f17ed2,0.6029599274487161,1971,0.8773701484630426,0.8771116495875322,0.9201914956888255,1,8,8.959015868234268,0
Harvard University,Michael Martin,Full Stack Development,2022-01-20,2023-05-08,387b6ca3db8ed316a8c21c8e4e62317cb40aaac3c9597709fae657983cb32923,0.7554860700630486,1441,0.926425576223826,0.8946518927567328,0.9806179780527462,1,6,3.452788428425964,0
Oracle,Christopher White,Natural Language Processing,2022-05-08,2023-11-22,8e5a68852b9a900c47664c3793b8721a7e8ca3e87dd3b0a56b5621bd238de4b4,0.660252258461144,1333,0.8396805422987429,0.9246910531615428,0.7600308473751654,1,5,60.460792568311426,0
ETH Zurich,James Smith,AI & Deep Learning,2021-12-13,2024-11-16,5d1e7303e6b2e262a941ba4a5806434c228d45328ba259e212569b3bb54be0dd,0.6889420764460493,1479,0.7999505822176679,0.8812296620823066,0.8925395058270325,1,4,60.968443526075944,0
NUS Singapore,Yuki Chen,UI/UX Design,2023-05-28,2025-12-05,0a01a7b033d485a646dc64e6a2368bf9bca97aae3f8baff7633db034a8e610c1,0.6781078155506042,948,0.7779832986094438,0.8856295599875614,0.9113272001136046,1,10,6.280809799547264,0
Oracle,James Williams,Big Data Analytics,2025-02-28,2029-07-05,7b5b4cfbf9f6c9d0176ae4db287225fb103376173c6fd9ea8c9ea9deddcb782f,0.7852985677523795,306,0.8928563295204306,0.8325501228021704,0.8622230829867302,1,4,77.39291129881737,0
Yale University,Joseph Tanaka,Computer Vision,2023-11-12,2025-11-02,d04c858f2da4ae201b7c63a1d795dbda26405e2fb0f98dd444bdd974fa104376,0.3636501463206971,780,0.8813520566786142,0.9713173695262631,0.9141940017210801,1,9,17.632226834962655,0
Columbia University,James Mueller,Cybersecurity Analyst,2023-08-09,2026-07-28,fd3d8d3e8ce38671e14839a40126b779398d74bf534712334668f6c0df28b8e7,0.9278788527412714,875,0.6345798066855195,0.9845148449376815,0.8203724487230584,1,3,8.105316997560655,0
Cisco,Ana Williams,Data Science Professional,2025-08-11,2027-03-06,8d5fcfd9c8205fcdbe81a0fbfcbe889dad268082bd9c9c4a59048fb8519cc0e3,0.8924643646799828,142,0.6719602216587798,0.9319272700680024,0.9450080636542375,1,7,6.3273221347104736,0
Coursera,Susan Thomas,Data Science Professional,2023-11-14,2027-06-09,c667498bbd688ba2e088587f4f84ee1f8327e9d85d4ff225c5d110bd95e7d59d,0.8639033990597692,778,0.9434169133019785,0.9089962539791225,0.8222120786416932,1,9,36.63752697950208,0
CertForge Academy,Priya Mueller,Business Analytics,2025-08-30,2029-12-17,cccd535c1b48c1f26c7eed049bdfb75a8f04aadb9642e6915f2799d187df5cd7,0.0073,123,0.1311,0.6256,0.2554,0,1,130.99,1
PMI,Linda Thompson,Mobile App Development,2025-05-21,2026-07-25,4d28afceccd51722898e2a98e28627f7717d1b44afba3dfddcd1b3ae7d3171da,0.8474575785036442,224,0.7914055391629151,0.9064362626699399,0.8125399619933932,1,9,40.089138175877046,0
MIT,John Miller,Project Management Professional,2023-04-08,2027-03-30,81d31e1182b18c1b4aaa1b552c20248297f96ca00ec3160f06b2dd791f7b3d96,0.8829826748552769,998,0.9196859495172997,,0.721258275265071,1,1,39.979944479055995,0
University of Toronto,David Brown,Project Management Professional,2024-08-20,2027-12-12,7e6544c9ff33041bba18bb5c04a4442b57f08a9a2a589972f074fa4c61e948be,0.8767554973651371,498,0.7052874315323884,0.9576504960532073,0.674058402815809,1,4,22.35588187144473,0
University of Toronto,Jennifer Williams,Natural Language Processing,2023-08-17,2025-07-07,cd5ab833aecc1bc3664dffbec58e2a7497e3737bf6a344ec5fbb8954fc73cbd4,0.9613026310932223,867,0.8842539125804332,0.936584428388961,0.8384411265198035,1,4,16.156927241696387,0
Stanford University,Michael Thomas,Digital Marketing,2022-04-13,2026-12-27,b3a22db11c304a34acb801b342b062d54305c171022a554b1ae2ac69b5607276,0.705919640250252,1358,0.9178740617299589,0.955425522224519,0.8450027454183602,1,3,21.32213452986569,0
IBM,Patricia Harris,UI/UX Design,2021-04-13,2024-01-04,5a00452708b78c2211920c71109ffa4ee01573c1aa9065a1fa638e266619538f,0.9673746871757559,1723,0.7312805749761686,0.963364868241295,0.8713819912788395,1,6,0.719721988133272,0
Yale University,Elizabeth Patel,Software Testing,2025-08-18,2028-09-19,b583560001a757388771d0f97f80e6ff4e43042ee81976af93d2e035bbb67fa4,0.8177163607635014,135,0.9697513407778531,0.8542763254473174,0.8577100396833998,1,11,15.620092270041615,0
Salesforce,Sophie Mueller,Database Administration,2021-04-16,2024-11-13,664e650f34d5b855f2c362e90c5e2bdced77f6ccab72a64e1a5427d38c6724cf,0.9336070885276975,1720,0.5826847408198074,0.977427783203509,0.9858111007203615,1,7,11.857560590663795,0
Columbia University,David Anderson,Agile Methodology,2022-03-24,2026-06-17,f8f7fdd11d2ce5e0518f80d1767252951716e761e94a9145e56d430a5df9788d,0.5873502879602857,1378,0.876689567169291,0.9291746334656878,0.9231187236938689,1,4,44.218158176180864,0
Columbia University,Yuki Chen,Natural Language Processing,2021-03-01,2024-07-30,5e77f5077e55651359f6beb496c7f350f0b54d02aa3ec17e3a17cfed553135f2,0.952923443965174,1766,0.8461108645504878,0.9215026560031514,0.9889610065149012,1,6,11.815234053916976,0
Coursera,Thomas Davis,Mobile App Development,2022-08-03,2025-05-24,9853759101b9e1d30b6eceefb1451f73a0021c72565f960ad02a05310b29bbef,0.8640475858143144,1246,0.8848834018686513,0.8424759102732436,0.8780176033565723,1,5,36.396902676290786,0
edX,Richard Davis,Blockchain Development,2023-09-11,2025-04-25,8da5f9683ebf97db65e28bb926ffe41d294c8225ae5bd3209582c3beb9539d0d,0.8377740340874714,842,0.815959942765947,0.9744476877916464,0.7390632054246978,1,4,22.349051066915813,0
University of Oxford,Jessica Mueller,Blockchain Development,2024-09-23,2028-02-17,9d0b689d07b14a9f19799539b5c30d071023f33cc029debf7f40d5db5dd548ca,0.9437253030377012,464,0.6596193217388534,0.9807543008716669,0.770437578292432,1,6,116.12693899009174,0
MIT,Yuki Miller,Digital Marketing,2024-06-13,2028-05-25,1f624f0091812f40be9f2c951e0152f7c2b33ae76477a26142fc972f5cf47e03,0.8710284211948217,566,0.8773468135411425,0.9613916553276115,0.9560600591517376,1,2,46.450028167941596,0
MIT,Joseph Thomas,Data Science Professional,2024-04-05,2026-01-08,a62369c11372fe462e040f554c839aedd2ca669910ceb660d148b6348ab7cbc8,0.9127753149664753,635,0.600599394436351,0.8775008968291356,0.9770418849717617,1,4,7.053557875783689,0
Cambridge University,Wei Mueller,IoT Development,2025-01-25,2029-11-16,c608333696f964b0231f7f1fb660121166aac77ef9bf41b3e26892dc84399967,0.8858650931024258,340,0.7010423402868629,1.0,0.6436124918582586,1,7,16.975741019257978,0
ETH Zurich,Jessica Anderson,Data Science Professional,2020-01-28,2022-09-28,b5f0c4bf6b7d1b66bc8f131da4a4e389fdc27039db2cb6c0b132741a8a42f53a,0.8710057401372401,2164,0.8690961851470824,0.974741147621489,0.798335575409508,1,9,60.694992734416985,0
Stanford University,Karen Ali,UI/UX Design,2025-02-26,2027-09-27,f26ea2ef4318129165752ce117cce8b2a0e1491c683c5362707d26da381c573d,0.9200946604655168,308,0.6403611648331764,0.9628447498847289,0.8992760642566816,1,4,5.658724757113739,0
Cambridge University,Patricia Patel,Machine Learning Fundamentals,2023-09-25,2027-11-22,7ec9f874b1518bb638afae2ea84a2678f965ecab9c8a98e246ab59ae7e5c266b,0.6428926106718736,828,0.7613332909048256,1.0,0.7059712703532967,1,8,0.9091483333034763,0
TU Munich,David Kim,Mobile App Development,2024-12-28,2029-12-04,8da00e123c92c85b4c596441716b2f842e58320c5bf802efc556299d05953708,0.7383665728128745,368,0.7004646199243517,0.9851027124743518,0.8051012499766085,1,4,26.33655255564414,0
AWS,David Kim,DevOps Engineering,2025-12-27,2030-09-02,e9d54bd5f0878ff137d741afaafcef3c6ae73c5595d361fbeb2c025d9cca7d86,0.8496382578332331,4,0.9158256568763907,0.8436672695346398,0.8880469170741637,1,9,4.405873138695217,0
TU Munich,Michael Davis,Quantum Computing Basics,2020-01-05,2024-10-05,06a2bab2cb0102e15933ab2503b48c0c9f62493c72c5a6c94d09aa6ce66ba98a,0.7869194154565434,2187,0.8424724476192695,0.9144552261867283,0.9803444701391554,1,8,3.7173631009498984,0
PMI,Elizabeth Rossi,Mobile App Development,2023-11-04,2026-01-28,8cc0686ea8a77d0805231b97f2fb327d2cb17196089eb4bf698da3a4f0ef1aae,0.682944876290005,788,0.6347919861017227,0.925683274330719,0.6220662912320032,1,6,3.74389089466795,0
Cisco,Karen Santos,Cybersecurity Analyst,2020-06-03,2024-04-18,678c6deff83acd05e7897878515e524783c308353601f99ab271977531bd5d2a,0.8279177435725679,2037,0.9547107288742611,0.9197068107682684,0.7192315544877897,1,6,21.722984383735255,0
Coursera,Ana White,Robotics Engineering,2020-08-01,2022-05-27,19d13cabc150f4db50c212ede61bfba5adbcd936f5c9a077af44513c461f4a20,0.7433487232580384,1978,0.8842186574125571,0.9264960805334683,0.9129230227561926,0,9,49.81281726951022,0
Oracle,Sarah Dubois,Quantum Computing Basics,2021-08-31,2024-05-03,156dc5bbaefe5d81d4b87c7824c6670cb1409bb3370afb58928d2b1706e6d024,0.697990219652683,1583,0.7321231358152516,0.832552522830813,0.8779778674520671,0,5,57.68725285492498,0
University of Toronto,Carlos Thompson,Project Management Professional,2021-04-14,2022-11-01,4e5b9bed1f0a99fd307175960a83615d81b85ee618nfb82b472fb2d43ecc73ea,0.0669,1722,0.4,,0.0468,0,0,52.55,1
InstaDegree Corp,Joseph Anderson,Cybersecurity Analyst,2022-08-01,2026-07-11,ce2f7364,0.0804,1248,0.3802,0.7781,0.0908,0,0,2.61,1
CompTIA,John Taylor,Database Administration,2021-12-15,2025-04-11,cad8d45ea62652ac8ede910202c777402ce115318ff630d6edab302e4fe62afc,0.8749397888752405,1477,0.751374031175987,0.8447082445463285,0.6425161435540753,1,10,104.28491178981798,0
Google,Arun Miller,AI & Deep Learning,2022-08-24,2026-03-25,3520c60d42c6f62cf804b2057c1fc66ae35c4ff22a286e7d5038e26ac691ae9c,0.8342011420753935,1225,0.7897879196005684,0.8893733792268799,0.7575236184951937,1,5,30.04634201630501,0
Udemy,Pierre Rodriguez,Project Management Professional,2023-05-19,2027-11-03,32e2e8b7e64216103a47226aad96e0b71e2d03d4797feffff8417ee60343334a,0.9388381670849931,957,0.7757996930289672,0.9289893332761249,0.7435847371953298,1,7,44.959637058637234,0
Adobe,Jennifer Chen,Digital Marketing,2024-09-06,2028-03-19,55cfea496ad63082ef77b9fb9fb069a26805eae79f549292f6646bb2678f7349,0.9138091617922705,481,0.934074519346201,0.9966212990810575,,1,5,4.133269630229561,0
AWS,Barbara Tanaka,Agile Methodology,2022-08-23,2026-05-16,cf2c8e3b24381e5d89a9bedc7c08c234de4315dae7ebd2a263355bf08f70bbf2,0.7866698106754137,1226,0.6249607746948939,0.943813526210837,0.943544491098598,1,6,15.374699847665212,0
CertForge Academy,James Taylor,DevOps Engineering,2023-05-11,2024-05-11,b4fcf289a3b228baeffd4407e36f72fc41722cae96ac0214d8854709dec72353,0.1834,965,0.1144,0.6107,0.2442,0,0,53.08,1
Harvard University,Patricia Brown,Business Analytics,2022-11-07,2027-11-05,b7e4cbe940f41ff691a836b730d001279d01626e537cc47f1f8133fa4594d384,0.8879227631762973,1150,0.8429118362189713,0.845399922079059,0.8614194442209165,1,9,14.763166627993515,0
NUS Singapore,Michael Williams,Big Data Analytics,2022-02-22,2024-05-22,bd8b2ccd53488a9b426f372553124126e79fa68dfc7ee327c5402074b7f44b27,0.7728818524296632,1408,0.8293017198223039,0.972703759616706,0.9151378466286034,1,8,10.418447715240584,0
Google,Michael Thomas,Big Data Analytics,2021-07-08,2024-08-09,af423c270aa70fc1422c5e826c2d3b89854334bcbca41f7959904f2ca2a5e97c,0.4100006472335368,1637,0.8866244676115278,0.9061704633163583,0.9666600674252938,1,10,7.052515662300499,0
IIT Delhi,Carlos Ali,Data Science Professional,2023-02-17,2027-06-01,fd4761fdbdaf99d8150778da5ef7a71e5c919294954c91b21f9e76c00e24da56,0.8298465661460237,1048,0.6992945999390795,0.8829983929321904,0.8652179217708466,1,11,12.395752554179301,0
Harvard University,Yuki Martin,Mobile App Development,2025-04-08,2027-12-06,f55dfadebd4b7d8871f518546beb120e2064178f126c50a97db3c277fa6db629,0.8396717189130266,267,0.9440526064640832,,0.9487959273927157,1,7,7.353617961244494,0
CertForge Academy,Arun Smith,Cybersecurity Analyst,2021-12-08,2024-07-12,0b97b2b47141229dd0363a52b29c162542390bce019d85afbc66d645a099117b,0.0838,1484,0.0905,0.5032,0.0741,0,0,34.33,1
Adobe,Sarah Patel,Cybersecurity Analyst,2023-03-20,2026-12-24,bfbb0e7dcf4ca84b7959ef03a0a76b6dbd32af7921ea5455285c4018dd2ba129,0.7362704343068216,1017,0.9795491731347056,0.9086190151659858,0.8316915788490554,1,1,0.9957222716505396,0
Harvard University,Elizabeth Patel,IoT Development,2024-07-06,2026-03-29,1ec626d5aea2737292fbb12f721fda02968cadb3ca273645ce502a53fa954449,0.8854365044257506,543,0.8719564918658065,0.9416570275132629,0.9827280096738396,1,9,13.443849245071643,0
CertForge Academy,Joseph Taylor,Cloud Architecture,2026-09-19,2031-06-14,21801719fa59a0d3b6e4e50d80f83df76075094873b15158edb91f313c7b97d9,0.3394,-262,0.0236,0.6981,0.2589,0,1,19.38,1
Johns Hopkins University,Jessica Thomas,Software Testing,2025-05-09,2029-11-27,ca679ec8b20c07873e12ac4c03d1953f9b4623d8a838c2fbb236c2f5119d447a,0.8134938100968883,236,0.7975064928959846,1.0,0.9269719262120619,1,8,25.93681776030169,0
CompTIA,Christopher Miller,Network Engineering,2025-10-16,2026-12-26,4022a34fcae7f96a8cbab57116b7dbdc7c9b36bb221e5500cf1daeb2c5809257,0.848334357062142,76,0.8226309138810696,0.9498402342154296,0.8516322200534588,1,7,2.393084869381896,0
IBM,Christopher Santos,Database Administration,2025-03-10,2026-07-25,9550f6b92e8d27e3038319d2b05bef647194072b39d85854d63be241701c3ea1,0.9482953015356296,296,0.6131289130887402,0.8740308236586175,0.9012148141871961,1,9,31.486777585410437,0
Coursera,Richard Harris,Computer Vision,2021-07-07,2024-01-26,e55bfc6ecb43f3ea954b7d8a264124d493e2fabb2f01227450fc984a76b585da,0.8644351255771997,1638,0.8647452192706334,0.9781824735760406,0.9445176758851983,1,5,16.906058749861362,0
Columbia University,Fatima Patel,IoT Development,2022-04-25,2024-02-07,3386bd4d64b290edde3522e8067f62cf2ff3e2e979b63e808517f7d9edf146fe,0.8213457105541077,1346,0.518242859674003,0.8571295920961602,0.6485299159264518,1,5,9.950051198478093,0
ETH Zurich,Richard Harris,Data Engineering,2020-08-03,2022-12-25,6c52fb534176c2b7768c682e9398c93bd2ced911a28e0edbec71a8899a10321f,0.8967769690155788,1976,0.5951976361888893,0.8807557400071311,0.6992210040696208,1,5,30.403730634029753,0
Adobe,Linda Jones,Computer Vision,2023-11-23,2027-04-29,6645d7a73deaf3f87035e25b85863608bf6e212c4f7f05183a4ed139d1dd9159,0.9231670048609302,769,0.8044006412417819,0.8829947621658681,0.9392069570276876,1,4,18.89841926223336,0
Adobe,William Miller,Mobile App Development,2024-06-11,2027-09-09,f1c6e865382104b9c29e8d3156de4605ab0c69f26b45d5bcf7dcfe05816e6343,0.9026989740039609,568,0.7276578042215434,0.9210170108528971,0.9498349032932472,1,7,6.287445277764877,0
MIT,Linda Rossi,Project Management Professional,2025-04-29,2026-09-09,9c3ab6d3cbfc131f889fadfabdc2ade9b9e9be1bd75b6bec71f6a97995305c18,0.9583918791389974,246,0.8330644973003979,0.9159965166771116,0.8471387414779475,1,9,45.830657687971275,0
QuickCert Ltd,Patricia Hassan,Data Engineering,2025-05-23,2027-12-12,bed693e9fc8a953ba42db993d8a358970be2b25ea5899510ed69ef944156b351,0.027,222,0.4211,0.6494,,1,3,15.44,1
Coursera,Karen Taylor,AI & Deep Learning,2024-09-23,2029-06-13,2a392c5b08fadad019529f9f8c235261b473416ed4ef4868d6617c675702e335,0.80904152368633,464,0.9664003740723752,0.9301030033781192,0.8339930673279581,1,6,41.37970241132603,0
Oracle,William Taylor,Quantum Computing Basics,2025-01-12,2026-02-17,d7ed21dc4d3f45b45c94f26c99177cf0c0b5b048ef32da0eb0a048e39a269e30,0.7309942578850142,353,0.8742277790526545,0.8323247756026777,0.740002597012616,1,7,25.774921423871866,0
edX,Elizabeth Santos,Data Engineering,2020-07-31,2023-12-28,119dafd3897d4f3129726ac14e790864932c5a3b628fd42a64cb79c315fb71b4,0.946738793008822,1979,0.8545316134915787,1.0,0.9141587918795523,1,7,25.717041171386732,0
Salesforce,Sophie Williams,Cybersecurity Analyst,2020-08-28,2022-09-17,e56a2ce7c430d1af1dd8df36c491dfc07cdb3e2408a0873a5a64fd3eb456aec9,0.8061353325715884,1951,0.6520007839129472,0.9499228032662376,0.9113428952813789,1,10,10.140670377204504,0
edX,Karen Dubois,Quantum Computing Basics,2024-06-15,2028-07-09,150a0830d54c77253469bcea0131d6fc1c925951d3c75f9d1c23fae5434765b4,0.9086477050446813,564,0.7598947078924037,0.8983891830123649,0.6112607235408357,1,6,14.898441349655823,0
Cambridge University,Michael Tanaka,Agile Methodology,2020-02-09,2023-04-16,e7e7ad1a21792e08f84d2653c7e6eda9f2c58f6fc4452a129126ded615ec5ae0,0.8646527747758072,2152,0.9556388609519197,0.8717211341993952,0.909910014541769,1,7,25.698743366473195,0
NUS Singapore,Mohammed Miller,Database Administration,2023-02-26,2024-12-22,04bf2130fc183ec650700a291d71d8319c77bc7c0747f859098cd183d3587cb0,0.7761903418834428,1039,0.7555368790332886,0.9653539047510024,,1,7,13.900394459916251,0
Udemy,Karen Miller,Database Administration,2020-11-08,2023-09-11,192eba5bc0d5ce4dc41c5f325f8183cb377b8d4a295ce50823ddadc14a3dfe09,0.7434916767047862,1879,0.9922063726615032,0.9557759589073802,0.6680007055318663,1,6,18.710565931444286,0
Stanford University,Carlos Davis,Quantum Computing Basics,2021-01-15,2025-09-10,87f1f82ee0cd2f2c3586384f58c6f936fff3210ba7fcdf4e97d95bf83d343fea,0.8786085039921273,1811,0.8692121042378337,0.9036230344115936,0.836205818835883,1,5,39.10871793917867,0
Cambridge University,Yuki Martinez,Cybersecurity Analyst,2023-01-18,2026-10-12,324affca43d17fa73ca925f43eaaf33923f3d444a9e0d80d0ff38cdfe709fcf6,0.7074668676006701,1078,0.7347660854506608,0.9146908879350678,0.6027113669239027,0,5,4.415706967635461,0
AWS,Thomas Mueller,Big Data Analytics,2021-06-26,2024-07-22,dc3a6fc99dcaf023dff0d903409c7450987d1e51059ed2d5b59b96455569d469,0.6438922965412065,1649,0.8890702433764384,,0.8630561361355866,0,6,39.8825890722425,0
Microsoft,Patricia Miller,Cybersecurity Analyst,2021-12-01,2024-10-01,06a26cfb375d16ecf1f763979acf42ca7821f0620f499f2464c70285d46c41bc,0.8944088933639045,1491,0.8918052683849972,1.0,0.9403618268873989,1,2,185.37851533567078,0
PMI,James Dubois,Database Administration,2020-03-28,2023-09-22,1b2182e1cc2d80d196e964ee9dc583945a4e7e817123f93e76e9b4f370af6b15,0.7751099130272929,2104,0.9777319417132985,0.9128478521766223,0.8939200052662067,1,4,42.39270468210352,0
Microsoft,Elizabeth Santos,Cloud Architecture,2022-04-20,2024-12-24,f688d92e64d38c00e98e7ccc7f4bacef7c91c6e37c5fbb932b1d7be9701030e2,0.6768959360634113,1351,0.7984985140749375,0.9283154316868258,0.8984617421873963,1,3,7.568455859253277,0
Yale University,Mary Patel,IoT Development,2022-03-19,2025-03-30,abb913be93debb9c342a1f91ca7a258122a092f23137f354cbe7d4aae44262a7,0.7316786150881792,1383,0.8869085779094515,0.9687204873408025,0.6023335847581365,1,5,11.674337694979087,0
AWS,Joseph Mueller,Mobile App Development,2022-05-01,2024-06-19,2d530007b55c499484c5db81b832348de39e37f51e735878764038f045b5b1c8,0.460212331284765,1340,0.9647490642720777,0.8917063258855084,0.7826074046397354,1,2,0.7971603001360898,0
PMI,Susan Martin,Project Management Professional,2022-03-09,2027-02-14,5885b27ed3dbafa34e60888e28512a04efc6e8e3b77c01eff76377808bf0ad01,0.7469599376320766,1393,0.7907648073286442,0.8930611113030722,0.7732815459245846,1,4,4.724370214181527,0
Columbia University,Patricia Anderson,Data Engineering,2020-09-04,2024-04-09,e44d7f597c144c8ba1f77b71aa28d9cf57a7c2062ff043abc6c33533cc7dfba6,0.7819006823716499,1944,0.8954342357404976,0.8579350567056082,0.8528109219542426,1,7,19.283091664366115,0
Harvard University,Karen Kumar,Network Engineering,2024-03-21,2027-08-12,8ed532c343a17a0b94825d59cf4f2d263df97eaafde7915032ecb71e1dd1442d,0.7508383972466268,650,0.8554641644262603,0.9994727793440719,0.9144201840295567,1,8,0.976112691772473,0
NUS Singapore,Mary Taylor,Database Administration,2022-03-08,2024-03-13,cf164ba3e41554bb679aeb4f9e4fc763125f7f0f0b3a89c35751d745f0cbca1e,0.8510988726354618,1394,0.6731645149338802,0.8680051027157282,0.9446483824897556,1,7,101.70267594467309,0
NUS Singapore,David Rossi,Project Management Professional,2022-01-17,2026-06-04,93f4cf556dc9d6acc551e3259d06e08af21fc6f27b0e3fc72868dac934051017,0.657627072233182,1444,0.6100579589608648,0.927722388319602,0.943352256515009,1,11,0.08724810946159013,0
University of Toronto,Jessica Smith,Business Analytics,2023-05-21,2024-12-01,880d143687c1084f2ed4f2b38f9bae2494964103882350229e172a14c3954910,0.7860396541431278,955,0.8299938510891706,0.9135726366106283,0.8622014724302977,1,4,40.60157867145126,0
TU Munich,Sophie Santos,Project Management Professional,2025-11-28,2030-01-04,8697c20ce4aa6344e0613304123c9045a2d45c25d4f52263d537acfa74844c3e,0.9729120091718256,33,0.7804267228547587,0.8563432763336838,0.9836473531047146,1,3,27.047191712495653,0
AWS,James Jones,Cybersecurity Analyst,2021-06-29,2023-09-30,fb0a5ad25106a6e4effc1866350406d1041f47934e7b9d7ffa2124f41ff66cca,0.7991037981218523,1646,0.8325232586155623,0.9870421641958697,0.9987081824631724,1,4,19.623125633033464,0
CompTIA,Sarah Ali,Project Management Professional,2021-11-23,2022-12-16,948c5cadfa0b7d8258847a2b53dc384244af6033d0b0a2a17611b6e90f2b5d12,0.8904726784540599,1499,0.9527242720943815,0.9722169237455086,0.9252254405438748,1,6,10.860316688579205,0
edX,Elizabeth Kumar,Software Testing,2022-12-04,2024-05-23,e5b7140900a773868165a7e7652dd3b9e2b32749346431cb78435b8fe513cd59,0.8387154805496411,1123,0.9084068943000402,0.8853589125345132,0.8730674991917216,1,6,5.421136248276626,0
Coursera,Carlos Wang,Data Engineering,2023-06-14,2028-01-18,c082b7d8b000ec43d83bc788d7d94047b18cd1a8625b532e0b1c33d342a2a113,0.772062997886667,931,0.6584171293260475,0.9611338578614507,0.921018672602349,1,6,22.320262884284404,0
University of Toronto,Priya Jackson,Business Analytics,2022-01-17,2025-03-18,28e0d2630dfae25fefc414e8fdc5dc8f5a14cd532779719419196205db244cbe,0.7140935074221517,1444,0.9441779766240058,0.952285797594494,0.7946327212630225,1,5,11.835955194715842,0
Cambridge University,Jessica Anderson,Data Engineering,2021-05-13,2023-07-20,8342e5ebf803408f4daa83c0372e3534ccb6ad2e98a80d11bd4eca597177b3cb,0.7262184557053974,1693,0.9304264212329281,0.96962853582072,0.9185330659165529,1,6,2.2137269862312885,0
AWS,Yuki Miller,UI/UX Design,2021-09-14,2025-10-25,cdf5c87883327054100c2bf020e14d27413007a1970d7a655bb40d92924647b7,0.940274952049286,1569,0.7021485781682929,0.926572014471795,0.958246806946813,1,6,9.59205171074294,0
IIT Delhi,Patricia Mueller,Data Science Professional,2020-08-05,2022-03-24,4603c2a800d4e0d24330bce449afe2edcdeadb9f62970eb8e4fa48262a7eaa0b,0.8080225084589708,1974,0.9366806754138006,0.8537437644858883,0.8610915677982197,1,7,54.531611164182614,0
University of Toronto,Thomas Wang,Software Testing,2022-11-12,2025-09-09,98d89762234703c21238590c3c362b7fcebf672a915060276f185917808f4541,0.894045452689422,1145,0.7563800604247312,0.9220582933755375,0.8835589061053045,1,11,14.592823973167965,0
CompTIA,Arun Ali,Data Engineering,2022-01-26,2025-10-26,cb8e801aa9929a21c7aca950093e4ab8e3bb71221d2b15a6ebd3890368696970,0.8160222453881576,1435,0.8501284317068661,0.978822823742548,0.8493294139164557,1,9,68.41719322396406,0
Coursera,Barbara Brown,Natural Language Processing,2021-02-12,2023-07-13,50874a24ffe3cec30f5573d63fc067504c738d6e3831504766edd2dfaf0649e2,0.7282784211574878,1783,0.6183961876090132,0.9429247004165096,0.6963304737278062,1,7,56.99675574857846,0
edX,Susan Taylor,Blockchain Development,2021-02-10,2022-12-14,fc5d589dd14dfc1df95f7753c832ba835055bca61218e428e12ef80c7217905d,0.7077132867083701,1785,0.7958465316116831,0.9442379526061796,0.9659563045059415,1,6,10.761109980955068,0
edX,Linda Martin,Big Data Analytics,2025-05-04,2028-02-09,900c16158597f581829432fd4fb4bff7782061984da3d942db803d0264e05da6,0.6793676746386407,241,0.9170541514047943,0.9250155114724982,0.9224128897582841,1,5,24.766427011787105,0
University of Toronto,Richard Ali,Robotics Engineering,2025-06-28,2027-05-29,6f19b4fb41c6c7d9528032bca0207c25d7e90f7fe949c5bbe6dea428e75845fb,0.7686582748675703,186,0.6354609920109644,0.9082051534155291,0.832681946580497,1,5,35.37594647230239,0
Stanford University,Patricia Davis,Full Stack Development,2026-12-08,2029-06-11,f7813e74e04990a6ba0d7bd910a63e245e663992b90e37145bd5b0e5cb5c1c19,0.1084,-342,0.2438,0.5496,0.168,0,0,52.85,1
MIT,Priya Kumar,Big Data Analytics,2022-01-06,2025-09-01,aa3264dd7515f0bb40a09731e96d784749937244c81efd35ba1c889a8ce591c3,0.762107822744134,1455,0.9214588672209754,0.929959091600374,0.7512990426522363,1,12,10.13380557123708,0
edX,John Rodriguez,UI/UX Design,2022-04-07,2025-11-18,a283bf2be02cf3bb262aee1fdd0a451c0f678f58b2c3cf100610d8d30a049ced,0.7593771109658694,1364,0.6484565601266747,0.9596897475722587,0.8938681975786043,1,4,6.643411081410161,0
Harvard University,David Miller,Big Data Analytics,2022-03-03,2025-03-20,ae106c2c981daed2dbce9457d7874aed3c54712d7c0e6b307c2dbfcb05d14434,0.7341927407852812,1399,0.6866305958986468,0.8903358753253279,0.9820562540023255,1,6,30.839508018108727,0
MIT,Barbara Tanaka,Digital Marketing,2024-05-16,2026-08-28,484083bdbfefbe072e86e4d6b242a57442836fa8d4c5141ea8be6ccb629a0f7f,0.7469341404267629,594,0.6941860774941158,0.887429014383791,0.8114963162990952,1,8,9.629889889121694,0
Salesforce,Linda Kumar,UI/UX Design,2022-08-27,2024-04-30,2ee1d3ae11bf2b2a556cd92fabcc33111fe2880bc21fda9d3b4dd79f5641d9c1,0.802721616368406,1222,0.8061847564758061,0.9012473968697846,0.6575402838994086,1,6,20.07641350784509,0
CompTIA,Karen Chen,Database Administration,2023-10-07,2028-03-31,f6ac2ee3e7ed437c74246dcbac2de1a7965cc7bae7cb3e971b837bc2fa4eb1ff,0.7547726436402808,816,0.6918279170494397,0.8990875391352876,0.8241071101192875,1,11,31.043669626953978,0
Harvard University,Ana Martinez,Machine Learning Fundamentals,2024-08-08,2026-09-04,1a5808af9fdbde30d079ca015bb1e7b67e789bf45715f81f668b06d2de8e97dc,0.8410757060108506,510,,0.9094513752693781,0.9577266994542467,0,11,23.46985773030333,0
University of Toronto,Jessica Miller,Database Administration,2024-07-22,2027-03-09,ad65b546ae0e183596bd571cebb1152f38519cda308d81d93ee850e973258191,0.2474,527,0.0563,0.2525,0.3545,0,2,26.28,1
Harvard University,Patricia Rodriguez,Database Administration,2021-06-14,2022-07-31,b114c2bfbb54d9730b73719749d479d6211504edb45aba4a377b5d59b7635174,0.8382192960958885,1661,0.9021686075334279,0.87118114129289,0.8438693659286381,1,6,16.600377381689484,0
University of Toronto,Priya Rodriguez,Machine Learning Fundamentals,2024-12-19,2026-07-07,9f3245d5754ef2f55becedd3f18c1115274439b592213da1b93646cdfaad76c3,0.936962771791444,377,0.9618842163051531,0.917321725430038,0.930598737586133,1,6,1.6889687782342016,0
Microsoft,Robert Harris,IoT Development,2025-07-26,2028-04-14,d404e8953cab1f208d6ce08d5de70f7cd40fa6654a7da5c61b1aaa3e685a7410,0.9200665861069824,158,0.6323232945608769,0.917233182314579,0.8557419330096668,1,2,5.571940304733457,0
Udemy,Linda Miller,Big Data Analytics,2023-07-04,2025-11-19,7667756227090f1387a51b7e8d2b4b86800910c49e19afd9dd515ac555f122c6,0.7607805322855847,911,0.8707261916247847,0.9328943127139463,0.9250204875633967,1,5,18.883313212271766,0
Johns Hopkins University,Michael Jones,Mobile App Development,2023-01-06,2026-09-13,1334669730a0c51f19fec803d3723e1d20bb63833aa932149a9a591677c03531,0.6952150375317988,1090,0.8729352694868953,0.8854179869783162,0.538699814311636,1,3,29.465735196594416,0
Yale University,Carlos White,Full Stack Development,2024-12-09,2028-11-13,e78dc558b79c1abcb632ca190762c1125a77b19a670fde2b0426bb57000f7fbd,0.8811359423988513,387,0.8807989040952724,0.8862418834023246,0.9719238102234024,1,4,93.94857307473491,0
ETH Zurich,Michael Rodriguez,AI & Deep Learning,2024-09-11,2028-09-30,13d6015e6959ae34772be59bf68b65ea17dcc84e72978e17b1e3e1c2e0a6f9c2,0.749821891100128,476,0.9806149604329627,,0.7886490802006583,1,4,34.27274764787351,0
MIT,David Harris,Full Stack Development,2023-09-18,2024-11-22,8d6d43d48619c909849c6340faba28150adfedfa82d1c428b8e560884f3bbc9b,0.9373974465098063,835,,0.8915820223813976,0.9050769144620243,1,4,27.299218854553253,0
Columbia University,Sarah Jackson,Computer Vision,2020-08-23,2024-05-19,102f8354166ac96de3ab94c30f5b0c798eb1efb7178ddace55e55dccbf44609f,0.9868893206937058,1956,0.8725020945288434,0.9461548012820021,0.9502085457585207,1,8,50.794802882958656,0
ETH Zurich,Robert Hassan,Big Data Analytics,2022-02-20,2025-09-10,2d0b138b28ef0aead6f52ca18822ed5240c8821c50d89998d1a62ddfcf9a38d5,0.9528831905038112,1410,0.9231080971667905,0.8968845919254278,0.9367269386877102,1,6,8.305936477293935,0
Columbia University,Sophie Harris,Computer Vision,2025-06-11,2029-04-28,52a6133caf202d18d9e03592b88dbf17c70e0ee1893b1679b9c0d8aaed77b15c,0.8418282534439604,203,0.6176615884744315,0.8581291857357566,0.9739938905039142,1,4,52.3363422568083,0
Coursera,Sophie Chen,Computer Vision,2022-04-18,2027-02-02,5fad591b497383cd083212ddbb2432899c9520e7d8049becade469423f6f1ea5,0.7720791547540543,1353,0.6773648985923241,0.9505402668677041,0.7736040965489256,1,6,13.464998439536963,0
Udemy,Michael Kumar,Project Management Professional,2025-09-24,2027-10-19,d0c21976971ef2e0021a5a70ef148784722cb67e56b461e8f1ab9d28a53bb925,0.6799614777691951,98,0.868694505014429,0.8705307760744103,0.9673035953384038,1,4,3.783455637365289,0
IBM,William Wang,IoT Development,2024-06-29,2028-08-18,ae054fc369e5770f97d6855cb32129adbd14f2a998bf5f0f198a2dabd0c05748,0.9307799559129283,550,0.7789849514028239,0.8776973440127248,0.9064261002750861,1,5,27.455062410662983,0
University of Oxford,Thomas Jones,Full Stack Development,2022-09-05,2026-06-17,e29d45b4712ad10a60f991261ebdbdf52b5de05381ed7c0e6aa3c77ffb631665,0.8663262619203079,1213,0.8355916179507421,0.9091622491756914,0.9111396606394206,1,9,12.358803240832769,0
MIT,Joseph Martin,Robotics Engineering,2020-07-02,2023-11-29,49e3b272e9feae609f9643428aa98dcbf5a86990963cd71bf7f30ca6daafe603,0.9486610743319144,2008,0.7243961908651344,0.9748425550171405,0.8559332306262354,1,5,1.728624252737315,0
Adobe,John Martinez,DevOps Engineering,2025-02-08,2027-01-31,af5db4d30d5a734336605e3a382eee2bb4176c2c3db4b71ccd1c9180aaf23d59,0.8902732467734902,326,0.8441293675432258,0.9404016823261131,0.8349348201217347,1,6,2.2648474476448293,0
Harvard University,Jessica White,Full Stack Development,2023-06-04,2024-12-31,486a1711195cf945d0cac87ffc17ca290701c6ed01a94ed4894e9e332a32990a,0.7912862090576269,941,0.8929679288699083,0.9197338416582573,0.8415737772074827,1,5,8.054625466615867,0
DiplomaMill Online,Michael Kumar,Full Stack Development,2024-08-25,2025-03-21,7155d21e,0.0875,493,0.0755,0.7349,0.1651,0,0,65.43,1
IIT Delhi,Linda Dubois,Quantum Computing Basics,2022-06-03,2024-02-05,14e4744697eb1b0dc2d51dd9021cec60bcf9517c74d039b6c287a9282d46c8ed,0.8167448618083972,1307,0.6804622513432722,0.9508731925439611,0.9760246048128246,1,8,32.11123990031105,0
Columbia University,Priya Harris,Database Administration,2022-02-19,2026-11-16,a85e2dc0168fd1460aeee3899b0a76171edd4206ed7ed9ec119b9f4e69aea0c3,0.8799225281202526,1411,0.934436538238332,0.7867305920257295,0.9418839894598374,1,6,23.028177771866396,0
AWS,Richard Jackson,Software Testing,2025-07-29,2030-05-24,fc407f70381d67546796b464974b1aead6a6dddd4d9f8c6467a789580c654259,0.8238243741609559,155,0.9809696765462314,0.8919256598036736,0.8995281717632413,1,5,31.450144651682127,0
Salesforce,Susan Brown,Business Analytics,2020-03-06,2024-12-29,ed740ab462096c60c9d19f60ab5971f9b82668be143938aa4832510c5b1765eb,0.7371930092576556,2126,0.9622397897193372,0.9262397783747945,0.6050571872957666,1,5,2.120699863507538,0
TU Munich,Sarah Rossi,DevOps Engineering,2020-12-31,2023-01-08,28fa014ed9103132a849e6b009f0752e728dfbadf0919cfcab94fe6565223de8,0.7314449881833476,1826,0.8199897873716582,0.9770643529788829,0.9277005397508581,1,2,2.687396325514405,0
Adobe,Linda Smith,AI & Deep Learning,2025-01-23,2027-07-29,6aed842baba71801931911d43c46422fe08ce0dd94e9dc0c6a8b66454570dd85,0.6418252726334599,342,0.8526756891886663,0.8362960917424304,0.9705340667283062,1,7,83.69545880456256,0
Cambridge University,John Mueller,UI/UX Design,2024-06-08,2027-05-28,d8068b5e4f1493852731c6097cb0c5216e4085c993aa2a4b696d0f466c035dbb,0.7110589140816572,571,0.9070749125630815,0.859448466864539,0.9778528154538364,1,4,1.753642160208021,0
CompTIA,Michael Ali,Quantum Computing Basics,2025-02-01,2029-02-07,4257c32cb082471e0a06128df957e5578019e29169c9a59bb7f36057e7dbcd8b,0.7795942039522481,333,0.863053580569347,0.9497222802002058,0.8891963005332308,1,3,34.7864535291313,0
Adobe,Sarah Patel,Computer Vision,2024-06-13,2027-12-16,a810f0fe2834b42a424261804e643258f19345943ccf6c2f555bec0c8e1f93c7,0.856153926281051,566,0.5336104056073813,0.8995422851678692,,1,6,4.009940043845406,0
Yale University,Mohammed Rossi,Mobile App Development,2021-06-06,2025-06-11,03abc6398bed49f7f1d5178e2f99603666895b1ffc903de3efedd80aeb344264,0.7216701290746317,1669,0.9478394981142192,0.9465921250438102,0.9152915287782057,1,7,48.018339305242975,0
Yale University,Priya Chen,Project Management Professional,2021-03-10,2023-06-26,6a79d15de02c4d47c7240629ca8e297461a4685b0e14bdedc7ee595a5e02ef08,0.7242752745781693,1757,0.7232178299859865,0.921874558906369,0.9676423801894828,1,7,2.566407289437859,0
MIT,Joseph Williams,Database Administration,2025-05-29,2028-08-11,b2d1df35a2ee65dbf6dae408846ce93f7102dcce7575c1133ea38c2aedb84ce7,0.6108513151020064,216,0.8168241096659797,0.9226356057592674,0.7017702579886657,1,3,70.76787882086545,0
Salesforce,Michael Thomas,Robotics Engineering,2025-03-12,2028-09-23,6efda768b44417e884cdc9ed0509bb4ad59f29a8433ae1fe3a4899d07557da1f,0.792009223916652,294,0.9493126229066357,0.8677716118563524,0.9610799876225615,1,8,48.92197537470753,0
AWS,Priya Tanaka,Network Engineering,2023-06-04,2026-05-29,894c983a5fac5b0b6e7841d3020911123871d0795d87efddf9f8d20b1bd10dd5,0.8610308469215353,941,0.7925068085460134,1.0,0.8667462700479834,1,2,61.29790367910002,0
IIT Delhi,John Martinez,IoT Development,2022-02-28,2027-01-17,c6a9663b0d573f1e7d963dde7b4135a2116dc5dcf63191f2076fd8fc46a84a03,0.7773619517189198,1402,0.9817319355945849,0.940702077871292,0.9087866420235469,1,6,72.68854589799899,0
ETH Zurich,Patricia Rodriguez,UI/UX Design,2025-02-15,2028-07-20,1823ff27a01fa5486c2a1d07c7c77fa97ee7f3dca4efd83f1d5534ed0b265f8f,0.6840076013115787,319,0.687716291419745,0.9190674335906238,0.9267229713658836,1,11,42.782270655025314,0
IIT Delhi,Sophie Martinez,Natural Language Processing,2025-12-20,2028-05-30,f1c526b3a1fab7795ad71b6b2800ae76d84885d76f634f3203d0a88411754642,0.7426106851080785,11,0.8226757937436388,0.9844589345651378,0.8900621325139622,1,6,43.05593719851573,0
Johns Hopkins University,Susan Rodriguez,Cloud Architecture,2021-11-16,2024-12-30,37774f8356b655d0179e87762142015121881a8bf6f27bc506489ed4203f4b17,0.759583395756991,1506,0.7921247087641642,1.0,0.8077542302838835,1,9,24.81092677462296,0
Coursera,John Garcia,IoT Development,2022-12-17,2024-08-17,6ad94a08aee5a142798b87d0a7fec78c5e012cd27dc15c168cb1b6643cd90307,0.5919033390091766,1110,,0.8914948692368297,0.6712023520293362,1,5,0.591860518780698,0
Salesforce,Wei Patel,Cybersecurity Analyst,2024-11-18,2027-01-12,ecc7eea0d8c0aac67bf87f38be0fcacbdfb0db75e0ab8fbc236ea5461b83a78f,0.7352074156766664,408,0.9272494430437827,0.9059068581240101,0.7935861922295286,1,7,6.256459050611403,0
University of Toronto,William Taylor,Big Data Analytics,2022-07-03,2024-11-05,3f8de3adf45a869abaf3b6e42decad04e807af4036975cc6aec87fb217b3b8ad,0.5094993200213298,1277,0.7100121376295805,0.8790615864868043,0.8909468056287597,1,3,5.409686003142362,0
Microsoft,Thomas Hassan,Project Management Professional,2020-08-27,2024-02-27,cc61770694a1713bde8619a3637424dc0d39b8801f1d039e432d46b3c31b9561,0.7136531008293585,1952,0.7096075753075116,0.8968186101391671,,1,5,2.9656663911843477,0
FakeUniversity123,Jennifer Johnson,Computer Vision,2020-02-19,2021-02-10,f741b5cc848553feb5141e96bed78ef0f001e5d274236eae1be7298abd2f8525,0.1984,2142,0.2582,0.4894,0.3757,1,1,9.07,1
TU Munich,Pierre Santos,Cloud Architecture,2020-07-24,2024-07-07,c38f86675bcaadf4377f8d0058e48e0a446110d0dcedb3e94ff0972ecfcb4e1d,0.8465451799987301,1986,0.8064352315654857,0.9021255002466363,0.9709814256754645,1,8,14.153065795250217,0
University of Oxford,Barbara Martin,Blockchain Development,2021-09-18,2025-12-28,c242d45b0bdd59e1449a9e211f45779d4de52050b7b0cca417ccce27c4dea3c2,0.881919190756213,1565,0.8085660107263001,0.9143969376854334,,1,7,20.808635271685905,0
Coursera,Mohammed Thompson,Big Data Analytics,2020-01-30,2022-01-21,c040908c2b8f038aeba27ad6c86151dcd4c1b3e71c93a1a833fe4f7ffe0ca3c0,0.7912375615885963,2162,0.6928483843277654,0.9416999589594965,0.9140357030488887,1,11,1.804856771811678,0
Johns Hopkins University,Barbara Kim,IoT Development,2021-12-07,2024-02-24,a1fbdfdc64bac2f8d8d1173e2c88c217e7b52f332774725892355ae0fd2ac635,0.9508282865718807,1485,0.8808689523699377,0.9686618596147827,0.7344139078363514,1,6,56.16735664740921,0
Udemy,Barbara Kim,AI & Deep Learning,2020-08-06,2024-10-14,4e85263371b41c53c4ec75ecee7d7ca0056d93eba1d3228a37aca6b8e54f622a,0.8685281914752186,1973,0.968232751227924,0.8546521744076918,0.8837626589712732,1,6,20.140535192181297,0
IIT Delhi,Patricia White,Computer Vision,2023-08-04,2026-08-20,0325b18f09f3138b0fffd933c880138c95544261c22645755d9fcccc6ff81c4e,0.8364050568403077,880,0.9381151718527676,0.8861628752188523,0.9292541876394104,1,5,23.518975374910756,0
Yale University,Fatima Chen,Data Science Professional,2021-11-19,2026-07-19,c2cc479dabe163a9f7ba562a13927cb3033bbac7238a1e6762ce8565d8ac59ce,0.7363025727942332,1503,0.8617193458834892,0.9612103191999289,0.8312853802316108,1,5,47.895284339150066,0
PMI,Wei Ali,Cloud Architecture,2023-11-13,2027-04-13,a30c4ed1b91d7f257bbb88506a10b5ae442ad88dc245e6f1aa3fec77aa4051d2,0.5541122402578217,779,0.8063825475044281,1.0,0.9746958369153759,1,9,44.13310306708825,0
NUS Singapore,James Taylor,Big Data Analytics,2023-02-27,2026-05-13,a7f9a440ea3b2e9b37f9d1f5c8b61a5fdd39220ba99facde03c7011f41386491,0.7680796865333316,1038,0.8913991207657619,0.9355907195638951,0.9008525833247749,1,6,2.948683376140445,0
University of Oxford,Joseph Taylor,Big Data Analytics,2023-09-04,2026-08-30,1d1d658f9cc20334b763d309868be190b7e131ccd0814781160ff54424c6740d,0.6463172106066639,849,0.8391586048558214,0.9590349053660157,0.8749824186998929,1,5,50.63195850542217,0
Cisco,Thomas Martinez,Digital Marketing,2021-12-27,2023-09-28,3f9884a8226830de6c5e9778f52ff523396f57699bc5fc630217dee5db94f1db,0.7744316999415681,1465,0.8289294915691726,0.9114835753313342,0.9886371066081006,1,2,63.290492326987334,0
Salesforce,Thomas Ali,Cloud Architecture,2025-07-04,2030-01-16,53cd01b9abb5cf47aa1ccbb72adc32dd2cd2c42a53e7540436e224c6ef788ff0,0.8949301526645789,180,0.8776962742886626,0.8635583738360955,0.9174742551316141,1,5,37.824808217622596,0
Johns Hopkins University,Patricia Anderson,Mobile App Development,2024-12-25,2029-08-01,73bf19c5ab86678f442f00b895def13b4131180097250eb8efbc30a10ca1e3e9,0.667558167658738,371,0.6608746303587758,0.9711521341043982,0.6664053253767867,1,5,28.213185177153367,0
Oracle,William Jackson,Big Data Analytics,2023-04-15,2027-12-23,723bb5b51f38daee3d8dd80d7cd28141869eb643f3c487dedd0c1a622329594e,0.732568379767962,991,0.8778941011542141,0.9413201605287649,0.7801040372759094,1,5,39.35392884953943,0
Google,Barbara Miller,Blockchain Development,2024-06-24,2028-03-16,eae4ef2d7565a41517acbf3fbca5d5892c0ad8714f2d31285e797a2adf25e911,0.7591499067997323,555,0.664561093124406,0.8076679138115974,0.7122085193611013,1,5,26.314411040283744,0
Oracle,Christopher Jackson,Full Stack Development,2024-10-25,2028-06-05,b8bdf84978c018cd49a6b30137a379ec21975ef59656b7f386d5faef2d817151,0.6646157224420083,432,0.7715008342735254,0.8691551539255988,0.9822136602487698,1,4,17.877926131488245,0
Columbia University,Priya Dubois,Project Management Professional,2022-11-17,2027-03-12,e278d8883dfe2dcda62e3492dc073ff1f02848ff0867473bbc0791f7b7cdafd0,0.9133042100950378,1140,0.8438683023659937,0.8905463393534485,0.9007448504354728,1,5,55.24846407836479,0
Udemy,Priya Tanaka,Natural Language Processing,2022-05-31,2026-10-06,f5c05eed825deedaa5fefe37ff21c3be2cb61c504314b2e666784e6f40120a4b,0.7298597556700448,1310,0.6347058343277883,0.9729732868307938,0.9472657362043595,1,5,100.78423073272862,0
Yale University,Mary Miller,Full Stack Development,2025-05-03,2027-03-02,ea92486505e1178b1c1417ffd1789704078e455c756eb17479f03f2b06fa5d06,0.7656972139659177,242,0.9562300235238823,0.9774901507444638,0.9150252800000559,1,7,9.175395032375539,0
Harvard University,Mohammed Kim,Mobile App Development,2020-01-06,2024-10-04,8aa3e57e39d1c5922f0e6d8c4ef3238aacf908035b6f969c2ea5a17abd3d734c,0.8017318588401097,2186,0.8999120879710429,0.9754521207861517,0.923216209417511,1,4,4.379648034976612,0
Columbia University,Elizabeth Martin,Data Engineering,2025-01-11,2029-06-09,07085b5af6d6a3704465657872c27185b486a8cba43104c2b2d57bfea77ad0a8,0.8823183148511003,354,0.9690455050501156,0.8699445917726514,0.7636182034489964,1,9,22.23276095709782,0
Oracle,Sophie Patel,IoT Development,2024-03-31,2026-01-19,34841eb57c651a1b2e50947ceb0d0b86e1b263b80913d769134833f37f6cb74c,0.7226863998944775,640,0.8947557899977194,0.9569288034858757,0.5682351726567327,1,6,9.304388290131676,0
NUS Singapore,Joseph Harris,Network Engineering,2025-02-09,2027-10-24,634845587c504b354ee8d7d74087c4d43fd4a0e575eff035e7b107400be41a5c,0.80624180935456,325,0.975465256591679,0.9667561787398299,0.7251282966889511,1,6,39.047631760271116,0
CompTIA,David Hassan,Digital Marketing,2022-07-08,2025-07-31,161afb7445870dbce321ac91c4869f1b2109d115a01dc32bbd9005f8a614d235,0.8789080654662483,1272,0.780978387342346,1.0,0.9698497011092688,1,2,71.44596095463879,0
Stanford University,Pierre Smith,Database Administration,2026-11-17,2027-11-11,ef406f3935570db8fa6058e57292a62a0176e4eb39af89b3177513934887d6d3,0.027,-321,0.0698,0.6949,0.2929,0,1,8.78,1
Yale University,Jessica Dubois,UI/UX Design,2025-06-24,2026-06-27,0ce64bec496badafb7c178264345af1e4ed51a0d8b76371a996210c868c0a6d0,0.7564053440374817,190,0.6131070548018558,0.8285715437480445,0.8216457263433973,1,3,30.193138017229376,0
Adobe,Patricia Jones,Full Stack Development,2022-07-09,2025-03-14,39ae442242badbf8320051e22ae3743ee0d4f1c53d2487d89d637b723747cac9,0.9261153379755253,1271,0.7285798947450134,0.8501489960316865,0.9688292090967239,1,6,12.147990754231143,0
Cambridge University,Mary Williams,Business Analytics,2025-09-24,2028-09-25,e4a5c333be510930b0df6c1d0360beb41043a2e21ff70426b90f907c93247a73,0.6995664221418034,98,0.9761654698228324,0.8477414930894478,0.9010931978838863,1,7,27.930421123647076,0
Salesforce,Christopher Thompson,Database Administration,2024-05-04,2028-04-10,7e53b709ce8e64d2aa70585f1dbc09fa26a1ed288759f5c1a705c83d431a201c,0.8524211920111979,606,0.846062841425908,0.9297625504733336,0.7502860206145672,1,4,40.748335659354446,0
CompTIA,Sarah Chen,Data Engineering,2020-03-05,2024-08-07,86f16cc08715375c59c35edc2480d023d113fb218b7e24a708a5460ecd497f66,0.7533075084721541,2127,0.9571816623941568,0.9083232728208326,0.8397372093152059,1,11,9.978189425715264,0
Johns Hopkins University,Patricia Williams,IoT Development,2020-11-13,2022-12-29,b57478adcd9081612403d8903ccedecf918319c9fefa798d00d87fa49087221d,0.8666928807876606,1874,0.9015315135815166,0.9251831575372971,0.9053032579639615,1,3,20.49295840796325,0
Google,Robert Rodriguez,Blockchain Development,2022-02-21,2025-11-11,48f80deead084f1b67d8dd1123e66f8d7c39e02415ea93e443b624c162d63ea6,0.6161710605730879,1409,0.7446891301569042,0.9269255528703889,0.9814056147562595,1,2,21.984300996181492,0
PMI,Arun Kim,Computer Vision,2023-09-07,2026-10-08,a0b632d7cda3ea059f597164a36b6b3041eb1d3a8f4bc6dd0bd7759a6e0272b1,0.8066599693142803,846,0.9364299926486518,0.9515881869649133,0.643904221886053,1,6,7.174094143051729,0
Cambridge University,James Wang,Full Stack Development,2022-05-23,2025-10-09,b7264fafccd294776256e0516c5e76d560dbb1d0556d272a20c6a9afd8cb0cb3,0.5579849826120034,1318,0.72190038233492,0.9092355359019659,0.9064951515284756,1,5,18.311633316043242,0
edX,Wei Tanaka,Business Analytics,2020-10-28,2024-07-22,48f17fc60221e4457a3636d62698e43338843e48c1651ef63e2ae7b5513dfc61,0.9060590181688375,1890,0.655364305560243,0.8960673925712951,0.9262951605391873,1,8,0.6813494723115875,0
Google,Karen Ali,Project Management Professional,2023-01-17,2025-06-14,3c03ba7ea3c38a5e18bbb0ed1893dc513e72bc23f20354889a9e8d7e1a642144,0.7434011693236672,1079,0.9036218140957497,0.8210783657172681,0.9512224872474583,1,9,12.159499961049194,0
edX,Karen Dubois,UI/UX Design,2023-02-04,2027-02-03,814897d72b3352cf50aacf9e98c5515868c361600c2e25b92f1d1ff35a5260af,0.7021531469766319,1061,0.737849537597719,0.8909560932988243,0.8327681413562497,1,5,46.13808033092736,0
QuickCert Ltd,Robert Dubois,Software Testing,2022-09-24,2026-01-31,b41908115b3a88df0fdeafec7e38d,0.0147,1194,0.1867,0.8788,0.35,0,0,50.79,1
Udemy,Michael Miller,Data Science Professional,2025-01-16,2028-12-02,be140300246ea30f03c03cd3b18f376dfe472ab5fa128708873aa30344cb5bcd,0.699823539032813,349,0.9676504822529537,0.995935087104136,0.7942706016892378,1,3,82.19654873626601,0
CompTIA,David Jackson,UI/UX Design,2021-11-21,2026-04-13,91ab666e28018206b677a362745a5fcaba111200113d774c98e9e0619b1c1d41,0.7530705599250294,1501,0.7197422125230463,0.9242327245722337,0.9449067668184294,1,7,197.73689922989732,0
Salesforce,Wei Martinez,Agile Methodology,2025-03-15,2027-01-04,49042885520f0a2e1639981973007d2870b7c91b2459e824b37f9ebcbed27180,0.7435240363462737,291,0.7972979380037643,0.947545255912225,0.9865433035169348,1,3,75.88751224047022,0
University of Toronto,Wei Garcia,Mobile App Development,2020-03-27,2024-03-02,1272a0480e52f3e1b1a0160c6a06dc3e464548614ab132731271a84e413efbc2,0.7403175852718639,2105,0.9206563921418432,0.8886032085758745,0.8232943204753411,1,6,69.89815994428092,0
Adobe,Wei Anderson,Blockchain Development,2020-09-19,2024-09-26,5de719a346bc3ac7a04d5fd3a8b8c5dbc3a1f6c27d7689b9f3ea1afcb59cae26,0.7989570191516755,1929,0.8407437140404611,0.8619750042836903,0.7559350173046286,1,9,9.070246441670086,0
NUS Singapore,Carlos Kim,Big Data Analytics,2020-05-17,2021-10-14,3ad442f3fd30cee20589e3f7afab3175c59ffbb8e661a624308727dea3a27819,0.7468969600765497,2054,0.775029370876065,0.9595123271705153,0.9358373609957699,1,4,51.01756198365893,0
Microsoft,Robert Thomas,Digital Marketing,2022-06-01,2024-01-06,e7d2e6bd5ac558e305c2b4066491d227511b78e39040cd951fabc0009c47b32f,0.915618492412288,1309,0.8407136943401733,0.9319514970596459,0.9218470340048671,1,5,5.65012522768564,0
MIT,Wei Brown,Robotics Engineering,2020-12-01,2023-04-07,8c3a4348cd344dd20c39e32f0b9c8155c34381c32ed25af64c6c6bd61edcc3e8,0.8148840143004165,1856,0.9782973156103272,0.9055360128648471,0.8578945204195705,1,8,24.136058239671332,0
Udemy,Elizabeth Davis,Digital Marketing,2025-01-21,2028-03-26,85807cb99e7a4c0c3d2e5de1fdad7a3c395f4a18dd426c2156c7be2bf2661787,0.6812672812513858,344,0.6052219197652513,0.8828723487834501,0.8680973745324183,1,7,3.01232085276297,0
edX,Robert Brown,Machine Learning Fundamentals,2021-09-22,2023-08-20,373036dc98f69a11760fd527e5932a602e107b78b3083e341c38b528125d6d56,0.8155611078126541,1561,0.7644955313180223,0.9779091436282473,0.8393204794809311,1,3,13.993027441414627,0
AWS,Priya Brown,Natural Language Processing,2023-05-18,2026-04-03,4e7b7d0a7b9c533b556c4b09ee01bd3b6103e7bb55fb24f05cf3addea35ac4e8,0.6619307426999721,958,0.7467027842665357,1.0,0.7967024631514742,1,8,25.328400432428413,0
NUS Singapore,Ana Santos,Database Administration,2022-05-03,2026-08-14,cb03604f623105fceb226db86e20b158304ee0feeb06be6bb52e87b7b00a5273,0.9591461286087215,1338,0.7893417908986631,0.8863106058881879,0.8634460640057373,1,8,48.92708777315731,0
ETH Zurich,Ana Jones,Project Management Professional,2022-08-03,2026-11-06,1274f5585fc314df5385a3f68619f10242332ab82eed524b34bbf2d56616c49a,0.7772626812834889,1246,0.9736435175066853,0.9654032542952011,0.825275565753607,1,5,2.338453971586316,0
Oracle,Sarah White,Quantum Computing Basics,2022-01-18,2023-09-20,9d7eb74f158c9f55cd5504864dca616a0950e548549c58421264c2718cf85719,0.8597083541948036,1443,0.9870770620491731,0.9545248057088519,0.5540635864461817,1,5,48.140331598997335,0
ETH Zurich,Sophie Chen,AI & Deep Learning,2020-06-03,2024-09-13,e17b2ad854b41959e802ee05323a692da69c02aff963a4763b24c02bd5d2c768,0.8369789619329008,2037,0.8157047644319168,0.9323404659090426,0.8823858311514831,1,6,5.998123862802837,0
Cisco,Thomas Mueller,Network Engineering,2024-12-09,2028-03-02,f36de36685c963fa373ed67f969ebea53bbe9d26d9b04e77f9c267a87daea0c9,0.78528216546025,387,0.9879097023337574,0.8990152110901625,0.6410896497652131,1,7,13.256225993962833,0
University of Toronto,David Jackson,DevOps Engineering,2023-10-06,2026-08-27,1288c55d0136ae4d352491a31364dde0d1e49c983aac814d5016bc9f7afbd6bf,0.922175209695439,817,0.7408011809311161,0.8205483177793043,0.9182530030849554,1,5,25.20342187784342,0
Coursera,Susan Jackson,Digital Marketing,2022-06-29,2027-01-18,15b4f5d2865d0a2239587b264a23fc793b7265a67c5ddb8d98ec934f95f9003b,0.5785999030486298,1281,0.817052375756394,0.8636016453133261,0.7788394062738478,1,4,49.432698695672094,0
MIT,Mohammed Williams,Business Analytics,2023-04-09,2027-12-29,a4a7c25c6dc04a48ae181920c91d00056ddde14334f0b155b07409d10712fd24,0.7497077044829997,997,0.9913939685727043,1.0,0.9096533112574947,1,8,25.879164635144555,0
PMI,James Martin,Quantum Computing Basics,2022-10-20,2026-08-02,05ae2c6a3d9113c8c8f52dcd22bf82fb4ea5db2d22c1849ad894f427ff6fbe6a,0.8023876164767172,1168,0.6294330324751561,0.9127556306175394,0.5896029791475659,1,5,35.14344926605212,0
TU Munich,Wei Miller,Big Data Analytics,2021-10-07,2024-03-01,f53725fa4f01c5bef7ce7350f72dff5a9732bda228c7f832ff046dce9a05e224,0.7594720330489576,1546,0.664441913386793,0.9572092080590279,0.9779092846351395,1,8,9.61974614285328,0
edX,Yuki Tanaka,UI/UX Design,2020-01-16,2022-11-10,63a2e25a6d18ce3f934c94d9f6eb6c12a6117a3a92c29538a834f832d5191779,0.7346865260173501,2176,0.6785528190861837,0.9756762155099977,0.914650233253254,1,8,3.2167691317567595,0
Coursera,Sophie White,Data Science Professional,2022-01-08,2024-04-24,d70d83e59ac8c3798e63df19f100a5c81190eef4da64c1ead9ab8134a09acda7,0.7954298111549817,1453,0.8893047790623773,0.8663483413416606,0.9784990768340849,1,4,65.67055343697787,0
Stanford University,Wei Ali,DevOps Engineering,2021-04-01,2024-07-12,ba9e3de7cc3b288573e064f78551d540f40980fb2ffb45b916c9712db4b401e8,0.8152097228415848,1735,0.8626551694544154,0.8775354109951748,0.7131864216442974,1,7,25.89838457838026,0
AWS,Sophie Patel,Project Management Professional,2020-02-16,2022-12-18,b6ece3a9e5bb91309f817626c0ba4c4cc562bdb62ac133772d379e2834233198,0.9478530455298269,2145,0.9180052732580974,0.9414486842140266,0.8991610682013266,0,4,14.982122397492542,0
Microsoft,Jennifer Williams,Cloud Architecture,2020-06-13,2023-04-07,d3f9113fb98d6fbf058e77a9f1e642f3ed894f9a8930374bcb028724ec870664,0.8782003501188057,2027,0.9883742929166146,0.926931015079233,0.9874566659107517,1,5,8.071133384657115,0
edX,Ana Kumar,UI/UX Design,2021-09-21,2023-06-13,95bf472a7f4736cd72c1d21cb537c2c78ecbf7bd2ff61dd48fdbc8d3030d1f6c,0.8520522353728242,1562,0.9829599614750549,0.9634459735727532,0.8142132927957576,1,4,17.197293629453906,0
Stanford University,Sophie Miller,IoT Development,2023-07-07,2028-03-13,6d06fb079f29c94415d7207d3ce4ea721fc69c0c6eb0968e8e2373e29d24c643,0.7365754353623235,908,0.8794971570667123,0.873383415062614,0.8888083589736956,1,4,6.355107497276824,0
Adobe,Thomas Ali,Robotics Engineering,2025-04-22,2030-01-21,694d3726617f4fd685a78a0135b73e94b24c9958c7e34b46ef69b02e2311e890,0.991488035912487,253,0.8449197882205431,0.9025587355456228,0.8330780076610483,1,3,1.716730089118831,0
NUS Singapore,Michael Tanaka,UI/UX Design,2024-02-16,2025-10-20,459d736def1dfa80d6d9cc158d6f17e62cae735a51171161fd185515003e1d9f,0.8395114194588152,684,0.7226005239390477,1.0,0.8049609823526929,1,9,27.370529460658496,0
Microsoft,Thomas Hassan,Data Science Professional,2020-08-22,2024-01-29,c1018a17ace7235370d26956b1dcfa449b74d6b3cbc335f35b65fb2e3cc6d372,0.685700569281834,1957,0.7217136213149421,0.8910311169345014,0.8377564822670643,1,4,24.519761950381724,0
Microsoft,Robert Ali,Machine Learning Fundamentals,2024-12-18,2028-05-28,6cd6215eb3314c4d0f69086d70199bb84cd9a3088823401afbd5ceed2d2dbb68,0.9437437411517705,378,0.9256673319733871,0.8642619458348402,0.959494098859279,1,3,14.395898627737745,0
Google,Thomas Harris,UI/UX Design,2024-10-30,2029-01-04,bcb2fa3a3a684d2def57564e056857586d378fd59e9214fdbbf0110bee32cf96,0.9485018605916686,427,0.7483099747222128,0.917849056896765,0.7470171151530195,1,5,15.983122509802621,0
IIT Delhi,William Chen,Digital Marketing,2024-01-22,2028-06-18,71efb0de5fb813d4c13e82e4aeb13742aab0dd343c4df6ff17226b7a05a9c006,0.9414408922991288,709,0.8821644268287371,0.8934452961832118,0.7975835583916282,1,6,16.408729529845374,0
Stanford University,Mary Ali,Data Engineering,2024-05-05,2027-03-11,69421c6bb33ac8641d1f26e10ce4c33c9ee71ea97b46c695da2fa0bd121ff373,0.6808780791811533,605,0.6974062513872509,0.9356298247327438,0.8888151389077191,1,7,9.736871548831596,0
Stanford University,Sophie Martin,Data Science Professional,2020-09-23,2024-07-02,e7df0c607bbb2ef389ca43680d14de01b0c8d6d1730ac5ffecbe584208a21232,0.889534851624823,1925,0.9109947309798382,0.938641321877363,0.7897812779734987,1,6,16.42895319496809,0
Google,Sophie Tanaka,Natural Language Processing,2023-04-12,2025-12-31,3d09dd605bb5a4b31eb883a0a2f526f3bf738586d20cbb9253be031482df2d2b,0.9049507508676157,994,0.783078569103823,0.8996807869053529,0.844337691661649,1,9,90.30266277488963,0
Cisco,Yuki Hassan,Database Administration,2020-02-13,2021-06-17,49341ae9c3e80914566f421a73bea372b51cab1c5e30d4cb4f0cf4bef398eafc,0.8722327623762919,2148,0.8628623967079038,0.8322692501889442,0.8936627577220759,1,9,60.552651774378965,0
Cambridge University,Wei Chen,AI & Deep Learning,2022-02-20,2025-09-27,24daa8ba4bd3c0eb57c41d3c452409dd410e79ff849c8dbe7f60d591c5a647b7,0.6383670045226735,1410,0.9305805246774597,0.9443859015461605,0.9071541898781837,1,7,78.36871609617795,0
TU Munich,Carlos Chen,Big Data Analytics,2025-02-11,2026-10-21,2fc1d24af663635c5de0198da3273d8fb503efa7de5be3bc4416a4ba68cbb5ab,0.7265940778797854,323,0.9024784872181936,0.8822608549739093,0.6103490685322492,1,3,10.785156464365876,0
University of Toronto,Barbara Martinez,Digital Marketing,2022-09-16,2026-06-26,03ca0c5c29a4e639a86f04357add38715df94c213479f5e482717bed1a95a96f,0.7991012604103548,1202,0.9841789858086667,0.9146506571062467,0.8820475069326769,1,6,19.081922733291947,0
MIT,Patricia Brown,Agile Methodology,2025-08-18,2028-07-14,acd227af94ee91707ff122609c62692469f9b018b0cf48e81dd8512839e13df2,0.879965595896172,135,0.8516227774463696,0.9294702950389782,0.8936455557738847,1,4,2.630941366305083,0
ETH Zurich,Susan Williams,Full Stack Development,2020-07-18,2023-09-15,6d4feae78fd3931480f555812742de935937e26041888ac6248171265fcfb389,0.8382467124226499,1992,0.9759966075176126,0.8666224275712822,0.8772725684609977,1,5,76.44543219467248,0
CompTIA,Wei Chen,Mobile App Development,2020-04-17,2021-07-03,cfb0a0072c07c4a194491538ca7bd1761c77003e08867b16c2181f0adda9d2ec,0.9500002648261261,2084,0.9339690480707407,0.8798816582830015,0.6746816767797739,1,8,95.48276908072576,0
Adobe,David Miller,IoT Development,2024-11-08,2026-10-27,3ae94ec4d5add2a6dd37d0dc2be55f89b9c3ddf71acbc8dc38a58c0679730721,0.9720304050633997,418,0.9751144266744376,0.9056524777627402,0.8251058385223933,1,4,6.6603511905367245,0
Microsoft,Thomas Anderson,Natural Language Processing,2025-02-09,2028-01-28,6fd0d510295196233d24683b9ca3f86b58d26d41f94078ea9f0c69af63758931,0.9888934949102643,325,0.4998382937615074,0.8624019836373644,0.6974617260854793,1,10,30.437094359955854,0
ETH Zurich,Susan Thomas,Cybersecurity Analyst,2024-04-03,2026-08-07,e734a3430a09ea611009c21f195ef5ff96e19708b53254a31a82e84e5f9b2372,0.9016000988746964,637,0.741567728259178,0.8432066136796088,0.953535821186312,1,6,87.47298449395798,0
TU Munich,Pierre Martin,Cloud Architecture,2026-12-03,2027-04-09,9d08dcc1bb4392eba1867f88b9ec51be9ff73a4ce355a5e102f65f7689648e07,0.0482,-337,0.078,0.0881,0.0785,1,1,35.3,1
Oracle,Richard Thompson,Agile Methodology,2022-02-25,2024-09-02,52d6400f1c3f0e7e16db95956abdc65cb258f570ecf857ff3d980fd27e19a45a,0.5267518986282667,1405,0.6727740465333227,0.9852822780920024,0.9839602584473075,1,6,15.139368693042611,0
AWS,Priya Anderson,Big Data Analytics,2022-07-31,2025-05-14,bd68b4c72f129b5a8116ae3ae9dcfbc06e1ec1945f5f1aa818764c6cf549f29a,0.7434153203284676,1249,0.9010749344405761,0.9810434796987916,0.9669664640391935,1,9,101.62718288511493,0
IBM,Elizabeth Anderson,Natural Language Processing,2024-04-23,2025-07-13,c1d657b31f048556b6f00bd6e19febddebf9be23d877c5f2482338ddd0e9eb40,0.8030155771727404,617,0.8838445545524851,0.9223218274078074,0.979528300290335,1,9,2.107429508733249,0
TU Munich,Michael Santos,Database Administration,2025-02-24,2026-04-03,c3179e28dc8d80b94c6ba8cf95100fa036c37a94582cc6dd5dad5612f3d86983,0.7749514488625668,310,0.8049720805453332,0.8647889105726434,0.9593925010376106,1,5,77.56568521666806,0
AWS,Jessica Martin,Blockchain Development,2021-03-01,2025-08-19,83d32dcb20312b1fad893ef3b72d34ae4d4caefbd9ee95367b0c42fa193ff546,0.744855033152878,1766,0.7979537587608887,0.9453992200425638,0.8889089787611323,1,9,13.993813110510784,0
University of Toronto,Ana Rodriguez,AI & Deep Learning,2022-05-16,2024-06-21,9bf0fd94e0da038095b5b93ba01ae8d06f2a785c809dad30e983b5491ba54dc0,0.7114292462935027,1325,0.9833827399390195,0.9380231482586366,0.9801515706862953,1,7,53.00104752700159,0
MIT,Sarah Mueller,Business Analytics,2024-10-29,2027-10-08,24cdeea1c18b1980ac1c8b24505aae32f7c70ed45ab31162102d4035f2dd7c47,0.8947721402644078,428,0.44261105075095475,,0.9098308124128296,1,6,11.7001539834348,0
NUS Singapore,Christopher Williams,Natural Language Processing,2024-08-17,2026-06-22,2655e57054459ca420f6df5cbf63e509f2dc1b35550f3f743a0b4f913bf29b5d,0.8632127905808308,501,0.8064457919857602,0.9647598948075822,0.8091827554118268,1,9,8.106759129285875,0
Oracle,Ana Harris,Natural Language Processing,2021-05-02,2024-11-07,f171e9af8b7981bb8df3f77fb57e3ef4399c8f85423a584d9d85c8630ebe4924,0.9262270494286057,1704,0.9906805439232393,0.9731378108486968,0.6613890348233574,1,5,96.6530285564412,0
Columbia University,Priya Tanaka,Cybersecurity Analyst,2022-10-09,2024-01-06,332ddc7557196451a961a6d6afd72bd1c7027a35b56b7fdc98ba61304d2c45c2,0.7308370321472888,1179,0.4757080798579924,0.8914282578348719,0.9229009618285131,1,3,3.6385769061927764,0
Yale University,Yuki Wang,Computer Vision,2022-08-23,2024-02-12,3718aa33b5c32b1454efe0cf4d65aba83ce7776a2ea3609d4d34ae53d1803d81,0.7283145345508296,1226,0.8227198281059898,0.9188559783448768,0.9057205852239493,1,6,6.079489989782373,0
Oracle,Robert Hassan,DevOps Engineering,2022-01-14,2024-07-11,d429a833c41be4957bd0abcfa182385be7a4a9436e792e204dcf4a624f83cb36,0.880868586153169,1447,0.9466551391985217,0.9136630673582025,0.7714506207139006,1,8,3.8274490922282527,0
MIT,David Davis,Robotics Engineering,2025-04-17,2028-04-17,a7b2dec36262bf83ed079933869d91ee55fe140251d904780b26596427b75da5,0.7402841372869113,258,0.570553005930791,0.9336876578579094,0.7577781557233172,1,8,12.551139382457361,0
Cisco,Richard Davis,IoT Development,2022-10-03,2025-06-23,918d830a7a0c1784d4e6c88d707100c03f5392c8436574896e56b12cd2144161,0.7619459233900389,1185,0.53891312771904,1.0,0.770860038243621,1,5,0.1278118549194502,0
ETH Zurich,Patricia Martin,Project Management Professional,2022-05-12,2024-08-23,9f66d6d41fbe3c2f149712f854f317fe67915fec563ff37fba936bde91df8728,0.9194525649567268,1329,0.9122916578144051,0.9872340939956549,0.8891213120982681,1,4,2.268753599869239,0
IIT Delhi,Elizabeth Wang,Full Stack Development,2025-01-12,2028-06-07,2ccf7715a5d2e64c0e983f2f241fe82ccd1548cb9e9ade172d2463048fc00471,0.8238095950983945,353,0.7121103258095338,0.9350637407809991,0.8208471187159625,1,6,26.63547187255941,0
MIT,Robert Chen,Big Data Analytics,2022-11-12,2026-10-12,60b96512c21a352abf45be9c427009458b45ac3fdd25fc006a1cd692917c657d,0.7860132075842544,1145,0.8547046019316236,0.9231608335696512,0.8185459491717237,1,7,2.7050799995601706,0
Adobe,Mohammed Kim,Machine Learning Fundamentals,2022-02-28,2023-09-05,fb43b1f3cacd0a149dd8bba12dc15f75889ac7b49a9ae268fca59b724588a438,0.7362811867687801,1402,0.8011306913996673,0.8952539724794021,0.8677069374631683,1,7,82.37371951092544,0
Oracle,Barbara Kim,IoT Development,2020-12-23,2025-04-06,99a006dc60c4849ff9dc09a57afa9f691e1216058c7510a55c9b1185bfa8d0da,0.9049104010471738,1834,0.9956549968522743,0.8656975198128237,0.9645884741692144,1,7,4.057525682545746,0
Columbia University,Karen Jones,Cloud Architecture,2022-09-18,2027-08-29,7725b46a7397f7c5c1badab4c08cadebb9a6fb92dddfe5cf12d79f34cb5c8e3b,0.8108391864670419,1200,0.852952758229572,0.9347864947731827,0.9537243341789025,1,2,27.322953084908388,0
edX,James Davis,Digital Marketing,2024-05-12,2026-10-02,3c8da1ac63513f263a90d511d080eefd7d4c9a6ed0aa2e95e2e1b524328dba6a,0.7533295936939786,598,0.8232447936780558,0.8556816443478221,0.8340895826860107,1,7,21.768956307271907,0
PMI,Karen Kumar,Database Administration,2021-08-11,2023-05-02,1ed1352a11fca15f4dcb293c3e924db10aa4f96635dffe5b07e4eabdff2754df,0.9128495848055833,1603,0.79642316495483,0.9589262939249866,0.9115018975728023,1,7,28.307052422616668,0
edX,Christopher Brown,DevOps Engineering,2024-07-24,2028-08-21,e29895da2e4a222bbf071addd187a46c845ffd65bd7695df0e8a1f8145dc7415,0.8957250303266054,525,0.7764808150398184,0.9601234468700376,0.8355303402281146,1,5,21.597098521215987,0
University of Oxford,Michael Santos,Cybersecurity Analyst,2021-07-25,2025-11-10,8b294aabbeaa89ab4247062cfaf753929df32099041b20c332900ea454e60f4c,0.7583100581263511,1620,0.9120948238434655,0.8439093764767225,0.7841794707371101,1,12,57.88132656621383,0
Harvard University,Carlos Chen,IoT Development,2022-01-22,2025-02-03,8413722127aa12f43853013dcd6ef297a52f758a7809c2662652a91a0baa0cbf,0.7846317057469797,1439,0.9683082925661141,0.9526237961053543,0.8704002982331208,1,4,47.608844349090376,0
Adobe,Jennifer Rossi,Computer Vision,2021-08-18,2026-02-05,bca6ac65e99a4b50e6ade42fd9f00a8668ca7927400de3de582a6a5dd46d5804,0.9285932558506894,1596,0.880157098926656,0.8212519525461498,0.8289345267032076,1,5,10.327167221388093,0
MIT,Michael Anderson,Network Engineering,2020-03-01,2024-03-15,fc6f49eaee47369e346918741edb39af770a6adfec2e8c3cc0a293ecd41090c3,0.7611907237930053,2131,0.906230071822749,0.9265237745090947,0.8540280770375847,1,2,20.72812001240935,0
Yale University,Sophie Rodriguez,Full Stack Development,2021-06-16,2023-12-12,cbce98ce56350b6eccd9eb92d416ba2e253047235fa41addafce42eafd3c129b,0.708328156343593,1659,0.8204688107860724,0.9596510996977313,0.9215697555843407,1,9,2.4974004528798437,0
FakeUniversity123,Mohammed Thompson,Data Engineering,2023-11-03,2027-01-11,531401e5859d973215dc7766055bf0739d55e480ae993440317c6651442c8b50,0.0957,789,0.4914,0.9941,0.1122,0,0,18.02,1
Johns Hopkins University,Richard Thompson,Software Testing,2023-06-03,2024-06-09,e5821e0e3a7ec47a50db59cb78ceae9832cdcb17c34744f8e5216a31364be565,0.889651023298545,942,0.8586693883822636,0.8822139484933154,0.6936473206805597,1,7,27.72999294718907,0
IIT Delhi,Patricia Kumar,Mobile App Development,2021-12-11,2024-11-06,ccd86944f81ae6922c021eb7acc77a92ad4bff26768a99a8372fc0015af8d28a,0.8398560746997207,1481,0.968998383204049,0.8005733510523564,0.8498428061881732,1,8,90.607901931792,0
Cisco,Wei Martin,Blockchain Development,2024-11-29,2028-04-23,040adb2bfb3b5ca50843cf65d896486c5d9e66c5b08b853465d0721445d567e8,0.8902398155337503,397,0.9130053306653199,0.948016078768165,0.9711184383148287,1,10,81.57555403727642,0
Oracle,Karen Davis,Cybersecurity Analyst,2022-05-19,2026-04-23,a6739cd714dee1fdd034406cb9035e813d78f00b31e00cd37b7ccdb208f9da34,0.808587278803643,1322,0.7239902105000304,0.9690949478184224,0.8192489177266699,1,4,42.464172268419354,0
ETH Zurich,Joseph Brown,Digital Marketing,2020-09-22,2025-04-24,4012c5bda89d61f26c6ed9b36feaa8334201f9dfc9ed5ef19e0b2c7aba040587,0.8211550733881953,1926,0.8415307126392484,0.9499455480783008,0.9282448026051237,1,6,70.23878714117238,0
ETH Zurich,Ana Thomas,Cloud Architecture,2024-01-15,2026-06-13,bc08a1fad5f4ffafd14a14cf54175c70147760fe7529d5398dec079730311f1a,0.7483966453473413,716,0.9070471842443864,0.8782559121314258,0.8910980997182641,1,5,25.11606772749368,0
Columbia University,Linda Anderson,Machine Learning Fundamentals,2023-10-01,2026-01-11,2f458b3d6963e7b2e4de3dc42d427b946b76e273bdf727f85b0c5a580d37f458,0.7741286740084332,822,0.987591853239592,0.8613004516706566,0.9043538477015279,1,7,98.39255562136857,0
edX,Priya Patel,Project Management Professional,2020-07-22,2024-09-08,bb6beaa7492c730fc060318ffcb54b564b0bb32a5bdb3612ff10fa5825cdee18,0.2349,1988,0.2685,0.7257,0.2702,0,0,146.41,1
Oracle,Barbara Jackson,AI & Deep Learning,2023-03-29,2027-11-29,ebac110ce0e0c16fb7b10b5094f01498dbb5e34cd9933c2bd16efd24b64ea972,0.9595591174798586,1008,0.7638765434743678,0.9636251009790685,0.6862444283092622,1,5,39.41147432832095,0
Stanford University,Yuki Santos,UI/UX Design,2023-03-10,2025-10-12,f2354459ea55f53e162c6bae8d6bacfb13c36c7791bd4c1fa08fd3b4bc7e5d90,0.808164017645229,1027,0.8475829638256915,1.0,0.8998199953395573,1,12,35.17205090518434,0
IBM,Sarah Anderson,AI & Deep Learning,2024-03-24,2027-09-17,9e8724d5b9e529d8bfaaf6cdc44ccba1d9812dfa42430e85bb1ea89ccd709c36,0.8356888934346053,647,0.8400516059513818,0.8701417578713654,0.8166004161316389,1,3,15.27438662240946,0
University of Oxford,Mohammed Wang,Business Analytics,2024-03-19,2025-06-14,976427049fa6b70b59fd582c5f8097f187cfdc7788f654012487bdc61c8e70f3,0.7867778142215799,652,0.9885702188062798,,0.8607432429607077,1,7,5.308453516011715,0
Coursera,Carlos Thompson,Big Data Analytics,2020-03-05,2024-04-05,59b68966f561dd976421eaa29c9a214e65b84b9483c6da51edae0ecfdeb8b3bd,0.8612881837559644,2127,0.9893080408572963,0.9612177603421702,0.7025820072219083,1,6,25.021253356184012,0
Adobe,Yuki Thomas,Network Engineering,2023-01-22,2027-06-14,b5136df552cb661f940c8590524a1bd55710ebeb7f803b7552599e585e8d649b,0.5666230081504476,1074,0.8476131965691511,0.9779633890505234,0.8722379572571474,1,10,67.31851473110552,0
QuickCert Ltd,Fatima Tanaka,Big Data Analytics,2023-03-19,2027-08-05,fe6e123a37fe00b8a8b0e16206d956ceefd786f5963d0f26e0ef69487e03d745,0.0946,1018,0.7426,0.779,0.2613,0,0,15.49,1
TU Munich,Barbara Thomas,Mobile App Development,2026-05-23,2031-01-02,e4bc15d8a28761f94d27ac7a690a4c93ccfdd13ef45e195f873604032642bc18,0.124,-143,0.2979,0.5461,0.3268,1,0,150.95,1
University of Toronto,Susan Martinez,IoT Development,2022-03-10,2022-05-19,08ed29e6c88ac42c466f00aa097b0eca8e0a5420044a2c255a60d6b4c71c5e98,0.0582,1392,0.7193,0.5905,0.5,0,0,35.84,1
NUS Singapore,Linda Harris,Cloud Architecture,2025-03-13,2029-03-31,f0168ae70405fba7d3178d0a5d8cdbb10a24c20bfec60ee2551ee6c6c3f1d044,0.7922135896651702,293,0.6633686422861392,0.9699446249075226,0.9254996891219187,1,3,56.77244603763773,0
University of Toronto,Jennifer Harris,Computer Vision,2024-08-03,2026-04-13,88ad19d3ac26cff6508a7b546d84fc6621910f0bb96f9f7450dffb7bd7b3f0ad,0.955049032212614,515,0.9685533211834285,0.8601155500762719,0.9317533897107975,1,6,27.89874811016788,0
Adobe,Thomas Martin,Digital Marketing,2024-12-06,2027-07-10,440f5012853ea26e72e7ef1d0af4eb08aa1ecc3fdcdebf9e9803615e87a88740,0.8955500955459977,390,0.8457320420610682,0.915841411403269,0.8956596776469735,1,10,56.63245247238569,0
Harvard University,Patricia Thomas,Digital Marketing,2021-10-01,2025-12-18,93aa02ba20e0edc6a1c950f8b6898b7fb123f25426b4c56630311e79af7c7ead,0.7023178324997129,1552,0.5668075854063799,0.8968064601551238,0.9581159876523663,1,8,25.23674667230765,0
University of Toronto,Wei Patel,Big Data Analytics,2023-01-10,2025-07-25,7f69e159a2ba7532710d91f18457c42428963997ffedd4c27dfcc3e2af6c1047,0.935530617656799,1086,0.7055645489421227,0.9571639770778858,0.9842603992144109,1,6,28.38524256600187,0
Cisco,Wei Rodriguez,Big Data Analytics,2025-09-07,2029-02-18,5f607a7ec548c3ab48cc30b0a1c33af65681508f5eaa17919c74b219a99dd228,0.5384155886368291,115,0.9174481749243879,0.9080343613973155,0.8296902103757912,1,5,7.455215521135129,0
TU Munich,Jessica Smith,Cybersecurity Analyst,2020-02-01,2024-07-10,5c90d06fbd23dcd8ca74b03bcdf1dc993d1f15e95a76f42de503cae32a63da8e,0.36905731853377594,2160,0.7601000943177499,0.9067182969647435,0.8281928090604029,1,6,76.58045538642362,0
MIT,Priya Garcia,Machine Learning Fundamentals,2025-09-08,2028-12-01,8e328fed82ecbfec0f188d1a3bdab42cabb11cd446cf4dafaac7d396ef1f500b,0.7039578697697156,114,0.5872731305295426,0.900567150318862,0.7194714715785787,1,7,80.77747723108085,0
Cisco,Priya Martin,UI/UX Design,2025-05-01,2028-08-23,782058f2dd3d8982e39f2250a870282731fa5afe41e92f0b44d7688baca9bd4d,0.5682648352063,244,0.9228463205959733,0.9733845499703775,0.8291630931302084,1,10,24.545883731366153,0
Johns Hopkins University,Sarah Davis,Big Data Analytics,2022-06-23,2024-10-13,c0003b4cb7b98c7a9de5bbf4f0f1e81b5dcaca0d5f7d7486e572912a736f465b,0.9585209718050202,1287,0.9059884462094702,0.9910873242297746,0.8724635845102554,1,7,1.7590140092816329,0
DiplomaMill Online,Sarah Patel,Blockchain Development,2025-04-04,2027-10-31,9b0021f8a62eeb9aa76f0ee0fcdea27449388a20af0aedd8088cb8acc5ca624d,0.2178,271,0.2252,0.6046,0.3188,0,0,138.88,1
Harvard University,Richard Thompson,Machine Learning Fundamentals,2021-02-18,2024-05-04,dceefb4ee14f5e50ec51f84e5bd8a8ad660df47bd0ed02e4991dcd3242065be6,0.5163053614161965,1777,0.5617224989826015,0.8376280099673556,0.9775015780072202,1,4,81.21565007044885,0
IBM,Fatima Chen,Robotics Engineering,2021-11-15,2023-05-12,1554b4dcaf986aceea5bded97bdc4aea0cdde8498d4a2da08ebbbd27ae15c5c7,0.7681999550978589,1507,0.9715803487517507,0.8455031897679889,0.7873285165123887,1,6,102.48694450895327,0
AWS,Mary Davis,Machine Learning Fundamentals,2023-07-07,2025-02-28,e69082780e55a9c5ad5e28d298f1d99d1cfeeb53c6a0d2f9dac5b2bc9f13ba73,0.9310633550525227,908,0.800593700063403,0.934843592062568,0.9880736841570398,1,5,82.98241670872035,0
Harvard University,Patricia Jackson,Database Administration,2021-08-26,2025-06-20,be4fb484ff68455bd540c58c7d78e8b6f88cf1fe328ac094c177cd934f5e6f90,0.6917050262615544,1588,0.6738399004378955,0.9226896496846868,0.8074939639527736,1,8,11.446975490910837,0
Cisco,Wei White,Mobile App Development,2023-04-01,2027-01-22,41704556b03ab6b4b1709a756385a71ff8a8f75c07eb4b45e11111e4f013173f,0.547796817338777,1005,0.7035085201238449,0.9449611705599288,0.8146717967412495,1,7,2.74341401369287,0
InstaDegree Corp,Arun Santos,Database Administration,2024-02-20,2024-11-05,979fe3983ae5d,0.7005,680,0.4202,0.8188,0.1743,0,0,57.47,1
Oracle,Robert Smith,Blockchain Development,2025-08-05,2029-08-31,de74e5281120c691bb4b435044b2b4593795c211a6b3dacc3208468046b4bec9,0.8474940194651562,148,0.7519458467324757,0.9151760857111635,0.9371981638428765,0,8,91.48913291133026,0
PMI,Richard Ali,Quantum Computing Basics,2023-10-17,2026-12-27,35e9237645ab1a108a8e8143ea17752a6ed402750365315a0e65925e95017af4,0.8192243658460953,806,0.8490631131063145,0.945858908393039,0.8310492121733937,0,5,11.784962101639522,0
Coursera,Jessica Mueller,Machine Learning Fundamentals,2025-07-27,2029-12-13,df25b27d5b43d0f1cada1bc6a6332e8327921970741cb436aef17a7b82f19145,0.6501653238489835,157,0.9041491782040059,0.9024884352201508,0.9437285124756913,0,6,34.41355066352163,0
Cisco,Pierre Jones,Database Administration,2025-08-03,2029-06-08,a668d48186be6186cb47309cbbc54435c04ada1a30f7a94b255d7288a2b2764f,0.949067649215456,150,0.5650087446679901,0.8769192634310264,0.9418010553648252,1,7,30.11505347730765,0
MIT,Patricia Wang,Database Administration,2025-12-20,2027-10-12,4812a527412bfd5f9ed47f26cd55413a4eca0d9279eb4dda8c7d285986ff099b,0.841276906486579,11,0.9525047362734798,0.8785871674897213,0.7268306521753486,1,5,18.1948708891026,0
Microsoft,Yuki Garcia,IoT Development,2025-11-15,2027-12-06,5a0b3ce7ed596bc76bfbc994a1f6b4d4d176ef3825625bfbbb2456760e074e8c,0.8782844538167716,46,0.8382497046949363,0.9824557474270712,0.9542078934304883,1,6,75.57923144470804,0
Yale University,Michael Martinez,Database Administration,2022-11-02,2025-10-26,7bdc58e90278610d5ad6444bf6fc6be36ec5dd98aaf5be1da42a25e7b351dc68,0.8389676890845884,1155,0.9860503118048419,0.9527959569829418,0.9866841668552343,1,5,2.445975683989715,0
Oracle,Wei Dubois,Data Science Professional,2021-02-22,2023-04-28,e8126c158e78995894d7e38595f4949b2c6bb9ef3aa3c5e5fbe48c6e3d33d60d,0.6034935723325064,1773,0.8384493503578451,0.8674829738315988,0.8927877752884827,1,10,15.409316301962294,0
University of Toronto,Joseph Taylor,Data Science Professional,2024-10-14,2027-08-28,a61a4b8d4574f9794e79d23be6258d7ae1b7c368942ebc525e354e9e9efd5002,0.8942340207063978,443,0.908615755862414,0.9801684006373432,0.9164174606246677,1,11,45.632132509510335,0
Stanford University,William Dubois,Project Management Professional,2024-08-02,2027-10-23,59a5994fc174277a56920a33b9fa9c4e76a800420a8f20d8302324ea1cda7c82,0.7421193219208737,516,0.7980347459285562,0.848556858014059,0.9308314648368962,1,8,8.778263289574177,0
Microsoft,Jessica Hassan,Data Engineering,2022-11-13,2027-01-05,6786db09f6ec96e221348453e86639704395c7e71e70a372c2ea6d7327b26d79,0.9954206522536322,1144,0.6197480201228204,0.8869894360380913,0.9351413032449606,1,7,55.59299141394904,0
Columbia University,Barbara Martin,Database Administration,2020-02-20,2021-08-02,0d0c609954c97266c0969690f1bd6adc6083ddca7970ed3ea9fdccef67c9be10,0.9691887212742352,2141,0.5821405142977055,0.9315717181854649,0.803115990962532,1,5,3.3218460244608288,0
IBM,Mary Kumar,IoT Development,2024-08-24,2026-09-17,1f1a1a8380dd0e587a9ac578e2ca867c5a55cd62e2a5c552902b7fd8acac69fa,0.8174290946581804,494,0.7993052263142942,0.9102610673329304,0.8172835670395054,1,5,10.007073763333784,0
University of Oxford,Robert Jones,Cloud Architecture,2024-10-19,2027-02-03,b8c3bb37771088995339a57002216fa212c6454ebd17765b33e023484953e650,0.8673797454897197,438,0.7157242380698912,0.8744602014015683,0.8312335832380641,1,3,5.998120349818842,0
Cambridge University,David Miller,Database Administration,2022-05-02,2024-06-27,a5b4d5f94c4c6060f13ac622c11e02c032f582c2e35f7cfcd8053e0f861a011c,0.6969732961999173,1339,0.9629575191446225,0.9466031574597515,0.7492154387394786,1,8,44.204628914736546,0
IIT Delhi,Thomas Martin,Database Administration,2023-03-10,2024-12-30,08f2f537dc4dcd7d91e6fe8d8a9144931dcbe9436490e8a28866bafbf87022a4,0.8432227765582191,1027,0.6487911614767528,0.8592629052628049,0.9833488143591288,1,5,134.55032944633706,0
IBM,Wei Wang,Data Science Professional,2024-01-22,2027-01-23,14b0cfe2f5bb6b80be4fbb686ef34b731718a358559ae60cc321306c595be5d7,0.926035427465778,709,0.6743494557773885,0.9737542602716586,0.8219031754817683,1,8,4.7406747396713715,0
DiplomaMill Online,Pierre Hassan,IoT Development,2024-06-20,2026-02-02,1d19aaf16171782d5d3e9bc096041260667c462c771dc635196a0a0e89fc3da5,0.1048,559,0.1213,0.5263,0.4927,0,0,22.84,1
Google,Patricia Smith,Blockchain Development,2024-02-03,2028-11-26,e2b0651e2b76caa3dff4a140642d6ee33c283e928ef8665a9c3e0e3c9be80d49,0.8725228113725747,697,0.8338402747573458,1.0,0.9760273908827845,1,4,29.456078909078467,0
Adobe,Sophie Ali,Robotics Engineering,2024-08-08,2026-12-26,1ca8d1d8408f905a23ab12dbb23051de5b3630e89e86a3505dfb471553489466,0.8710272540896207,510,0.8345282500630768,,0.8156324929741102,1,4,36.79846698050158,0
Microsoft,Michael Johnson,Mobile App Development,2020-04-15,2024-01-20,3ffe91cfc4c6a9efd9240b2d0a341b4e30d75608893db0dc36069546dca0f242,0.7495615728813989,2086,0.9943594107956061,0.9322128223309623,,1,4,30.27013829495377,0
InstaDegree Corp,Karen White,IoT Development,2023-10-27,2026-02-25,0a345b1ce3334ffc,0.0835,796,0.2361,0.4924,0.2765,1,1,4.67,1
Cisco,James Martin,Full Stack Development,2020-02-28,2021-06-07,da041588d4bf47ca2194b4d1483abd395f930c2064b576111782d67de8b2d98e,0.8667837634944494,2133,0.8900573514042497,0.9211450563728087,0.9034857444751682,0,10,6.528557993087844,0
Cambridge University,James Dubois,Natural Language Processing,2023-07-31,2024-10-22,4ccabc3bb99f6ba4db13ba4f3655044fb428f523e3966171df4d6aa04ccdc763,0.9382661380902816,884,0.876423518041221,0.9663003990085124,0.7661237842504892,1,4,3.3818331222959546,0
NUS Singapore,Priya Smith,Database Administration,2022-09-06,2027-03-25,eda8f4d65460a2739a327ac573963324d07777c07326e479ac27ef5f79cc6d1f,0.705606555594251,1212,0.878035319889312,0.9767337808600214,0.719997850807169,1,6,13.227286982174176,0
Oracle,Thomas Ali,Data Science Professional,2022-09-18,2025-01-20,408eaa658937ec56b3177e8b75b467a88bb42a8d0bc0ab7e8059f03cefa13166,0.9329367250168187,1200,0.9673950768669949,0.9156165701464725,0.8216910622356196,1,8,22.09594635279502,0
Coursera,Christopher Davis,Business Analytics,2023-11-15,2025-06-03,9a7dfa41c20ccc86fdfae9462464d8468c21b9020c269e0ae634b4640e5c3125,0.0331,777,0.4559,0.7985,0.2467,0,0,429.94,1
Coursera,Richard Brown,Mobile App Development,2021-01-02,2025-04-28,bf62e8450ceed89c5481f36a10823aa0d077e64b5d4249bf4da6aac9f130e28d,0.8084474359207553,1824,0.7925154411064462,0.8355555699594338,0.9919873274975561,1,2,140.59550719740906,0
Google,Christopher Thompson,Machine Learning Fundamentals,2021-06-21,2023-08-24,2c82f3e901385a674a6bf96adf4e0996d339277ed2aca5004ea459bcbe1e6333,0.8541444506744987,1654,0.6824504192180488,0.9346726708279757,0.8525151067436573,1,1,36.37118965880268,0
Cisco,Priya Jackson,Machine Learning Fundamentals,2021-07-24,2024-04-30,dcef0027b703ec7aa83ab036abaa3d1a6bf5e0ef1b3ae8997290f9f252366a6e,0.8677434208412134,1621,0.717696411755235,0.8758995033913326,0.9342077062520573,1,9,72.86918310596806,0
NUS Singapore,Pierre Patel,Mobile App Development,2025-01-26,2026-02-06,74cc2382bf7aac94a3944bd0fac7503b4a0168fe974d80e57676a3c36680665b,0.8769872495491361,339,0.9969692221948615,0.9301086385542481,0.9953161422426716,0,8,2.5145912761262323,0
University of Toronto,Wei Kim,Data Science Professional,2023-05-13,2026-09-20,bf7ea51d658b64dac42efa546af33eb0ea09c1bef828cc7d73b15705ccac1465,0.9219024097828923,963,0.9608778747718438,0.9350579824054766,0.933418035098919,1,4,5.780331267584362,0
NUS Singapore,Thomas Kumar,Software Testing,2022-05-20,2025-10-27,49c45a7e3e7a0b725f8459b771edc7dc9d8da28fa4cfc61f6818e6b9d2c68d8c,0.8688973498641962,1321,0.780389658889311,0.9152687263697296,0.828357791286404,1,5,120.21839204181396,0
Coursera,John Chen,Network Engineering,2025-08-21,2028-10-13,9fe88a04f104be484f9d03c9d9bb1f6e378bad6b75102d277d179c95ea6f334d,0.7365984045052043,132,0.9968073557013963,0.852285191634669,0.8925567344999349,1,11,44.84568335502557,0
Udemy,Wei Garcia,UI/UX Design,2020-08-22,2023-02-27,89058480ca00216d569e7f416a481885cb74fcb63084ff97e141bfb413e1fea2,0.9736925731667351,1957,0.7600774566411991,0.9733888180892658,0.6603499410401394,1,6,14.052263231553491,0
Salesforce,Yuki Thompson,Data Engineering,2024-11-27,2027-08-22,b978c90808b82eb5b4f3fcf81f034ea3a71ff3f7274b275dd7d36fd5702a77a1,0.7586598974465494,399,0.6669260113253539,0.9980175876461501,0.9389654870848176,1,8,3.340349306246622,0
TU Munich,Arun Thompson,UI/UX Design,2020-06-03,2022-01-18,04adb4331af869c2115827cce0d26ad120ee042a52faa73d757d02ee652ae874,0.5493187460575765,2037,0.7324729554921281,0.9382294874250319,0.7839864445438222,1,8,15.974727580707068,0
TU Munich,James Martinez,Data Science Professional,2025-06-11,2029-02-26,870698f3e79acaa57e1e8469e466bfb195affaa9838c079b79db9573938686e4,0.7850373642835099,203,0.7977636259135449,1.0,0.9845835198015667,1,6,1.1826059418659651,0
Cisco,Mary Rossi,DevOps Engineering,2024-03-14,2028-07-25,1c5b8f656bb5e31966eceb97b77c07f085a88ed7f7e44efadc2890e590f08a68,0.8337222380681097,657,0.865991791927722,0.9134856584002486,0.8107620950927307,0,6,47.35156652754742,0
edX,John Kumar,AI & Deep Learning,2020-03-17,2023-05-17,5105127d5e8a0ebad45c838d822bc024c011237e6b5ea0c34d3c2856153e1330,0.7077452904421202,2115,0.8388675539915458,0.906760052882681,0.9590432898573735,1,4,18.21702634208711,0
AWS,Jessica Taylor,Machine Learning Fundamentals,2023-02-10,2024-12-25,9f233ce41e38ff7790c339476669779d764364dbbe32716e7c6a7ef6f03a150c,0.9059640711325706,1055,0.633520342532708,0.8479825442508614,0.9401177885433758,1,10,10.240027844228452,0
Johns Hopkins University,Priya Chen,Full Stack Development,2022-04-18,2025-04-11,02f982a3f235df074e812d182899a72213c8f1433a3063d60396e80406824be6,0.9216380152581103,1353,0.9177975426084438,0.9105663689413437,0.8807430213860917,1,3,43.757248010697815,0
University of Toronto,Mary Martinez,Blockchain Development,2024-04-05,2027-11-12,1d1acf4af3a35a47296f7dfcc08cca672ceea67c9bcca73b415e85b5c0542be1,0.5364598199531757,635,0.8857067451856169,0.9058941811678627,0.9600652709650757,1,4,13.009510229697693,0
CompTIA,Mary Hassan,AI & Deep Learning,2025-06-16,2026-07-25,14535f4c9f5a0ab15c7e4cfa8babc4d05e249d7ae3357e512c816756a42990f8,0.7168905921785249,198,0.9692934508838025,0.8702105428197212,0.8695374301909361,1,8,33.48960430589632,0
Udemy,Joseph Kumar,Big Data Analytics,2023-11-18,2027-09-16,a16dfb84238f038d434c61974e3a548f2e975b135ed5baf1feea90276651daeb,0.8809982744850593,774,0.5015455797269978,0.8017521534051631,,1,6,19.62192267553262,0
Cambridge University,Yuki Davis,Project Management Professional,2021-03-17,2024-02-19,22dab6254eb490723eaef94b9f2a8f7faffc1dbe112795c2e855d8536ed0d85d,0.7386542151178589,1750,0.732299839914413,1.0,0.8001846841733145,1,7,8.16606248426309,0
PMI,Elizabeth Williams,Digital Marketing,2023-07-25,2025-11-03,820f7e4c233d823d4da921a405a0a16d824569cd28b3489ec63ef1b786b25eca,0.5496038798222247,890,0.7683586594744661,0.938002206535149,0.8391362921300425,1,4,87.80035221097242,0
Cambridge University,Carlos Martinez,DevOps Engineering,2024-07-07,2028-09-23,4eb6e92133c185ea1ec2b1e2ca7d4b11650d99b6ed979bc9d26ed4687458824e,0.9673691174219899,542,0.9205984742797583,0.9131480793371727,0.5970841604019191,1,3,7.467133860806522,0
MIT,Barbara Chen,Data Engineering,2020-01-10,2024-05-10,6bd2e0ab56e0f14c12d83623cd897fc977ee8581e2e1fae8e2ed4dccd766fb7b,0.8346433033304436,2182,0.5033868490390985,0.9642775350497935,0.921220500890397,1,8,0.8533208837578445,0
CompTIA,Priya Ali,Machine Learning Fundamentals,2021-01-08,2023-11-05,1a0f4440c0bfaa5ac1f3a312110f869f78a1aa44461909dfa5f272d10c7c8651,0.8577005226992069,1818,0.7941483020604686,0.8639966755885259,0.5287250941440879,1,6,52.42620726504786,0
Adobe,Patricia Mueller,Full Stack Development,2020-05-21,2022-02-04,21604a25df38cc975f722ceb974fe5d38ac0e7012956eae3ae7bbe623b20d3c9,0.7375032561552237,2050,0.6804310394030276,0.8378739330453439,0.763483203521922,1,8,7.285487829703232,0
Yale University,David Tanaka,Big Data Analytics,2020-09-14,2025-06-12,80b29ec24888d852284ea1374aa6c40804d822d9388ecdf8bac98ae319516891,0.9147287676786917,1934,0.8849932160611789,0.8915868619610972,0.8743244065531947,1,11,18.736580147052308,0
Yale University,Sarah Chen,Robotics Engineering,2021-06-10,2025-06-26,9e113f5284ad8371adc3d2ce9d3ba917cadd6b82d11d98b4eb9a4a31925b03e3,0.8587532373544778,1665,0.7209762349274557,0.9723546588551644,0.7959808479688442,0,3,44.574857548633815,0
Google,Arun Garcia,Business Analytics,2021-07-20,2023-03-22,1513d8909b9195baee22adab0174c0731319fa1fb5b2fdc9c016d18a33673086,0.8448571257201027,1625,0.5193160078149938,0.9308178267295644,0.7764535000441772,1,4,30.74232882130969,0
Stanford University,David Thomas,Network Engineering,2025-12-15,2028-09-08,d14674e9e549e934cdcc42c0810018a5f19958702f9268375992d9fba9d4bdfc,0.9727428668368298,16,0.6323779705437431,0.946006146605196,0.8691713242829644,1,5,21.068758119355657,0
Cambridge University,Patricia Smith,Data Science Professional,2020-02-05,2024-07-14,8ec74eff34b86dc0728cbb4e62498716a76d5e55124d66c581b8e8da0ca1e424,0.871575594282121,2156,0.8220233721211547,1.0,0.780623929640179,0,6,11.716721942127332,0
AWS,William Ali,Quantum Computing Basics,2022-01-24,2024-11-27,7a68947d6ac2bf18425ffc9e35e0c9232203b56a61f4987d12221c585c931d03,0.9005375499784779,1437,0.9508793089158206,0.9283904533750162,0.797917169533515,1,4,36.11166678880529,0
Microsoft,Linda Patel,Data Science Professional,2020-04-10,2024-03-07,28a9ac67f70729132d6862b48bd4b0b067a64e8a1a02ed9d750f45842d15c4f7,0.7235447401242412,2091,0.7574715300581066,1.0,0.9089336475179455,1,6,30.18839044392874,0
CompTIA,Linda Jones,Network Engineering,2023-02-25,2024-05-20,4a846d4debfc4e72fb10631b0980aee70d6aa2d85c8b333bd12c3d67662dd992,0.8562521364530485,1040,0.569775105934102,0.8953566088664048,0.5911812710379625,1,6,17.608995895458783,0
Yale University,Michael Martin,Data Science Professional,2023-02-09,2027-11-06,18c64a8e320e13a2d01554e350ae8da9b072339fc27e9d5cf627d5da40d333b2,0.9194357077322685,1056,0.6084956317676827,0.9073569886323037,0.7904233115873702,1,7,5.5731743369208155,0
University of Oxford,Mohammed Anderson,AI & Deep Learning,2025-03-19,2026-09-19,d6d751724d5d7c1eccf95ec89b3aca23c929c265fe1efcc0e8d76481795ee118,0.6396044927501953,287,0.5727669091492091,0.8907451863938807,0.9289746226443201,1,7,29.148370151227535,0
Yale University,Patricia Martinez,Mobile App Development,2023-03-10,2026-01-07,b781c16d610f97d3b3e0d9e2324cb4e9b484c36170c33b0f6c9cb5bdb8e66966,0.6201639630913277,1027,,0.8564015741472106,0.972251108015222,1,7,16.79109856901968,0
Columbia University,Thomas Rossi,Data Science Professional,2024-08-06,2029-07-26,d9c16ccd62a700902eee0b4726de0da8aaaad9e1380e9a30804dac0ed6297e85,0.8256506417938541,512,0.9117731528573467,0.8221368833105419,0.9405310714964525,1,7,35.08615722377071,0
Google,Mohammed Taylor,Project Management Professional,2020-01-19,2022-02-05,46efcfb828fe00fd17ae1e64e76b82cfe61e92ef78f5277309fb08698a7e465c,0.9108862575211675,2173,0.7683692236726887,0.9756158032506066,0.6560173324707268,1,5,77.10940843962747,0
Udemy,Yuki Harris,Blockchain Development,2025-09-17,2027-01-16,5c341e707a33f8cc7dbe28f6596fe227d5b67d4a932d6f43e676cf304400e5f7,0.7272894251796378,105,0.8524979203199103,0.9754074227202592,0.970950840219371,1,6,27.60698171728772,0
NUS Singapore,John Rossi,Cloud Architecture,2023-03-15,2025-07-09,ecb171ea2122c1af294d9c18bbe2930167f93b73a02c634af9db88f7edc35cc4,0.6996429540546152,1022,0.9254629058330024,1.0,0.9134846716886367,1,5,3.634654491664886,0
Columbia University,Priya Martin,Software Testing,2023-05-29,2027-01-08,5991180e846513d6d01c1959f211a52cb214faa0f81ea230dfec9c47f8324ee7,0.8286750885596851,947,0.45623214751559116,0.9415040146301986,0.8890829390732913,1,4,54.19224675615192,0
Udemy,Thomas Patel,Business Analytics,2023-07-28,2027-11-14,fcb3b2cfb54d7fe33fbc7300fdde0f0803747b1c100ff10d894b87094b56d555,0.9674936826026341,887,0.9367705801906302,0.8975085210832416,0.9346996161127287,1,3,43.42167170393236,0
Adobe,Linda Garcia,Machine Learning Fundamentals,2023-03-08,2026-04-16,f0c4fc6373d3a6a06e57c441c9e63826b8b74dd450e9ea0b5d9baf6f61fc15cf,0.9953283241776434,1029,0.6001836342737716,0.885996759697053,0.8662195877020453,1,9,22.803237388019628,0
CertForge Academy,James Thomas,Big Data Analytics,2021-08-15,2024-05-22,6e5e124ab6e95269fbe2a851ee428c4616b59ff3ce7f68b554166cf70b2fc38a,0.1121,1599,0.3098,0.5768,,1,0,138.59,1
NUS Singapore,Carlos Miller,Cloud Architecture,2023-07-18,2026-07-24,4be4d1d4430e29489e327c259c298f8d40ace2f1f8ced7c52de0f783a9604027,0.907662651906332,897,0.8789579549472869,0.9386990278661096,0.6610997351491641,1,7,71.90075594273794,0
Coursera,Robert Rossi,Database Administration,2020-11-18,2023-06-12,9cf2bdfee67c7c67baa428cc6e0214e63b8e344770c632ca3e6584287da8b493,0.7850102206256755,1869,0.9123393791825819,0.9500604501460458,0.9536094762111909,1,6,29.113600151234287,0
Salesforce,David Johnson,IoT Development,2020-09-17,2023-12-12,ccb7b096a2bedc29bece946dfc76d4ecb57d5a96162153f299ef1d774a6a9ceb,0.6616086735689909,1931,,0.896593880038224,0.9667170642057831,1,6,12.189505102603105,0
AWS,Michael Rodriguez,Machine Learning Fundamentals,2020-06-16,2023-12-16,560bd8b4fe84339b12652c7dc6e44385c023ad0020940e9113ef2bc26af1fb1a,0.9332889891501767,2024,0.6935970595324918,0.8813059589558844,0.9546282045172371,1,6,0.13965916933983047,0
CompTIA,Arun Martin,AI & Deep Learning,2022-04-29,2026-10-29,fbcb973fb457cbda68b7f49814ba4ab387ff58fa8a0ec3b53c2b6f8da062310a,0.8675547895131343,1342,0.75655191256836,0.7896350945385004,0.8490726293924387,1,3,38.85049558310207,0
QuickCert Ltd,Ana Rodriguez,Data Science Professional,2023-06-24,2026-08-19,78de25c3bd12151e2f3a1675228867b528acb1369bc8abc2357d917e6fc61c2d,0.0408,921,0.0771,0.5604,0.0372,0,1,38.98,1
edX,Elizabeth Wang,Quantum Computing Basics,2023-12-20,2027-03-08,0c0d57564f2571d23394905ba32fab02ecbf1445901c4896a42aa2c2ad1510d4,0.955408396261711,742,0.8969849802204805,1.0,0.806870838507947,1,5,37.496968209857414,0
TU Munich,John Mueller,Digital Marketing,2021-07-23,2024-04-21,b44bb467d9086297e9bcfb26d53f6c4d069cf5f72ac323904b68dcd74c219421,0.9227045973367887,1622,0.8980385942645439,0.9422688183498169,0.87968561746892,1,4,10.570387775618958,0
NUS Singapore,Fatima Davis,Blockchain Development,2021-11-28,2026-11-08,1c9f7acd73ab6db410c4d6b78b65c1d9038a1a8792a8c3b878351e662fbbc513,0.8184042478904099,1494,0.7364089681487394,0.8939312896479108,0.8998866421541143,1,8,20.255470962915094,0
IIT Delhi,Michael Santos,AI & Deep Learning,2025-10-19,2028-03-07,df33c1ca37d055655d8ff01d7339ee15fe7564f2171a31191e1a0b5f358ce9a8,0.673093452882455,73,0.8099937335870486,,0.9714494211670243,1,5,61.16997528115435,0
edX,Elizabeth Santos,Robotics Engineering,2023-12-18,2027-04-12,9eba85437fb63c19c95e08fa564b6d35a0785a36b8de82c9c2f78fda0c9a6fda,0.8548984257561144,744,0.9206720017947139,0.9737528595570855,0.8122600800438716,1,5,0.7790984854697132,0
Salesforce,Sophie Jones,Business Analytics,2023-01-25,2026-09-09,0548e5fc45b2915d98b0fcc83a96b5a852f602b82ca31b3e3ccc1c2dc58b151b,0.9174466930981381,1071,0.9863425405193214,0.9665139077578857,0.9734359607891261,0,6,15.798923299846091,0
PMI,Susan Wang,UI/UX Design,2024-10-02,2029-05-17,8031d851938024e5d774971d8fa3957af06cff5e3466d910b052bfd76659b5b5,0.6895882080343076,455,0.6651914951078347,0.879752656247822,0.8155315700166307,1,6,6.154926305189939,0
Udemy,Priya Brown,Digital Marketing,2022-11-02,2027-05-04,7df8383951f902497d1a6ebd3c5c4b4f40561eb32a5c87f5969b4d94df988a5f,0.9437754044699745,1155,0.9274580699218054,0.8803057633463545,0.810682047685942,1,8,25.19729652389808,0
PMI,Thomas Martinez,IoT Development,2020-12-06,2024-11-23,bdb6b5c325a8e6f26389eb4167fcd2b5d34a7a3077383a510ef9d5a9ee26d05d,0.8263188610034756,1851,0.8584158959696363,0.9474990680706304,0.937134355789054,1,8,30.66878980401205,0
TU Munich,Carlos Davis,Data Science Professional,2023-07-15,2027-10-03,3b500a6fc0145ad0e1f8bcc8bbe82cb61bc7b86c7c28ccd5138960d83588be5c,0.6007046028350602,900,0.8521312783189088,0.8706397880118049,0.9079431211201042,1,6,32.8270468980693,0
TU Munich,Barbara Kim,Machine Learning Fundamentals,2021-02-26,2024-08-21,bc3694706f438438c6f50ebe9f1652aa75bda277fb40e82056ddc1ba58872f50,0.948685223077968,1769,0.7407407619874278,0.8965335909341224,0.7513090826334833,1,8,0.16916262620177466,0
TU Munich,Christopher Garcia,DevOps Engineering,2023-06-07,2024-09-13,f3d52672908bc96d1f084139d66c1c0f326ed785d4ed6a6f8f104223c6d3baa9,0.92629470737288,938,0.9533571094562284,0.9660271911534654,0.8337714502187974,1,5,83.0945228976204,0
Coursera,John White,Data Engineering,2025-04-06,2028-03-13,fd56c0778da45ea44fcbfc45b8f0cca09dbda2b7e177bed2886ae5429548d137,0.6837192067679823,269,0.8631920280325481,0.9854918660614527,0.6972638604811605,1,6,25.833798445803286,0
Adobe,David Wang,DevOps Engineering,2022-10-08,2023-11-09,d578210c0707d88e6de002f3bcc7da979fe655e52a7f8da12c6ed45dc804412c,0.8604759915774447,1180,0.7719414123500002,0.887181899025817,0.6375158713973331,1,2,41.28137641044045,0
Harvard University,Thomas Harris,Mobile App Development,2023-10-08,2027-01-29,48fd1570014273c8a4fb5bd6818aadcfe8d6b58570106e341ff0d060133415fb,0.7624019083482834,815,0.8347500261901208,0.9581174989119559,0.7797960749351437,1,3,23.876638753317366,0
IBM,Mary Garcia,Cloud Architecture,2022-01-06,2024-08-27,0ecc97e31b83fc7501dffa4cc9d924df58aa9665055969031379988b306d8d32,0.3809253257756711,1455,0.5275904902977363,0.9432723736590694,0.5429082769418836,1,12,7.898151472693591,0
Harvard University,Yuki Smith,Full Stack Development,2024-09-05,2027-04-05,eff6d7231fa065540ddf4bcbfa4fc6c1b4fb90faa04d83a5b1226bcde350186c,0.8473564640916144,482,0.8344351466145544,0.9230809966501609,0.8735036816033889,1,4,94.436590028936,0
IIT Delhi,David Williams,Quantum Computing Basics,2023-11-30,2027-01-15,b7a6e2d648137c2608f2a89491fb83cda4451fa3ea67be02353f2b13ed8abbf5,0.828468437076922,762,0.8158043722436538,0.9878338089273503,0.9929255980003834,1,2,30.94595016585729,0
CompTIA,Fatima Martin,Big Data Analytics,2022-12-22,2026-10-02,e2d2a9436d9e2d3dc696600078a3cc95b10168dcb2b444c0ca661130324e3714,0.9151983155723011,1105,0.8094596339077215,0.9999696068359625,0.6044512403908749,1,5,61.25293702155445,0
IBM,Yuki Ali,Robotics Engineering,2022-06-30,2025-07-08,758d0a07466e8856c2be40f3edf9883a22dcdd442b1bbfdce338dafb07caf99f,0.8740042104744828,1280,0.8856217102215161,0.9342908817174418,0.8175684094618684,1,6,58.322702466578974,0
Harvard University,Sophie Johnson,DevOps Engineering,2021-04-29,2025-09-08,0c24aa8e7a173a279d229d5fdf0c003431f2ffbe552549d89231508129abc5b0,0.9675283481373916,1707,0.9450335533735946,0.9862951469870287,0.8784036028556598,1,7,4.433242461844437,0
Cambridge University,Ana Martinez,Computer Vision,2025-11-02,2030-10-16,4636389938575e745bd51c76d1518249b65387087a3a3e4cc55cd1a93661afe5,0.8872358124105961,59,0.7337557494937865,0.904361477301056,0.9152422242281391,1,11,98.8521122464564,0
IBM,Elizabeth Anderson,Agile Methodology,2023-08-31,2028-05-16,f83fa1bfda3932c936aa5ea61057d25a093516131b822bcf2da1ed05d298b3bc,0.6659008366262024,853,0.9097145399526397,0.8365038089451933,0.9660269202596473,1,9,39.14624174635619,0
Yale University,Richard Dubois,DevOps Engineering,2022-06-24,2025-09-09,866602d26d96c54e9e78d69b5b1447873653ded3d9ba1e3ffebc1be4baf74fce,0.8596495603409643,1286,0.6710301065500546,0.9007889977327015,0.9684068993162043,1,3,23.87350987717604,0
AWS,David Patel,Cloud Architecture,2022-10-03,2026-11-22,b1332bfc8eb6332e3d96f8fd0f3cdcc0fbc7dc9fc3b63a0d4839624eaf3cea7b,0.8128397434949105,1185,0.705538661227604,0.9374007805200365,0.9428277190844564,1,9,2.2649137349953277,0
Oracle,Robert Rossi,DevOps Engineering,2020-03-01,2021-10-05,413a78780a03df84a130e343244af69b5ad3a5bcf65a2bba8ab86b456388a897,0.8948938107847494,2131,0.8847818771581271,0.8712220515326514,0.9059162247287083,1,8,31.059883565210818,0
TU Munich,Sarah Harris,Quantum Computing Basics,2021-08-14,2023-11-14,d83762e380a564d0166ab82602e9000aada27dbf8b8554e113822fc320f9148a,0.7466354935339766,1600,0.7621960815712073,0.8487512922698712,0.9221073855923654,1,8,59.33687924744314,0
MIT,Wei Martinez,Full Stack Development,2023-06-03,2025-12-03,0435c322e6259899812a49210707aa64cf6dd394cbf619cd046f614f8e18a297,0.5809153843334041,942,0.92459659971742,0.9267843064936164,0.9685148755712392,1,5,39.04815099310241,0
CompTIA,Robert Rodriguez,Big Data Analytics,2025-04-18,2026-11-30,1748222d81d50e5726f9ad002327969b26a017c07d390271013c7d62ce118155,0.9046306675078094,257,0.8570140625487215,0.9438466847663524,0.9610550275019758,1,10,10.265412606167606,0
Harvard University,Michael Thompson,Robotics Engineering,2023-08-02,2025-11-19,08ea2e66f8e98f4f4bab06f765d4772c6ea415d38d3596b123df4f8ca0e8259d,0.9473788973416101,882,0.5589903164684379,,0.9453510327831134,1,8,13.493326283257703,0
IIT Delhi,Michael Rodriguez,IoT Development,2024-08-07,2028-09-29,0ec7df96f2e7fe76488eb8b1b858b94295444189ee3d915d13c3c5b15a587764,0.7468503802560083,511,0.7733031571226132,,0.9881150938756733,1,5,17.707444284573928,0
MIT,Patricia Thomas,Full Stack Development,2024-07-29,2026-11-18,2489fdd5dee1a8c2c5239351e3fc4ac1e29838a17d008a39603b1f6a36de14ef,0.1833,520,0.0906,0.3169,0.4104,1,3,149.89,1
edX,Elizabeth Martin,Machine Learning Fundamentals,2024-06-14,2028-12-31,dff22143be0d780d72457f0dce547f4f05c6ec93de9dd1a4974cd5c863f09074,0.8151968935545133,565,0.5412309737843736,0.9301000794380083,0.8426945404315976,1,6,14.880831834975234,0
IIT Delhi,Arun Patel,Natural Language Processing,2021-08-17,2026-04-04,64b9c332b358d088290b64679483e9569a1a6969a5423b9c054cbe8ed303c316,0.8860145568858141,1597,0.8433860403990793,0.8485487803384723,0.7925951446449911,1,2,17.736895954384913,0
NUS Singapore,Richard White,Project Management Professional,2023-04-26,2025-04-30,4636b4744d96c4a5248e207a61f6d0e366915d6e7ce56129688d6fbcbbc9f28b,0.7719888782612861,980,0.938670062514448,0.9442916573462953,0.8963495718551717,1,8,2.784438694485439,0
Oracle,Thomas Kim,Full Stack Development,2022-06-24,2023-04-16,ccf3b5d4cb9b7ea13b642bced800103bc154abae9118268581e45b704c153c3c,0.1125,1286,0.3305,0.5754,0.0949,0,0,14.25,1
PMI,Sarah Santos,UI/UX Design,2025-01-15,2026-07-11,fba45b987b7f0c23f95f36e9bc4b5e4fd557b51cb69208718321cebd6944e373,0.8841932321684279,350,0.9253359146708094,0.9626754331500196,0.9419795270266323,1,6,55.90385886552152,0
edX,Robert Tanaka,Full Stack Development,2021-08-15,2022-12-16,438d1375f7a5fe39bc0d027bde198c580daae229eaed8a55671e4e840df5a00c,0.8609941449446864,1599,0.4137100230624388,0.8809953805470115,0.9619394631222687,1,8,69.91561488082415,0
NUS Singapore,Wei Kumar,Business Analytics,2025-07-13,2030-01-31,57bf7ae0262ea312bfd80d6b968721fd935dc08d31d8a89d7166b81cb2cda4ec,0.6072545494238395,171,0.986336254383,0.8511126330573828,0.7484643550655738,1,6,59.01182354620562,0
Harvard University,Christopher Jones,Digital Marketing,2021-07-26,2026-05-12,2d035dc8cc378e940f5010bbf8aaf60744272b8fbdd102e9866c1b4d20cf11a0,0.6681805419400129,1619,0.7430362126840332,0.8765907171793921,0.9001477851869985,1,7,11.222970659700028,0
IBM,Christopher Jones,Network Engineering,2022-07-19,2023-09-02,84e6a4c902d40f36c9b432ca1041415b4dd9eb33df3ac11f472b7ee398f6470e,0.8821833477845265,1261,0.9375635193107331,0.8804391039295836,0.8733745649129564,1,5,25.37642476915862,0
AWS,Sarah Rossi,Network Engineering,2022-02-03,2025-02-11,b564cd248ffb83859906cfedd721618c58d4655774491ecb5eb8f9a3fd5e5815,0.9373846280930975,1427,0.8134686027173273,0.9524740158972855,0.9223763767135424,1,4,44.59880216367695,0
Cambridge University,Ana Thomas,Agile Methodology,2021-05-04,2022-08-28,6df72443a474f1eb19e186b6ba8a8cc4e409f17b4668be2c0180a743a0a7148d,0.7696812749598774,1702,0.8129755413966872,0.9327972188539173,0.9746965252372758,1,8,104.44230044859819,0
Stanford University,Joseph Tanaka,Software Testing,2024-10-06,2028-03-28,b076d815fbe594f76e766877a5db096c77102cf1ec976e2e2a58075206c46807,0.6697626113125518,451,0.803644849629599,0.9789535508701823,0.5623966286254267,1,10,31.2741186620653,0
Stanford University,Pierre Martin,Full Stack Development,2023-06-28,2025-07-07,7151961f9a0701fa54afcc75a0fd95aa886cc562719ac470d77ce88d24d1c102,0.8985887563535208,917,0.7394374442513924,1.0,0.9991201628102917,0,7,20.54603269064218,0
QuickCert Ltd,William Hassan,Natural Language Processing,2024-09-02,2028-09-11,f787ac794134924af7380fd89b17eb94aa15e033e2255aa8c8a13037659d91c4,0.1468,485,0.2054,0.7549,0.3483,0,0,1101.39,1
CompTIA,Priya Mueller,Cybersecurity Analyst,2023-06-20,2024-12-06,0c9b47256fd8e44f0020a9346522c39eb0e3598691560f345dfc6e07060e2b13,0.4297406592605933,925,0.9514508121423922,0.9171916188007926,0.8150187736317216,1,7,2.2053417630396632,0
AWS,Karen Jackson,Big Data Analytics,2024-09-11,2028-04-09,70dffb39f3e7b71d6ad4eb0ae9607e7f24d9d071141be0054379493562711a38,0.8559454679567884,476,0.9492507905139244,0.9041516384194496,0.9636224936437041,1,5,7.763078885827926,0
CompTIA,Jennifer Thompson,UI/UX Design,2024-01-09,2028-01-14,247b3baa03ea4c971c0e53377fe89f78c5ed2dfa9bf821e58472acca2afbf5df,0.9184966720752185,722,0.7423886268782551,0.9853350114240926,0.7279828898695644,1,5,12.837191906386373,0
Johns Hopkins University,Joseph Johnson,Robotics Engineering,2023-07-01,2027-07-02,2c012f7b9b07e58bf113b38f4c69f5fcf36bd92c97ab486a8c37e9783f449dcb,0.9840456273793191,914,0.8165133110381004,0.8853195645493087,0.8040759650249777,1,4,42.5985544565589,0
Salesforce,Wei Brown,Business Analytics,2025-04-01,2029-06-03,db7cbf108ab4aa8be5d88569035af70f0090cd5154db50d653fd34186a111108,0.7879210904295564,274,0.8141772795345045,0.9186582032257428,0.9045750225084007,1,4,41.97643632000986,0
DiplomaMill Online,Karen Thompson,Computer Vision,2024-08-04,2028-01-17,57fc94cfb3792a374f1f7e900416b31047a27a80fe28461b679bbf8ba9f77744,0.2047,514,0.1189,0.5796,0.1056,0,0,21.35,1
Salesforce,Wei Hassan,IoT Development,2024-07-11,2027-01-01,84e3c8a32976ff2495a4e631ee7e85b4f473ffee558b719cfa690555daae132b,0.8143028668651565,538,0.9756008466711711,0.977515094470329,0.9194030220952716,0,6,10.716918724525446,0
Microsoft,Michael Kim,Machine Learning Fundamentals,2022-12-14,2024-03-08,379117393aeaf613e4ede4907a6dc93328f1d517251b141a6b5409633072e68e,0.9356568692798474,1113,,0.8831441320252357,0.9422921548717049,1,5,32.42086004255526,0
Oracle,Mohammed Martinez,AI & Deep Learning,2023-04-13,2026-01-14,810b881b24ae282d22bb24a2c4cebb55c5664a159203563d3eb09586a9ccc9b8,0.8895149734352047,993,0.6255427945029871,0.9252601548846722,0.7679648376506488,1,6,49.61467637241456,0
Columbia University,Karen Mueller,Agile Methodology,2023-10-12,2028-09-22,1f1a5b3f75eb1e63d7b7891719956e59404c557767abc454f88d3c4c5d4d1ddc,0.8443792765162396,811,0.6834846246152992,0.9072436796575232,0.9182358421182681,1,10,15.488565275651979,0
NUS Singapore,Wei Thomas,Data Engineering,2020-12-10,2024-02-22,1813803f648d413f8ef5f80ed8cea39444b264867e8c504c64d2cf9b9dc28b96,0.7500251279800287,1847,0.9765376208387466,0.9321861049973318,0.846202694513257,1,5,2.202918151871112,0
CompTIA,Pierre Smith,Computer Vision,2020-12-02,2022-08-14,21a3ce3778eb48d947df554b50c39ad0d6dd812c60f4353d14f08cc28f77abd8,0.8755100139179863,1855,0.7739779538462096,0.9095723002642269,0.9558685704681217,1,6,2.5253483156953607,0
DiplomaMill Online,James Jones,IoT Development,2024-06-10,2029-03-02,c28cf1cd332ca3,0.0596,569,0.2789,0.6796,0.0681,0,0,27.3,1
Cambridge University,Christopher Anderson,Data Engineering,2021-10-22,2024-11-26,983577935f3250ea1ea509373980267f3a2ea1aac504d589658fa27d82a3bc09,0.7649486130630018,1531,0.8564460581513751,0.8630937917246405,0.9642472106971054,1,6,15.017353610481567,0
IBM,Susan Chen,Blockchain Development,2023-05-10,2027-07-06,d8550b378af2467e805796389470f50b33ee78dc7932df5f652bafbbfe1dcbe6,0.7463692384505572,966,0.622465399263517,0.9863941643853317,0.9144461864836144,1,6,4.964266150683384,0
Columbia University,Patricia Jackson,Big Data Analytics,2024-02-23,2027-10-01,90273ef7d0c6298d555b948285c1eee43dd88e791aa8ec146ad5c7f0dc7faf13,0.7864612705659205,677,0.8319464609572608,0.9019695258511662,0.6917673469913146,1,3,22.820795014150168,0
NUS Singapore,Richard Wang,Project Management Professional,2025-02-24,2030-01-06,780b722ebb6033f171308365c40a6f1c3c0394f75b6cba963d92c013af974508,0.7862172489115189,310,0.8635176126311338,0.8977471946099665,0.8573362224131611,1,5,23.194786565967114,0
Columbia University,Patricia Williams,Mobile App Development,2022-04-12,2026-04-30,609613acb6aa3e133a8afe95139282b82e350cd1186ca3ad559b015495ae7c3e,0.7187083172452992,1359,0.799660255021372,0.9520922734404006,0.9187387817102638,1,7,13.330964473301728,0
University of Toronto,John Jackson,Digital Marketing,2023-02-13,2027-01-29,7595e320a56a3c464b62823878bfc11866bbcb7cfad701e58f7d15bda4877233,0.7623860945207906,1052,0.9147349942437074,0.91195913323867,0.9050679379422282,1,6,3.546579658878405,0
Columbia University,Priya Williams,Data Engineering,2025-10-27,2028-04-14,fc24fe36a30b497fb297b4fab3471952398cb4ef93237eb774724e96fb80e8c3,0.8526635797417452,65,0.6226475810930959,0.8916054215394232,0.6909468464365296,1,4,0.8103715248572803,0
Google,James Thompson,Business Analytics,2020-01-31,2021-09-08,9a22d06a6862975019edb8e9ce5e5e8def5da4e6aefdc736da5fc3427690d8bc,0.892237004355521,2161,0.9042545353110404,1.0,0.7900238917286251,1,4,22.615272483763047,0
Harvard University,Yuki Rossi,Robotics Engineering,2022-02-17,2023-12-01,772c2227f02d79cf7cbe8e157c5761b3008e547b80c2bd53ba811e68f1d3c2c1,0.9327680202951372,1413,0.7870170614246205,0.9813818521944275,0.9126619889056984,1,7,23.64997410327427,0
Johns Hopkins University,Sophie White,Agile Methodology,2020-07-08,2023-06-29,075470aee57b857112dad0427fcdf2554fbaeeb423a299b3452439a10696da85,0.8905092342999967,2002,0.9372367960035729,,0.8828996411986693,1,5,30.18061567767487,0
NUS Singapore,James Mueller,Big Data Analytics,2023-03-30,2024-04-23,c40d12be3833c079f5a4d77ce78583ea2c014b5357e079491813cc34952b9204,0.8372458865929119,1007,0.601464958735329,0.9602350290274487,0.909404443642705,1,3,26.35588212927355,0
Columbia University,Priya White,Big Data Analytics,2020-06-15,2022-03-22,87d81b5ebf1ea55a5950a8f49dd12f0df4538d8760adceb0812ffd38403c0c9a,0.9281738482732331,2025,0.9650422898462667,0.8738679737893821,,1,5,20.594169039611653,0
Microsoft,Karen Johnson,Robotics Engineering,2022-03-26,2023-12-06,dbd57570607031061bb76bb8379a978fdfca69279927591af424325390556e5d,0.6645494275622033,1376,0.7624198622701759,0.8700406548519172,,1,8,39.16526672864697,0
Johns Hopkins University,Richard Anderson,Project Management Professional,2024-11-20,2029-05-19,6f95d1c51348d6fa96c817653e6a0e34789a71b7efc90f8c2c44220bdad1083d,0.9603292833823821,406,,0.9505199724707629,0.8161538258425557,1,4,95.39325489082147,0
Coursera,Joseph Patel,Blockchain Development,2022-11-02,2027-04-27,cd9fb058028f05618c29dded95f493937f58d81b9430b078f65d64c7948b5c5b,0.659968044230744,1155,0.8352296349000445,0.8210609419973423,0.8409948128937695,1,6,22.575053731880985,0
Columbia University,Pierre Smith,Quantum Computing Basics,2020-01-11,2023-08-10,24c2617426f7813e5bf784aeb7f627322105a6ce0399c1b79f5dc3f9f8ea89a4,0.9683871897009402,2181,0.9452215582309171,0.9660891041783118,0.8884540265968381,1,7,10.093573355605336,0
University of Toronto,Michael Ali,Data Science Professional,2024-11-23,2027-05-17,175e25d4ad88ebdb4424af833b63002120055e81f96ad9fd2c447f9fb239877e,0.672421136494488,403,0.7796469897480436,0.9433507125244152,0.8648285702059778,1,7,26.34189716691638,0
Google,William Tanaka,AI & Deep Learning,2024-06-09,2026-08-30,19f47e85527c87a444ebeeee2dcbf9c3e44c66f937ee92d42a4189f258067477,0.7114164139088072,570,0.7305649396448782,0.9426691009003386,0.8761644325637857,1,13,6.551241156396081,0
Oracle,David Davis,Digital Marketing,2023-11-17,2028-04-29,bd11c6b057eafc5cdd9269a48a8d0fd83664d34f2bea879211a45e8651b14423,0.9717416656229776,775,0.9515381013410951,0.9630525902971718,0.910209760092952,0,5,20.17081541081041,0
Oracle,Christopher Brown,Data Science Professional,2021-05-20,2024-08-02,f0f6ab3af3b722f550a4755ffb9698ac807460a0bedaaeaf46e6c7661f6df3d9,0.8305916339392819,1686,0.9027345288853607,0.8711187269909584,0.9081874653625772,1,6,5.921831270604894,0
TU Munich,Patricia Miller,Mobile App Development,2022-10-30,2024-02-06,c0ee1ad405690ea6fa11f5f63acfb290a2809dbea6cd1a6168f6a572d4accc3e,0.8453693709013517,1158,0.9833692904105616,0.9072378880291053,0.8971869986279979,1,8,64.74119845580675,0
University of Toronto,David Davis,Cybersecurity Analyst,2023-11-27,2028-02-04,7ebb6c19c5e227c940c1f1c552bac6de3fd83ca71c4f821d0cbc1da1a73de749,0.7193900739878294,765,0.9541238877308755,0.9599078057032161,0.9384570267830481,1,6,14.745535140905986,0
TU Munich,Mary Brown,IoT Development,2024-11-26,2026-01-08,a90d15e9a5cfcca0b8d7b88de0006b91420c0875a7b52d62bf346fe3b56f653d,0.9444082946367313,400,0.8227834273335424,0.8563175004864707,0.7638881672206727,1,7,93.67614649386032,0
Udemy,Sophie Tanaka,Data Engineering,2023-01-16,2025-12-25,bbcf3f248afbd101780bd5b8520c89b4d6cb08475f37a62bb312717b1ff85b1b,0.9318267209305287,1080,0.4586699614360651,0.8312954913312735,,1,5,71.70772726461082,0
Columbia University,Joseph Smith,Digital Marketing,2023-04-26,2026-11-24,ee165b51606695f7b009e8733b15d86c444334bba905f83e2b0c94e3d5207f8b,0.7934486249390109,980,0.7766721507659836,1.0,0.4697608363945385,1,9,29.452597615081974,0
IBM,Jennifer Santos,Computer Vision,2021-09-03,2024-11-13,6ef2c524cc40c195762f7d12d9b927cdae3e43567e8ddad6adb809260999663f,0.8980578500707858,1580,0.98947126717533,0.8530455465487659,0.9054695893074269,1,8,5.32384824893001,0
Google,Susan Harris,Computer Vision,2021-06-01,2025-07-17,f1e3fb1910e1b4ec53ef29dea60ec792ce4d5b7e85b60acc338b0a08c66f42a8,0.934829453720864,1674,0.6627413859671366,1.0,0.7832311124615764,1,5,38.453847999361564,0
edX,Jessica Johnson,DevOps Engineering,2022-03-11,2026-06-15,dab9c4e5997ea73cf875805aa8e71cf7f95d09fc67701302d2f43292e53f8cd9,0.8088630263924916,1391,0.8570309553497578,0.7703409433254165,,1,4,55.03277915734954,0
Google,Robert Kim,Data Engineering,2021-06-10,2026-02-27,3b479cf8213d9c698671620a03d1920ef6905c74ca80b77e977eb9ffe973cefc,0.8020039315753851,1665,0.8975602021390584,1.0,0.6314021957725704,1,2,3.532663194670578,0
Cisco,William Anderson,AI & Deep Learning,2020-10-19,2022-03-17,229faf02a0371eb2780b60733c6594258fdd11fc5cad9e2f37fa88843d9f050e,0.689990973224106,1899,0.7949627061243116,0.9585565392115492,0.9245953190231336,1,6,29.32385440284731,0
CompTIA,Karen Kumar,DevOps Engineering,2023-04-23,2024-10-13,60c5e7aac1a3775b0a618ffac9c7df9bd7f47893d962c1e2c20286577d688920,0.8660732180270904,983,0.751025035926876,0.964400360214098,0.9388343359574975,1,10,47.59902804816957,0
AWS,Thomas Thomas,Agile Methodology,2024-10-24,2028-08-18,bae70939b00dce079f3a3ede1bbbb7ff5fa92458ba6a9ca9bbf5e7bc7d3db487,0.8460089046804798,433,0.9417296664177892,0.9533227027689684,0.5066357616772723,1,5,41.21821208360164,0
CompTIA,Yuki White,Software Testing,2023-09-04,2027-07-16,d320d02652552686339e395d85533584e97d979823d7291892093c498e3e4d3d,0.7134469504336568,849,0.8512457876550578,0.8816028173697656,0.9507883956457469,1,9,0.6214637036967665,0
Oracle,Richard Ali,Business Analytics,2020-02-20,2024-07-15,116315f8922bb981c6d59bba4d72b4b72f2be2468f052268aeaf77978ba618ed,0.8087583555698307,2141,0.9529491705807336,0.8567983406777973,0.9404371734584562,1,8,47.14670939008981,0
edX,Joseph Thomas,Digital Marketing,2023-12-26,2025-01-29,5b839df36ac83bea55f2962c1dbb4db7d01806a9f9c64613a72e117a3768c16b,0.8015384090177997,736,0.9931523425108292,0.9225019468373702,0.9923357946834677,1,4,104.24982726105681,0
IIT Delhi,William Patel,Software Testing,2021-07-22,2023-05-07,915d378b1cbe6f04a06e04a1e74d9faeac26f649a8e00e9134f8a677b3bc7096,0.8594846683886166,1623,0.9054830041075226,0.9036736392055946,0.829424504512537,1,2,22.013592934289395,0
Oracle,Priya Taylor,Digital Marketing,2022-03-19,2024-07-24,7a608756fcc4c7b01f6e41224eebf9849a54c4dcb64cd9bceebe0c5e1de01735,0.7345504949919159,1383,0.8422027869629682,0.7661901937777087,0.8889006167033003,1,6,19.087832658732204,0
Salesforce,Barbara Harris,Mobile App Development,2023-05-29,2027-08-16,0fd4afefb14b3a7bd4dc4ed30683d700884c0630c327af0636686df29d3d7572,0.772385026973136,947,0.7490020714917172,0.9112665529944531,0.9574970554055008,1,4,156.60841391930916,0
Google,David Ali,Network Engineering,2021-04-12,2023-07-14,5f4033f70990644fa3820eb3ab011063fbaf629da0aba422ce5186ad83926177,0.7696562867000082,1724,0.8824377856112915,0.9321709658340068,0.7851843009931159,1,5,1.8320200668959186,0
University of Oxford,Fatima Rodriguez,Computer Vision,2022-02-25,2027-01-26,1c60b57cc2415bc059cd1e75cd050618d2eccdece4cacd8d6f25a57048219e40,0.8076333428344858,1405,0.7067461418714047,0.8813284047297109,0.7848601618240018,1,4,16.602157485032738,0
Salesforce,Barbara Ali,Cybersecurity Analyst,2022-12-31,2025-06-19,1d145b977cb9b8a5531c8206e9f89fe3c8d8ae8662f46c60bf3b0d45ed276378,0.8794266733613851,1096,0.7839961973319288,0.8253373403879105,0.4908251533529437,1,7,5.609933696838029,0
PMI,Patricia Rossi,Database Administration,2020-05-03,2024-11-15,0c8e3068218fe72ad4dd7895939d7411987c8b419839937f19e2756256b47940,0.7557298724109426,2068,0.8919923854027512,0.8049958733187359,0.9908524611290139,1,9,20.616434148127542,0
AWS,Wei Williams,Mobile App Development,2020-07-23,2023-01-05,b1cf2d68da7cd08b2743c304f53d562161125d0a09110fdfe5d332ca8c6728af,0.5856037784850534,1987,0.8077979196825688,0.8739731466232549,0.8602868092098992,1,4,99.91246638546448,0
Udemy,Linda Ali,Mobile App Development,2020-09-18,2022-03-05,4e800b9d8ab60a72e49596c292a2f1b0f9dc84af9dd198b484e0f9764d42874e,0.8345511413119303,1930,0.8878852061602007,0.8302595833077483,0.7306386038985784,1,6,7.127908425866145,0
TU Munich,Christopher Kumar,Blockchain Development,2022-07-15,2025-01-27,489cabbb2f76be1a9b3d987df6aff220eae723ebd6b9053bcb21243ecf458ee8,0.776846892439141,1265,0.7551336245012031,0.9640697862174422,0.8638043058242325,1,4,29.413504271605092,0
FakeUniversity123,Arun Thompson,DevOps Engineering,2023-09-16,2025-12-29,4c720e74ff9d84e545c2ebb7af528835ee0255e6289fbee09df06cae24b2f0c9,0.2179,837,0.267,0.6511,0.0605,0,1,46.46,1
TU Munich,John Johnson,Natural Language Processing,2025-02-16,2029-12-08,3546498548628bb0eb28ea371e74a50ff25038c4d270a362b63957802b0a66ac,0.839953223972471,318,0.7790525338406216,0.8920105077918521,,1,7,2.129926681327281,0
ETH Zurich,Carlos Johnson,Quantum Computing Basics,2021-08-28,2024-10-23,155ee54572906f7955872c72a583c146dce36e77ab9f82c18f388626e256bd53,0.5820254791592588,1586,0.7839309032299421,0.9023082353470796,0.6162419390320428,1,6,18.192306800801664,0
TU Munich,Ana Rodriguez,Software Testing,2023-02-07,2026-12-14,5df57d3a3c52c933fb91844ace115a7d50302f05da1ebcbbad69a3faf766aadc,0.8553370237114435,1058,0.8064308259497726,0.9305416295991924,0.9572729897643433,1,4,37.76341286711089,0
Udemy,Robert Smith,UI/UX Design,2023-09-12,2026-05-23,50fb041789a571c0f4829c44f90096207b7e484c847837c0364a4c8165b47266,0.7872356858172288,841,0.8283406297714663,0.9252995098810906,0.892159779236486,1,4,12.162280267680895,0
Johns Hopkins University,Robert Kim,Data Science Professional,2023-06-25,2027-10-01,a0b1adf5f783e9af6c13de4bbb4dd9f8f1b8a0699c4f3fa3424ae16ae91460ef,0.8408365412588585,920,0.665063438557687,0.9441981941923462,0.7851951659195043,1,9,18.797892423180613,0
edX,Karen Jones,Project Management Professional,2022-12-28,2026-05-05,1980c0078d81e2ac021b8e5dcf9aa5576829a82fdaef34356558286a28cb0926,0.9560963713491083,1099,0.953171042231839,1.0,0.9076125093578612,1,5,28.9310648713146,0
Cisco,Priya Wang,Database Administration,2025-10-30,2027-07-11,4b875444a4f82354d937a7d9c83e388658dadb4022f0ca00f675c0e125e6f111,0.1592,62,0.2043,0.7642,0.1553,1,0,122.45,1
Salesforce,Jessica Martin,Quantum Computing Basics,2020-05-24,2025-04-30,9e1b41ec5df355226e381d14fe27931b9665bb5ce947a5fe25a6dd94ce441ab3,0.6403808328234851,2047,0.9038083348770874,0.974751149136097,0.8560399525737861,1,6,12.897859322757355,0
Johns Hopkins University,Arun Dubois,Blockchain Development,2022-01-14,2025-01-22,03a9be7054027722b0e5105d9fccf7d6c0f564da1d2155c24bd5308025406bf3,0.5847265208381495,1447,0.8676812706215651,0.8248454399600919,0.8238186278012554,1,10,39.06441428720503,0
CompTIA,Yuki Williams,Business Analytics,2021-02-08,2024-01-20,d8539b5922c03eb28875828ae4e347615f3513c104c794a06e474e15b3dad35f,0.9642463603882989,1787,0.9711705717078312,1.0,0.9282636461088113,1,4,38.71118814023916,0
CertForge Academy,David Mueller,IoT Development,2026-09-21,2029-04-26,5ceb42d3fac433450e01ec4fa2e1d987ad9b3e50a1816554747eeafcf8977c95,0.3234,-264,0.2692,0.3382,0.2429,1,3,70.32,1
Yale University,Karen Kim,IoT Development,2023-05-15,2028-03-28,1d97a036047ab8d6255e5ecac90b99ca938fc23a8836125d0b82ed7aa1c436b2,0.8313688413540078,961,,0.9400343653187503,0.7799373579319754,1,5,46.50091946724495,0
Oracle,Elizabeth Thompson,Cybersecurity Analyst,2021-02-23,2023-09-18,23380710c9c02be7cca3506d5e266acd4114d811e4b0e157d011483da8ce898c,0.8233764763907943,1772,0.9525185501885666,1.0,0.9464240868615003,1,3,27.904323394094817,0
MIT,Joseph Chen,DevOps Engineering,2022-10-04,2027-05-16,79acea849eb7eb7ef1a7f8ff0dd2c49f0d003edcee4b52102603752599507f6c,0.8639640376281591,1184,0.8362381845592449,0.9251508096640232,0.7756197365434752,1,7,0.38409660881151064,0
University of Toronto,Linda Patel,Robotics Engineering,2022-04-23,2023-09-13,0c0685a7cbcec8148059766bac76de9bf0437f0b9d41ee0096644dbe6cb3b847,0.9313226963439741,1348,0.8460218015065093,0.9873490642135238,0.929737475066754,1,6,34.51231437176177,0
Google,John Williams,Blockchain Development,2020-10-26,2024-04-08,7061527fbf310a64fde7f1c62bcf057b60aa24dfcffb36648044cf92a7ba85d1,0.9418746086564005,1892,0.7754763731792189,0.9364343592551705,0.9470595429237508,1,5,0.7705188316662316,0
TU Munich,Barbara Ali,Project Management Professional,2021-09-30,2021-10-31,c3a8012ff6a10b5e6d47d044ea26b57de224bf71bbd10938821b1740ea83167d,0.0369,1553,0.3734,0.6098,0.4668,0,1,38.49,1
Salesforce,Ana Jones,Big Data Analytics,2023-10-11,2028-06-24,3487f0e340c9ac1749629d29382a6afb0a18a311e5636c9fa0a8969ed01fb029,0.8352556354107442,812,0.889211598702654,0.9207239470333969,0.6699408826556617,1,5,30.147659967732107,0
IIT Delhi,Carlos Rodriguez,Data Science Professional,2020-01-08,2022-06-04,4ae846751155ccdde28bfe356d2fa312715ec240368b8b7abdc4e45134bfe700,0.5992508043812156,2184,0.8008714984713893,0.9584500932418403,,1,11,2.905903252305734,0
Columbia University,Karen Kumar,Data Science Professional,2021-09-27,2022-11-15,dd3eece6346c576a8a2a50476dc8b7acd4f528883af40e72af9935fc9e9fa73b,0.8979546449283814,1556,0.8495935121775916,,0.9870926123296523,1,9,22.92437064855363,0
University of Oxford,Thomas Thompson,UI/UX Design,2024-07-05,2026-01-02,ded532fd140e16bcd59a8e1f9c9304a1b6a5a7367bf3478bc749872b851cdf4b,0.7328096483603561,544,0.6975804624860418,0.9773266439068099,0.9371800606444759,1,6,1.4078197401309,0
Cambridge University,Ana Anderson,Full Stack Development,2021-10-16,2025-12-13,deacfd06ac922fe3e1d31aeb0ba3c129e8db703f9680b0247f05c40eec0d455d,0.48731851893160577,1537,0.8439004170208843,0.8962150276443227,0.9463002127502406,1,5,5.045498999700319,0
TU Munich,Jennifer Rodriguez,AI & Deep Learning,2024-12-25,2029-04-15,0aa47f55e5d297855033a5a3005c557de1dc1e660c049ddbf346c56ee633f5b4,0.1073,371,0.3285,0.7165,0.5,1,2,47.36,1
CertForge Academy,Barbara Smith,Computer Vision,2021-02-11,2021-09-07,c2057f38fcb7c6f6464510f122db69065523ee40a5bdb614112610e8a7c3a269,0.1514,1784,0.4076,0.9597,0.2669,0,2,99.72,1
Coursera,Linda Martinez,Mobile App Development,2022-08-27,2026-09-04,bb4792162a90dfc66c91dc222cc8bf2e7b8ff531095fea9263a9eb1effe970d1,0.47735886378479764,1222,0.988193528800676,1.0,0.7810186514364589,1,9,98.30546126692776,0
Cisco,Patricia Brown,Cybersecurity Analyst,2021-08-14,2023-10-04,5b976141183ca36f69b94ae4307b103d302e900e291d3d096ee7a412491b4841,0.8999425869134442,1600,0.9914738395257715,0.8987322645316891,0.9285092702696399,1,3,50.31754227619978,0
IIT Delhi,Barbara Wang,IoT Development,2024-02-16,2025-10-28,ea161cab7160c0fa0f784f3296abe3bdbd95017edd5bc0d9aae6df5916321b9a,0.804519869940499,684,0.6463899451981616,0.919856241734058,0.7012094002982198,1,6,24.4341214581415,0
Columbia University,Jessica Ali,Network Engineering,2022-09-03,2024-11-13,894f6b52f5e5613a0178443348d786a2035ae36e1e68f280f078a76e9e14a60e,0.9336319349619646,1215,0.7901033415994169,0.9621953569738068,0.9160139910747106,1,6,14.245755871438705,0
edX,Fatima Rodriguez,Quantum Computing Basics,2021-12-03,2025-09-20,be8ca48893aa304105d1d3806bf22f65a4c60a5996aa40ce909cdbc8c12a13fc,0.8239262542218616,1489,0.9341775201009247,0.9207737233168765,0.9007442979266024,1,5,19.738021214530683,0
Yale University,Christopher Hassan,Blockchain Development,2022-09-23,2024-09-30,e0ee1bad8c5990f223acdd5a3aaef02422cb059ba238b10b539011f3be26635e,0.8970770048796108,1195,0.7723729043850893,0.9220102997546415,0.9139411814054607,1,6,17.3333572067681,0
Columbia University,William White,Quantum Computing Basics,2024-09-08,2029-04-27,285a7c89c4bad9c9fbec38a7cf606ea262e9f871a8266bf35bbce769208ce9c0,0.9230355600951254,479,0.9575194554830256,0.8898700341750405,0.9676102844105989,1,2,6.3363026863275405,0
Salesforce,Robert Jones,AI & Deep Learning,2023-08-15,2025-05-20,7bb62c2a28aede5831093818ade40c922cd882c41afc91b16781973dbf82054b,0.8731334488367912,869,0.8015595016590941,0.9515200774791118,0.962254490724268,1,4,1.0253490109614,0
Adobe,Arun Jackson,Mobile App Development,2024-10-28,2028-03-26,cb02ef87331e05dcf7aedc643b8d98f673510ce18efc032791b1201d9c40f290,0.731329902140269,429,0.5546025012157358,0.8910622437302032,0.8111854368625928,1,10,43.5978548558715,0
Stanford University,William Martin,Agile Methodology,2025-08-13,2028-01-29,8a85d03a1eaefb6473cad3d0c40404a1881bb441e4a309b6301442b60b86bb41,0.8419704243793183,140,0.8260534987636218,0.8703983303281455,0.9121356225277054,1,8,27.89364642538584,0
InstaDegree Corp,Barbara Jackson,Digital Marketing,2026-07-08,2030-07-06,a59dbe3b804b7d5192ebb5b746cc3a6e6fb42834be7cd71c092923c0ddbf4907,0.4351,-189,0.428,0.742,0.291,0,1,22.72,1
Harvard University,Karen Miller,Network Engineering,2022-03-13,2025-11-11,8b170c23fbc05aa40b0e1cdd676099a7818264f49536525da13bd798ba969c8f,0.9769294100940301,1389,0.7904186189326075,0.9845909851687389,0.8935847731960685,1,6,15.204825341540472,0
Stanford University,Jessica Tanaka,Business Analytics,2023-08-30,2027-07-20,f7ab179065763495187338dc68d8e3fa59592caa93e10bb79997632ba3188acc,0.8005406779614961,854,0.9641119265964645,0.873792735283266,0.8229524296717953,1,5,52.45585529352018,0
Yale University,Fatima Mueller,UI/UX Design,2020-12-23,2022-04-22,006537eeb4da7a07c0770a464c90b55414e01340c26c4d339847d2fb2022cfde,0.9124353581151401,1834,0.8052625239879563,0.9884679044421671,0.7832839720282765,1,7,52.73621559255015,0
Harvard University,Elizabeth Jackson,Project Management Professional,2024-04-15,2027-06-13,71260a7939cbe7e84911da530d56481d8260c0fc4a5f44a0319edc631ef229ed,0.6762275039995175,625,0.775042725757921,0.9508203059220407,0.6166406802486931,1,7,11.542346759044252,0
FakeUniversity123,James Garcia,Data Engineering,2025-07-25,2026-07-09,77526d89,0.0244,159,0.3291,0.6322,0.1106,0,0,16.24,1
Harvard University,James Kumar,Blockchain Development,2021-10-27,2022-09-17,231e6db35954d721cf2c49e97a99b0c8d75c7eccad5821ce44dc52eccd455221,0.0558,1526,0.139,0.4259,0.248,1,0,5.0,1
Stanford University,Pierre Williams,Data Science Professional,2020-11-12,2023-11-12,934ba01737467174781576831ec1859c0b116ad8024323b41c01fe1b4e052c0c,0.915880529600893,1875,0.992602327115347,0.9041449780589332,0.9473307078122933,1,8,37.25809694886772,0
Columbia University,Pierre Patel,Machine Learning Fundamentals,2025-06-03,2027-06-24,e042bf91b00785b0d20a1573309e939d03b2dba75e59d2d4dea78a3b86e40842,0.7394655742866839,211,0.7130898221126569,0.9805716461322642,0.9859849107747528,1,6,46.381175905743866,0
NUS Singapore,Linda Wang,Blockchain Development,2022-02-06,2023-12-11,db4d009de3f3a62b72af0453b12bf4f2dc78a88ff49eb18c532079c3eb47fa0b,0.7188946763031235,1424,0.9313051584927863,0.8600590487818052,0.8993192251266354,1,8,32.23159886470056,0
NUS Singapore,Wei Thomas,Business Analytics,2025-01-29,2029-11-01,908a92b7c67971d384d932dc3daec6203eaa92c5cc30003531ca2abd4e4b3073,0.9289359548267648,336,0.8837093405594383,1.0,0.8461955097802444,1,5,3.065819502749715,0
Johns Hopkins University,Priya Williams,Machine Learning Fundamentals,2020-04-10,2021-10-29,1fdaec37e3a439905583fbfd024db65f96d58c17f8d0bc6e3673825268282aa1,0.922077175721626,2091,0.8557728740349444,0.9433964171069578,0.9489511193216272,1,3,40.6489969981777,0
Cisco,Wei Tanaka,Robotics Engineering,2025-12-03,2028-11-24,5cc22ae23a11f0d69f7b08a0c3979a7f2b7ebfebfa7d80664f59cc9a3c805c90,0.793398247608689,28,0.8318171254047741,0.8774293582653167,,1,2,16.349588187556655,0
Microsoft,Mary Brown,Blockchain Development,2020-02-07,2021-11-11,87ce66020be7d8412b50ebbaf079f41c20df2f733c0d0ee5ec8ec66ba53d301d,0.6112224331490609,2154,0.8039511972232333,0.9122847852166845,0.8438331448973763,1,4,82.84291500662066,0
TU Munich,Arun Patel,Machine Learning Fundamentals,2023-08-13,2025-08-25,394fd40961bd2017d96f1fbeee0fd12e39f131032cc84f34dc0615e8931c800d,0.6464970885913599,871,0.8089542582284964,0.8865003724862173,0.9378748714077358,1,3,4.941119857295668,0
NUS Singapore,Joseph Rossi,Project Management Professional,2025-08-26,2026-11-13,3c356fab50cc900294008fedc1380b3b5a409779fac973be9c318b8010e14b06,0.9002826649166432,127,0.8423373699414024,0.8761087697994888,0.8855321369614069,1,6,0.0856945643839453,0
IBM,Ana Martinez,Business Analytics,2024-06-30,2025-12-12,f206e3567ffa84f14afabc0aa94bff5a0e471232fc2c8976f9d5f654060066b1,0.7782988252437036,549,0.9669444062734452,0.9181888920837498,0.7757796868921353,1,6,7.210581035414528,0
IIT Delhi,Elizabeth Martinez,Network Engineering,2024-04-15,2025-05-02,d901019cae7cae04e356622cf5ce771ed8cfd7dfc9cf89eb04b2e7398a99104d,0.9248103759553226,625,0.6870568420637813,0.8902655618235968,0.9072087179847889,1,8,54.38948014396607,0
Coursera,Ana Wang,Data Science Professional,2025-07-27,2028-10-04,38ee2adae4592e24321376732d3aa2df3de6684087ef84fee5f4829f17766952,0.9562734483180647,157,0.40974486378536723,0.8328584399509904,0.9075784829623438,1,5,1.7226927412079356,0
Cisco,Yuki Wang,Cloud Architecture,2024-08-09,2026-10-09,531e06ae140ba24652401fa5442ed7dbf6d48629d32409d1d3f774413e14578f,0.6251827307237678,509,0.9402800394899754,0.9095162720670245,0.5732216177251221,0,9,60.09030619768072,0
IBM,Barbara Kumar,Cloud Architecture,2025-08-02,2026-12-30,4370a49ea9389be778a071820ef4681a07e97501a7b2dfc11719ab49f3f3c49e,0.8728331583714087,151,0.643425622355597,0.9339240147294131,0.8623423284079785,1,6,8.844236185065752,0
Adobe,Susan Kim,Robotics Engineering,2021-12-14,2025-06-27,114194c8b6a2890cf97cf9516ba9e5033c66790003612232fd1aaddd7430a718,0.8687131779584046,1478,0.7052433154258697,0.8234441623604009,0.9891531576596827,1,6,35.489969466838495,0
Udemy,Susan Garcia,IoT Development,2025-06-26,2026-08-28,c7602943c3f31d3bdcebfc79816e0c05a716898dae7a7bb5c26393ff0ea13c14,0.9445327756647549,188,0.9418523621842749,0.9265589514684723,0.7418274318361171,0,6,8.521691112368512,0
PMI,David Wang,IoT Development,2024-11-23,2029-05-05,909b947fbfbf34bbc7624a66d0f8be8d0d58ddbafed13c77b7d88535f79815b0,0.8972190744751523,403,0.862631265257165,0.9405003489208001,0.9133880793130114,1,9,6.477757869888952,0
Cambridge University,Fatima Harris,Machine Learning Fundamentals,2024-05-17,2029-02-17,95da9a0bcabca91e905832a77616f23451a26a4c858f4e3928d4d6e68175a2c5,0.772925684563605,593,0.6984566517497928,0.914514419902198,0.9798697279721376,1,7,31.74043006189942,0
edX,Jessica Smith,Project Management Professional,2024-05-25,2025-11-06,ea1541c0cda57eedda721b6cfba28038f708a3b14f9cc95f93f2559f36ebb71f,0.8484389258277022,585,0.7583337650502602,0.9147593130816157,0.8001269141748254,1,6,0.17393747395024947,0
PMI,Jennifer Rodriguez,Machine Learning Fundamentals,2020-05-28,2024-02-01,df7a4d0ff3daaa47f9e4142df786cc1bfe353f2da67ade8aea4073a404d66188,0.7043338636596418,2043,0.8353282888868647,0.8516300844615686,0.8552255125489513,1,6,3.4208737926156476,0
University of Toronto,Joseph Davis,Cybersecurity Analyst,2024-10-31,2027-05-23,809c88ef4d7027107bd8e95569e39851bb70547c4b9296427a626a6c8ff4284b,0.8995595995676697,426,0.7495714937795257,0.9255519546956621,0.9195799911121144,1,6,16.778747703524434,0
University of Toronto,Ana Brown,Machine Learning Fundamentals,2020-06-09,2023-03-24,72d244bf333971217e2746a5fd150fae8155c0cee06140957d5381d2ea4dfa60,0.8986384819911105,2031,0.7320920511398296,0.8769218706557778,0.792177732454807,1,8,34.17421109250503,0
TU Munich,Arun Williams,Natural Language Processing,2022-07-10,2023-10-28,e6895097b1812531a933d7daae0d13a7d96163769078d87ccf73cb5ea532855d,0.9133707411971316,1270,0.8925881555055181,0.9225483858799841,0.8288795850232381,1,6,11.582450643208597,0
Stanford University,Elizabeth Jones,AI & Deep Learning,2021-10-07,2023-04-14,a34b21c4060656bb378b96ea2f8009ef0617b60d06985e137964d0dbd5c46eb7,0.9455728572535743,1546,0.8348268296607736,0.851604590398032,0.8808582883697755,1,4,17.251893937890483,0
Coursera,Mohammed Rodriguez,Mobile App Development,2024-04-18,2027-02-17,461ddd10d570395f6249de08a719a44f7bfb43a60926d74abb9c187a4309fabc,0.881307985021704,622,0.9739622580394978,0.9974640495669204,0.5507872643569506,0,6,11.082590545624925,0
PMI,Patricia Wang,DevOps Engineering,2023-10-07,2025-05-27,9739f3137ff4e851053a1ccb84a42d1e93b4f6892495296b3323e638e4522615,0.6106271722998872,816,0.818029815355927,,0.7854731856281171,1,4,19.211572893014402,0
TU Munich,Pierre Rodriguez,AI & Deep Learning,2023-09-26,2027-03-09,5876a52bf082d7a59a2d383cd69d32e7300e4c6de87195baa1866c72b004bee9,0.8451514184791566,827,0.7537247628752133,0.9046123302343286,0.8503648839337881,1,5,4.9475843098410675,0
Columbia University,Linda Davis,Project Management Professional,2020-09-16,2025-02-21,756410fa6dec6780a995cc0ebd7e09f0486a1259f1b51af321475bbd0a9aef2b,0.8685646662299457,1932,0.8148063378717904,0.8840082293630404,0.9077406751524157,1,4,4.5017537531896945,0
Stanford University,Barbara Tanaka,Blockchain Development,2025-02-21,2027-06-25,620ee41ab31b6d708d1bb1b62cda46c07dadfeb859b52e63ce322e42552c4906,0.9198330045790893,313,0.8752790017078768,0.9761981317879125,0.844631799647797,0,3,69.32413890023459,0
Salesforce,Barbara Taylor,Database Administration,2020-10-06,2024-04-12,10d413091893d4fa905635fa936a6e2b519d27830563be00d2af7812c65ea424,0.9525041311155318,1912,0.7104573720300599,0.9231049766838226,0.9158579029630451,1,5,7.706693510921433,0
AWS,Fatima Johnson,AI & Deep Learning,2021-04-18,2025-05-06,4699437823ed7f6cf61dc6eba8fe24b2303e872237463f7877d72e18dd09b75f,0.6606324544805539,1718,0.40142718179354614,0.9703458067368643,0.7346676095169008,1,5,5.988120039958415,0
Coursera,Jessica Miller,Full Stack Development,2025-09-20,2027-01-16,f44b8c8ea87ca590e3a882fa165381c590d53a3aaf566ec85d92a3c0c5b2a82b,0.6783086066586124,102,0.5810845940983841,0.9103256491748494,0.9397658272239954,1,5,42.27763306133302,0
NUS Singapore,Patricia Thompson,Computer Vision,2025-06-04,2027-11-19,d42e674ddf34e98f19283c05f422e83a54825bd496986db7762b77d3d2537e5f,0.506780942574072,210,0.9094832978283002,0.9261207159942952,0.6944324080781056,1,5,14.576002504731498,0
edX,James Martin,DevOps Engineering,2024-08-20,2026-10-30,1535d9e88c6a3b76646485454d901f635858c946b1d81b422381e5c4a9b971be,0.917889782000618,498,0.6941806509517261,0.9412651202113931,0.9703443673106531,1,5,64.11012895280594,0
Microsoft,James Thompson,Agile Methodology,2020-12-27,2025-11-29,ac002cd89f1a41f5704318d185cb0ed1521d30949aed0f91182cf8cc661ed7e3,0.6476446938270161,1830,0.7844786405331282,0.9029907596931341,0.9044459254643965,1,5,60.896317446719266,0
University of Oxford,Joseph Anderson,Data Science Professional,2022-05-05,2024-01-08,d4210d2e660ee9c66f622063fad1b21893d2d1466c559e61672d857f42e23f86,0.7240045822032873,1336,0.809087434620572,0.891607443859425,0.9062377488737103,0,5,5.489284085517063,0
University of Toronto,Wei Martin,Digital Marketing,2020-11-07,2023-09-02,651e5f4ae64577f087dd8e63f33e9e1d5c8c193928cc8d282d7d3bd346af5e7a,0.7139149392394198,1880,0.5776149132365397,0.8681687498980039,0.5550603841127246,1,5,42.34271199863191,0
Johns Hopkins University,Mohammed Smith,UI/UX Design,2022-09-02,2024-05-25,7a4fb563c2fedbab1fffc2cabc67500f59736bd050d75c60dd6154367ab7db0f,0.7793673277022538,1216,0.8483664493752248,0.947764733951086,0.8455254752316014,1,6,6.04454506070738,0
edX,Christopher Dubois,Natural Language Processing,2023-05-11,2028-04-29,fadfbe49d8020de3b3a9c1d4bb4de19afc5bed65bd63ce07229e4b8677817e1d,0.8723139080087418,965,0.8878685497478773,0.8710482309217055,0.6638793928607484,1,6,2.2845721146968097,0
Johns Hopkins University,Michael Jackson,Network Engineering,2024-06-19,2028-01-30,0aa3fc13e6b5b48a9ad00560ac6dae97720e1e2cebfdf828d6ce65d13ed40bea,0.8965604546263422,560,0.6960974316311079,0.9297899425232187,0.9745516755955015,1,7,9.145980584561505,0
Cisco,Christopher Johnson,Project Management Professional,2025-12-29,2029-07-09,23e2e2c0167f22085cbe96a0bea56a39f18303053dcf579031210abdbf0dd342,0.8033470386079334,2,0.9283493175290183,0.9131609018597927,0.7784112661093803,1,5,36.648300364480676,0
Google,Pierre Taylor,Business Analytics,2023-06-10,2026-12-18,80471726ed4d76412eb15e8ea29d163fb3130e0c00b5a60863ffdf4c97de0123,0.7921681719369755,935,0.867585684586633,0.8326719131337689,0.868562980998199,1,6,29.585289228187836,0
AWS,Christopher Hassan,Robotics Engineering,2020-03-06,2024-01-14,a742668e743191b9e7b145907ca3593f38b17843525b3b6068174b0b34584214,0.8309073133771404,2126,0.7560588218047322,0.9863308346282124,0.7940490147550526,1,4,15.369780013588192,0
PMI,James Thomas,DevOps Engineering,2023-07-10,2025-05-04,1af230ba80110e96a7d112a8ae78dac09bed1029333e16b192f836da15545031,0.8244474221651417,905,0.9870205710782683,0.8929142679092783,0.9373030986696395,1,1,11.664645866761727,0
Udemy,Priya Jackson,Cloud Architecture,2020-11-19,2025-05-10,984ad146ed794ef590592b1308802beb4cb2755066651d0678e8401beb4c809f,0.5807352857304147,1868,0.8438184600936274,0.9118301144475526,0.7995172429212628,1,6,12.513788956688842,0
Johns Hopkins University,Arun Chen,Database Administration,2023-12-10,2025-05-01,b36f5052ae45f48c30e9125ed17e04fae688c9a732b477209e31416db4f8ccf6,0.8888195924306641,752,0.9644480852257965,0.8812411346257331,0.9415172031520644,1,4,112.217102483778,0
Google,Carlos Tanaka,Cloud Architecture,2020-06-22,2022-11-30,688e4c426c9a6f89d6a73748dc4bf5e02baa740fdd328c17d18175ffd4a9b8a3,0.8311449837881887,2018,0.8081124928551068,0.8968583704488121,0.956458326903205,1,9,26.93957971721533,0
AWS,Joseph Johnson,Data Science Professional,2022-04-28,2025-05-04,d8c54974f3c7a67f1b0fa94877534fec7b260c197007c84cd1831fb1fc9c8b06,0.7977617214576045,1343,0.8511326510703295,0.8294372223398249,0.7159568740282938,0,6,15.007615856427673,0
Microsoft,Carlos Taylor,DevOps Engineering,2021-11-08,2026-04-28,51b00a8d40ed39535d8d31bc74c45254de3bc78530b2c455dda33efd5dd036bd,0.8165631724165526,1514,0.8848274076604552,0.8771411278018117,0.732042404340328,1,7,0.7031924399526759,0
Google,Yuki Martinez,IoT Development,2024-09-20,2025-10-16,1e78446773a255d108a7be295751ea841e04e0f2b1590d318cd2d1656d76bc8c,0.7871686691747524,467,0.7095651128874371,0.9465997505620646,0.987942073764473,1,8,49.67843002731471,0
Adobe,Sophie Hassan,Data Science Professional,2022-02-03,2024-02-13,894b99436f030f36e1fee3d1edcd38c6318ce131a8a32417fbe5ab52167c8944,0.75332123526818,1427,0.828347172350722,0.8475008245248417,0.8597854407036254,1,5,15.2502210970524,0
IBM,Thomas Kim,AI & Deep Learning,2020-02-27,2023-02-21,7016faafc0fc6fa069815e638e971162a730757c235c3b095b5a20ff8f2ba8eb,0.7650271373000861,2134,,0.870403224874844,0.747901876783527,1,7,16.647491821692594,0
Harvard University,Carlos Chen,Data Engineering,2024-10-15,2027-12-21,4949888f21692d1c81155daf62b479b84e7768c7a13641b101fabcd91d16836f,0.8836890164994382,442,0.798575305225591,1.0,0.916385947208295,1,4,2.329436020969216,0
TU Munich,Yuki Patel,Software Testing,2023-09-26,2025-08-06,03b8ddb7305e1fa335395436a5ecdce2a032d3836d6145d3a6531b3f52bfa302,0.8351249802668516,827,0.7936570492522069,0.9132488401706846,0.7018394996041913,1,3,0.398888676644791,0
Oracle,Arun Martin,Network Engineering,2024-11-25,2028-11-15,3c0cede722b59fb1fef7770f447d63f800c390effda22ca2ef87d3eb31b9bebf,0.5301428824360974,401,0.743728421560284,0.9393465425562099,0.7675366179996242,1,5,43.45680423710187,0
Johns Hopkins University,William Thompson,Cybersecurity Analyst,2021-01-24,2025-02-18,ef7ed1ca85fc6b2b892a857bf90786cf994cc65b35c70d26fe6506afd5060f9a,0.1757,1802,0.1612,0.8089,0.3074,0,0,25.7,1
Columbia University,Wei Taylor,Business Analytics,2022-11-15,2024-07-24,78b3ff9da21f1e46935b7ee5cecb3e3ab52b6e1f860ec8d4cfb15e3c9c17e37b,0.6231820032514224,1142,0.8919599836236869,0.9426203222935611,0.8150817076173557,1,6,81.07435330493652,0
ETH Zurich,Robert Martinez,UI/UX Design,2021-11-14,2025-05-04,6201f3c56c0c6661954f5b8c2af0361344b7e48b01cd1f57780a536b8c8582ef,0.9653387619334093,1508,0.8728578856973854,0.884487493326896,0.8409536453314143,1,5,118.53884594353688,0
Oracle,Arun Hassan,Digital Marketing,2020-04-13,2025-03-29,fd74dc1b86dffac9531a82eaf9ff2bd6e83ea02c490bd140abff9a8f63cd0c3e,0.9289339596194682,2088,0.9312974253055859,0.9548575265312228,0.8112877727044902,1,7,6.481000467289279,0
Adobe,Yuki Kim,Big Data Analytics,2022-02-24,2025-02-01,ced2c085af35b60f2d76875bb745f7eb12af01d2cd761d792ed33436e8671794,0.753798725400652,1406,0.937585867658549,0.8774478411421337,0.8228210921538661,1,7,5.521356117959116,0
Microsoft,Carlos Santos,IoT Development,2023-10-06,2027-07-13,2f86fe584affaac68f2a8912acaf5bb1985824c0d92247ce9648c9c31b4e5362,0.9617256626637698,817,0.6814195891462339,0.9230949901034866,0.9281840231406431,1,5,27.661349376465676,0
Yale University,Yuki Jones,Machine Learning Fundamentals,2022-02-06,2023-05-23,a14bc2d97ab60b,0.1217,1424,0.2709,0.5762,0.1269,1,1,12.25,1
TU Munich,Arun Kim,Robotics Engineering,2023-06-11,2024-12-24,f4e1211ddb2dce9e268de1ff9ffa683d358872d1c1cbf1885f09558bf567ef3d,0.7301478545452201,934,0.677082293435045,0.8967555927716703,0.386159810527083,1,9,74.13174885271832,0
NUS Singapore,Richard Kim,Business Analytics,2025-06-18,2029-02-01,edbba1f476d8f47639d6714ce3b0899e9c67721f23105f1a2a8ea159c4f9bb25,0.8468521200319253,196,0.7426537114329164,0.8862644030270445,,1,7,25.56658904039539,0
Coursera,Mary Mueller,Machine Learning Fundamentals,2023-11-26,2028-07-11,a13c119b7b90e8f766d19c1db6710af63ba87a73a4d7e927cefdb7ea13c58bf9,0.8069994954223394,766,0.6551130655727679,0.8989455721435684,0.9233935080116367,1,3,37.89928960714716,0
Johns Hopkins University,Patricia Hassan,Full Stack Development,2022-02-07,2023-12-30,13011a1f5133f2d9842642b37024e1b5db03d618dee4a0a20e64c12c279265c8,0.7420790537564118,1423,0.892062692054503,0.9372265226358218,0.833643664109124,1,7,59.54807818945456,0
TU Munich,Priya Smith,AI & Deep Learning,2021-11-24,2024-01-27,df20970acb1cd4a8b1abc4ecbd97b17c027257d2465a596681c512584cbd6286,0.859651374869489,1498,0.9121429233041327,0.9332976274405902,0.9740944318213761,1,5,85.21823376629555,0
Johns Hopkins University,Yuki Miller,Blockchain Development,2022-09-04,2025-05-10,603a392564fe99ae19282f48988ed65247bc29d0b0dafa6c65d5cfbc6c6dfbab,0.6735122563215666,1214,0.8540655004194131,0.9581546790818906,0.9472833780020841,1,4,40.56507371860357,0
Salesforce,Mohammed Smith,Database Administration,2025-10-02,2027-02-27,8690eb015d660d20831e6af7cfc432d755faaa6fdb3385b8df81d1c5cde24f9d,0.8753449078522592,90,0.8529873523211774,0.9409332328155817,0.8167781517178057,1,6,63.48332147421145,0
ETH Zurich,Thomas Patel,Cybersecurity Analyst,2021-06-22,2026-02-11,dc7d7e61d890bb60523f02818cfb2a5896da2be3f090f17aa54c141e921b8f31,0.8596407898156517,1653,0.7276967038378468,0.8867414881288345,0.8634173672812795,1,6,11.802521643117167,0
ETH Zurich,Yuki Taylor,Full Stack Development,2020-03-28,2021-05-05,b78349b6d6eefd27889766377ee573f754135230f9f31512cbe90304f4de67ba,0.8909471245122235,2104,0.7779199804325341,0.9183711854401145,0.8855268478898276,1,4,22.798742364948946,0
Coursera,Susan Harris,Cloud Architecture,2020-09-30,2023-11-08,97c48a674d264e5400d8bf4f0cda6dbf99fe2501bdba649206333ccafb32c886,0.7693888013258973,1918,0.7829259498875091,0.8387370120671767,0.8193790811663142,1,9,33.932874533012644,0
Cisco,Sophie Thomas,Project Management Professional,2025-04-22,2029-07-21,93279c55aca7405ba6479956b95bccd88c842b2bd32d85c8db84647e6d9ad913,0.590025445780958,253,0.5367059370061852,0.9328532453366921,0.8454435570944119,1,8,49.65690872318093,0
Cisco,Susan Miller,Big Data Analytics,2025-11-09,2028-04-23,f93780abd103815ce918569d8dc73aa5cc94d7feecb6762fe37d203bc00ddee9,0.8921887360523981,52,0.7092906910775951,0.9619536249807464,0.8378816949913644,1,6,12.040563762815971,0
MIT,Richard Rossi,Cybersecurity Analyst,2024-07-27,2028-08-31,720d1323ddaf3a61a260f0eaf0ed50bef43fef54ee0f95cb70e12f77327e1237,0.7621963353963955,522,0.8971577509935584,1.0,0.8545419528098397,1,6,63.27062159039934,0
TU Munich,William Jackson,Computer Vision,2021-01-14,2025-03-04,4a1497d047271db85c7ba41e61eeecef6346c0f5849c900b99c0441763f39c57,0.7337172395651561,1812,0.9589799878769332,0.9531473945451199,0.30132625895058807,1,8,17.890701637994304,0
Stanford University,Fatima Martinez,Cloud Architecture,2023-07-18,2025-12-29,ef1bb8a09a021b7879f9705134232cc9d2ee8be1a4c7cd27de2b60ee7b7a831f,0.8552019847745126,897,0.903144162251653,0.8575320663467394,,1,11,38.46233690945384,0
IIT Delhi,Thomas Ali,DevOps Engineering,2022-08-13,2025-12-05,ef8d5e2174e1292ef506cb750ed51149c3a111ecdd48b7f94d8bd28fecdecd17,0.959072308850639,1236,0.7741818012703999,0.9073262847026947,0.8817754219390141,1,10,12.987941181612511,0
Microsoft,John Hassan,Data Engineering,2023-01-30,2024-06-28,e423170fb9bf6c6cd81de059375b91302ca3106723ce599351a32499c5e65015,0.8228875047245903,1066,0.7740766676388408,0.9531741857807287,0.8357538945073443,1,6,0.6457385754047309,0
Columbia University,James Brown,Quantum Computing Basics,2023-01-08,2025-06-22,9380a9f71ca8bb5548e3de91a78b60f7c54e26d73ba2d8b883d5d91430e95664,0.8054268119800361,1088,0.9153853640208123,1.0,0.9213824478665201,1,5,44.64039825321294,0
Cambridge University,Susan Martin,Big Data Analytics,2023-04-11,2025-07-07,d200c79d29f477312d9c81a194ac306c08aedb7bcf2231d4af9978e7f5810387,0.906903902995021,995,0.8434429329403605,0.9696660282986884,0.8137533129922184,1,4,15.513466642918896,0
Oracle,Pierre Patel,UI/UX Design,2022-09-22,2027-06-14,a609f46909eb815df5d698ff3eb75b1161fe4d5cf4085d55898ac74dfe0e1603,0.9275480106767574,1196,0.6116140058346272,0.9538519479220635,0.948360085655222,1,8,9.874444368841194,0
TU Munich,Christopher Wang,Data Engineering,2025-03-03,2027-04-30,f6aa2480d0d6c305adcd888bd18851c44dd694138611d5334cf7c70c157bdb36,0.5550605868981755,303,0.9575818129313085,0.9709633960721408,0.8726545785621552,1,3,21.49049032002197,0
University of Toronto,John Brown,AI & Deep Learning,2023-04-01,2026-01-02,e584d359fc2a508a1d28bb4b74bea26ace140a4c228ede4e1ce4692406e7d5ef,0.9840546786684707,1005,0.9194641832886399,0.8485316570313224,0.9160446075387899,1,3,77.92392257539035,0
Johns Hopkins University,Richard Davis,Quantum Computing Basics,2025-10-05,2030-09-17,75011fb0453636006fd4fe6c4b18b666aa2ad7619125fae6907a0c7fa17e25f5,0.9286247422308236,87,0.6940838092661791,0.8531630084425293,0.9737508500691302,1,6,12.751993048101898,0
Yale University,Ana Davis,Software Testing,2020-10-22,2024-10-14,a74a7b2d0ac010f6db94fe907bf5fff548d58b82f8931cb9af0257baddfa6b2c,0.7182731873479858,1896,0.9100520216660791,0.9450395935732072,0.9834323098065365,1,5,35.64335268472122,0
NUS Singapore,Mary Harris,Computer Vision,2022-03-18,2023-10-13,6e2f555612d17307a71e507f85749d37f7e51a6dc650f5955b61070d75bd79c3,0.9785837318560903,1384,0.685297454446963,0.8843138541273128,0.8903073995746246,1,3,24.23229191761936,0
QuickCert Ltd,Richard Dubois,Business Analytics,2026-02-09,2030-01-29,fdb2977d9cecc3fbedaa9d2e8def07860ffb8ee4cf620892deadcbd09c14b5c2,0.1487,-40,0.4658,0.7456,0.1036,1,0,58.05,1
Harvard University,Robert Dubois,Big Data Analytics,2024-09-25,2029-02-04,c95bda804fcb9238e318c66afa942377a43ab171046eefadcd07d80aea456752,0.9353143674308715,462,0.787919331617685,0.9084942460379927,0.9765323456805042,1,5,23.61882210727589,0
University of Toronto,Yuki Dubois,Network Engineering,2025-11-27,2029-06-21,49c1e052c7c01362a28bd9c94ca1284ff77297a2c9e8755119be30f31c00c368,0.7925465053601339,34,0.9555951492487955,0.9188633281567528,0.692216220317978,1,5,91.07700459915098,0
Adobe,Patricia Jones,Mobile App Development,2021-05-16,2024-06-05,723456d9ed09c77f1a211ea31564c3ea0f08bafd62b020dfda51614d36f36081,0.8505511962656891,1690,0.7892368541655881,0.9098293153360111,0.9834759718462518,1,4,31.66047125053112,0
IIT Delhi,Mohammed Thompson,Business Analytics,2020-04-25,2024-03-03,ce0ecfbabca3dc77fe1579b47e400173c29969584c1e354c3889c06dec9b83e8,0.8990242686632335,2076,0.7922011321649924,0.8625173968656875,0.798780217484786,1,4,9.261703710664328,0
Coursera,David Smith,Digital Marketing,2021-01-24,2025-10-20,759a23067894b05477f568edd248047c666225cb4f162fe115e3bc51bad49fcc,0.8721220365318607,1802,0.9661423264432567,0.9911789101499511,0.7903469966841551,1,6,5.898118668812743,0
Salesforce,Mary Chen,Data Science Professional,2020-10-08,2023-08-06,cba2f10112c9dd2e6b88f185659d11cd7e73407489d5ddf7897a4c2c7641e0da,0.98210177294106,1910,0.9715880261264676,0.9524077771170868,0.8820146052239489,1,4,7.792090214263859,0
CompTIA,James Thompson,Full Stack Development,2025-07-19,2030-06-22,24797802b2fbf271de6767fbf7350e21a08f140f556cacbe2685e0cd70958d76,0.9005844832268837,165,0.7884330388832154,0.8700551200313533,0.8720946487561112,1,3,14.89846960755668,0
Oracle,Thomas Johnson,Full Stack Development,2023-10-10,2026-10-21,9759e29c552d0dd46123f25499098bacae41b6c0a68c6a2602b9e42d3fea42a4,0.9312973974821371,813,0.9686089695684743,0.9993057065710657,0.9467286185480953,1,4,7.5457574540804515,0
CompTIA,Karen Kim,Network Engineering,2022-03-02,2025-11-28,cb7d909d6c446082596dc3785958c6e5e15c747d586d62682362243679666efb,0.9157040199500882,1400,0.9613278271177856,0.9449334114579845,0.6714909112550742,1,5,3.4719884672386456,0
Yale University,Robert Anderson,Natural Language Processing,2025-11-13,2028-06-07,4a992458c70feb9938d0f59d0f069cdce1718223d7f2d831c6e9718eb6a7f263,0.9582523937706122,48,0.6869715624872891,0.947163544531416,0.8434460086319154,1,9,14.840126410918124,0
Udemy,Linda Dubois,Robotics Engineering,2023-04-05,2025-10-14,bc1731b499caa7f819ca2ff51260c1bf78d2011114b81742d4b1c076a14fb79e,0.8308538570151807,1001,0.6414680875687837,0.8831719779991951,0.9046070669193895,1,10,14.82197571075796,0
MIT,Elizabeth Brown,IoT Development,2023-02-18,2026-11-01,a4ce1a7c3a120e4d9501bd3c8d9562f592ecc64ae05d417fac24b7c48522ccff,0.8738584872064423,1047,0.8338708166927684,0.9506596206769178,0.9152410355860144,0,3,24.17724199641871,0
IBM,Jennifer Martin,Project Management Professional,2025-10-12,2027-07-15,5ca79aa1ffb95ba5fbf1ef83e1cbefda2152421215eae87d0fa43f950b0f982e,0.6526741686753273,80,0.8988078942461905,0.9822412490780807,0.7901901743271289,1,10,37.90303648314517,0
Yale University,Karen Jackson,Business Analytics,2025-05-26,2027-01-24,c5af9102715cc91f910c4c2a71eeb5f72b9010e191ae7f8dde56ae56cb0505ba,0.7325523960091437,219,0.7300086513789615,0.9574699719963832,0.9381456398253943,1,3,8.60597164663794,0
NUS Singapore,Michael Kumar,Cloud Architecture,2021-05-15,2023-01-22,18761b4355e800916211b7dd588038a1da26f8c12d4a63ce3e8475d772b0df67,0.7687716570171529,1691,0.8929229030115343,0.9378028565988562,0.8858710774563465,1,5,87.74818403129106,0
Microsoft,Elizabeth Harris,Natural Language Processing,2022-03-09,2026-03-17,c874636970dcb5da770635e6da004ed30a7bce9af1f1eaf0e954b55402e3d1c4,0.872149640325777,1393,0.6287327099311197,0.9289457954032874,0.6853112149970962,1,6,26.298444657190245,0
InstaDegree Corp,Linda Chen,Blockchain Development,2021-12-31,2024-10-17,6c9f0644b5n84c8227e9849fc500bb6734289758f6e6fc2e4d2a2ed3e88339dd,0.0718,1461,0.1356,0.6852,0.046,0,0,59.28,1
NUS Singapore,Karen Tanaka,Big Data Analytics,2025-08-24,2028-10-16,22d1e00eca9e80f6bbc8bc79e8f1b53f3bc7d08f77833f2f02952c186947514e,0.6903401821007717,129,0.5436472362436578,0.9476396744882708,0.9042968444444232,1,8,0.6503105859053067,0
NUS Singapore,Karen Garcia,Data Science Professional,2024-04-30,2026-04-07,982323d651034e3ba3b4fda6c966fc78d482655a81666e29855986c543d58927,0.5883628248160956,610,0.6006302168789284,0.9721520488353992,0.7864343344950812,1,8,98.20327521291846,0
Microsoft,Yuki Ali,Machine Learning Fundamentals,2022-12-29,2024-06-06,ec7a007732f6071d3eb9e793b64982aa7b5719850ae97a331ecad23ac62ded88,0.8504434440637616,1098,0.8936045921357263,0.8974517767035337,0.7469933062947696,1,4,29.99938043478227,0
ETH Zurich,James Smith,Full Stack Development,2022-08-30,2026-08-24,edcfa23ebd1398a11bfe322097f047e6dc985f84f7c58d56ef84501cf29b0f9d,0.727517737914071,1219,0.8995161557074287,0.8770024734586129,0.7048240298803758,1,6,42.151553767849734,0
Oracle,James Dubois,Database Administration,2022-05-19,2026-12-19,3171e79aabd456634b6cec639ef18a89cc979a4961d170b6a40caf5ced29ed63,0.936904511543678,1322,0.4643941317266423,0.9746308820942524,0.8917222933441515,1,8,8.47107110114201,0
Stanford University,Mary Wang,Big Data Analytics,2025-10-22,2028-08-18,25edf63d2cfc5f1f969ba6c2e8946e866a1e55e68190a0f1a8980a8a91a99903,0.8866273122760318,70,0.8395714185051941,0.9268464636433607,0.8604161116542253,1,5,87.1687148220205,0
Harvard University,William Rossi,Mobile App Development,2021-06-09,2022-11-21,fd05daa4d8a140979fdd901df86d950cc157bdaf8d0b73dcb42cfbbce94e076a,0.914932643155954,1666,0.7474284992638671,0.8782456123698634,0.9297075956085645,1,3,77.59683866511237,0
University of Oxford,Elizabeth Mueller,Machine Learning Fundamentals,2021-02-19,2022-04-21,a5c9f2207d0ea8e32788e99339c9e3845bdff259264ffc5c4a414b42e0cfedef,0.8003212428467578,1776,0.848984407088182,0.8385059077824658,0.8952143055736315,1,7,21.427657276330155,0
NUS Singapore,Patricia Martinez,Cloud Architecture,2022-11-20,2026-09-11,a5a206197ce6309b2ef406d06c6a35157803d2cd5da96a824c1bb30fcf22fe5a,0.8790785946160471,1137,0.44188069599162794,0.8564884120230195,0.9523819011259873,1,4,122.07672330018275,0
Adobe,Thomas Kim,Business Analytics,2020-04-08,2022-09-28,05c42e9381b1b50a9e5eff3e37af92561c3aa7e647c64a682290f6396e94b8ef,0.8597420408986454,2093,0.8537127494182825,0.9169351188482154,0.9781356721866574,1,7,3.981211816945075,0
Harvard University,Ana Williams,Software Testing,2020-11-16,2025-03-31,aeaf6fbfc9052e3eb4fcd1153b59cb2841a5cd634ba7a0c188832d7a9f07bbb8,0.8160897096658356,1871,0.8810062379798624,0.9017889338714371,0.9087809469399021,1,3,10.418273472807119,0
Stanford University,Jessica Harris,Robotics Engineering,2025-09-09,2027-12-27,2eb3a0f5c1099c3d31d312527932ee8ccdb21adcd464ed20f86ef025eb825d81,0.8026339199381198,113,,0.9233460526264923,0.7949867131873369,1,6,23.44331993368441,0
CompTIA,Ana Rossi,Database Administration,2023-02-23,2025-07-27,89ed5fddd08817fc13611d947d1b451a1f443057983b5885e0eee49d5d0ee4ae,0.7210347429507104,1042,0.6430614569145384,0.8677923350566658,0.7254983506524916,1,5,10.50497302735758,0
ETH Zurich,Richard Anderson,AI & Deep Learning,2024-06-05,2026-05-11,542f0cbff9096c70a322c4ed41187c8e71ea588cd6828f29068ee3aa353c31d6,0.6850929732280695,574,0.8877176261743673,0.970051191026458,0.8898078269499767,1,4,49.63966430996451,0
TU Munich,Susan Anderson,Natural Language Processing,2020-12-29,2022-09-26,ec6ec5cfa80ace36c50daaa089b874b3638c223605b48cf3ca448ef48c5f9649,0.8738143791198478,1828,0.868308056303143,0.8738079353971411,0.9263446524812277,1,5,46.49480260028075,0
University of Toronto,David Kim,Robotics Engineering,2023-01-14,2026-09-27,1e84da347ce6361e4a3cd6d8182fb1288298faaf33b73bb4725382a32bc70da2,0.9337542120356123,1082,0.8699548965828453,0.9657474629164863,0.729780994737019,1,5,42.04718520249412,0
Adobe,Carlos Rossi,Data Engineering,2023-03-10,2025-06-21,fa8a74ea98dc9bc4db170c56c7542be25a51a6a74db9f949357eb2de2e6a1ba1,0.6688807025151761,1027,0.8613858778991594,0.8412526258386582,0.8802351125624488,1,5,65.75575702527314,0
PMI,Yuki Kim,Mobile App Development,2023-10-26,2025-05-31,001c8bd58f8da1b45e14ac7b2fb9249d6c99ade79bc6c997225923fc5a00362e,0.7413955415913616,797,0.8547471684761521,0.9366047510629436,0.9660623422592195,1,6,44.88509232362467,0
TU Munich,Ana White,Cybersecurity Analyst,2025-11-13,2030-07-06,d9e4296669b07b1b6ff6fad0e08899355dd78051e9a10c6982936ea74a9b988a,0.7632721549377542,48,0.8472334218931249,0.9619686384123255,0.8842116037668474,0,6,3.8904877680339602,0
Johns Hopkins University,Carlos Wang,Data Engineering,2020-09-10,2024-09-07,fc601767032be9c9eb272a94dec162f61eceea7ebead83d33b7ab9e4bfa3a54e,0.7259740024009986,1938,0.9169070344542459,0.8715973601064163,0.8669586856292656,1,4,39.39191258013745,0
Adobe,John White,Mobile App Development,2023-05-11,2026-05-28,bd99c0cda108593162e6e0a7c9e6e260eb1efdc5cd7c680374d1ad6ef2cdba86,0.8539467917525061,965,0.8319196964691169,0.9844915661998082,0.7836387310420782,1,3,48.58605309705033,0
Columbia University,Mary Martin,Mobile App Development,2022-10-04,2025-05-07,b8d0084b3c9f753209161b2db9c128b4b608ebca0cfa599aad4ee7e61617d95b,0.7894559489993703,1184,0.5638426224383605,0.9228987329466125,0.8671096252169738,0,8,3.5708320989870477,0
Adobe,Mohammed White,DevOps Engineering,2024-10-13,2027-05-06,0c965cabd7c998b40c415dce7a1730f800d47b923f1a67f3680ea7666a2e2141,0.7703372225976447,444,0.9170490736733878,0.8978124014969984,0.7708457624635492,1,6,84.76038282838778,0
Cambridge University,Jennifer Kim,Agile Methodology,2023-01-02,2026-12-25,b828bb41d5ae99d0263dbb55c4dab201f345d79ad23f7a1556e10b81d4c2d8fb,0.9338094119510124,1094,0.9401251137693192,0.9958442776871506,0.9052828687352842,1,7,19.509192514823305,0
Oracle,Wei Martin,Software Testing,2020-04-22,2023-01-26,a47feb41d893752dfcf974c97ea01f5e6f1c1c38c440f08e2a22acf40dfa61f7,0.8390970898265269,2079,0.785994134296209,0.8640276125282887,0.628470308730255,1,4,11.01004048167618,0
Stanford University,Michael Brown,Software Testing,2024-10-19,2027-07-05,d34f82a90da7464a832c4b98488ae35fa8ca41910ba2fc6763172f94c4dc9b43,0.5402707492466711,438,0.8628506767341007,0.8747347336440614,0.9458057602310986,1,4,47.43476096931301,0
IIT Delhi,David Williams,Cloud Architecture,2021-08-21,2025-06-13,6b398514b6fadc75f6e778246a84c8ff9b60ee8d7f9d6834af918de5d2d54c7a,0.7733095572780843,1593,0.6957613013506668,0.9058131237630936,0.6317370434900345,1,6,11.74358736444678,0
NUS Singapore,Karen White,DevOps Engineering,2025-09-03,2030-07-28,4845d65d1fa72041a4a66f56f83f0cb3b885446bf52d1c5244791b2e339a647d,0.8687570217650258,119,0.805779032167659,0.9672251004816221,0.9431936047995574,1,6,10.951748460105012,0
Google,Pierre Davis,Network Engineering,2022-07-23,2026-04-15,7cb7c38cc449ebfdc004604de979bff83df4fd3966e8219dc7a70714f740e4bc,0.9227762091464352,1257,0.8747960863145577,0.9789639821977596,0.8767890189585623,1,10,59.97293777629877,0
MIT,Karen Tanaka,Cloud Architecture,2022-07-03,2025-04-29,b248990d97c2a81954d9c693ef61e83c0dbc9f798a0b97b1dfd960bd89d67a1d,0.0427,1277,0.0822,0.6061,0.139,0,0,22.76,1
NUS Singapore,Patricia Ali,DevOps Engineering,2024-02-02,2026-10-25,236fb15c6f4ea9150087af2efc0ef58698c3e09b0c351a19d45af072d8f95909,0.5632899932366712,698,0.9365077117428413,0.9378581292850636,0.951821690541337,0,6,5.556356785858202,0
CompTIA,Carlos Garcia,Full Stack Development,2025-11-08,2027-05-20,7e325646b8b89d280907666d28eaa0b902c8714080c22855b8655f52c0b0560c,0.960619374348857,53,0.7551594956806845,0.8586897462173128,0.7773743558337965,1,9,40.02462676028427,0
Harvard University,Thomas Garcia,Quantum Computing Basics,2022-11-11,2024-11-19,5d15c25ec8515afc422624f193f4fd865ddc7099626c78349cd3e5ed4436fe2c,0.6566592107851852,1146,0.9840066551678921,1.0,0.9378642586309567,1,4,40.37469475766974,0
CertForge Academy,Patricia Miller,Full Stack Development,2020-11-20,2025-09-15,7133b02f4ad3d940016a499bc265332fd6462ta0ecf466d445fdb3078dece79f,0.117,1867,0.1779,0.6111,0.1733,1,0,7.0,1
Yale University,Arun Kumar,Project Management Professional,2024-11-10,2026-03-26,de63f3cee28410308feb89b5a377d6bebe5e1288266803f44d6751f18eba2e9f,0.740866237631482,416,0.9432646907786814,0.9561927606809235,0.8728334569892277,1,8,14.614278663061656,0
Udemy,Wei Mueller,Blockchain Development,2022-07-03,2026-02-02,7d56007fac0f3d76ec2a4f749392ca066ec066dcc69670dc3c9f1b4bd4ebb6b1,0.7919902685797233,1277,0.9794705127413423,0.9929223230758922,0.8451432715821282,1,2,84.53033009783493,0
Microsoft,Linda Williams,Cloud Architecture,2021-02-21,2023-05-10,3b624aa9a31c3d6339f9b8d3350a55cac356a05925e158f5a456c17f7cd6367a,0.9339544813480781,1774,0.6684271220194452,0.9219396874627213,0.8560882733857619,1,3,8.17671194642831,0
Udemy,Richard Taylor,Network Engineering,2025-10-01,2027-11-15,6419e493abfe6f04f8e681a11559d21353c1d385c8ee381413a322abe4168a5b,0.7100162856682889,91,0.7782920115094549,0.9639556734131494,,1,4,57.883930552580395,0
Adobe,Linda Dubois,Business Analytics,2023-02-28,2024-09-21,0372c527830d9270b10d2218b0675c00ce52f99e46fd1cc930d0c3aea387b4c6,0.7432349263385034,1037,,0.9221490178711665,0.9342407920763671,1,8,27.58027808313325,0
Harvard University,Robert Jackson,Agile Methodology,2024-04-24,2025-06-12,9d36d29c0526b31df5a6c1e9faffa61a26187201ff86f20c548e7238954b1948,0.8493727848961177,616,0.7592960817274668,0.9650429541491492,0.8157457837490716,1,2,0.06747851696207545,0
IBM,Jennifer Wang,UI/UX Design,2024-12-29,2029-01-25,d4608af52545a0b48e3a7e94f51a5bcd1a43660f2b09e342b971ed0653ca6e47,0.7940167524347315,367,0.8451514577451275,0.9549389310594346,0.8745502507586379,1,10,15.86594974515081,0
ETH Zurich,Joseph Miller,Computer Vision,2020-08-12,2021-09-21,b82185152d4eefed9bb48c796e4d6c09d0f14c6c61622f50763f2012331e1161,0.7705811130479878,1967,0.9726408013112698,0.9284861167886453,0.6765122941840848,1,4,7.024119203778664,0
IBM,Sarah Taylor,Software Testing,2025-09-10,2028-03-07,c558778103ccc543f6c96698c8f6e440c1f24aa0ca5977e5e48b84492f08fdd3,0.8375553105982267,112,0.7182103841488325,0.8833673124766288,0.9944152850667368,1,3,66.45305880858037,0
NUS Singapore,Jennifer White,Digital Marketing,2022-10-03,2024-09-10,55627bfe9c513c270ae25f022c139bec058cabffc2c4c939593d3efc30cd9150,0.9310641398326384,1185,0.9500085245657327,0.8733990561319797,0.9682967085967751,1,4,18.130071134413683,0
Stanford University,Elizabeth Kumar,IoT Development,2021-06-05,2023-08-04,c0f9b6baa3375aaaefc6a66c7469c7a53627b4a980c88a0b2bf7f3b1b44154dd,0.8863568383829173,1670,0.8905950155357368,0.8972390520441713,0.9411240287126472,1,6,41.69284345792284,0
University of Oxford,Wei Chen,Cybersecurity Analyst,2025-01-14,2027-03-12,1d2dc93ed31caec00e385680b86c043a43d376ae1434702afbd3fdd4b9d4b168,0.8646977759948385,351,0.9611615494481903,0.8870050294579783,0.8820676108888521,1,7,45.85651066530161,0
Salesforce,Barbara Patel,UI/UX Design,2023-05-19,2028-02-09,466b11fa1fc18fcd868e0689375560f758e2a448061f2a32a17d04f0bc9a4162,0.9146395324317772,957,0.8887968333088582,0.9665260504152033,0.9301783115436487,1,5,75.679692389392,0
Cisco,Michael Santos,Quantum Computing Basics,2023-10-13,2026-04-26,02c16726446e54429088410d7c7b2191c78957ee2b185c22d9f0d685ae970057,0.9580414392513338,810,0.6853286881877956,0.9909944869352845,0.9783773375250583,0,5,15.289636772935468,0
IIT Delhi,Thomas Garcia,Robotics Engineering,2021-05-24,2024-04-07,8add7c4dd925f4f1ae0ecff9362131100e7e2ed88ec6fac731c81c5b7e669fba,0.7690167309023299,1682,0.8169519751441678,0.93805603753356,0.7640818221354423,1,6,0.3291739638675673,0
Udemy,Elizabeth Smith,UI/UX Design,2025-11-09,2029-07-16,e829381f20e14e8b82eba7777d76cdbe79023e89d875b69841bb6fcde281f925,0.789938269664414,52,0.9722904401079452,0.9615418205946652,0.9793183331703856,1,6,63.672411603937825,0
QuickCert Ltd,Elizabeth Martin,Data Science Professional,2020-08-11,2021-09-04,23354264d550792d44e87ce0e82abfd364907fca7le54294020c3c5294a5aabd,0.2055,1968,0.2727,0.6545,0.3126,0,0,28.78,1
Oracle,William Davis,Database Administration,2025-12-02,2027-10-25,203bfe14a0682271cf26d0524e1c5a200208b434a790aaddfde638dc8d534059,0.720356772246024,29,0.8780599690140474,1.0,0.7352852074547394,1,6,3.359982304539971,0
Yale University,Elizabeth Jones,Quantum Computing Basics,2023-12-04,2025-03-20,1024d03a0334c82384d19426a7749d2e193709d56a436b49a62d25894982dc4d,0.8955223144593356,758,0.8744644851674385,0.9634419904129791,0.5716832866385478,1,5,79.76842070203747,0
Harvard University,Karen Tanaka,Agile Methodology,2023-03-01,2026-10-20,f6185782689060ba165478ec70be90723b87655f143844d44050ef3c0ab382b9,0.9223035036647059,1036,0.6987429629872712,0.9182823935467112,0.8383402711017545,1,4,45.18472962061275,0
MIT,Priya Rossi,Business Analytics,2023-06-01,2025-09-05,446ec4bafca3e280aa418d800d43ea3224262dabccdf92cba82a809763e56020,0.7606005380110594,944,0.8963208071944727,0.9662372219230415,0.9251611802111965,1,9,66.30009328742591,0
Microsoft,Susan Rossi,Full Stack Development,2022-12-06,2025-09-05,1c391b487e349fe295001be6ea16434221d5937f8c0463ab111fc8ec785e0d9e,0.8849520470304164,1121,0.5214321802055728,0.8808582109537814,0.9504589504697385,1,7,55.69471082011619,0
Cisco,Elizabeth Thompson,Full Stack Development,2025-03-19,2026-09-06,f59eaa890199a14180a11cbf27fa57b1eb731283d259620624dad6bb03ec70c8,0.9126316067123825,287,0.8773007553622806,0.9093665062932486,0.9753794619869756,1,12,15.328720209129848,0
Oracle,Fatima Chen,Business Analytics,2020-09-06,2022-03-30,9db4e363f80f48fe28e554d6e3fa427188c22a88a5fcd27f94626ec9ebf3c624,0.6908755858854463,1942,0.872246180458418,0.8461542502373369,0.8813781153940567,1,4,27.362645481364464,0
Adobe,Karen Harris,AI & Deep Learning,2025-12-22,2029-04-24,360eb97c2351350b9f1923c0c67d5b9c1e64f90cc1c663b1c62796bedbfe44af,0.7323984472667879,9,0.8909669219400054,0.9418388803036438,0.8712292101997726,1,6,112.20637652676,0
AWS,Mary Mueller,Database Administration,2023-02-20,2026-04-14,04452685405ede55b452510855f9591afe11017f39dfe53e99a396f5eb2be2c2,0.8916677645421005,1045,0.8016114053389799,0.8974536084605713,0.9202257844737811,1,4,13.387083578360347,0
NUS Singapore,Susan Wang,Full Stack Development,2025-07-06,2029-08-05,5fc4a3194459a881cf7cce2881e3ebf6be328391235ca1bdd6d92f4dce863a0e,0.9341077009734509,178,0.6244150691906739,0.9476071098302886,0.7465743200798151,1,8,80.30119699223944,0
AWS,Carlos Smith,Cybersecurity Analyst,2025-06-08,2030-01-31,aa7738250d597ae9e3980c18d51eab09ebb5bd94aeb34325527b7d3a0842b8e6,0.9297952142022305,206,0.49756283433560666,0.9313552830448386,0.8688673803845913,1,7,11.656524244536133,0
edX,William Brown,IoT Development,2024-08-16,2027-10-22,95288fefd21388dcbfcf2cd6faba1a7d36f7d5e963bbe603373a79a41e06bd41,0.8646467836008318,502,0.8383730134368478,0.9622113985850188,0.9939179456435561,1,6,39.851778419506104,0
Google,Richard Davis,IoT Development,2023-06-27,2025-07-15,de0a7309a63599ce14c363144fdcdd899706b3911286aa1bd4c165a8dbefaa18,0.758929845747492,918,0.9088916410132433,0.9620458789640189,0.7893960558233394,0,3,9.178113047958078,0
TU Munich,Linda Smith,Data Engineering,2020-01-22,2023-06-11,12ea9008f30320e792c1b9244829e67d24c6359f3a12669891adf032fd2cf712,0.777799943549059,2170,0.7749176463228564,0.9134452412913754,0.8967928532076292,1,5,13.50187721159155,0
IBM,Ana Patel,Machine Learning Fundamentals,2020-01-18,2023-04-08,73eecdb984f01febeb3e242f5ec4c74af7712ba56087be7923b66b1d0eaec543,0.9601713329916508,2174,0.8140540592171501,0.9311429573367015,0.7290992639823617,1,4,32.88730105934063,0
ETH Zurich,Thomas Johnson,UI/UX Design,2025-12-28,2028-11-02,b283fc7631dc14ce0393e869eadc40b036fc8088f29284a0d003abb79966b0e4,0.7923393457111039,3,0.9770661928086252,0.9210318478302455,0.7295902880469953,1,7,27.365139514644373,0
Cambridge University,Mary Jones,Cybersecurity Analyst,2022-07-01,2024-04-24,c12f3576fae68ff29d9f2d4e6c71868c2c32afcc690e97b4932f3478b0330c28,0.7714067067115769,1279,0.963083141749784,0.819257796399105,,1,6,21.902139266550037,0
ETH Zurich,Mohammed Mueller,Blockchain Development,2022-12-03,2027-08-05,951188144aba7cad5a2ba01562a7aab9af65aac830b4cd87c024689b76279958,0.45801396206420714,1124,0.9135973885907597,1.0,0.9312381635719583,1,4,72.94336630960902,0
Johns Hopkins University,Jennifer Johnson,Machine Learning Fundamentals,2022-02-10,2025-02-02,7431db50b0efea19e4b5db85ac311807878ab5d277af5f28c4c098e62d9e6c15,0.7073873427700618,1420,0.9958707179436362,0.913122834731097,0.8262358243447808,1,5,11.555618965259137,0
NUS Singapore,Jennifer Wang,Cybersecurity Analyst,2024-02-14,2027-10-14,9d18425cadb2cef24e7cbfde9f0e5650c30fc8ae04ba3cc1a6cb33a4a2c9cb0c,0.864780582760137,686,0.8683744277612448,0.9348097424531131,0.8144873444076446,1,6,15.764895512974821,0
CompTIA,William Kumar,Business Analytics,2020-11-15,2022-03-19,bbf4c03a63da31147f876ed1aced2d9990a404497aeb68ad89f8fb8a8f6d671d,0.821615267911375,1872,0.9225453555219864,0.8157134401357732,0.9556591799851389,1,4,47.38563434022686,0
PMI,Richard Martin,Database Administration,2023-03-02,2025-02-26,1d10fba184594c52f7b8204220b6619a928a24ee213a01dadf6796aef5411f1d,0.7922729464858062,1035,0.6987203890942296,0.9201378322492966,0.9003217022558395,1,5,10.128587658011684,0
CompTIA,Richard Kumar,Cloud Architecture,2024-04-26,2028-06-08,c3b994511ba396778cb49b3eaaa20362722f5e57feffeccc07f55afd9bb96551,0.8262864514854796,614,0.9554756928588521,0.8270732861755699,0.9431066292704269,1,5,12.503553433951083,0
Stanford University,Mary Davis,IoT Development,2020-10-07,2022-11-29,8c3ff9487c343195041bf9f3f3769c6f12611ee14a51d4d8acf6cc5dd07f2152,0.8493969913296738,1911,0.6164009276786443,0.9620225551041772,0.7253664436115022,1,4,5.099307919004316,0
Salesforce,Jessica Rossi,AI & Deep Learning,2023-01-14,2026-01-08,d7819aa7407eb0fc5486d7997a037c314b2c928a4225f7001a9a8bfb78fe06e0,0.883896597011197,1082,0.8661018130694855,0.8982887061406402,0.8365068170769193,1,5,99.07522191904182,0
PMI,Barbara Garcia,Cybersecurity Analyst,2025-06-06,2028-03-03,765e5dafb3028444da92904645acaf86775e5a56b7a17529d636545fa8d7dca7,0.8341223473386922,208,0.8676170691536497,0.9690900946137818,0.7868715726016434,1,8,21.178004741720255,0
Stanford University,Yuki Hassan,Big Data Analytics,2020-01-30,2023-08-11,9129ad7682799da7aec9b8ce45331cee06113a1adf5e17c39d6c4bcb1534b495,0.850836366018704,2162,0.9451977489503127,0.9133753199216641,0.9615877156804757,1,3,0.2893680047958534,0
IIT Delhi,Jennifer Santos,Software Testing,2023-03-18,2027-12-27,18a6abb6ca6c171b41dc7dd2b622cf51c6050f12397bdf5a738549f9b9b1712f,0.8718643171181618,1019,0.8687808254863668,0.8936430013478636,0.9716637299660463,1,6,35.239816481679064,0
PMI,David Brown,UI/UX Design,2023-04-14,2024-07-11,c9b3c2a7977f95c14c45fcea1ea128df84e74209d426f09d169e174515b263df,0.9134341297327995,992,0.9708240602252682,0.9286891931231999,0.963814892305443,1,9,3.203952945058525,0
CompTIA,John Harris,AI & Deep Learning,2021-04-30,2024-06-05,bad821d7f982241e2de4d64b578aff2632809c1a549c8171e9046b4a4d37e9ba,0.9218634290683647,1706,0.7503935650627875,0.9374135761184526,0.9282230978008369,1,5,9.971813234087906,0
Cambridge University,Ana Thomas,IoT Development,2022-07-09,2023-12-14,ffe89f72febb15482ceef29832decd1045c513f9e29b8fffda70101637c4e43a,0.9067243552314863,1271,0.9764522853154101,0.8473289319130911,0.9704889562030018,1,6,56.951880329806414,0
IIT Delhi,Jennifer Santos,Computer Vision,2023-09-06,2026-03-31,8f834862415c9eaa2d86e95d369a83c18ac7c159cadbe2521aca40ab2393f5f6,0.5476754672355271,847,0.7438538146664632,0.8416840928455904,0.893299365010482,1,5,64.97516683471648,0
Google,Mary Dubois,Machine Learning Fundamentals,2022-04-28,2024-09-21,fa470ee6ae2c93e2768883ca9ce0952eda9f28e2a5a8ed6066a316d96e7f06b1,0.8185873819971681,1343,,0.8139796326815224,0.9091686100277993,1,7,8.33658013752735,0
ETH Zurich,Christopher Thomas,IoT Development,2021-08-23,2026-01-05,c9fb06b30a4e1946e55b3913e6aa6e6c5b3869d646f870b3ddd1f86782436344,0.8310326698236435,1591,0.8277817673774176,0.8959280788104814,0.4356918511757103,1,5,22.530154932100096,0
TU Munich,James Miller,DevOps Engineering,2022-09-04,2026-12-23,3c25de3f39246e4be51ad35bd023d926a87649b65525a2a057ce5bf7d9338310,0.9379069777093305,1214,0.8720152366857038,0.9654008083333422,0.7568877983205452,1,5,7.533445163606658,0
edX,Patricia Johnson,DevOps Engineering,2021-11-02,2024-06-06,5d92197b5e003db6886a12806f1c57694a8a0cd13fdcc6aecf245cc9d46cdd7c,0.9141523272518327,1520,0.9317230792923903,0.9786072138936948,0.7589688888593208,1,2,36.626133444339956,0
Coursera,Sophie Kim,Blockchain Development,2022-07-27,2024-06-30,d06e545f1235f3277c7b5ac7fd04e854699249a877935e6bf3ef52c6061b3f6c,0.8929983242352961,1253,,1.0,0.8910638074738548,1,8,8.863291520543022,0
TU Munich,Christopher Smith,Machine Learning Fundamentals,2023-01-31,2027-06-03,f1bbd2296b2728ca5d84a4dd3fa5d845a224c7352ca13dbd3df6ed4d8ae69638,0.8142572809005777,1065,0.8776535753151606,0.9556594242463564,0.7923271459213775,1,7,39.64130145000623,0
Cambridge University,Pierre Harris,Computer Vision,2020-04-24,2023-05-03,675e1da1d2a382528b10225cf402b1fb925912a98800a93e0f22655ec96a57ae,0.536359603916874,2077,,0.9210413308296636,0.9180063650796166,1,6,75.23980688853469,0
Microsoft,Thomas Brown,Network Engineering,2025-06-16,2026-07-30,e36bf2e0012f002c7c7fc5f371ee5af01261a2f7aec7d8f4a13d6f85b8a9eb62,0.9274350051596074,198,0.6602532937608311,0.9700252508539778,,1,6,34.084284308374734,0
Coursera,Joseph Tanaka,AI & Deep Learning,2022-01-01,2025-09-01,bfe58f6c7bb44aaa6d30314a7a68d6dca2389aabdc1e009975af28238b2cbd4a,0.8253150222942647,1460,0.41641340009183647,0.9428500986515528,0.9326941178166135,1,6,9.691207719563092,0
Harvard University,Fatima Smith,Mobile App Development,2020-08-26,2023-09-24,8078a3495bc2221e5cd42f1bb1713cc8450cb77fc0c37b623b07f5ed5d5f1952,0.7151713422207657,1953,0.7245458156842739,0.9107109107094358,0.9107391894181193,1,3,27.957958699596343,0
Cisco,William Davis,Data Science Professional,2021-08-22,2022-10-17,f6ccba978778606f9843b938b83f9fd555798d09f52f44396abe000d1fd16b70,0.8944690816962312,1592,0.9501367233969186,0.9666309105619223,0.803931996138802,1,6,32.74014765471494,0
MIT,Arun Garcia,Project Management Professional,2024-11-28,2026-08-03,108a326014bf5b671698f19daa8dcb501334e5f45f569e13beeed127f05befcd,0.7825694022872801,398,0.769672971775115,0.9794403120596579,,1,9,73.21956737574932,0
MIT,Sophie Harris,Database Administration,2024-11-15,2029-05-29,7e444ffb142104f985bc57d3148d879ba57c45017731c8b29ba3c71872dd6f1c,0.8957544332496001,411,0.7332140421179549,0.9323882761205663,0.4405322260662614,1,6,21.25084386507011,0
Oracle,Sophie Smith,Database Administration,2021-08-08,2024-09-20,f09fe378a08bf283979dc47be832707a434861c55ded2c52dee5bd17332be58d,0.8708347275941708,1606,0.7383584941547806,0.9288049858301689,0.9404836523147333,1,10,9.47732975339384,0
Salesforce,Priya Davis,Business Analytics,2025-03-27,2026-09-07,018cacfa684ca3b30296144ae49c667448f0a933f42b90fc6a4bbc57f21bdeb7,0.8294263970486427,279,0.8112440539869868,0.901185044631107,0.9448333756513411,1,5,30.546213378119553,0
Adobe,Fatima Santos,Machine Learning Fundamentals,2022-12-03,2025-11-25,933a6b13ca567b7b136dc918aaa0b7fb6621b7ba6604f090561b3ce548927b01,0.8775241651377865,1124,0.7786777629680925,0.9617719096321639,0.8943604913923965,1,3,28.831147863793873,0
MIT,Christopher Miller,UI/UX Design,2024-12-20,2026-01-23,8b308cbdecada447d92732d2a2452a73091d088e6e64abf171951192aaa85cbf,0.8801199548365245,376,0.5379819356313981,0.941326014455695,0.5583823402515462,1,6,59.31812188616016,0
Microsoft,Pierre Santos,Business Analytics,2020-01-22,2023-10-06,c749a3dabc638cf4fd1b5e297394e2420ded287f45e76d52e689c38879652063,0.8212476977239148,2170,0.6233771365642958,,0.985728614435122,0,8,88.3193847275285,0
Harvard University,Christopher Kumar,Software Testing,2020-09-03,2022-09-09,909de04hdff99519c778fce5b385daff729e2f5cf927978fad3c10dafc469cb0,0.1848,1945,0.0759,0.4167,0.35,0,0,15.62,1
Salesforce,Barbara Chen,Business Analytics,2020-07-05,2023-06-09,a7fedc6cc07ea9caa4aba96a9c8af071e5ce46268d84f7942a5cf94258fedf82,0.8045684308794182,2005,0.8931620633539367,0.9100902834774842,0.8080620973643036,1,5,24.98397715612114,0
FakeUniversity123,Robert Wang,Project Management Professional,2026-01-25,2030-10-31,b37d3cf8a7497ad571f348813c58fd4b36a3e308125e49a06666db10221cf05f,0.2273,-25,0.3165,0.7857,0.1539,1,1,43.54,1
edX,James White,UI/UX Design,2022-12-28,2024-01-29,d34cc34509580c124b3798bc81b6b9547fe54cd396af062dee6a26798aaaa51b,0.5806071704935245,1099,0.8882960451354108,0.8496743540435467,0.9262429916865915,1,7,61.003757608278086,0
Stanford University,Jessica Martin,Data Science Professional,2025-05-09,2029-11-02,b26b704bd729b68968c46a679d39b23144b9ba85bef42dd1e15cc6ffd661f055,0.563701301628171,236,0.8216579685682026,0.920157557616288,0.6643647758520629,1,5,3.44077695801552,0
CertForge Academy,John Wang,Cybersecurity Analyst,2020-06-25,2023-06-09,176fcb0cab4a40ebd854914c98f457d7d7e0dd34cd6db948bd93a9781646b8c8,0.1745,2015,0.3326,0.5496,0.1399,0,0,579.21,1
Oracle,Patricia Rossi,Robotics Engineering,2023-01-28,2024-06-15,92408078bae7e9141e011277a47783217fe5ca23a37bfafe05443bc6924865e6,0.8859776013436939,1068,0.7695338038094446,0.9321185897581356,0.7933042165772334,0,4,33.774828354875524,0
Coursera,Linda Anderson,Network Engineering,2023-07-22,2027-07-18,0da23bc524720e50a91499c785b72cfb5e44c5437f5b4adc7c2c0568ca03a243,0.7186572222783995,893,0.9672358767772126,0.9702314359183192,0.8580357087253888,1,9,8.776645904949739,0
Cambridge University,Barbara White,Natural Language Processing,2023-06-26,2027-08-26,7748b803744685e0e32a5b5e83d31c7730704aa36555f256545f628e33473407,0.8339491176630781,919,0.9228321452839617,1.0,0.8606416919607293,1,8,46.5864839952404,0
Yale University,Richard Jones,Data Engineering,2022-11-23,2025-01-31,9d5ebf027b14481f273f096bd634f98ebdfc4341f8eb5217be4ee9fdf7a3f3d0,0.9463234384959872,1134,0.6842509579265058,0.9532337698385419,0.9149459536500225,1,8,21.27328178410171,0
Google,William Tanaka,Big Data Analytics,2025-12-28,2027-02-10,7ce1f6579727568fccb4c9a1be452bf006fd2ba1d08a463e9e3db9a8091bf132,0.8240270081414108,3,0.6913848249247058,0.9306937604526547,0.7925550873822829,1,9,3.811110149495952,0
IBM,David Wang,Project Management Professional,2025-12-21,2027-12-10,9b814415d8346c5e97b65e1705cc0f4c5301bd9ed9e6a0bed7d0ed2365d6a8d3,0.9462443209161435,10,0.7624772795850772,0.8364526760208546,0.9422298265336844,1,6,30.215977159311436,0
Johns Hopkins University,Arun Martin,Data Science Professional,2025-01-21,2029-01-14,08cd296ca71909d60388cc47b098cec315842b9bd87509e03ddb2a286e2a969f,0.9235836245898346,344,0.9154930457314623,0.8284152931218842,0.8303254536088394,1,4,2.6145425195617826,0
ETH Zurich,Linda Rossi,Cybersecurity Analyst,2024-02-01,2027-01-27,0e47e0b1ac45613d7850b4d5c95a4a69d2d245028aa62afab2cc08083b8cfe2a,0.9290991315436475,699,0.9305663535178621,0.9191485571966784,0.9058231624808399,1,8,21.79907617423127,0
AWS,Michael Martinez,Mobile App Development,2024-05-13,2027-09-06,3085cd0613fdc0f04c4bfcaad6e93a485a1341859bcf0309c9b3e9e17c4ec0cc,0.6582725889305283,597,0.8779203511964307,0.9249628823071656,0.884197456191111,1,6,2.685693909934565,0
Salesforce,Susan Kim,AI & Deep Learning,2025-07-01,2029-07-12,10c9e3d67333cde6c90d216ce726b80812ab95815400620a543cce797aa9f88f,0.7694984527991584,183,0.9429349450947387,0.978041339368926,0.8438794395384311,1,7,5.5039581039228205,0
Coursera,David Hassan,Full Stack Development,2023-07-20,2027-02-16,dfdc34763a2ab8436ed9e5493c5f7cbc52c564cb3da8f45493bf36605780d185,0.7604108358753633,895,0.7978737477473389,0.9150670353091461,0.8319959897581954,1,4,2.1007718950165803,0
Microsoft,Pierre Martin,Full Stack Development,2022-07-03,2025-11-27,529f01c890c0315eeada0aa745e89808e9c0203b14a665636ca7bda88545d2a1,0.7677736691820957,1277,0.6567550472649512,0.8928041116316418,0.986725362966525,1,3,55.34923780577174,0
Columbia University,Karen Patel,Database Administration,2021-10-09,2025-06-21,bf112da15fa36cbb83d46fb240d87f10ebce23d8817d65e88b046d22dbe1a85a,0.89654789745717,1544,0.6659448183185008,0.9208372277426248,,1,3,7.31590585130943,0
Udemy,Yuki Taylor,Database Administration,2022-07-02,2026-04-16,f0b91eea3b5a0c48800483f7c61ce638c475f90970ffdfe29181212d96be505e,0.8221985906585592,1278,0.809715988053258,0.8539258021589221,0.9348187229554957,1,5,55.42494777506612,0
IIT Delhi,Robert Wang,Blockchain Development,2020-01-24,2020-08-05,c197efcdd78a062335cba6888cf36a126fdf8ec6b6bw5e91696b448abbb47719,0.0584,2168,0.2099,,0.0193,0,0,16.77,1
AWS,Thomas Williams,Data Engineering,2022-06-16,2025-10-10,217062ac42af5060eb68e2788c89f354832ba1e1d9e2c35a147dfa2ac450d667,0.857290440278304,1294,0.9260064981436474,0.9400343413420573,0.7617902419498904,1,12,21.204462489294585,0
ETH Zurich,Mary Martin,AI & Deep Learning,2025-12-29,2028-06-12,1952a24175978e009d1aeb21c410444cb8fc384d602eccc4886ee787d01b2350,0.9598260826313249,2,0.8708408555342289,1.0,0.8086772941073598,1,6,1.9468844946874184,0
Cambridge University,Christopher Garcia,Project Management Professional,2024-02-07,2027-11-25,f7aa10980f44cf6ebdde38426c9720d2ef3e9d65f1a29508251088ffba93b178,0.8144191143317477,693,0.9016927987824278,0.8681336900849329,0.8945988098546459,1,9,21.16692372077509,0
edX,Susan Dubois,Big Data Analytics,2022-09-01,2027-02-15,b63701e284b2bf0536432a6df13effd27dcbd5a94c1e389e3f3914b431b2fbe6,0.6638752319619492,1217,0.8941602752529947,0.9128871443113029,0.8789257621132699,1,5,38.80242117788897,0
University of Toronto,Robert Garcia,Digital Marketing,2021-01-14,2025-03-02,e099c58e46a33a34b2c63b21786d587440e333c8734687117adbd7ff5d9c527b,0.6961467847687263,1812,0.8483753761846529,0.9009348392405122,0.9331828066631666,1,1,7.940512902521283,0
NUS Singapore,Linda Martin,Cybersecurity Analyst,2025-10-07,2030-04-27,91f9f4b65ffe2eb54c3dae23afa51f02a07c042e6c927d9ca851d968f5236fa0,0.7708245088143861,85,0.9582564460057231,0.949144142320045,0.856355789923045,1,6,50.90919495690821,0
Cambridge University,Pierre Williams,UI/UX Design,2023-01-23,2025-02-22,00ef1937ff22a34f809400e6bc6c54809ae70720ed10d7c4d80d8b329b43c967,0.35,1073,0.1464,0.5559,0.0036,0,2,16.06,1
Cambridge University,Pierre Miller,Network Engineering,2024-03-28,2027-10-07,786f840a0ff6659211642d963ee4e71215534cbf133e33f639bc923aab9bd6b6,0.800547194114842,643,0.8437532560152845,0.9486626689226322,0.7825506704215275,1,4,17.00495544566155,0
Oracle,Christopher Smith,Data Science Professional,2021-07-31,2022-11-14,9d87eae402cbe198ddb1fbd5d58f56854f55aaa2415286b6382d3a558c23a48d,0.8707070919617148,1614,0.9601539586033002,0.8857184491856765,0.5710912621588347,1,7,70.11319652668004,0
Google,Patricia Kim,AI & Deep Learning,2021-10-01,2024-06-25,318a0dbfdba2a67f17f28aa4fc404cf963b52f6b13611a67bb11f6ec870b7438,0.9537458095853795,1552,0.7792789469651509,0.9972046331762023,,1,4,8.572490651319871,0
University of Oxford,Jessica Kumar,Mobile App Development,2020-08-07,2024-10-26,4918117d907a54040df8ae442de6d098709e5882839c28fb69f7a553c15ddcc1,0.8872726192904922,1972,0.9016187762825331,1.0,0.9067969820454461,1,4,55.65969959615951,0
CompTIA,Sophie Smith,Network Engineering,2025-07-07,2028-09-05,26e34c46632bf9b3e2b90365162f9ff76a0e2b97d074c70a1e92c1705f5885ef,0.7278556369080483,177,0.7041898205714419,0.8922693170687663,0.8358974844775402,1,5,4.0676860141832485,0
Microsoft,James Davis,Project Management Professional,2023-11-07,2025-11-09,ba8ef45e22c2076283aaec3faade1503efa06dc389e3a51772674797d4e5e53c,0.9353259059390464,785,0.8792402429502554,0.9525364163377379,0.935535765185853,1,4,56.04604393688078,0
CompTIA,James Harris,Digital Marketing,2023-03-22,2027-11-12,3963608474a14b467aec27027f0d26cb1da2079008f7146c905cde38567ff97b,0.6222023941449164,1015,0.7658592304959966,,0.8246111142210684,1,7,36.04693704256546,0
NUS Singapore,Mohammed Anderson,Business Analytics,2024-08-25,2028-12-13,252236c23a69ea00fa0d4c8af703efb6f0deb6b1871eb6016ae2085de2d2ae1f,0.9144702193194456,493,0.9574662368167244,0.9611798276409981,0.9040421624438785,1,11,78.97722562646939,0
Yale University,William Tanaka,Database Administration,2020-06-23,2023-09-19,a46f11a0d9156127389f7533ebdb8dda1f5673fc2c940fdcf90f7bd239d3afa2,0.8321503563597549,2017,0.8567252702328777,0.8915540093444417,0.7579902928193046,1,4,7.724198921899468,0
ETH Zurich,Wei Hassan,Big Data Analytics,2025-11-03,2028-12-25,433a57ce9767b3272f0eb25a3f9ddf337376f5663a0c9da73110d7815074e55b,0.8197410527065376,58,0.9347948180092376,0.8603764661710759,0.7709829944901604,1,5,22.97244435535392,0
Johns Hopkins University,James Thomas,Digital Marketing,2024-08-17,2027-04-25,7d0e3c6915ca3eb5b58a578289e69cbd1ac62d067c25004bcb9fe9ab35f80b74,0.861728576023458,501,0.7244810895888241,,0.8084394091010133,1,7,1.753408934966223,0
TU Munich,Joseph Johnson,Robotics Engineering,2025-09-20,2028-07-07,4287f4d9dfd6ddbe62fc516ef83ed7ed256ba938d5712ec959a6c863296d0c4c,0.8729920541177493,102,0.9084081062363627,0.9773663681702707,0.9721230270094303,1,7,0.9911930129515641,0
Google,William Davis,Machine Learning Fundamentals,2025-10-01,2029-08-16,29ab2344f6474a7533e5f8b891bc8a21e788a99c094d844a164553dfaa1e6ef5,0.9306117668670745,91,0.8755950940196033,0.9707474869320374,0.9937347162370386,1,5,5.533120756521198,0
Google,Christopher Mueller,Data Engineering,2020-10-16,2024-01-20,6481479211439178a17a89d358436d334c04edfc5b4dc6085ab32e08ed7426a5,0.9296935611664929,1902,0.7671396881575356,0.897253539898751,0.8259914208744655,1,2,51.719636524219055,0
IBM,Carlos Johnson,Network Engineering,2024-10-07,2027-02-10,39fbbdde6400296cf07cfcda730762807513426e228b9a96768a5d96b122ba07,0.7466118636676933,450,0.39726980910686,0.8958961310257167,0.6930101308767284,1,7,34.221487928678805,0
Udemy,Patricia Martinez,Computer Vision,2020-06-06,2023-10-21,7ca59793533eee31dff140d93a9f827cbb02c4a13f8d42a51ff21f82b50eafee,0.8597378684808522,2034,0.8156055461640556,0.8830360026636168,0.8307849714534256,1,6,27.956661871281693,0
Udemy,Joseph Chen,Cloud Architecture,2021-12-16,2024-06-16,8cf14219a1831d6d123adbc14e693efa076fde6c8a23ef5c374ac0e6168e5be7,0.6695267302006048,1476,0.9672818838327834,0.8905078668284043,0.9664527631840804,1,10,41.2328537309792,0
Oracle,Pierre Johnson,Cybersecurity Analyst,2023-12-21,2026-02-02,6c917337a8b6da7a7d4b3be261902e0fda7f51269f7b45ee1a083a667bc38011,0.7967999643319792,741,0.9765843369422927,0.8669173312573442,0.9935595609778529,1,6,46.69002648665881,0
University of Toronto,Fatima Thomas,Robotics Engineering,2020-08-20,2024-06-06,b25f8330139361f6463f26000d0a7c1118747ae8972fbb166f0c841cef4765a9,0.9335920691800287,1959,0.4592676084388325,0.9198261395149032,0.9347773628766701,1,8,6.91821421887377,0
University of Toronto,Sarah Wang,AI & Deep Learning,2023-12-25,2028-11-09,6007dd90fc0c6fd93882a32fb47a9179a66116a0262c0169f33f9049dba1830e,0.8783518283061684,737,0.993179233159071,0.9347548885278572,0.6970028064949931,1,4,50.332648663711915,0
IBM,Wei Davis,IoT Development,2024-05-31,2027-09-09,e53385556dc14c27f33f08a6f05ff09ebf0af30a37ff495a308537816f764bc0,0.707480806809301,579,0.8104144567501242,0.9729373924564224,,1,5,66.2377471694273,0
Oracle,Thomas Garcia,Mobile App Development,2021-01-03,2022-06-07,9a9a22e753450a14af9c460865dce92d47b727399190023e6cfd578c800a44d2,0.774491138012223,1823,0.6419300143863729,0.8839996751292838,0.9904161015261836,1,8,7.542785054273361,0
Columbia University,Linda Thomas,Data Engineering,2022-08-01,2024-11-22,65eaa11e69e63366c6854b9508938e68e6995c34142817eb1d6c4283fc3a8014,0.9532797828851287,1248,0.9888730480221618,0.9989661796032471,0.8314403499152951,1,3,12.41757997611829,0
Microsoft,Jessica Dubois,Natural Language Processing,2023-09-12,2025-10-15,035999e48bf494bf97274f1b1b6874c9eec2274dba3e663127b06ee9a9a420d5,0.8783196432570987,841,0.9300854114972016,0.8839975171118697,0.8956531454920841,1,5,0.9763706288232177,0
TU Munich,Mary Taylor,DevOps Engineering,2021-12-05,2024-05-23,8f27f4ef7ef0a5209335f99cd972349495dfa84ed6b0357d97ad3634ae628af0,0.7727379518672386,1487,0.9201183980629559,0.944239790145549,0.9092719689459411,1,6,20.404483537971537,0
Adobe,Arun Santos,Data Science Professional,2021-11-06,2024-06-06,31a3957c9464dcceae7581426a870ea188fbc8395bd9b443628883ac648c8450,0.8106692639279626,1516,0.7352170707411045,0.797463153619703,0.7996553303298888,1,4,58.33293441006431,0
University of Toronto,Yuki Chen,Agile Methodology,2020-06-25,2023-12-13,8545176bd89c8a7237d4179e72762618d89a91f7ebd4cf3b30b9baf325c9b175,0.7406928938326272,2015,0.4170232261019145,0.8481697827315702,0.9211524075854718,1,4,13.116911010169606,0
IBM,Richard Thomas,Mobile App Development,2020-05-26,2022-09-22,fb3ed07333f555e27e874842aef663e80505e333b9ffdca3a4045866778363ec,0.863200369975038,2045,0.6568144080577707,0.9064606549231671,0.8079234114740763,1,4,90.5508209393805,0
TU Munich,Yuki Thomas,AI & Deep Learning,2020-06-21,2023-10-01,4192f936ea1ff9b9d229c69ba415acbc41f7b27da30401a8f6767ef2bff704cd,0.855704197106358,2019,0.9137987629408584,0.8806451041723905,0.8880741171809696,1,4,18.650970990813658,0
Microsoft,Karen Brown,Computer Vision,2023-12-03,2025-03-23,1444a7f5bbd9d3dfa84d491648d5074a49297e8af203f4751efeb1ffbd4928a2,0.4273726693051831,759,0.5602343048133492,0.8822100995737977,0.9020659333156108,1,1,15.051036789196637,0
IIT Delhi,Priya Miller,Data Engineering,2022-11-08,2026-11-15,42e521d6d130bd78841aba09aa9b6610eeb73614c6ed75e045dfee3edb76aa5f,0.9490218463874641,1149,0.9067698013724755,0.9228978737313411,0.9534629367086257,1,10,0.013105385576619112,0
Harvard University,Barbara Miller,AI & Deep Learning,2021-02-16,2023-06-03,46e6ee9e17f63a4b7c041655e0c61d1025a4ed4ed93a591fb65f34fe82d1c458,0.9204936079358214,1779,0.8350187143318316,0.9298646228412951,0.5922314800993441,1,5,13.032021647331662,0
Udemy,Mary Harris,Machine Learning Fundamentals,2025-07-05,2028-09-10,f3bca6d418a058fa7e32484fd8a20aee2519263d59b44d6a8293c3a2e49aafbd,0.5635939842906064,179,0.6832010197591394,0.9088422914802742,0.6848529832589343,1,3,36.04116194693238,0
IIT Delhi,Karen Miller,UI/UX Design,2021-04-24,2025-04-04,2e329ee409b9e8a7c9b86fee2836b6e229cf54454ab2cda32162ff1cea39a927,0.5548233326223018,1712,0.9328853926324274,0.8609913309256333,0.8995087136087625,1,6,6.935717088078899,0
MIT,William Jackson,IoT Development,2024-05-01,2027-12-25,6613393ab58eb808eadfef772da9c12d837e950de0ae79a000355f22142fcccb,0.8097320956941606,609,0.9530185099149387,0.825455762466146,0.5017412294149484,1,8,4.2077773155853535,0
edX,Ana Kim,Business Analytics,2022-12-29,2027-11-24,79561b0752c0c9537cce5ddeb69abdc8bb82fb6e0212aa75a0903f823657a34a,0.8490198043730649,1098,0.8519458141180392,0.9250065630548785,0.9467643203190278,1,6,34.79490897401294,0
Cisco,John Miller,Full Stack Development,2020-12-20,2024-02-23,5e2313a2989b051f3cd6160e15a946124a75490283a937c4cb347b9bf76348bf,0.7833361315545333,1837,0.9450246431930747,0.8987232117457737,0.6555355808094264,1,8,32.07360137893928,0
IBM,Barbara Mueller,Digital Marketing,2024-07-16,2027-05-13,484c9e39d0fa28589be56538cd6d52def4957041d2e82991465ac2c1c0ff8cfb,0.6231592879828413,533,0.49305765274954577,0.829002331895526,0.8755488779106214,1,6,8.073668970925114,0
Coursera,Linda Mueller,Project Management Professional,2022-07-25,2027-05-30,9b7f1192de786596cae3027482741a234887113356c0beb68ce33e080e6121af,0.5053302471710518,1255,0.9903496838041346,0.8929461851834366,0.9183679634416848,1,5,18.241002482560177,0
IBM,Robert Harris,IoT Development,2023-04-21,2025-02-02,96f740ce280bf5ac9a1541f7be84991a0a07979fc92f05f9286a370d7b85fc4f,0.9372028736855901,985,0.8948222270717044,0.9485882779116402,0.9339773923663889,0,3,29.080070122192343,0
Johns Hopkins University,Joseph Anderson,Quantum Computing Basics,2025-10-23,2030-06-07,02c44caea152fd0785022058bd6749223807853bac683c31f8bc1610db5cbc2a,0.8955474783753454,69,0.7253842773726648,0.8920037081243379,0.8463259322056665,1,6,21.0381135424077,0
Johns Hopkins University,John Tanaka,Computer Vision,2025-03-30,2029-04-24,87bedffbca77cc1367827b583c414e7e7af4ada5f4b3766f592b456577ca6f46,0.6726139377261217,276,0.8540430685632435,0.8333620337602292,0.985822195573278,1,6,14.770094914539433,0
IBM,Barbara Patel,Data Engineering,2021-02-20,2024-02-15,33aeff5e17ba9881d217d8247debba4b0d2556ea985bfcaf370e5808b6779670,0.71038416210656,1775,0.9802235257600059,0.9415810800030782,0.9538037798143505,1,8,14.179491025502147,0
Coursera,Thomas Rodriguez,DevOps Engineering,2020-11-22,2021-12-17,76078b0581664f4ac63d9a8cfa01cf4ec3a74a8aa81cddca05ee58accaecbf24,0.44822777479365167,1865,0.6949651572714577,0.9613352674472108,0.9910197296312034,1,7,19.251450700661145,0
Google,Pierre Dubois,Quantum Computing Basics,2024-02-11,2028-06-16,1c8ffad3c12567abb8fb262a59e76eae220ea66df5660c288aabf24c4f454e2f,0.815203911908315,689,0.6250999889726468,0.8869563852635501,0.8291964091988379,1,7,4.6508758294421115,0
Google,Jennifer Jackson,Blockchain Development,2025-12-01,2030-06-17,311e897dcd16e93065f8351fb18bbec5688d6624deabc6af94d30783c85bb2e7,0.5957679118849809,30,0.8352273627829705,0.7866755879112332,0.9280774703072318,1,9,27.81680715533994,0
University of Toronto,Elizabeth Wang,Robotics Engineering,2023-05-01,2026-03-14,8220c17b7d2edcc80fefe78738bdbb0a1ff1aee972be07fb4abdffa7a8f63c81,0.7122402405176774,975,0.8700414390909392,0.8958358101600348,0.6818559034683126,1,5,24.30178313487502,0
Johns Hopkins University,Robert Rodriguez,IoT Development,2023-08-06,2026-05-18,15617c28f407002b5fb16ae48f02901a4766d73128bc6903242b96aab88e64d9,0.9527630282527441,878,0.5364025221597819,0.9278832548138646,0.7157666871523755,0,3,21.839518620503966,0
IBM,Sophie Anderson,IoT Development,2023-09-21,2024-12-04,631285bcad792d3bf5d427aaa92081ac94ba4cc5bbe47f0faab8801ac3bd9877,0.7855918148801415,832,0.9496782889410443,0.9733401765928236,0.9296925935626259,1,5,18.126140598173723,0
Oracle,Michael Smith,Business Analytics,2024-08-11,2028-02-02,d20869e30ef155dfae9457e4ddcc21f890e13632ea07589fbcd3b39bf7b63abe,0.7908166681755646,507,0.92559720649353,0.9001009370911874,0.8315359275698367,1,3,4.465855761388765,0
Columbia University,Richard Thompson,Blockchain Development,2020-12-25,2023-12-11,16ec29b5ff39ca3bfba5d3b10162e915118bc3959af76cc0217e6534f67e7c9f,0.8346686821987863,1832,0.8355011902709832,0.8580073572858475,0.8216362260538285,1,10,5.21661744495397,0
Stanford University,Thomas Wang,Project Management Professional,2024-08-04,2028-12-13,9112f39ccbc7d35d5f5dc83b6ae0b2fb08aaf1701f622624ca07839b835d550a,0.44912802204135666,514,0.8044182287783015,0.9478101131301869,0.9677779362593685,1,4,42.48781927692076,0
NUS Singapore,Sarah Mueller,Digital Marketing,2024-02-26,2027-11-10,fdcf79ebefef3d7d83cc4f245bfd81965090c122d8baa2b49c886e7ba8ea1b45,0.9490624906313214,674,0.6525111758589611,0.790789845632709,0.9039081144163785,1,3,36.74830649251562,0
Stanford University,Robert Williams,Natural Language Processing,2024-07-30,2026-01-17,4e8e90f6cb50dd7e375642dd160e0556a3f95f63b7a76815585ecd8e64056b2c,0.9273942505361537,519,0.7880838280614149,0.8409294456823719,0.8137132177017007,1,7,14.235956596179772,0
Cisco,Ana Rossi,Data Engineering,2023-05-26,2024-11-30,1e40973b301653f4eff17c4c67a2224f6e073c97f09dbbc681e6162bf07de6c6,0.5601967291195816,950,0.9650960974453385,0.9597851570849871,0.9369864098875369,1,5,2.406317041261467,0
Coursera,Arun Taylor,Software Testing,2020-08-31,2023-07-02,b131922af31047ef50269345353afc61567e72da38b48c9d3dc7905d3b47221d,0.9461565574255492,1948,0.9676128889524199,0.8677835198299306,0.8812265127726614,0,2,67.51011301993843,0
DiplomaMill Online,Jennifer Santos,Robotics Engineering,2025-03-24,2028-05-05,c98d5fc69240776ffdebd71cc03e77eee78d8d9869ef79dc1cc4ef596ffe0efe,0.0432,282,0.1102,0.5716,0.5,0,1,32.32,1
IIT Delhi,Jessica Kim,Software Testing,2023-05-10,2025-10-19,c9427384e53a58f813b891ff26cd575b011bb5e897f18990a752087025f1ae65,0.6813395029137903,966,0.8083703444493783,0.9084988510768779,0.9676066900701916,1,4,35.74009545895085,0
Johns Hopkins University,Barbara Taylor,Mobile App Development,2020-09-05,2025-07-31,f38278474f8a52ba181651ba83c2d43c53c90f3533f9be9ebe6a4a099be11d0e,0.9481680521841491,1943,0.7604231612663643,0.9096493623845839,0.8131432953330104,0,7,17.11213986121683,0
Oracle,Thomas Davis,Robotics Engineering,2025-04-12,2028-01-05,5e2f8f15fa0bdb67495785534aa15d64a35315a3a2094c6256df252e90783721,0.8811045174869441,263,0.8594984203573952,0.8865938210489994,0.9582717497840761,1,5,22.53107099310418,0
Yale University,Barbara Taylor,Database Administration,2022-01-26,2025-12-02,6a21cc512cc046e3e2fc0b4ce5a083b83cd9188c3b8a4dff69e3462762a175d5,0.9072415115491904,1435,0.7119571163933334,0.8880386227644695,0.8507728869790632,1,3,1.090060735027079,0
edX,Elizabeth Rossi,Agile Methodology,2022-03-23,2026-08-09,93d717edee0a50e0101a1216a9e3ae4a33bd812e6fc3ee782d4d5215af9848b4,0.7246715038691748,1379,0.9539194948483881,0.9818173022488645,0.936087175753843,1,7,46.46354723744102,0
Harvard University,Carlos Wang,Machine Learning Fundamentals,2025-03-26,2026-05-01,616207ed3d1b85a20f3932fb3ec752165dcc03993208099ed22cf759ee6c4dd3,0.7977880172170433,280,0.9604827560767779,0.9593611973899692,0.937920012579043,1,6,29.58157959028746,0
Yale University,Mary Ali,Full Stack Development,2024-08-12,2026-07-07,a9c93545cb67874a2363cf5df69ba2fb2ddf76de370b3807602de25513e180f4,0.9644214598931272,506,0.854359675374802,0.9269030118286615,0.7895089582054272,1,6,36.03973220803328,0
CompTIA,Priya Kumar,Natural Language Processing,2023-02-10,2027-11-11,3c3e5a38503fbd7e64550e135d65230612333302dd47bc609f065f5d71ec48bb,0.6549431334462524,1055,0.8851074354532,0.9457501176629355,0.7839104849697879,1,8,51.75025997963259,0
Adobe,Susan Brown,Blockchain Development,2023-02-16,2024-04-01,881b969d432a19fcf87a1ea6862dc0e178066f0499285f8d4b5f2383d3869d0a,0.8978714641568569,1049,0.8990367936399446,0.9180538522909953,0.8891704338274402,1,9,78.45669707884292,0
MIT,Arun Taylor,Digital Marketing,2021-06-30,2025-03-09,53f83e01b9acecf19730e8dacd97fc3946c9da9ebf7cd3c2e81885b2fd074956,0.9053953420945384,1645,0.6638724744513282,0.8639428133601283,0.9166271346048298,1,6,91.37583296020382,0
PMI,Jennifer Johnson,Data Science Professional,2022-04-17,2025-09-07,e00d136fe188bd07b3b05eedf1ef9e095d753d3e1d778b9d108a1440bf1c7602,0.8886602062062734,1354,0.9042957445649838,1.0,0.9552151867291884,1,3,65.15507748182077,0
IBM,Sarah White,Big Data Analytics,2022-10-13,2025-12-26,31c3ad9a30fce5a0e63efc1079e95d0231f2ce1b2d52731b47a2679679ac5d84,0.8984347951779,1175,0.9702040434151349,0.8765580635849253,0.9062386443915538,1,11,11.667730375267983,0
Adobe,Carlos Jones,Machine Learning Fundamentals,2022-12-28,2025-04-09,666295d713f853d093c023f302eae3210df982051b8ac1d4f37f73929a605fc3,0.6530152502633343,1099,0.8886290185261779,0.863582733680085,0.9779334111287751,1,4,2.1075085941695084,0
Cambridge University,Mohammed Jackson,IoT Development,2024-07-30,2026-04-28,766168bd6f2dcc19d19bb7082d9f63c2d2862e0088bdf2ea20e95d13bf0e7b2f,0.9326709507654833,519,0.6915022646533349,0.9454414791276428,0.8575538287549155,1,7,35.74029872359813,0
PMI,Thomas Tanaka,IoT Development,2023-07-27,2028-04-20,46840a3caba4dbec12bc7ea570acff7284fff763e4fc4fd46b1e4e931ac84692,0.7877077228721715,888,0.9434188251938352,,0.7828826460499265,1,1,41.49249408836779,0
IBM,Pierre Kim,Digital Marketing,2021-03-24,2024-01-21,5fc175f7187ef40ff4632f440ae9a7847cea140d05a32318c8560b3e013dada7,0.8975740242780063,1743,0.7462821878188264,0.8400310907708524,0.9537309949186026,1,7,33.15693542586298,0
Stanford University,Pierre Thomas,Data Engineering,2023-01-05,2024-02-19,71fe61560b3b1a23fa67c47685dc67e5c69d253a46c740fa33fbc9a486122e55,0.948392480292246,1091,0.9590698241771871,0.8901271000967201,0.9234672829760024,1,9,134.35797164672528,0
FakeUniversity123,Wei Davis,IoT Development,2021-09-08,2022-11-18,cfbe4313128494541af872b7,0.0239,1575,0.1521,0.7241,0.0721,0,0,180.02,1
University of Toronto,Mohammed Kim,AI & Deep Learning,2024-06-22,2025-09-20,3bcb6976975845c3a6e518d47e2012e7534d94a06ff11d3cdbb07816016be80b,0.7705874210585257,557,0.9583863785750639,0.933290468947644,0.7846806209042799,1,6,20.224645812779276,0
TU Munich,Pierre Davis,Cybersecurity Analyst,2023-05-07,2027-03-06,98f57a3c3230ac71bf5bb06553eb1ba7eca7488bf2592c39ae09ea596b43fcee,0.8695772187385711,969,0.7719999793508955,0.944100180981004,0.8463814560461135,1,8,7.626961048482734,0
Udemy,Carlos Williams,Robotics Engineering,2020-08-28,2024-07-11,a0229abca17dadae1e7b29a3ae59b7487487f7b2934e1d497b881a921a916c71,0.9418658292777737,1951,0.9079187542321173,0.8784950762305367,0.9548174780253806,1,4,35.199606985161516,0
Columbia University,Michael Thompson,Blockchain Development,2025-07-12,2028-03-02,09734d4a53a1def840c45a369a6d81b1ced90565314329e6dd93ed2c5c5bcc0a,0.8254143512607879,172,0.6829131498153632,0.8003599357132264,0.8412626759119683,1,4,48.51286065980054,0
Stanford University,Jessica Jones,Cybersecurity Analyst,2024-08-25,2028-10-20,9dab6f10760a7e84732e3bfe7cda957fe9555d19e95b4ca04723aa3815b6677d,0.8239664906284454,493,0.6460830706806803,0.8652992933841522,0.9345631510144923,1,3,44.9646181731865,0
InstaDegree Corp,Fatima Rossi,Big Data Analytics,2024-05-07,2029-01-29,03c91aa3e0c8fc05970abc8365bbf35514bb8284605274a643e35c1bb09b0815,0.4741,603,0.3784,0.4837,,0,0,12.0,1
Salesforce,Pierre Patel,Mobile App Development,2021-06-26,2024-12-01,b801cb0f5940e0370615c56666eb10dbeda0c42a652e9735dda9a77df8a9ac3a,0.8326458365057005,1649,0.6129346686207937,0.8642712296805273,0.7461095402463237,1,5,90.2763348777583,0
IIT Delhi,Yuki Brown,Full Stack Development,2020-03-08,2023-03-09,732ab382dad3abf115e77849e080c5f01c7d0a038a2d10437c4ae2a262255a75,0.7468754454486554,2124,0.9829165627005275,0.9933939195642735,0.6713726216346868,1,7,15.435440612477485,0
Harvard University,Sophie Thompson,Software Testing,2025-02-27,2025-11-02,ec7d30a1bcbf5e8535083a6de51464a6b6e587dbe509c017e74a2ddf84e76aed,0.033,307,0.175,0.4747,0.0236,0,1,30.87,1
MIT,Susan Chen,Cloud Architecture,2024-06-21,2025-07-01,b69ba00d6ac2550db8a54f55aa469fdc5de115f035cebcf978df355dcaeaaa1a,0.9257963856406555,558,0.8580830563418367,0.8381805600617394,0.7053488130847722,1,10,6.671996864682944,0
IIT Delhi,Arun Kumar,Network Engineering,2024-11-02,2028-03-29,ca2450a56fa26c2a4cbae0c62740a47a07a1f910737068719179b590dad51f30,0.6631445326073313,424,0.6502079300657705,0.9795056789873745,0.9953201381641392,1,5,128.26362605922986,0
TU Munich,Thomas Jones,Machine Learning Fundamentals,2020-06-08,2024-03-11,6181b1857fffefc6975f31e3d64dce33fde3c15cab403a57b61f66fe6bbd80a3,0.8647893752539552,2032,0.9943973530085659,0.8776301668724615,0.9180152359474026,1,7,3.3012988044446296,0
Google,Carlos Martin,Digital Marketing,2021-12-14,2024-09-04,2f12e4ae5c2d8e0f940c789b0f89c54dab95e8d4142652a66928290f0c34d378,0.5203908356315904,1478,0.9513682974614567,1.0,0.8964275153040595,1,7,1.5345622396558745,0
Yale University,David Davis,Full Stack Development,2022-06-21,2023-06-24,c9f00309990fbd0d5e255f580fb6f1a8d89d770d7dc75649cd39bd133a2dd4ce,0.9145194008659451,1289,0.9316275321603729,1.0,0.9291492142968641,0,9,14.271285634053624,0
Coursera,William Harris,Robotics Engineering,2020-11-27,2023-02-19,1079245e7256dbe3154c81ee572fe6be83ffa22be4a26ab0fae36b0e90bd6c75,0.9466281711173682,1860,0.9210071636118782,0.8833380909710856,0.7756095607396207,1,8,28.782034195812702,0
DiplomaMill Online,Jennifer Jackson,DevOps Engineering,2023-07-15,2024-10-25,3b5f7fa08effd69796eadc94961cb1cb578d06fed7c3e952b8df904848ca0411,0.1539,900,0.4,,0.2947,0,0,56.39,1
Coursera,John Kumar,Big Data Analytics,2024-11-26,2028-12-11,ec8f87a5854c7ea6aa4810386b5b83a56aeb7ee698caa7d4d2a53b516c16901d,0.7447752005816942,400,0.7740798416007314,1.0,0.8783476040356524,1,4,6.700889879233966,0
DiplomaMill Online,Mary White,Quantum Computing Basics,2025-08-22,2028-02-26,031a1803e86073b9100bb71b73efcb15dba489f71a2b5d2844ac173c58a58ff9,0.0447,131,0.357,0.6509,0.184,0,1,46.51,1
Salesforce,Sophie Dubois,Network Engineering,2020-04-19,2023-10-02,dc668b52c46cdd9576c467253ab6b02e458f691e0fcb1cf7ba3f05fae388b329,0.9884947195607862,2082,0.6934801817343318,0.9491642443918017,0.8236207893973087,1,5,68.89957596194525,0
Coursera,Fatima Harris,Full Stack Development,2022-09-03,2027-04-06,803181995c6ca0c305441c98c5d5b4425eee5eeb075ba7d9ebddc216e1fc90e8,0.7173838088493777,1215,0.9869988203626423,0.8739895259256436,0.8448839894062504,1,3,31.666851680472664,0
Stanford University,Karen Kumar,Cloud Architecture,2023-06-28,2025-09-29,b3280f3bd447df871d13549fc0d5ab85dd1e3fadd33285fdbf729f1b3404e6ab,0.7993114728363654,917,0.5715386237376825,0.8805113341154173,0.9345588513501777,1,4,105.90660495511182,0
Harvard University,John Harris,Natural Language Processing,2021-04-14,2023-05-08,4452a3430ae84dfa5eadc12b7cf918ae28dbfa0d9bc8ffb5ec3bff5fab0f043c,0.8089356704571923,1722,0.9299115107241799,1.0,0.8614628558548276,1,5,9.960061677099862,0
Columbia University,John Hassan,IoT Development,2022-03-17,2023-07-12,c4c3cbcbb377e352c93441f26b5392167801c37d8fea8d8f7c091ff7801462b3,0.7213940459462355,1385,0.7865121476039046,0.8051531515124407,0.6210567172746467,1,6,4.7136293949390025,0
Yale University,Richard Brown,Agile Methodology,2022-07-01,2027-02-26,a850ddaff72e13af814917ad06e0b080f6523d723e5f7309f3b5e1abb1569470,0.5336124582772948,1279,0.9708639135295796,1.0,0.8764516036486725,1,3,11.069937061279614,0
Cambridge University,Yuki Johnson,Software Testing,2023-01-30,2026-10-23,f85e5cde30625e3514a2f04682c3888295f74dade63fadf75488785f26a965af,0.2148,1066,0.3382,0.6398,0.3998,0,0,24.5,1
Cambridge University,Linda Tanaka,Natural Language Processing,2021-11-25,2026-10-08,d5d1eaf3a4526606774230a7bb96520fe05221d474af4b597067f212b2c39df6,0.7187994657177474,1497,0.8600691303378031,,0.8952163722699646,1,4,21.908771665934744,0
University of Oxford,Fatima Rodriguez,DevOps Engineering,2020-08-02,2023-08-29,c26e94647dc257346b84b4dbf41864d84b6fb52b033132844ed72d72a20cf88d,0.7125659405791147,1977,0.7967521660994343,0.9210161874828037,0.965261966747118,1,6,39.91077324330695,0
Cambridge University,Mohammed Kumar,Mobile App Development,2025-02-18,2027-11-11,7cb088210099ec2a789baeac701ce453e0b3f036178cc5f5a3103ac31c30da37,0.6873528657606838,316,0.7821844646166725,0.9849384132922077,0.9877384034570859,1,10,18.223434789954823,0
University of Toronto,Joseph Davis,Data Engineering,2023-06-17,2025-05-11,6cacbb8d057cd303a7efd9b30968809e296a737e5636ec4e24ea9a5e7e4ba0e6,0.9281995432115346,928,0.6072329844436497,0.9018569122776968,0.9339968622100355,1,6,12.605395374586715,0
Coursera,Arun Ali,Computer Vision,2021-05-21,2025-01-19,15312ca2caaa8526c0d710d070c961db19d07dc90ca0a8676d9a48568600cee5,0.8558839714008283,1685,0.8040579333837156,0.8258606152894675,0.9133229971696979,1,4,3.8014149341188985,0
Yale University,Jennifer Johnson,Digital Marketing,2025-08-08,2026-11-13,2f688a6b7b126351685b805b95a2b579903d1ffdcb041b4b6f294e03f3627850,0.8196049003689794,145,0.9461315402762367,0.998485979371043,0.7595949970741561,1,7,28.399339299980443,0
Cisco,Yuki Mueller,Natural Language Processing,2022-05-18,2023-08-09,28d4bf60f67d36e8ace8b3cb0c047b543ba1d90dd3c44c475837d6b14a23398f,0.6039430436299529,1323,0.8311715810583182,0.9085298698634824,0.7481086897898667,1,7,76.09149905442793,0
Columbia University,Susan Thompson,Cybersecurity Analyst,2022-03-18,2024-08-03,3b4815aac4d1f28dac0d5042076f6996cc63f5c36c2c95bf0efc2681d9fb4657,0.1272,1384,0.553,0.7043,0.4094,1,0,41.85,1
PMI,Karen Ali,Mobile App Development,2024-09-18,2028-11-22,23c3a524efc814a2c70f6236b4eafa44c02474b9cbf74ecd3f409b52d9569af9,0.643231223573865,469,0.7602810092074974,0.9206760226271593,0.8740995006873966,1,8,35.54956997899893,0
edX,Joseph Chen,Robotics Engineering,2025-04-02,2026-05-20,51b48c2985c7597447a7d6a56ef7d372d89a2b649d3284baa0fde4a26f6979de,0.7812333303497271,273,,0.9345461372771957,0.8492237437909289,1,8,175.31873226882,0
edX,Elizabeth Rossi,Cybersecurity Analyst,2022-12-24,2023-12-25,2f9f9a71a5daac8122177955862affe11f52aa0d3a5e4590417d90cf4828e3fe,0.9011105855527509,1103,0.9731934390002647,0.9234058578511497,0.9754781632667257,1,9,19.978779766824616,0
NUS Singapore,Sophie Mueller,Robotics Engineering,2021-04-16,2025-05-24,39678bc0f87ba27b0c8d8578f6d248b2393526600a3e3eb826bc1b89a3fea349,0.8958086825821621,1720,0.7483493732453419,0.9678431338288719,0.9039614448467542,1,4,1.9939815802345224,0
Google,Pierre Dubois,Software Testing,2022-02-12,2024-10-05,bc7689dada96a1093c2b257f47a2ceb30286937017657898b2fb141d93447fe8,0.9467906777782993,1418,0.7625204169255728,1.0,0.9644104503961729,1,3,53.75769973893656,0
University of Toronto,Mohammed Martin,Quantum Computing Basics,2022-05-15,2025-01-22,a1985c06fa65ded9b8c70ac20d4d6e85dfadd13fe6c54b63e8c5b6b3faafca2a,0.7377210674354887,1326,0.5082351573467304,0.9303312619144667,0.954263253256783,1,3,16.43445978909404,0
University of Oxford,Christopher Thomas,Mobile App Development,2024-12-31,2029-03-26,2121a4f02ca9c9f170b5dbd28da1a51965498ee268e48913a1c652a7f7219383,0.7908951630895386,365,0.8364700194290198,0.9491870296026463,0.7913560199445328,1,5,52.32144824018292,0
University of Toronto,Patricia Jones,Data Science Professional,2023-03-13,2025-11-03,d8c0ec76320e2e4996223d5675d28478ffd96b3bf42f36d99283c2635eb7fb24,0.799403437394798,1024,0.9648512836536357,0.9270681570950289,0.8966507064512055,1,6,21.21262304452776,0
IIT Delhi,Joseph Rossi,Data Engineering,2025-04-26,2028-05-22,6e984d0016e6de8c3587581c6296ef5e81f9e6f7ab8c7835b2f53458b22d1f00,0.5212148072368314,249,0.8449414022571262,0.9802308723949101,0.7275087283292405,1,4,0.3270567962056039,0
NUS Singapore,Pierre Jones,Cloud Architecture,2020-05-07,2022-03-27,8c71b429471acb1890c163b7dae7da1f2856cc6ade75610488a22eb00f03a120,0.8149897739856338,2064,0.5012745456959353,0.8352413159185185,0.9201530896149331,1,10,27.59772863744574,0
Adobe,Ana Smith,Database Administration,2022-05-04,2024-01-24,5568d12526a7245e18f932c2b354b50638be05c9bf2a420551f66a8202fe14cb,0.8589288913420668,1337,0.917524447678493,0.9958052455678584,0.970326189513917,1,9,118.66213884631463,0
edX,Jennifer Wang,Project Management Professional,2022-01-15,2026-02-20,a2db7426fb52c3e89f959ec7249afb4776fd108d0be738b8577c1de161cf67b1,0.880061732908553,1446,0.8150809691091349,0.9517588913777907,0.8945683610689276,1,7,18.624993549364056,0
IBM,Mohammed Chen,Data Engineering,2024-05-17,2028-07-09,0cf73c3a5475a53ea4760a784dc9be2ad5ca5fea5425b81bc602f81b9b46a70e,0.6565852302320594,593,0.678775160587598,0.8660916482057012,0.9002497011946793,1,6,58.28008692490096,0
Microsoft,Karen Smith,Agile Methodology,2023-06-14,2027-08-12,a3406063a7c94b39368cdc151ec289fd1a82b9ca5e8f4f7a696e932cb47109a4,0.8222542007446123,931,0.7800289077160174,0.9550720566311552,0.6218381293383846,1,5,43.69576967102114,0
University of Oxford,James Tanaka,Quantum Computing Basics,2021-12-29,2026-03-17,5f21ede0af3b451045ac88b7e32f181d4425ff34f8c29c1372303c8033651c69,0.9814000110424673,1463,0.9114798055910923,0.9114975993895088,0.965418206186163,1,7,23.931371914048405,0
TU Munich,Fatima Wang,Network Engineering,2024-02-01,2027-11-27,0265f1178c4ac33ddeea55e64c035c4b9f40c50b1bb1af52110a467d697bc3bf,0.6067301080442475,699,0.8150495801118648,0.9489870088159408,0.9923878958162538,1,7,14.091198724488304,0
PMI,Christopher Dubois,AI & Deep Learning,2021-02-18,2024-02-09,ab89537605ce60e523aaab56a87c32e1ceb051d6cab9d239d20b8382191c3738,0.7462122892189414,1777,0.602626019425714,0.8081914782325735,,1,9,9.996016597271124,0
MIT,David Wang,Software Testing,2020-10-28,2023-06-19,6df78c229f9c4d7bcdb082b59c3fe31c47f4ae1557378029bd6c22139ab02e48,0.889096338491238,1890,0.9628578005957218,1.0,0.7676035956790858,1,6,18.61998274058565,0
Cisco,Joseph Harris,Natural Language Processing,2024-04-14,2027-04-11,0cd761cd2eed1182be7c9e6f75ddf3144e14d15a92540fc4ac7340e400bc5b9b,0.9862813181201086,626,0.9617041483956589,0.8983655713299903,0.7822225040297155,1,5,8.153677702669219,0
Cambridge University,Arun Santos,Network Engineering,2021-05-31,2022-08-03,d6fa8742df25b075852e40c3ca68b524addba6abe0f1dda6d61d106024f07369,0.6457270421848695,1675,0.9233225490934284,0.9090972996894047,0.7957276087280482,1,6,50.78070306158664,0
Microsoft,Ana Martinez,Blockchain Development,2021-06-16,2025-09-04,43df05347e1d689eb510fc01b047bfdffac02e60f8550a724b0958720b6d322e,0.659401826823967,1659,0.7049583383546564,0.8736280982896467,0.5977593424114304,1,9,17.536757535246732,0
Udemy,Wei Santos,Robotics Engineering,2021-07-01,2022-10-12,cb1d241dacdb51aaa762558088730348616d6897bb4383cb9bd8d38524502141,0.703241051793972,1644,0.7672555058453233,0.97534747985691,0.9122746613499766,1,2,28.44817562262189,0
Google,Sarah Rossi,Natural Language Processing,2022-02-09,2024-09-20,90e09c6c8068719390311b9fe953e3719666c29b0e8aa6354665b58392a97ac9,0.8608711736034513,1421,0.9073741335933904,0.913066162536847,0.8875683470331853,1,7,62.167546492148155,0
Adobe,Arun Anderson,Agile Methodology,2022-07-15,2024-11-28,43071a9f70dcf2c4e0da77086cc7c3130e77609e3e0e95c5e8df5eaa56fdabc3,0.7489574790903518,1265,0.8717526150333558,0.9909570407803066,0.9266772885495773,1,6,13.095003278914337,0
Adobe,Sarah Martinez,Project Management Professional,2020-11-12,2024-03-17,c4a5bfadfaa19f475c1f3e54510945467445b605518d34a4eb973b016be8c86d,0.5055317840191108,1875,0.9918507244861825,0.9317888670402984,0.836529754650982,1,3,11.876759943713376,0
Google,Linda White,Network Engineering,2023-08-20,2025-01-17,db1f2d851566e5eee033f90a7a8b9164d2d09c8652ddb4da30684de45180c991,0.7339882978227349,864,0.8710404843525014,0.9086032210577923,0.8599750600432011,1,5,62.98059042294398,0
Cisco,Patricia Brown,Blockchain Development,2025-09-09,2029-03-17,303361219da7a89c987590bc1c64b3f131126720838e601e1e26de3252342f53,0.6023580434374606,113,0.8774454070611447,0.8996294354720813,0.891439077711269,1,7,0.06094923074329789,0
IBM,Sophie Jones,Big Data Analytics,2020-08-30,2022-02-13,2310c1a9c7bfdf0be406939b8920b18663a3d706167dd4babcff80a79fb47d00,0.8477016303654125,1949,0.4837458667089265,0.8373883079848039,0.7868818555618593,1,6,64.06060373543451,0
Harvard University,Jessica Martin,Full Stack Development,2021-03-14,2023-01-24,fac76f8e999c19641c802f20756a42f6e8a3bc6cd68ef9e0efca91e65a27c2e6,0.6806169286037008,1753,0.8716952331844204,0.8754551548004357,0.9444602514934226,1,6,0.04332219703076511,0
Adobe,David Rossi,Cybersecurity Analyst,2021-09-23,2026-02-06,4c0c704682cc096375d266fb54e3615d5ae18337b1d0422c8a1e97a9c4fd2d7c,0.8574018788971179,1560,0.8779231008283068,0.8937017055137428,0.8532763526630336,1,4,16.924401895662463,0
Yale University,Wei Rossi,UI/UX Design,2022-04-05,2025-10-25,d26899294c8fe2177af7d0833f6fd7071e772bf9cb94d0766975354bfa92716b,0.8255212992687481,1366,0.8314574477286794,0.8962404466197968,0.6227357011698067,1,6,5.420490929498868,0
University of Oxford,Elizabeth Ali,IoT Development,2024-02-29,2025-03-11,6c5b034ac5a5cf0bcd7fb31d169407768399a27b11e9b6be829a6f39bf4c7072,0.8626215088833936,671,0.7830554757274285,0.9429590039614218,0.8160974246757775,1,6,35.86231370678656,0
Google,Karen Mueller,Blockchain Development,2021-12-05,2026-01-05,3a617f247da5416e6c77e7c9b00b75a6a524631977c80f4ad498a8037419dc1e,0.8534164285549876,1487,,0.8870763202369373,0.8680047905800542,0,7,57.63218286810963,0
Google,Karen Thompson,Data Engineering,2021-05-27,2024-08-14,e31c3c0d0bced970ef158dde73391dc91beb8ac0318a824cff1d64258296ad51,0.8191668272542091,1679,0.9256708847914502,0.9553218349155727,0.9699631165838489,1,8,53.63254306104624,0
Coursera,Arun Thomas,Agile Methodology,2024-11-26,2029-08-16,e80415d89e5478106e413f7d0548e52ac8260f1f83cda43d47088615b415e20c,0.8477645841488661,400,0.953822067554033,0.7914275348671787,0.7604039725846649,1,6,48.7635702141053,0
Salesforce,Thomas Tanaka,Business Analytics,2025-01-25,2028-11-12,c197112376a74f67d00d02140a0c91b77219630adba9ae77821959cf68bd08f7,0.89826603429517,340,0.526766448217023,0.8303866897108071,0.8411844534232713,1,7,22.159607115384564,0
CertForge Academy,Richard Smith,AI & Deep Learning,2021-10-06,2026-06-30,e46c55dfb59da810daa89af6cbb0358f483d0ee6aa9f9ca6273da8782f39654d,0.1427,1547,0.0607,0.6315,0.271,0,1,130.79,1
Cisco,Susan Jackson,Network Engineering,2022-10-17,2025-05-29,b5fae4d4aab08b44d4a45b1e6a450e2426e98714e668a28fa55fc41f2c7a0fec,0.0464,1171,0.1632,,0.1062,0,0,294.39,1
Johns Hopkins University,Susan Rodriguez,Big Data Analytics,2021-10-16,2023-05-16,857e870de71991ce62fc1b4c78f0c06a6cec21cc209db62c4b097ea34d56020e,0.804856238232722,1537,0.7109375521075255,0.915885411686597,0.7880689139460451,1,6,58.379501376004406,0
Oracle,Mary Miller,Software Testing,2020-02-06,2022-03-01,2c9cd0ec7b744d9582bcc6440c2f8c83e1bdb737f99f599d407338eac36bb0be,0.9018697820007072,2155,0.912943072333236,0.8429457673089519,0.8688080269523104,1,9,55.69391663256021,0
ETH Zurich,Sarah Rodriguez,Quantum Computing Basics,2022-12-09,2024-01-05,5569ffa7edecf544bae6b7f7dd63f02966b133e8b064d5d89712b13d66d1cbd8,0.4648648688788027,1118,0.9751729047955495,0.9156821421016408,0.8676730670640895,1,4,71.26597344583121,0
AWS,Mary Santos,Data Engineering,2025-09-10,2028-02-26,0409466f0106eafc901fcdbf15cc51af297f01bc07a9e0dbd482bc1364c46625,0.8641044182829405,112,0.8139996043329104,,0.9537499224432018,1,6,50.4580840042536,0
QuickCert Ltd,Sarah Santos,Robotics Engineering,2023-12-26,2026-02-09,b2994bf9a0b2314d96ce286f504c92e2040134dc07e1678e380c3bfe8d2b237d,0.1135,736,0.4269,0.9362,0.5,0,3,0.85,1
QuickCert Ltd,Mary Ali,Database Administration,2026-10-27,2027-10-16,e6c2ca69d486b717a58814cf703d3556121f5748c0e1119ab454ccbc04f45d01,0.3217,-300,0.3396,0.622,0.3102,0,1,68.49,1
ETH Zurich,Ana Rodriguez,Cybersecurity Analyst,2023-05-29,2027-05-03,e97c5fdde0ad6309dad0657a3dccae727bc3439863c75676b51b0dafbd9297a5,0.8561363458173915,947,0.8003447668083126,0.9518271019037834,0.6975421385118904,1,4,1.9578610828644065,0
Johns Hopkins University,Susan Wang,Data Engineering,2021-06-24,2026-06-02,8cb4729256ec2b92a331ad730b495ec23ae8a2204c30b8ae6fe0fd078c30d9dd,0.7175809162739317,1651,0.7927055891433628,0.8726843088626102,0.41457082988932775,1,5,21.83307330095176,0
InstaDegree Corp,James Wang,Quantum Computing Basics,2025-01-19,2029-06-25,7eb942f9ff24071b8983d2dfc0608ae23f9df8bd9b4a7ddf1f77b601242af9ea,0.0833,346,0.2285,0.6244,0.1247,1,3,89.18,1
Google,Arun Thompson,Agile Methodology,2025-10-25,2028-12-06,238535e8c3062447c626f9382cad55889c4b217695a97449cfdc2329ce27ff21,0.8633877547694392,67,0.6207787031717512,0.9485390016308068,0.9590830359301331,1,5,35.11809663196101,0
MIT,Pierre Dubois,Robotics Engineering,2023-10-19,2028-04-12,0cf50e23caa7040cea87ea3199847705913f28997622cd8cf71f119b9356a4eb,0.8726750642202392,804,0.566250382420349,0.907121598914924,0.9477941356302614,1,5,59.59561404377362,0
Salesforce,John Kumar,Project Management Professional,2025-06-03,2026-10-23,ae0f4da042ab7ba18b106a9995ec434058ca69ff744c29caa6945cb22141222b,0.9490554437528096,211,0.8746741909911565,0.9355197892740995,0.9609135852843311,1,7,4.054948273898028,0
Coursera,Patricia Martinez,Robotics Engineering,2022-04-28,2025-12-13,b31a05042e88f8376c84fce054394bf083a0cec1d1e317824637829900f404b9,0.8420000155775361,1343,0.8970906464829425,1.0,0.9400127399923105,1,2,4.53763936504417,0
IIT Delhi,Sarah Patel,DevOps Engineering,2020-04-14,2021-08-21,3817a38d1c0d2b733f9e7d01f9a2c997e331886eb1fb853d752f32548cc0550a,0.8635632127208859,2087,0.8953954001091667,0.9206082006858181,0.817180084171078,0,8,15.353939758619253,0
PMI,William Thompson,Mobile App Development,2023-07-17,2027-09-26,497fd617540aa0d98cda6f2b3dad12a189ec8e127c0110dc7f050e497cb2f6a1,0.6409136493837049,898,0.6446700017862504,1.0,0.9055045021220375,1,6,27.398990021793487,0
Google,Richard Davis,Cloud Architecture,2024-10-20,2029-02-27,b53650d4237e7e77b106e4672dd4a4ad644c6a4c11b9d68ef26bda41376989da,0.8023560951528969,437,0.7693257957321327,0.911587182859253,0.9730433127070303,1,7,9.478149278797634,0
Johns Hopkins University,Arun Martinez,Cybersecurity Analyst,2020-01-16,2022-09-03,1c0b2b76474b2427686b759be1080adeefd9bdbe6eb330b66b53e6b149296072,0.8238151869029254,2176,0.7642836529162313,0.9502815815872361,0.9182387396401658,1,3,23.799167412790382,0
Oracle,Mohammed Kumar,Cloud Architecture,2025-09-25,2029-01-10,7033b3ce1a4c879fd0cd94e2a0b78c1a499bd7cc6a62d414dd8a0e47d13d935c,0.6750711855724919,97,0.885933597994289,,0.9882934927130598,1,5,65.83864476714876,0
IBM,Pierre Wang,Big Data Analytics,2025-06-08,2028-02-09,227ef77f4b5bff515074004a7f40aa294030676c18becc6575ee9d8f72fb6641,0.8042947999317098,206,,0.9304766485738623,0.5405595032138547,1,11,35.813114368667826,0
MIT,Patricia Mueller,Cybersecurity Analyst,2020-07-27,2021-09-08,6245458899b1b52f59f3b5c30b2974b5717c6c70057401dbd67057a69524a177,0.8720812510687785,1983,0.96113833359644,0.891818471510826,0.8971221222546345,1,2,21.093722619198747,0
MIT,Robert Miller,Agile Methodology,2021-01-14,2022-10-12,0bc15942a45372b80d01e84d24f7d2036a337fc1cd9c3aeb79c433d4bea2ca03,0.5295848159970954,1812,0.6941291549332538,0.9003806328122314,0.8417495865104536,1,4,27.431793150819992,0
University of Oxford,Ana Garcia,Cybersecurity Analyst,2022-10-27,2027-07-02,da269648c82ba75f1632db64071151b16c1ffe96fd9836f377db89a4af7d0b74,0.9660167504437719,1161,0.7375801486852217,0.9718726910556046,0.9392959296826189,1,9,21.55137122723788,0
IBM,Fatima Patel,Network Engineering,2025-04-21,2029-08-27,a18183b59a305957d501bb8bb7746c02e275c548be8666b69a597b4f0a3bee84,0.8027537257613765,254,0.9532396035774794,0.8686218471577986,,1,7,2.904648659812003,0
Udemy,Arun Smith,AI & Deep Learning,2022-11-18,2026-05-09,8abb230ae5dba4b39414521322d3e60a1895f6906610378aa997d616518e9a39,0.839346875320202,1139,0.7548461647245321,0.9169648011124798,0.8438286965406578,1,3,1.6013600085678494,0
Coursera,Linda Harris,Computer Vision,2024-01-07,2027-03-10,c6f985a8e31cddd9120317e6f453dc7c5b13b7921a1722e884d751b52470cd3f,0.7654566812533248,724,0.8426641848811335,0.9900991410339565,0.6861989605995796,1,9,3.581173051593475,0
TU Munich,Mohammed Jackson,Data Engineering,2021-10-10,2023-05-19,20fc0fc7da82be2038c8a09b7ebed05d3f44574d76aa1e85685d26dc597c8798,0.877261943761113,1543,0.8097154084293373,0.9100940881945346,0.8722504611264216,1,3,21.958984029836895,0
CompTIA,Sophie Patel,Full Stack Development,2023-04-26,2026-07-17,57c4548e2570b45593e7927803c7da1fcc2783d307f7e81e8fa45fbb4f87f3f1,0.6992893891945909,980,0.7946916769899416,0.9771772065008805,0.7871232717185597,1,7,10.364192045603225,0
PMI,Ana Davis,UI/UX Design,2025-10-14,2030-08-16,4be5cf2a777189141208e539faf614fdd91f2774294850b64817daeed75a40eb,0.6439682916861167,78,0.7293361804852165,0.8930635894723072,0.8702992975434962,1,11,17.14727179005365,0
MIT,John Johnson,Database Administration,2025-11-07,2029-10-23,f9672804d1b3044e00a92618dcd820e560e9f0a90f3d15424d49e44a331fd9da,0.7639689200280653,54,0.8943389668296117,0.9264852199080703,0.7667861297615514,1,3,10.868197696485948,0
Coursera,William Johnson,Software Testing,2024-09-22,2027-06-26,0fc75558fe37e6e9c6267510d8c761cac7df23b190dadb23855502dc08ad034e,0.9598714223574809,465,0.9002695537428816,0.9879018821086106,0.8718257215317556,1,8,28.714773251142166,0
Adobe,Mary Thomas,Software Testing,2024-07-27,2026-12-19,fb83a08c5c3df50ac8a945e0bc64f52a07bd17c47a789c59a75ea08335c50ef3,0.9195253799872414,522,0.42907619113214546,0.9863118870492191,0.9654171061583713,1,4,41.003427128706875,0
Yale University,William White,Computer Vision,2022-08-31,2025-09-16,0b3445db90b675fceb5527f07ff506f1a62ae8b1c7cf19014e78dcaa8c3d45f3,0.8144405024857767,1218,0.9826739809615526,0.9715600254191393,0.8426622001421393,1,5,38.02712608646432,0
University of Toronto,Richard Mueller,Robotics Engineering,2021-05-13,2024-11-18,e9b50cbc3dd65d2347d0934c0ed3670247a775cf92e198390a0fad35e80fbd4c,0.9464111452109729,1693,0.8971347704094923,1.0,0.897774765667273,1,7,91.73698420564982,0
edX,Priya Dubois,Computer Vision,2024-07-08,2027-06-03,0aefab7195af992a0e7b19936c0be31db3b83d957c13b36dcf75214aa022202d,0.5759896849605071,541,0.9374356200945053,0.922854393296928,0.9390694386806635,0,10,33.11525628310324,0
Adobe,Elizabeth Johnson,Project Management Professional,2022-04-03,2026-12-29,437038fc7bfbedeb46e0d031a9bbc84f3bb7b09882edd109374358d81f42ac07,0.9627173055130936,1368,0.7329790481907572,0.8928863349068862,0.9743395292712089,1,11,6.989015772456357,0
IBM,Linda Martin,Quantum Computing Basics,2024-08-07,2028-10-05,da5a1c086ed0f4e9b78b401cd569df401f871388c19ebf82edbe864748a8fa95,0.9122667031325309,511,0.8730970021004314,0.9593292743213336,0.8879711064423583,1,7,3.927779905429101,0
Johns Hopkins University,Fatima Anderson,Digital Marketing,2021-04-22,2022-06-26,9078988f9ce1a8ed4b96d66e1d70debf8cfebfaa83451f9f0c0de77b7840c6ab,0.7148010677119141,1714,0.8216514237561514,0.9844352528887905,0.8257885201622243,1,3,39.726053324834616,0
Adobe,Robert Anderson,IoT Development,2024-08-01,2029-07-19,ecf5c8ed50cffc69b9eb6aaa7cc89c4fc5493832fbd779a0d08192f9b9372ec6,0.9657713359114948,517,0.9516880958953227,0.9359579224482864,0.8600753428292652,1,8,2.61536586112005,0
Stanford University,Mary Taylor,DevOps Engineering,2025-04-08,2028-08-03,3c32fb4b027b534dfa2da917ecbbc411781b6d0e34578f8847652f5a3c116146,0.7995160187113022,267,0.9632416007719633,,0.9792494274720419,1,5,54.207058655105584,0
Salesforce,William Johnson,Blockchain Development,2021-09-08,2023-04-06,6c9d74aeb2a510e4eb5e853b3e1b733cd44bd9def66bf9ee530589427348ee87,0.8391903208020081,1575,0.9446011399681585,0.8749278228120392,0.8781406597401257,1,6,0.2501722327588311,0
PMI,William Patel,Agile Methodology,2022-05-24,2024-11-14,ef031ca0e7243e840a925f371c37ed61a0393456a486f5b49225f5a878d865e9,0.8928516488875119,1317,0.8954150516971288,0.8500405149309068,0.8373128927831137,1,9,1.109225528501361,0
Harvard University,Mary Dubois,Software Testing,2024-03-30,2028-05-10,a353f96be7e33cf1a48e4f28481c6876dce9c94ffeddbe7557d5df2c24951c87,0.6966901378290478,641,0.9318132411562984,0.953786429506851,0.8929355625456928,1,5,44.904709285760376,0
University of Oxford,Ana Mueller,Digital Marketing,2021-07-28,2024-04-13,0d14559a8db4812faa2e4ae0c6c59fc10a54ac13bc2a7a9c74a92a8f3d5ff48f,0.767554217643876,1617,0.7350992519320179,0.826318310866087,0.9275610361905285,1,4,13.846366270678232,0
edX,Fatima Mueller,Network Engineering,2022-05-18,2024-02-22,912e0281e8db859177a57fc41a1e64de7b6189242093211c57d446c51df27e7e,0.9332574637920904,1323,0.8972021808549187,0.891868807368601,0.84691205516237,1,8,7.769631708140316,0
IBM,Patricia Santos,Quantum Computing Basics,2021-12-07,2025-09-18,dfc7351b1172404feffcb1e52369afa6147fdf7b5acbed187392e73591b50ef4,0.5976697202044796,1485,0.8714594154977104,0.8499122437768716,0.8754787251631002,1,10,21.366502872517625,0
IIT Delhi,Christopher Santos,Network Engineering,2022-04-23,2024-04-28,e599dc5dd75b9e6710b0aeb6e262edca89e71e397a54a651e002e3e17527ca7b,0.5527169020327997,1348,0.8794041810980019,0.9199832247390098,0.8063642117636478,1,5,4.17365206988312,0
University of Toronto,Ana Mueller,Robotics Engineering,2024-07-20,2029-03-16,8a2a17a19286ea33c2776ab89a3a5d8ac9deaf43b1a45d830dcdea044555b977,0.9206608258483143,529,0.5658841586933767,0.9197928588391192,0.8579161590856861,1,5,119.56650544290389,0
AWS,Ana Garcia,Cybersecurity Analyst,2025-05-12,2029-11-30,10dae664e8b1b952c1cf2ece1b00a035b7e0993f0fd9c9a898f7b6d46fb0056f,0.5947930329413952,233,0.9260642677293788,0.850138126421111,0.6452776885567304,1,8,61.22451413056824,0
Columbia University,Mary Smith,Big Data Analytics,2023-04-26,2024-09-06,022d7e1f6d96ac86b66c855d95453fcbb2c808a302e281cdea7378a4005a8659,0.7826251857854076,980,0.9808304745495652,0.8769367113660363,0.8141905517933546,1,6,6.969153986386398,0
Adobe,William Tanaka,Natural Language Processing,2021-04-28,2023-10-08,29256923eb36c53e779a8de5245fa3f2abb1206082bc9218f69198a15dcad4e2,0.8678632015636559,1708,0.6701315370258194,0.8553646634758787,0.9611474853158458,1,6,80.11357460689827,0
Adobe,William Thompson,Software Testing,2024-09-08,2029-03-13,ef969268c3ea5d02f46cf0761cbc12dae9e9c745be54ee6d09eb05d070e116a5,0.4853703237099482,479,0.8757924668188144,0.8945285137173321,0.8639534994607585,1,8,70.15992326450697,0
Salesforce,Michael Martin,Data Science Professional,2023-06-08,2024-12-02,17c4d8399e5e85ffa0c5c696d1f7c5cc45abf624bf540c5b06c73a9e7ce42a67,0.820623260100389,937,0.8031120926650062,0.9465016699558038,0.918971308210567,1,4,71.2716763785064,0
IIT Delhi,Wei Johnson,Cybersecurity Analyst,2021-03-31,2024-02-02,021e09116e20abe15a6aeaaa2a3a1283411c6af6deccb58fefe1357384b5b2d7,0.7533101285325633,1736,0.9423238142461853,0.9769384063671149,0.9779787877215484,1,8,10.12136508667297,0
University of Oxford,Patricia Hassan,Computer Vision,2021-07-02,2024-11-06,52e3635e8a,0.1326,1643,0.4,0.7041,0.1389,0,0,130.21,1
CompTIA,Thomas Williams,Network Engineering,2020-12-25,2023-10-03,13f009b25900a406a522d6196f3cdaef4fdc3582387eb0e315943e2572933fc4,0.8586149918436105,1832,0.8534330425165176,0.9105837263148493,0.7679016710799579,1,9,55.63030572631778,0
CompTIA,Karen Ali,Computer Vision,2020-06-05,2024-10-03,e7948ec7bff2e4a0facf70f54aadb4cf98aa7ee56221345ec3a70cc4e58a05d7,0.8051247777301753,2035,0.8754348851886158,0.9478154352810173,0.9359117915486183,1,4,67.83965848424026,0
edX,Susan Ali,Data Science Professional,2021-04-02,2025-06-13,ea936d0fa089a222ef3468783250aaec13648871bcd9a12c1969049cdb31bd98,0.8446541577184601,1734,0.9597605985659278,0.9702193197802811,0.8140365638180064,0,8,33.960930402406795,0
Adobe,Thomas Williams,Big Data Analytics,2025-11-04,2027-06-05,6dace3510e439a56c6e3b19e0f739f862ae7a4cd0f29f471727081fcf90343d7,0.9150550686554386,57,0.8617512749446181,0.9284751223285059,0.8844185374761832,1,1,101.37492565127505,0
NUS Singapore,Wei Anderson,Network Engineering,2023-03-17,2025-01-28,807230af45f97bb20fed3382a7ef6521b9ba11a50463c6e786814d641aeaf0d9,0.8060092783628534,1020,0.9113991063107328,0.9009395063334247,0.7000230291197408,1,11,32.88341442637321,0
PMI,David Patel,Computer Vision,2025-02-16,2027-04-09,16a2af3bd5d9d04f447676d44b5c89a26664c077a0029047f3454ed3a8e8e0c5,0.8083479540462298,318,0.9448956984645234,0.977747995466534,0.8324476916987699,1,10,0.4856419042913332,0
PMI,Joseph Mueller,Data Engineering,2024-05-19,2028-11-26,bff1d61884901a7465cea38bdb6be711e4caa83a3621effa9d4c15d3924c707d,0.8189766797948956,591,0.757268228620721,0.8639633192274128,0.8889115115855425,1,9,19.825380496758427,0
Johns Hopkins University,Mary Anderson,DevOps Engineering,2021-05-16,2022-09-08,32b9cae50c3300b7db6cb4b2ad7a7bea541a573ae859349fed3d6b20bc200a17,0.5322557664372868,1690,0.840747014393468,0.9239391385865343,0.9192693270295457,1,4,32.63665218129624,0
IBM,Linda Santos,Data Science Professional,2022-12-17,2026-08-03,fb5170f12f60054580e91b34c84671215f52ecb0c21fef730c5b67c68be92814,0.81276620411866,1110,0.9594942741267629,0.9816300129752963,0.7801852189623961,1,7,13.197431166267583,0
Salesforce,Robert Harris,Data Engineering,2025-07-17,2028-08-13,5bc9571e16b7469121982ac530ded8b30c9872a161fe0e4a98208592a429aa79,0.76374844646218,167,0.9856209562709369,0.8314636521103604,0.9550654112027254,1,4,49.14675643285308,0
FakeUniversity123,Arun Garcia,Software Testing,2023-07-08,2027-06-01,553004bba339c7377faa32c625ee40ee2ebedc83cd3f5bfdd97925aaf030244d,0.259,907,0.6447,0.6166,0.395,0,2,114.37,1
edX,Wei Jones,Quantum Computing Basics,2023-05-27,2027-03-26,f599ca97aa827a552f0f25f3960d344c4ca9739a573c10a2589b895e1117db29,0.727315585527601,949,0.6938385721459774,0.8291121701273491,0.8967766471901385,1,6,2.1467870601386334,0
Yale University,Priya Dubois,Software Testing,2020-01-07,2021-06-01,d375953219baf1b2517599876d4985ab60e058f84edcb715a359aa14cf26c8dc,0.8561617489410979,2185,0.6574978633581103,0.9221609777472582,0.940465838389591,1,2,96.25009066387442,0
Salesforce,Richard Thomas,Data Science Professional,2025-08-27,2030-05-03,d4fcb40cbd5a0332369d4be6e8d63d397ed1f263493e95503a4dc0914ff03b2c,0.9101924929877959,126,0.7338557784456036,0.8834205678592815,0.920483741128152,1,4,31.356807395760207,0
CompTIA,Christopher Jackson,Cloud Architecture,2022-03-28,2023-11-29,c310ffa09ebca8ce3f1b30b6236e7c080393676c01b9a642d235664695ae2027,0.7056262873241326,1374,0.9460605054475758,0.9634750935563717,0.9251525827015558,1,5,59.62177269247855,0
Yale University,Karen Jackson,Full Stack Development,2025-01-04,2027-05-03,967851d35975ac02673edf743eb48f3d30b52a2550344d9cbe6ddf707b4ea97a,0.853146119098367,361,0.9033115241305126,,0.7075017852551843,1,3,21.09883593728833,0
CompTIA,William Jackson,Natural Language Processing,2023-10-27,2025-09-01,0cbc7aa2739f7fe4a1573eabbba554dabc4cca59050de0703c7cddbc0fc504e0,0.8860462009014872,796,0.9291557347585181,0.8925800251788756,0.7020102352888287,1,4,7.173804024815107,0
Columbia University,Linda Thomas,Big Data Analytics,2022-03-29,2023-06-03,0b042d273d7c1c4ce352bdd1cc25e3a14a533c01ffa4e63129f8a9330d4d5bf8,0.8444486146314304,1373,0.8367596921872796,0.9151770084275651,0.9307190739960798,1,5,5.318482169689059,0
Columbia University,Mohammed Tanaka,Quantum Computing Basics,2021-11-17,2023-08-22,0f326901012c66dd1af3b07fb3a82d2c82bcdfc7d69e36f9e24720601fecfc38,0.8642830772901328,1505,0.900112185079015,0.9009356167979482,0.9849470325529361,0,5,30.33024877537059,0
Salesforce,David Martinez,Data Engineering,2024-06-18,2028-07-15,004342e6629bca5e2b0c0a381cb64813353093763d2e4f5c81b74843cc35765b,0.938043175998179,561,0.7403379266187989,0.9715690187391633,0.9487941971226375,1,4,15.410052721364119,0
Google,Mary Thomas,Computer Vision,2026-08-04,2030-08-17,e7876a66d8cde7d3bf4876601b36ea963dc4a077cdaa703e1efe33d7006693e1,0.3397,-216,0.2501,0.5151,0.0613,0,0,113.54,1
Adobe,Fatima Ali,Project Management Professional,2021-03-16,2022-07-19,ca0b28d09fcc1f4e6bf0972f44e7d4f5515d9a18f23c3d5ad7a9306c3d247eba,0.5673930966157265,1751,0.8530032946335222,0.9748335443748065,0.8282794424205483,1,10,78.14370214004073,0
Cambridge University,Pierre Rodriguez,Project Management Professional,2024-10-23,2026-09-11,beb38fa244f6dea5fad9003d11934188391ba91de1bd51d84908851dd478259d,0.8719959036215974,434,0.8920095550060216,0.9341149736711132,0.8546392395740817,1,6,17.264582867519977,0
NUS Singapore,Sophie Taylor,IoT Development,2025-10-01,2026-11-06,5af1fae0970520e103de5e2a99b89ebc07cf179666378d2cfefe61af3a61a3d5,0.9820238745385768,91,0.7618594959281502,0.952545112578697,0.7834827289585274,1,8,70.44354644806232,0
Cambridge University,Thomas White,Computer Vision,2020-03-29,2024-10-11,17234a436e0f432ebc7bcb0db96af7a1a77f759a82017c1af6f9f278bb81d358,0.7920917857369623,2103,0.9112717184380975,0.9518828085106318,0.8732912210658461,1,4,3.201016895651391,0
Adobe,Karen Thompson,DevOps Engineering,2024-03-16,2029-02-28,6db94263700ccda982edaac80bbb7087b14ed2160bb1042f062f82333c6dda88,0.7334974880323314,655,0.6669900475900847,0.9326197356485433,0.7208991901808213,1,6,41.33696420619061,0
Coursera,Sarah Martin,Cloud Architecture,2020-08-17,2023-10-26,c620532bc43956c61a57f170a86671ce03a30fe0b6654c0e71a6dc7dc338ca7a,0.9410833623764487,1962,0.9109104266887093,0.9672159343621107,0.9101263673986488,1,13,14.494301684093807,0
University of Oxford,Patricia Tanaka,Computer Vision,2021-10-06,2024-08-14,0ab7b097657b260e09eb4b1f2646ceec9d34170d565c3f16f26e5f39bfbf0208,0.9087609674530412,1547,0.7614105716582705,0.9823430263786684,0.6101027450373175,1,6,54.68792836606137,0
Cambridge University,Mohammed Wang,Software Testing,2021-04-19,2024-04-06,72e9cb6dff9b4b66bf1ac4fbc430a9328a7a42d369919370fdf8d8edeb89fe90,0.848113980663948,1717,0.8844173355737512,0.9271212338500807,0.6832927876426993,1,5,28.251721905921706,0
University of Oxford,Fatima White,Computer Vision,2021-10-03,2024-03-23,441747feeb66e12a25f5613d53e76079d6d3dd95c771376e660c78e2f973741a,0.8481186947120726,1550,0.9515898707590589,0.914132736514934,0.9799792504815353,1,2,52.89596848886005,0
PMI,William Tanaka,Mobile App Development,2020-06-25,2024-01-25,074fcef68c97594eedabaaa1ba0076236292838ea8895906330129cf584a8108,0.8824856672081907,2015,0.7316729121656387,0.8844798221364992,0.8050165879303353,1,7,8.782353977998921,0
University of Toronto,James Williams,Cybersecurity Analyst,2024-10-01,2028-11-12,6a83f77b996414933f03ac264e9a1aac6dec5230bd61f6c9a9a5e9a3feaa96c8,0.8639447217176152,456,0.8755537564190202,0.971141657134448,0.8991908379966989,1,6,54.51988751706759,0
Harvard University,Arun Miller,DevOps Engineering,2020-09-26,2022-08-27,ccced7bdf32ce7ea626b92bb173c8e2c798b217cf95f4cc02ca0eec108509600,0.9834842475759151,1922,0.9018595278130839,0.9072032685637809,0.975556868987373,1,9,43.47096003271503,0
Cambridge University,Robert Chen,AI & Deep Learning,2023-11-01,2028-03-04,aa3f478b40f8e7f3791f220c1f93fb64a78ccc3b8f0234e4f040a8a8cf996948,0.9719559107710753,791,0.865993273572263,0.94474339314118,0.9247667326527809,1,1,89.30023515104358,0
Cambridge University,Yuki Brown,Natural Language Processing,2022-11-21,2024-11-26,cace26972c9db146ba5bba8bcafeefa283daa27fce052009e6aee7cf46033d59,0.8382431234648265,1136,0.6212743324430702,0.8854255959804173,0.8824690923624353,1,5,5.654496148717241,0
MIT,Wei Tanaka,Database Administration,2023-10-27,2027-12-18,5c0b99ac4b44de02640fdaa7d091e3f4c53be207331f48b44bfa79f5b1a3e689,0.8594099253966603,796,0.9313793009907595,0.9771313873683485,0.9159280765625021,1,6,19.578035349808346,0
TU Munich,Robert Patel,Robotics Engineering,2023-04-09,2026-05-06,11e748cc3dc185b8c4cf8af04aec76c809b962ee59faf46aebad4adc22b11830,0.8388805160832693,997,0.8893694201603599,0.957521752776223,0.7857714389163615,1,5,1.8297768905383847,0
Microsoft,Jessica Brown,Natural Language Processing,2023-03-30,2025-07-14,c0fa570c5ae1020c0450c1967cbcb2db04f1ed48f9f54e8308ff5c9909e8baa4,0.8239429415694333,1007,0.913732867095073,0.9648297951146776,0.7105494060107964,1,8,25.983204879491737,0
QuickCert Ltd,Wei Mueller,Network Engineering,2025-07-09,2028-07-28,cf8d91ba6cf1b0c015084b61eb38fc5fdc8e1a9ec544cdc7358bac7d54e16a36,0.0873,175,0.2252,0.568,0.0946,1,3,87.23,1
Cisco,Linda Taylor,Natural Language Processing,2020-03-30,2024-01-13,f1cf1adb941b2b8d49b315ce690bd3b712f8d287df0a7dc9c2281e8903a7b8d6,0.9339552385067915,2102,0.7045969114822223,0.9555264352736044,,1,9,2.6384543614853095,0
IIT Delhi,Arun Johnson,Network Engineering,2023-08-04,2026-08-05,c4a2b7c746deb5b13bee6f963fbf51fc11e5a24933e5abe6b8afbdb29731a192,0.6544673843961847,880,0.8549833154263119,,0.8943994053562985,1,6,62.23441282904438,0
ETH Zurich,Fatima Tanaka,Business Analytics,2022-02-01,2027-01-03,f8d23063b061a9fb13e4ca66347b807343f9396b886dbed164bfd0d778d7a126,0.8062092113432798,1429,0.8418462436978534,0.9099965040437278,0.9390643109056094,1,7,68.76226531189175,0
Stanford University,Joseph Santos,IoT Development,2022-09-23,2026-11-23,4bd36bfdc91d05476226ebd63d2878eefbf84841e1d36d43fa2e73abe566a9d3,0.9034821694320339,1195,0.7604065319869229,0.9514374387691527,0.949954441145051,1,5,8.738907258012704,0
University of Oxford,Susan Dubois,Database Administration,2025-02-03,2027-08-13,2214c288b523a5a47a64a9b4187e543dc9404a0c808e59781cdd8967d7df2de7,0.8253631282171445,331,0.6150467283964436,0.9631855237577316,0.5022190969018849,0,6,72.69212430490911,0
CertForge Academy,Priya Jones,Database Administration,2023-04-11,2028-01-12,7b9d99437e47875ed81ef6d8bdac34f8cb4e7efa7328a5ea8f1445dda3c249b3,0.1952,995,0.1925,0.7072,0.5424,0,0,262.51,1
NUS Singapore,Susan Jackson,Robotics Engineering,2025-01-01,2027-09-13,7aa55ea3b020f4b0ab3f5ec1bc6af8ac2c43704397fa5f729c355126bce17ce5,0.9442142865575639,364,0.9465127439374205,0.8780451668743973,0.9503903348166999,1,6,63.26987375847393,0
Stanford University,Sophie Taylor,Big Data Analytics,2020-07-31,2022-11-30,055a8b016dc6200cd74b8684a24461926cf8c0c25d09a0772614020e76c48e0b,0.7533720622501509,1979,0.6803918331758535,0.9269031608966151,0.693864302040477,1,8,15.637888989100414,0
IBM,Richard Rossi,Big Data Analytics,2025-03-04,2027-03-07,95060573def16d0d32daa4629c3896e87576b84191f81d0517c15f7537ee0f50,0.673136262623272,302,0.869283045995259,0.8571879529076221,0.8551636468299857,1,7,34.97048860956886,0
IIT Delhi,Carlos Wang,Quantum Computing Basics,2025-11-12,2030-02-15,d2a0582d156dabb706258c0ad4783d21a97fa92ff7ec6cbf712c6367e7d1785f,0.8459966074039237,49,0.6402867949439077,0.9860562998331319,0.5792028985722616,1,6,18.077783076237733,0
Adobe,William Kim,IoT Development,2023-06-14,2024-10-06,8e927f97e0ff077e2f6c5f7084d02d6936b3e95ea21d6b57944726002c2b36ab,0.8319013326677015,931,0.9500154661035116,0.9052724768488559,0.8095406222841491,0,4,22.041108559349677,0
Stanford University,Sarah Thomas,Quantum Computing Basics,2021-04-17,2025-11-21,3540e50e901bf8b31ac2ed3c99cffe19da4dda219f29dd418638f605b2192350,0.8437310148047212,1719,0.9446487751181173,0.9668045641522403,0.9057908027469064,1,4,12.750349526145682,0
Microsoft,John Tanaka,Cybersecurity Analyst,2021-03-05,2024-11-27,30da86480c69b07349b5c1960a8ffafca4a91e4f398b3e2c7951f8cdb6040a13,0.8282819548150978,1762,0.6513070298911883,0.8915844546555253,0.7046272444567995,1,3,27.100836642147197,0
Johns Hopkins University,Mohammed Thompson,Cybersecurity Analyst,2020-12-20,2024-07-03,0172a4062f8c7a4b7ef6e143e510bd753b3a9fe7c0df4483a0fa3f92976a4a92,0.8358579222126354,1837,0.9919595216492708,0.8512145488023102,0.9450711124831146,1,3,16.329227403328964,0
ETH Zurich,Sophie Thompson,DevOps Engineering,2021-09-03,2026-06-20,32d45c1b12b5415b058dd618bd9ccaee4609bf0e5551106b04465c61c0988dfc,0.0281,1580,0.1666,0.4769,0.1026,1,1,98.83,1
Adobe,Arun Martin,Network Engineering,2022-08-23,2024-08-24,abcc5b30d47e774c54e5b6c47be675ce70428b02f5477a1c7fd11b8b90ad720b,0.8648072811187364,1226,0.9405654863484791,0.9830879152256349,0.9647753611487518,1,7,10.404319318853048,0
edX,Jessica Taylor,Natural Language Processing,2023-03-02,2026-07-04,7a0b7f56dc86ab58b3c2b29aa800180881baa2f9115179a51df3a0837908cc2a,0.7868321447231942,1035,0.9462070558243376,0.9318081596713682,0.8465225304585174,1,7,34.796907197145565,0
Oracle,Sophie Rossi,DevOps Engineering,2024-11-17,2029-03-27,de1bac4ef6189a9aa281e20fdf89e3650c910bb8bb661c098b7f4449341ce096,0.5314317276582977,409,0.8964985046530676,0.8997861401582139,0.8411467010103149,1,6,31.30074061721999,0
Johns Hopkins University,Thomas White,Robotics Engineering,2024-12-03,2028-09-19,9c56377ed496cfd6317de9813388c8f1c8c063db621452eb265b0a804ae72f6a,0.6029206553439662,393,0.8409052141939328,0.9889951296379726,0.8857447388597387,1,3,7.146855684925513,0
Coursera,Ana Ali,DevOps Engineering,2023-10-02,2026-01-23,44df7bd34e04a0b028c5727beac70f3f22618bd38a074ed7b92c42f2503773c4,0.9554784838071478,821,0.8053169266161716,0.8959945839730215,0.7084521996283076,0,5,11.819268824551738,0
University of Oxford,Fatima Santos,DevOps Engineering,2020-04-15,2024-05-05,b61beb70cc4c03b8b6aaaece393675f98e09671da1b90d90408648e36482fc17,0.7213077344076709,2086,0.9764897413762995,0.9475885844331178,0.9935048071982786,1,6,27.626092543867962,0
Coursera,Jessica Miller,Mobile App Development,2024-10-26,2028-01-20,b198831ff4c5b2f115a313a0d19ad7a645306b9b4470b5afe3d9495c06d052c3,0.793480120291241,431,0.7769728792227979,0.8004786633280466,0.6652064502544286,1,9,15.323562886978898,0
NUS Singapore,Christopher Brown,Network Engineering,2020-04-13,2025-02-19,3d20cb30c8f153bb72d630c030fe34ecab5d147a775a8df76302cac5d5757ce9,0.7766819806297883,2088,0.9602545140291758,0.8624842564505844,0.9660087021452569,1,4,37.22575598403225,0
DiplomaMill Online,Robert Ali,Mobile App Development,2022-03-18,2025-03-03,f4e413b55fbc6874899487d58e7ee99f1dafd65e0b5bbe1b85d9f349b93992f2,0.0723,1384,0.4575,0.5258,0.4153,1,1,38.51,1
Salesforce,Elizabeth Santos,Blockchain Development,2025-08-18,2027-08-04,0063c40669fbe5692478580860482d31208130f78fff79235481cd30276a5937,0.9593377569393542,135,0.8087241333337851,0.9072253129083809,0.8426487208087371,1,9,0.801202467138001,0
ETH Zurich,John Garcia,Natural Language Processing,2024-12-01,2027-02-11,50bfb2f36c0e79e3ecd67536f263e0d49e9c9e604c4a19d1283e8934d260da62,0.9139495702775029,395,0.6627164845988378,0.8966463150413815,0.8965569661923676,1,3,8.68623803585887,0
edX,Ana Wang,Agile Methodology,2023-02-01,2027-04-24,4590152aa8a07c4c7f2ec92a5c3211bb7f94e8e6df2e21e0e0c376b9fac4757b,0.841358891476601,1064,0.7941722711859901,0.9095435882933163,0.983251713068901,0,6,161.89137462937168,0
Udemy,Arun Harris,Project Management Professional,2025-07-04,2027-02-02,80e23b39e71bede0d1d77205559d4811e8b69a6087ee563e1a7d672be0d94366,0.7829523827566922,180,0.8034844532834575,0.8852345673318761,0.9490955581937829,1,6,6.835791557476211,0
edX,Sarah White,AI & Deep Learning,2022-02-26,2027-02-19,abf9fd946128674caa45ca00b895481dd45c0299a68f05fcb3aab73da47a7fbc,0.9648076728661292,1404,0.776300216383852,0.9029203605884893,0.9976002402115343,1,5,16.298068797832393,0
Yale University,Sarah Jones,Database Administration,2023-08-09,2027-08-03,7b953a7c8c28f95e7829c94a46d594bdfdb3af9e67ccc68a0c9beee95b7402c9,0.9807747177682201,875,0.9636547225785165,0.8866189859057533,0.8379824738389857,1,8,6.588042527106454,0
University of Toronto,James Martin,Cybersecurity Analyst,2020-10-19,2023-04-07,eb7ee9489715d7325e1431bf972709e888187c3d4778f630f0b5fb9dac9bd829,0.7790042880173869,1899,0.7634371752917343,0.9067707876555707,,1,3,57.86348850495596,0
IIT Delhi,Christopher Thomas,Blockchain Development,2023-04-24,2025-08-14,673ef4d3ce1aea783742782679a97ddba28929d55ebd73c27dbe9266cca6a387,0.7595718767924945,982,0.8523456356210576,0.8928950063232317,0.9641788460999674,1,5,84.23244092603301,0
University of Oxford,John Patel,Computer Vision,2021-09-20,2026-07-03,b785a025b8ed372a96b49813fbfaf426912004dcca1d03e6c5ebfa06f5ced90f,0.5172070418851821,1563,0.5330993169988841,0.9207136533918218,0.8131562098717431,0,7,67.35618682141562,0
IIT Delhi,Yuki Martin,Mobile App Development,2024-01-26,2025-06-25,b5700c1f2fe64c57f7dc1b0525854d3266255e2fba3af94793e04f966ef0abcd,0.6662745933271743,705,0.8547233148901977,0.98083645090694,0.7018363883965941,1,4,16.314205434012234,0
NUS Singapore,Sophie Garcia,Natural Language Processing,2022-04-15,2027-01-02,7a8ea602ace02a6c3756bf681946d4625323130f85567a20a1cce44f06b5af68,0.8727153821533937,1356,0.8278069040857833,1.0,0.9687899337980085,1,7,58.70532284985712,0
ETH Zurich,Sophie Ali,IoT Development,2022-12-31,2026-04-15,c011ae7f83515911de68badab9ecce362aadba83707473b53eda86a40350769e,0.9829590797755265,1096,0.9262102692375517,0.9904693644074763,,1,7,35.253773774160535,0
IBM,Elizabeth Johnson,Blockchain Development,2023-02-01,2025-05-15,90f701de7f3cd7923b61ee07550e835e853fd98d2d2ce1cfacb1295e9aaeee8e,0.7591349985808616,1064,0.6438170092630874,0.9340550468685298,0.7166698591448736,1,5,5.573371237460406,0
NUS Singapore,Richard Patel,Full Stack Development,2024-09-18,2025-11-08,c885ad19c030b08ed110fd6b127241a35d7d78b1e0f21e9f9106b22d795be029,0.6739996375470881,469,0.7086192729784104,0.8612277341037868,0.6905355392747698,1,6,66.51468040657781,0
IBM,Carlos Martin,Data Engineering,2024-05-21,2027-05-29,26dbaadafc72ab79990d7f575d6169f34ac1b6a10777adb8acc77bc86042a073,0.6735152047270289,589,0.905065708654733,0.934430278478726,0.970791546193934,1,4,19.277645255594198,0
Stanford University,Susan Ali,Software Testing,2024-12-24,2029-11-21,9fe9763d5fe081d6001a8be718c9ca2ae6458517ad12aeaa741f6c1c14788895,0.8891978223453016,372,0.9366426503630563,0.8759991783891313,0.8390206949309956,1,6,19.391571835583726,0
AWS,Arun Kumar,Cloud Architecture,2021-03-11,2023-04-14,987671ad037259e85d42662e6e69e93ab3a2a57344d4ff789afa6259d8e31766,0.7386845411078969,1756,0.6950386937464844,0.911732054569637,0.8483381792008464,1,6,2.39555944250114,0
AWS,Mary Ali,Digital Marketing,2025-04-25,2028-08-20,4b4c17327e654374acb136957595661e82667cb624d90544e1bbef59bf4c839a,0.9689425438465264,250,0.7768186073816432,0.9397455970246478,0.7852251959538871,1,6,15.309995896663924,0
IIT Delhi,James Jones,Computer Vision,2022-11-16,2027-03-23,4cb22e011fac2710666b44cd2d06eac07990387fd7ee761d1ee0aa58f1a71063,0.871351694698962,1141,0.9206493784153211,0.8734969079846686,0.8793895465011784,1,5,4.637934494494418,0
Adobe,Joseph Johnson,Software Testing,2021-02-04,2023-12-20,500b3201f6cb5305b09e4b1c570fa8dea62482b8fee0b25d4de86c377f38d538,0.7054420124075593,1791,0.963032103815041,0.933951587466428,0.8727089310066716,1,11,12.844206249985726,0
IIT Delhi,Yuki Chen,Quantum Computing Basics,2020-01-31,2023-01-17,c789dca6290a1bd08aa6ad31d0c548132815226333581cd23c0401c993ec169e,0.5210981156361112,2161,0.7781363921709602,0.9144487607489147,0.905199898825224,1,3,33.844045634056236,0
Yale University,David Tanaka,Software Testing,2022-12-08,2024-02-07,fe0d1b55cd011b45a40e53a95720b8c501d95388b3cb92f3c247e7ae9cd50a9e,0.7541678636359791,1119,0.881661442465526,0.9198044649866653,0.922238291443008,1,1,13.07267317932821,0
IBM,Richard Martin,UI/UX Design,2021-10-01,2025-07-31,bbcde02b570b8ec07466e768b5163e9e7345b474154747bc4d0e6c24268c5164,0.8158477639103097,1552,0.981452216975286,0.9603783600977438,0.9029291822337853,1,13,39.139169228536986,0
Johns Hopkins University,Priya Thompson,Cloud Architecture,2020-12-21,2024-09-13,9789cdad408d3dfca79c96dc198ce769d61c4f4cca1b469809e6b2129c3955e5,0.7570660367991296,1836,0.7486916922694712,0.9340841640820193,0.880442887269053,1,6,10.711003583564159,0
Johns Hopkins University,Mohammed Kim,Software Testing,2023-08-01,2025-10-08,b905a64341eb2284897049d1aa1aee665fe2e532e90e14cd20c6fe8b56e95359,0.8545168573236258,883,0.9565601909117024,0.9384859999684577,0.9071735088983233,1,4,11.31661311063598,0
Salesforce,Patricia Smith,IoT Development,2025-04-25,2027-01-05,2d18e6d1d3e662ba1583099dbe43bc87de55f4cbf4e77505f850a674d4a38284,0.8449092260615758,250,0.6328404225818715,0.8501072417620971,0.5435792126903268,1,10,17.8650171923807,0
Yale University,Christopher Anderson,Agile Methodology,2022-06-16,2026-03-30,af1d0c05e1601e5a97088c70352ec9a98686a700a4e69b87a2f231683bbc8516,0.906901517857339,1294,0.8292759031612087,0.9253166463125139,0.8452460198735918,1,8,101.7766387075852,0
AWS,Mohammed Harris,IoT Development,2024-10-11,2028-05-22,9eb9048a6723e7f623fde6d2b209c642f7031a219763edf9c032670395994634,0.8438948388143264,446,0.9276134755635618,0.9062991597138159,0.8993203575917388,1,7,59.600955888054514,0
Stanford University,William Hassan,Digital Marketing,2023-02-10,2025-11-16,06f3470e4acaa26ea10e1295a7549a55f7ac79ba0e1dea005e7eb9f91d692830,0.8840011681437291,1055,0.8246294008407012,,0.9758413063129536,1,7,62.17703622543287,0
CompTIA,Mary Jackson,Cloud Architecture,2021-03-18,2025-05-24,cb3a0d3fc03bb87b2122568701c77fe8ec39a9643f18c39573a71dafcf0dac73,0.7481070332085543,1749,0.5545146599554078,0.8601144357195716,0.9132910320572456,1,6,37.957382269795,0
ETH Zurich,Thomas Taylor,AI & Deep Learning,2023-12-03,2025-03-01,5e42efee5d840c6917385508f1e56d1c13913b03b3e4d18191212f12106e2815,0.9449562260238719,759,0.9136424439143789,0.9505866363211124,0.93533151709317,1,4,13.251251285526994,0
MIT,William White,Data Engineering,2020-04-08,2022-08-29,b3519f6229a29dc72796b229267bc450930689b19c5337fe7ecc7b1ec166d0da,0.7743721815899072,2093,0.9586587862881777,0.9154303718655239,0.8199884488580859,1,6,48.09595428793593,0
Google,Patricia Hassan,Business Analytics,2025-10-17,2026-10-27,2028e9898b72c44425f3fafc32d8972a624eab95d2eed798a943dceb1b9ac4f8,0.9678484173407317,75,0.697131258030633,0.930632788119151,0.912954804741402,1,6,2.1423518880971124,0
IBM,Pierre Harris,Natural Language Processing,2020-08-01,2023-12-02,9c9494d0757c1dccc9312758fd46216a1dfbad0c82102f4a0f0d0b60d273c598,0.46370773345801075,1978,0.690417205145234,0.8964304174396603,0.9488674849506065,1,6,9.636748476176788,0
Oracle,William Rodriguez,DevOps Engineering,2025-09-03,2029-09-25,f80dbea3bda4ef963a5a9f5f78e929feaadc3f250b9433668bdc7af5a6ec9bf4,0.6958855366141113,119,0.8322417268963026,0.9107131803967164,0.892186993261564,0,6,10.521955520383887,0
Johns Hopkins University,Fatima Jones,Software Testing,2021-12-29,2025-07-03,735e2a43304a332be2198fbbe46308b32bc6cb223d7eb9a5d2a6e445a7b8449b,0.7542076827171268,1463,0.7327237421779649,0.9043810043037204,0.9612388530439119,1,7,8.20799976262398,0
Johns Hopkins University,Sophie Garcia,Computer Vision,2022-10-15,2024-03-09,f3ffae83e13d4570714ae451e0d9d201fd841900479950f7088b6937286e984f,0.7585349585180706,1173,0.8041270316996622,0.8958181804819626,0.9598787836369957,1,5,2.0504173110243293,0
TU Munich,Karen Kumar,Data Science Professional,2021-05-07,2022-06-02,4859a9816fcf7b096bf4b499ba7d256e9d1db4c4328e81af68866ed00f689adb,0.68710255166057,1699,0.968515878519673,0.9561412651079197,0.9605923105192422,1,6,23.41138483459387,0
AWS,Carlos Hassan,Digital Marketing,2024-07-29,2029-01-18,1ba6bccaef6671dad9db449aa1602b5615a3d5c3c6031700773b830a33c46e0d,0.9068442992571404,520,0.9626492915074685,0.8702328177315187,0.6923097119685305,1,4,31.027015305988172,0
University of Oxford,Robert Ali,IoT Development,2021-11-18,2026-07-01,d651a9d30b85f8de40240e328e9c1d5d691f77316136287665077d7ca62f554a,0.9493666379331791,1504,0.5837942814105237,0.881555887151621,0.7214047908926076,1,10,1.0836736116751506,0
Cambridge University,John Jackson,Big Data Analytics,2024-03-05,2028-07-07,1e840400,0.046,666,0.1391,0.748,0.1949,0,0,32.8,1
Johns Hopkins University,Richard Martin,Robotics Engineering,2022-10-13,2024-04-30,664c0a3126b7f2222e2065e4a14340e8c7220470c9f39adadae26a3358ee9e82,0.6500029266553228,1175,0.7681242374913927,0.9277044016502759,0.9648234039591559,1,7,22.8262078349262,0
ETH Zurich,William Santos,Computer Vision,2025-07-07,2029-11-05,6a6617ac3ddbb234eb36476c2dc248484cabc82a1f2b01f38b92dc0267b6c2b5,0.6404973247799479,177,0.9083315571968642,0.9264917654925903,0.9849813112327073,1,3,0.90080649786678,0
IBM,Mary Chen,Business Analytics,2024-06-02,2027-10-30,9d9852d9ae242a133ccd2462034cbc4d99ad89239f54755b7bee63ffa6608841,0.8209112376561744,577,0.8950664545899888,,0.9948593228267784,0,4,11.827005181065612,0
University of Toronto,Sarah Jackson,Cybersecurity Analyst,2024-09-27,2029-02-23,d0625a45be2d976d2c67facdef873ab022ed18c82684ac6c99f194b1321d92b8,0.7216672253448857,460,0.9432461165110199,0.8537267663247311,0.8507302722630128,1,5,36.36841780717358,0
AWS,Priya Miller,Business Analytics,2020-11-20,2022-09-07,ced1c438a22146d647d31e9a886fb317daa269e26c3309d63c1ad3c810424c79,0.7676794415019322,1867,0.807101939880592,0.977559449111126,0.8937116646372705,1,5,19.83342874597367,0
ETH Zurich,Sophie Rodriguez,Robotics Engineering,2023-09-11,2028-06-21,6725c764b395661212bff7bdf8fb3ee043bf83afb878c0911f2e34556cc6f02f,0.6754765183921289,842,0.9054996328482624,0.9753495206489252,0.6340948842981358,1,5,230.78518550201755,0
edX,Christopher Martin,Software Testing,2023-08-21,2026-01-04,5b98edbce119fb67195e325d53d6f0376e043721256416d0b485217cb9fc9a88,0.8365845530085487,863,0.5896196744524809,0.9832912177236854,0.821347194224915,1,5,18.91057991506201,0
PMI,Arun Mueller,Cybersecurity Analyst,2021-01-20,2022-08-16,26aa7f36a82b91dc219482834b4cfa35fdcd3024c386fcb8da26c478b19da552,0.8997781354328799,1806,0.6969084078318329,0.9101454059536728,0.8522824311761883,1,6,5.275007614608449,0
ETH Zurich,Arun Patel,Network Engineering,2022-01-17,2025-12-21,a5835c24c2144380012017ce5401672aae33f658958fa15d002dfff4ee338ee9,0.5926591865495127,1444,0.7844941412848624,0.8907961034540388,0.9173013945969433,1,7,81.74646652954901,0
Cambridge University,Ana Garcia,Cybersecurity Analyst,2020-03-15,2023-03-25,dd82cc7fb58a178af6f79c32b2a2bf9f352f14990dc56582b98bc0c78ee03127,0.8405361741243182,2117,0.8092193022332089,0.9324646884738811,0.8251071562330153,1,8,1.0737514523986764,0
Oracle,Priya Miller,IoT Development,2023-03-29,2024-12-18,103d631c5e098e60a589621236772b4a9020c819762086bc96e5d3b119c0067c,0.7236691783502613,1008,0.6244396417211291,0.9442247083326172,0.8569798122977978,1,6,2.4997526888384503,0
IBM,Robert Harris,Network Engineering,2025-03-23,2029-09-03,d27ccf8b74d97a3b3aadb194463c14c49dddc25c57e396c098812d94bf75bdab,0.9411818848207611,283,,1.0,0.8813484699126407,1,7,7.648672770719115,0
IIT Delhi,Richard Martin,Software Testing,2020-11-08,2024-10-14,68c0928c7c0d64213f63fb16089062a025349b7df526e6edbfc320306db2e4f3,0.8889851695131242,1879,0.7242803706398502,0.9091905341253781,0.35145720561964405,0,7,18.5101617095671,0
Columbia University,William Smith,Mobile App Development,2020-04-17,2021-12-31,5775c6e091f80735747e7e0154158a265a64d556858928b5117fa1d706814a2e,0.9003477745347948,2084,0.8061328293949378,0.8552875169456994,0.8831541601825812,1,8,1.0324978163893488,0
Johns Hopkins University,Carlos Mueller,IoT Development,2021-04-12,2023-09-05,6c4a27438a5c77ad7c45b5398da29369f6eefb77ba1d58dfb82b69da02b22e3f,0.7134477052880682,1724,0.7740349462889091,0.9519010343214862,0.7886509090174859,1,7,14.528871743829615,0
University of Oxford,Sarah Wang,Digital Marketing,2022-04-04,2023-04-23,dace19d13cd07b9907ee10e94187ff4250a5f5643a25623bb1fd425ce574280c,0.8549025968195113,1367,0.7319158506484215,0.8910828192838127,0.9417483084757277,1,7,23.1233395668703,0
Oracle,William Anderson,DevOps Engineering,2021-12-04,2026-05-13,694d27e42b08ca5eeea2e34169d55fd3d469598d0fe9fa7dc762c2781c055548,0.9807136667633938,1488,0.8510971699617195,1.0,0.9181690109388958,1,5,3.881384840511551,0
Microsoft,Jessica Hassan,UI/UX Design,2025-03-30,2028-10-29,bd1635e0e26129e17c438846dad1fbe147c3296616be5319dc161295a47f1e7c,0.8372886268798432,276,0.6421316787316321,0.8647240867529432,0.8592169933301828,1,8,6.293071406780896,0
Coursera,Priya Taylor,IoT Development,2025-11-30,2027-04-20,5ff7dc59948f16a212c3a19d6b163367241c29fac423ac617cca2c4dbc1301ce,0.8217140902258838,31,0.9624063272939734,0.943957855552641,0.9921225920217067,1,6,12.05137007589653,0
PMI,Richard Jones,Data Science Professional,2021-07-28,2025-08-02,f3185baecd22073cae9fdb3b29ee8b504adaddc09cfe1d08796611bae5343d7b,0.7957241099389477,1617,0.7188834544460281,0.9127014579145084,0.9434022949999601,1,3,67.26715594090454,0
InstaDegree Corp,Elizabeth Wang,Natural Language Processing,2024-11-04,2027-02-10,b533b3ef3c564a5ee7fe2143f80e8c2baaf60ef874328643931e1b4c2cd98824,0.1911,422,0.1863,0.6128,0.1639,0,1,134.13,1
ETH Zurich,Sophie Garcia,AI & Deep Learning,2023-08-11,2024-11-12,4db1c0f3e324ac8298dc2b32ff79a79470fc7e644b31cc5c6f4ac5adec1b1c70,0.8147834482837067,873,0.6450380859658018,0.8496452392320732,0.70418770783084,1,6,3.0561666855811804,0
Columbia University,David Taylor,DevOps Engineering,2023-09-22,2027-03-26,32b0e48c3d0da21e988dbdbbcacc1f630d42b120f29d91c20b3e5186bb3c5d55,0.747300785161496,831,0.6744635644448318,0.862646812892103,0.808452353348765,1,6,95.21690729499825,0
Columbia University,Yuki Martinez,Robotics Engineering,2023-08-15,2027-08-28,88770051a4060b5fe1216690b74fab5f11bc88283d2f1d8d40f2a359d8cfe423,0.5415570274809299,869,0.7373811236428423,0.9643921085086551,0.9018731616624708,1,8,4.602989857267835,0
Cambridge University,Pierre Harris,Robotics Engineering,2023-05-29,2024-08-04,864f9e945e15b6e386339169491349cb8c5d8a2483ee3da806bed1e38aeac6cf,0.9323693327776458,947,0.7982910889022544,0.8258482853687611,0.9923440183253688,1,10,33.6630079546892,0
Salesforce,Susan Harris,Agile Methodology,2022-09-19,2026-12-11,eda0b2e9adddd6fef6ee134eb567de7b524aae8425e2895c560492e935bc93f7,0.8933046968922221,1199,0.946372034437035,0.8656993305590394,0.8994332246176104,1,8,13.152374972683308,0
TU Munich,Susan White,Digital Marketing,2021-06-10,2023-09-15,66e8199c30eb373bc70469201f94f8fc41abceb0c8c029f8e78d0318dbc84fb8,0.8008000612308962,1665,0.9711404519853437,0.9902003980021769,0.9542393422145087,1,4,3.862470139634996,0
Salesforce,Thomas Hassan,AI & Deep Learning,2020-08-25,2025-01-16,50da5090ee5f9929947d809edcc5928a857395cb98b373da356a6250d698a33a,0.7690875523326227,1954,0.8927503138852363,0.9165093654593516,0.8046599543819617,1,3,4.08734885628382,0
Johns Hopkins University,James Anderson,Digital Marketing,2020-09-28,2024-04-14,ca3e271cb74a8fb77a39d9d5b103e7f2969293a9e367651703dc86e76b41e728,0.8031232035222773,1920,0.7649389929109187,0.9383221946028526,0.9607173161988981,1,6,18.409353245839856,0
AWS,Pierre Thompson,UI/UX Design,2023-12-20,2028-08-18,98cb46422b6d801197075750693107481bbf6d1ff466b8eb6e8f572f0956b4bc,0.881266287151744,742,0.7260271585248474,0.8814153289692783,0.9837247316839434,1,4,6.9454488781964505,0
Johns Hopkins University,Jennifer Anderson,Cybersecurity Analyst,2022-04-30,2026-05-25,b3ed764a2ba1d6575942be5fd89436bb999eb7dff5ed8a7320d94b3dc71a80a6,0.9379241171896798,1341,0.9775785299712116,0.9252925105090618,0.8819026876950836,1,5,54.52895954015462,0
Adobe,Pierre Kim,Data Engineering,2024-03-12,2026-08-22,5b579c5b0fab24936bd6de3caf9261cffc1443ea12056c51eb7615b99bcc5c14,0.7089300639854418,659,0.8001635020174352,0.9695680793580687,0.8715996917347065,1,3,78.18587344683252,0
edX,Thomas Dubois,Digital Marketing,2025-04-18,2029-10-09,3f42bd8d11b674a9e185a9f016d883909a65c249dc5e3f951f7818b231306f16,0.8449244618138276,257,0.8281802527516754,0.9563411151724687,0.775614194046027,1,7,13.980581437137827,0
University of Oxford,Priya Brown,Machine Learning Fundamentals,2025-07-18,2030-04-04,bc24b42ed90870dc68ba0f43c4b0f2b23844b4393c3b5fa89482457ffba57607,0.8901784608480778,166,0.5790880433709309,0.8194014391637575,0.8198527206067863,1,3,7.493681330316058,0
Johns Hopkins University,Carlos Anderson,Machine Learning Fundamentals,2022-07-08,2025-05-08,715bb2d508b5ee88a63575e219291fd07af62858abcf81a6dd0d4889ff4fb8a9,0.764291898343805,1272,0.9758586993252429,0.9063586407642424,0.9545616351344955,1,8,30.008783189783564,0
University of Toronto,Carlos Davis,Agile Methodology,2023-03-19,2025-11-01,30ea1049d9b5e73719d993c60b5b1361b550608b4a38903637a9a247433cd7d3,0.7669594236685674,1018,0.7865029700669777,0.878155904011824,0.8934186257603975,1,5,9.645799125644281,0
CompTIA,Priya Rossi,UI/UX Design,2022-08-26,2026-01-17,e4ef0bf56c440685e8dc760b3ddb8b3f9148fdddc0481d83aea41d072ef727ce,0.8059963986392382,1223,0.9110289012309198,0.8843163549318689,0.8961426503265493,1,6,24.912853164214642,0
University of Toronto,Jennifer Rodriguez,Mobile App Development,2025-11-12,2028-12-03,5217ef5fd7416db5e05c3bb8d0539c56f49314bf48c417f6ce9b056d2a54d340,0.8940660606350026,49,0.7769752656843707,0.8754404845334067,0.8962916763054061,1,9,7.086327761809804,0
University of Oxford,Fatima Garcia,Cloud Architecture,2020-07-04,2025-03-11,c1851666bcb5b0fbae0ffefaa8c50da54bc8659db67d8bb284da605351a2ca4f,0.9497920303777168,2006,0.520594786448051,0.9572838153767139,0.9045323599898412,1,3,38.66396934475401,0
Cisco,Sophie Smith,Business Analytics,2025-01-19,2027-10-14,71fc4c38e32dfc6c38cae4c57b44841504021ea282e29a5a385c82654c355b24,0.0928,346,0.0936,0.7433,0.4152,0,2,53.45,1
Stanford University,Fatima Martin,Blockchain Development,2020-09-02,2024-12-14,feaea45bb33a0fce2c1bc667c83f78fe0e02ec408045e1dc7383f49c8344d454,0.8700943765306467,1946,0.9142641101427874,0.9447497827095848,0.8733530266399334,1,8,1.1882673689826218,0
Coursera,James Thomas,Project Management Professional,2022-07-11,2025-11-07,048c2e52708828f8739e2adcf6e849b3c957170ceef05352e2e7675a7d58bf58,0.8499898403684366,1269,0.9947390387752906,0.9166497877404646,0.937954768453865,1,4,63.04406851719187,0
Johns Hopkins University,Elizabeth Martin,Machine Learning Fundamentals,2024-09-06,2027-12-07,1acb5cd3f9838076cf3fc9de43cf829bbe6251652caab9ed2e4500aefc06a57e,0.8131527411887562,481,0.7653861930022504,0.9365687400007953,0.9080066963265168,0,6,21.2538619024056,0
ETH Zurich,Arun Thomas,Digital Marketing,2025-07-18,2028-10-20,b331547b56eaaac8b1326053bf1c668266d98bb290a09037a5e21eb05b5ce1b5,0.798719443977231,166,0.6328280701534769,0.9015140334486287,0.9345333510235475,1,5,108.94471022322014,0
Oracle,Priya Martin,Computer Vision,2021-06-19,2023-03-20,49674f363911389589e7e2d0d1030fb131ba4f8c1d6fdcbb71390377ce027e28,0.6709532324496779,1656,0.7379516609240028,,0.8412158735906097,1,8,22.371755048287756,0
Harvard University,Jessica Martin,Cybersecurity Analyst,2023-03-06,2024-07-31,3bcdb7daf2ff953d8b2591cd557740b007f645b2072817370959135269847493,0.8518996146745572,1031,0.9207796020396509,0.8939731436154594,,1,2,6.758404721766431,0
Salesforce,Sarah Anderson,Blockchain Development,2024-03-30,2026-02-22,be74d0d3286069198bd834dd62fe4ce1992160c2e96652d6f0ad571ff8e7d0ff,0.6304102915742954,641,0.9240913305791596,0.8770265905699641,0.7383398070902805,1,6,0.7304616905743548,0
Harvard University,Michael Ali,Computer Vision,2021-05-11,2024-12-07,aac637fe4b9a79f568a6947ed7f17b632f20e57710a3cf64dffc2cadb39872a1,0.9110091849589318,1695,0.7022219905245524,0.9479725944406485,0.9464522552798631,1,7,36.678128836562294,0
edX,Elizabeth Williams,DevOps Engineering,2022-07-20,2026-05-19,6e3aaea6f692f81bb3ab1905486fc0eba6877c2b2a6ea1e36718131c2951a6c1,0.7106085415203293,1260,0.48185811804438916,0.9621963590067034,0.8014495288392873,1,3,20.14103809421482,0
Stanford University,Richard Anderson,Database Administration,2024-09-26,2027-01-24,d9c4dbcc056c813d0cff5d0da65e1611e4b6e4c081153cbcf8c40924370b890a,0.6335981133011706,461,0.7188810835342734,0.9196214105894196,0.9015007767798431,0,14,9.994665886093797,0
PMI,Arun Jackson,AI & Deep Learning,2021-12-26,2026-11-08,4fcdc5e9f65ef23c149dcd0b7936032d6f850c53a32e938030ea43202ea2d503,0.9644618659329509,1466,0.6833131872027993,0.9389077967803482,0.7205907363710735,1,4,6.618786278759909,0
Udemy,Robert Chen,IoT Development,2020-08-22,2023-03-22,df99c6d7ace413d78907a8db6e0d36acdf4e0acf2b78162126a5730533afd7ac,0.9238169966990473,1957,0.7453450986278931,0.8828671048540929,0.9444880567569883,1,6,21.027260347537492,0
FakeUniversity123,Yuki Harris,Full Stack Development,2024-07-28,2027-02-05,8cc820a23b39f4734d3a06a2c1375a52ffe63c2dd9fe18ec30a03025c398d98f,0.1148,521,0.332,0.8424,,1,0,20.02,1
Stanford University,Robert Rodriguez,Data Science Professional,2025-09-06,2027-02-03,34c6c2b84b256aa04c4477f83e361e4c62fb9c7c732d0e120aa1540067d1a453,0.7550759760982009,116,0.968220496823523,0.9566908938265599,0.9036551696921546,0,8,0.9537542881795659,0
ETH Zurich,Susan Brown,Quantum Computing Basics,2025-05-29,2028-04-29,9fac9debe4df8189f4092006cffe16474dbdbe3f0346715b740140170d9f7f92,0.7490132253228418,216,0.8252703107669312,0.8944358783961256,0.9250343821774439,1,1,32.950506797317715,0
IIT Delhi,Michael Wang,Project Management Professional,2021-02-04,2023-05-08,6281903d14fe2fe46f8aeb683bd34ff90e486f8a8dc2ecf8f2c3ea0c22121fa9,0.6752376447093958,1791,0.9320786438497276,0.948071163712789,0.7879910541295783,1,5,63.0884715820959,0
Microsoft,Jessica Miller,Machine Learning Fundamentals,2021-10-13,2023-03-10,d5ce6d228a500d85fd1112fd752a73e20ce115e471993f64da5f4f7407c4be8a,0.9321205571203931,1540,0.9895527938398355,0.8217731980948538,0.3772240995007564,1,5,20.653719127581134,0
ETH Zurich,Christopher Williams,Quantum Computing Basics,2025-09-24,2028-07-07,1b82fd719a5a665726dd1e523149592c4ad4306713406ecabddc45ba402bde9f,0.8216547104982291,98,0.9106850250122416,0.8913057054365537,0.7188064851271632,1,8,31.136773104852345,0
Salesforce,Jessica Smith,Machine Learning Fundamentals,2022-05-26,2024-06-12,676fcf0a751bf81f2df150df9a9cf61b62045e531b5481f62c123d22f76b3ae1,0.9281398849068345,1315,0.816749092873149,0.9416826557996208,0.971261999599676,1,8,1.239930001613237,0
IIT Delhi,Thomas Anderson,Full Stack Development,2022-01-09,2023-07-22,38de5a375defca672acf460eefe313a07142c34cf9096fc9041a206090822e23,0.5914488068312035,1452,0.906270491749858,0.9184616861376458,0.9548475785889007,1,7,40.209456295334235,0
University of Toronto,Sarah Anderson,Cybersecurity Analyst,2021-10-27,2024-01-25,ebb84d9194b7fb2394f462bd2a4973f7e3993768aa3021099d7b25ff6d7e1509,0.9237307448111046,1526,0.8600341710491227,0.850119321908555,0.8486686618106258,1,7,27.274084890052528,0
Johns Hopkins University,Fatima Martin,UI/UX Design,2022-11-06,2027-01-29,9c154a2b50684b78bf900e2832cfa97e4c167d8b961f1466db064652c183668a,0.8634561921636953,1151,0.823312486897687,0.8854861880050633,0.6757474163346978,1,7,17.124038023854006,0
Cambridge University,Linda Tanaka,Full Stack Development,2023-06-01,2026-10-09,e116d7d59874db105a4f5e68567db14e0b6a858575729b34d3ae774d6f0792d0,0.8684867037166496,944,0.6582106543349765,0.9699901939691143,0.4353967969319864,1,6,10.853772676412756,0
Adobe,Joseph Wang,Mobile App Development,2025-06-10,2028-06-12,acae8827bdacf4684ee16ea323e14c0f65904c4e80c7a8a4bf1c61d2a59208da,0.6529633171420084,204,0.5362809295819075,0.9702579553345045,0.9634363890225418,1,4,11.843993322013997,0
MIT,Michael Miller,Project Management Professional,2024-12-09,2027-10-03,1b55684913ab73b6a95f272139fe56828e37237caf81cf4167504d38f3c6aeef,0.7005600542369725,387,0.6517042456894301,0.9406102497180836,0.9550107296708018,1,9,15.808751783610266,0
CompTIA,Ana Kumar,Machine Learning Fundamentals,2021-01-06,2022-11-12,0962f8e1a937e0d3b078d1db0fee2184a8ed88059d592567cf0f5065a8e0343e,0.7981707612938935,1820,0.8438838516022354,0.8529438925620315,0.9095087051752014,1,6,8.981274749706916,0
Adobe,Jennifer Santos,Project Management Professional,2021-02-14,2023-10-15,ff63efaea5b4f25ec83e528ba28c42f06ac621b2938931dfbb3a600051c41ff9,0.54306916522128,1781,0.8558552159746793,,0.7876146381238102,1,3,2.068156808553779,0
Udemy,Linda Anderson,Cybersecurity Analyst,2021-01-18,2023-12-09,2b3690bb9836c5770957992a1d7035a58a62497e8982a18cdcdde98af59eaac3,0.6658839892441119,1808,0.9451548795192225,0.9014228155380433,0.7116740629108291,1,5,46.64673507515303,0
Oracle,David Kumar,UI/UX Design,2021-10-19,2025-11-07,7919911910ec61450216a8122c7ad32be8c6105c72c29650929c54d4765c8552,0.5366680591480139,1534,0.9120645787485885,,0.7352380442577725,1,4,60.30568502207637,0
Salesforce,Yuki White,Cloud Architecture,2021-08-05,2026-05-12,0021558637dc17cb70df7a8a6214eb62f165d1d92233c9da7801606a240c6adf,0.9296601424976743,1609,0.6686252101398795,0.9439264494768639,0.9189063561928129,1,6,7.907040853148344,0
Cambridge University,Arun Wang,Data Science Professional,2022-07-11,2026-06-28,c274b250a6d1229f77d9ede576bce29d2fe2f3af9c31721e6596a5e6e65c9903,0.0296,1269,0.2103,0.6755,0.5,0,1,6.44,1
TU Munich,Carlos Martinez,Business Analytics,2024-07-22,2027-01-16,10febdbfaa5226f8a1d5e328ed46efe9329dd6ec511ee8c36564b8c07c613022,0.8900714597975583,527,0.5828119110389487,0.97742581777406,0.8072582628963282,1,6,6.737588486090615,0
Cisco,Thomas Davis,Quantum Computing Basics,2020-04-29,2022-10-13,48f48860059e62332919c001ed07ce0a9478d63b92cf29dc6deba472a71205ed,0.7770921828847128,2072,0.9684637085366194,1.0,0.7373071204831932,1,7,77.32732547042447,0
Cisco,Wei Miller,Project Management Professional,2021-10-20,2025-05-14,01504196f403ce572008364c641d18a9a993e9f54f22fc05106e3218ef6daa31,0.8271651304905566,1533,,0.9864529911250873,0.7634698387056095,1,11,13.619794458926547,0
Columbia University,Thomas Anderson,AI & Deep Learning,2024-12-13,2029-09-27,919bbd0010c438327cbaec87597f8da53eb01420f678f014896044d05decd57e,0.9378674157999682,383,0.8563318171131793,0.8907279368700454,0.9756041657049016,1,4,73.21771970249512,0
Microsoft,Michael Harris,Project Management Professional,2024-02-11,2029-01-21,855820c5550f7b93cbfb14b773baf90b9af9473ad21e06acd3dda7b8186a3c47,0.9189038761302666,689,0.5916324503494494,0.8521678885005727,0.8653880505277575,1,9,33.40407598941488,0
CompTIA,Jennifer Garcia,Natural Language Processing,2023-04-12,2027-08-14,bbb9c014ae8fffb3333babcb6c5fe39219f5cdfee0b24d615620e609652fa13c,0.9259124628450681,994,0.8946591998648463,0.9360503299669141,0.9228617187003815,1,8,34.22096184963747,0
PMI,Patricia Brown,IoT Development,2022-09-28,2025-06-19,4ff5fa89ab06c5afb04f78970248ae6859147630a3aeaaf4725d7238bb276761,0.46906645083790427,1190,0.9740859978005026,0.9514163080970554,0.8689582442225577,1,2,55.58620499329132,0
Oracle,Arun Anderson,Computer Vision,2025-04-23,2028-06-19,04d3a00215f9266e53c88969bb6c8cc4933e6c793abd9b88b9ccc53a032b0e85,0.6570945118195869,252,0.9281227184390146,0.9640233180522451,0.9330164716951345,1,7,7.69137869861856,0
TU Munich,Barbara Taylor,Full Stack Development,2024-12-20,2029-07-14,53231bad1f445fc4479c5ffa73acfe7d9681a68e744855de32695e9c451afe33,0.69246695652252,376,0.8051626037393084,0.7904377257503267,0.9720253771177864,1,6,19.917770413221383,0
IIT Delhi,Linda Patel,Agile Methodology,2024-11-10,2028-03-21,9045e15c4030bdf89e6db9395cee325e3758389ec30d85d192f5e9de1cdfe5da,0.8439333141959202,416,0.8444609906461785,,0.7922819493461594,1,2,8.311634651800436,0
Oracle,Joseph Smith,DevOps Engineering,2021-09-18,2026-07-07,26cae2803bef363431531522377a12835582f8111837a2212b35cd176b19743b,0.952170260014589,1565,0.5346100743425019,0.9974319647512019,0.9745612896558673,1,8,41.37822853031277,0
Oracle,Karen White,Big Data Analytics,2024-05-28,2028-04-18,6ba9464d0213ca4bdf079b2d683578bf5656be2b6ff9bb3b22236fcce6643bf1,0.6714525814601926,582,0.9209747409899861,0.8671046694658492,0.6828986024125923,0,8,23.990260966255764,0
Coursera,Patricia Jones,Cloud Architecture,2024-09-15,2028-07-20,4e3a41b4,0.0204,472,0.2556,0.5607,0.1528,0,0,155.28,1
edX,Yuki Smith,Cybersecurity Analyst,2025-09-06,2027-03-14,a625dc9a1b86dc0fc9fbf512ea12aa800e45b283b7bba29de70970cbcc6c4c3d,0.6824891940265008,116,0.9032964420587716,0.8421608131408476,0.7768062081289521,1,7,29.453903516710586,0
AWS,Pierre Anderson,Cloud Architecture,2021-01-02,2023-03-04,99bedd33c7622e2db86bb345f6cc2c3920bd278b6d10b49af87c2be476a5db05,0.7723801680473924,1824,0.842683982158582,0.8812421810063974,0.8733715011936156,1,4,102.45443411805576,0
TU Munich,Robert Jones,Cybersecurity Analyst,2024-01-27,2025-11-26,cc596e3b9d236216aae4ad8e80c3ac1697ec13d4e7134912574a775661f884c9,0.7711289817942975,704,0.6004058495920723,0.9514839235987628,0.9726242992384302,1,4,94.76515140158315,0
Microsoft,Arun Williams,Blockchain Development,2025-03-22,2029-11-01,b9ce2c979cf22d535c80b220a5084cf46d312c724cb5e996a299dd74b95d6ab8,0.7207027522466554,284,0.8921905543858567,0.8977992942222773,0.8264053501219031,1,8,6.097535537216826,0
IIT Delhi,Michael Harris,Robotics Engineering,2022-08-31,2023-09-16,0ad5ef0c1b3fd634c6754f4a10c272cb6a1fb014ecb1c02955b2e1d6b5c496f2,0.0233,1218,0.2682,0.6912,0.2439,0,4,172.04,1
TU Munich,Susan Ali,Network Engineering,2025-08-08,2026-09-21,50820bd4d176d7907005211bfba4ce8f03e3ceaea6ce52a1a838ff0340b301d5,0.8527424193273371,145,0.9306968726434758,0.8162977090171659,0.8772524125677952,1,8,2.8293527796801716,0
IBM,Patricia Jackson,Quantum Computing Basics,2020-10-30,2023-02-06,d5caf7f44b69f8507f1232acd86dccd9396a4313a3befcc045df083d79c4f107,0.8502842869871284,1888,0.9721720647398748,0.8597422717832167,0.9317950950670751,1,4,38.49951967229117,0
AWS,Elizabeth Smith,Data Science Professional,2022-01-19,2025-09-29,2a80e8cec3b83d96707a58d275cd847b488d19d196604e7f276a90813bca6558,0.9621123601411873,1442,0.7501557509901207,0.9520076721178571,0.9217221266419423,1,3,34.90421063126853,0
Harvard University,David Thompson,UI/UX Design,2022-03-25,2025-10-10,f19fedac429ed30ba18f28095405f450464d07948844d7d267e9803e56e915de,0.7971931475725087,1377,0.8514604340302339,0.8989321995062421,0.8865863913012131,1,7,5.734827231212175,0
AWS,Christopher Hassan,Network Engineering,2025-05-02,2026-06-05,9dfebf264a490eb8bc333d032b2a264941831154b291c22a687f99028967be56,0.9469230511733286,243,0.6030863795935293,0.8665984817083552,0.9156305983432382,1,4,44.108744152736215,0
TU Munich,James Davis,Full Stack Development,2023-02-03,2024-11-20,dd4f6ea265c9921b616a1ca62a4c2f083cc484183e0ccefc8511df4a337ba2e0,0.6049628108089746,1062,0.7673011624373045,0.8932087913167395,0.724808582042508,1,3,11.270256550685149,0
edX,Joseph Kumar,IoT Development,2021-05-15,2022-12-05,1d932b12d83f27aa56657073298da8ef2bffa97da0ccca19a57ad388d4dd12e4,0.9137383149381729,1691,0.5935221849392819,0.9506229623074911,0.9638741186318204,1,5,34.581658751784694,0
Yale University,Susan Santos,Robotics Engineering,2021-09-25,2024-06-30,f7d483fccc2e3d0c7e93f2dd56a99462dcca0fd51f551c401bab9a9cbb15dc6f,0.7795018057997094,1558,0.7390997300215512,0.9709392364405298,0.6019440438838138,1,7,1.189697163212644,0
Stanford University,Carlos Harris,Agile Methodology,2022-11-10,2024-04-08,b685fdbd5f2444b1a4dac4f9a9b18e4752b644ae442d29217a213c5d76e442db,0.8122399248803853,1147,0.9706432447790998,0.910706028054604,0.6625321256819152,1,10,1.7817569133469278,0
edX,Elizabeth Dubois,IoT Development,2021-03-22,2022-07-08,54c1edc10b256ad4eb8e8ba877e487debcacd9be00715743e763c1740e61205c,0.9246192698864031,1745,0.8109723976924559,0.9157570477505325,0.9565452544519856,1,6,44.70606959173066,0
edX,Fatima Jones,Data Engineering,2021-09-26,2022-12-01,6b91aa07fa32c54f083fc2cf5ed523f8375b376c4fc63f85ba42590f4d4ec7ca,0.8153684521215383,1557,0.7959210285502498,0.9447939876053097,0.8639456306913216,1,4,3.149666452221021,0
Oracle,Joseph Martin,IoT Development,2025-03-01,2026-10-20,45dab9fe0a061120dd452e403acda59572087f93d6d74f3efd0f958db384f705,0.5871564440013836,305,0.6875748428356485,,0.9191562725330051,1,2,3.7428784727576256,0
Johns Hopkins University,Linda Brown,Data Engineering,2025-04-03,2026-10-06,e667cc5357f1a58017b62c9e549768a40c01b5d6351d5afa74c4296c5581ac1b,0.9407287145504429,272,0.7728585024083706,0.9818330849492652,0.9538844505740564,1,6,48.05885698449927,0
Adobe,Jessica Martin,Network Engineering,2021-10-10,2025-02-22,dd11f5f2c0e5e0366bd07d67b1ef6856742c5898d5d1bc1130d9a14ddddf391a,0.7237252072553964,1543,0.8246237941339657,0.8887014085181949,0.9547775041153218,1,4,13.941265916942426,0
TU Munich,Robert Wang,Robotics Engineering,2025-03-13,2027-10-12,0d6d9c929f7e13122ea783be271650a71ef8d1080046cdb29177258f3edc85a5,0.7331731032750817,293,0.4120467158338094,0.8351377929718573,0.8783495466725845,1,6,56.7539747934587,0
PMI,Karen Wang,Agile Methodology,2025-04-23,2028-06-08,2c622d3ca2f4600b512e0d2360ff37e03d0b232ee5aadd9e5d66ce6c00792af4,0.7654252509917421,252,0.884872358502855,0.8987543934875386,0.9005861039587715,1,5,15.13635345184846,0
Oracle,John Jackson,Computer Vision,2021-08-19,2022-11-04,e2101ded0370d5c744b2981c5666018b4482d30c126b31bdd190d57983259f8b,0.7608497109661105,1595,0.8608164891622228,0.9863536585498391,0.9228847568139694,1,9,14.693052700715898,0
PMI,Thomas Harris,Data Engineering,2020-07-13,2021-10-10,04fcb9240ca7b09e486f7c1c5f26c245a0a7402bec48423a72dbe1a213cea6c2,0.8595623887324804,1997,0.919494063732987,0.9414696164937038,0.926152251134263,1,6,17.077064992786834,0
Johns Hopkins University,Karen Miller,IoT Development,2022-06-27,2025-04-22,bbb9b9f76dfc3c48b289bae54216a2c4948285956d5231ddb8ed1c30f927cb84,0.7130973564480386,1283,0.82711387807874,0.8638272191381242,0.9704463909156867,1,4,3.5630181665225127,0
Yale University,Jessica Williams,Data Engineering,2021-09-03,2023-12-22,62797217faa3c5ae1e9f42f0009f23e3dc3e5689c6b36ee8a8aa05f5de72b19d,0.6154024589422303,1580,0.7377038251119193,0.9045796106228442,0.980608400209619,1,3,10.664598322543949,0
IIT Delhi,Ana Chen,Project Management Professional,2025-03-15,2029-06-23,21fc1cfdaaf990309bb6adbe1c11553aca3c73ebf8b72e7516ef4e2bf2e3e9ad,0.8027862004680553,291,0.8674853963277833,0.9573968455737707,0.9131271623992077,1,7,20.697977588206086,0
TU Munich,Sophie Jackson,Blockchain Development,2025-12-01,2029-05-05,0e828a8fcbc1e446f369168e91b47b0e29854c407d3c29e6c50d25d463648095,0.5266055819146057,30,0.9729409658129469,0.8870632844277826,0.9819538836073242,1,4,48.78499220990114,0
ETH Zurich,Thomas Kumar,Full Stack Development,2024-12-31,2029-11-11,29c05a07916178c696e9a336df2f9209be94d61dfb272556caeb87f77bad5c5a,0.958895642581063,365,0.8811775667545747,0.8565334943394252,0.8799720096726766,1,3,7.477186992965373,0
MIT,Yuki Tanaka,Digital Marketing,2020-01-02,2024-11-15,762de14894dd02673478f29135cfeb9ac02ccdd9cf1a0bfa9384c9792d63b290,0.6603152072417827,2190,0.585861459072333,0.8396018835133066,0.8752427485832194,1,6,12.042913410383843,0
Johns Hopkins University,Richard Ali,Robotics Engineering,2022-01-15,2024-08-06,8dbdb133fb1f9baa2b83e4e04968e9f546abf29d2b81b66ac4f8dc1defa2ffd5,0.8718685729272927,1446,0.6303643064866066,0.963865875326575,0.960959467025974,1,5,22.509814150274785,0
NUS Singapore,Karen Anderson,UI/UX Design,2020-12-06,2022-01-10,c0ff6641862b25eeeaef7fa8612501cfd6eac99764b060f9c6a0bca5bb202392,0.1382,1851,0.2581,0.7375,0.0259,0,1,3.41,1
Salesforce,Barbara Hassan,Data Science Professional,2024-06-25,2028-11-03,ebd2d00b6e7a4d20b4c5ab97f0edbf93e2c687d2efd40aa948673591bf179535,0.6943568239808081,554,0.8419730832735886,0.9182854433868235,0.829952364859092,1,5,27.53102425484065,0
Stanford University,Linda Rossi,AI & Deep Learning,2023-04-09,2025-11-04,e30747af6e1f112a1a74e7fea4d394b717ba90b94d9a67b992559fe35b4ddde3,0.8687348893737883,997,0.38276189773449365,0.8907024615643094,0.7668059932704703,1,3,4.831183435467382,0
Columbia University,Joseph Rodriguez,Project Management Professional,2020-07-26,2024-07-13,131f19e49df31548758b328bd680469719a79939be7bec58a82950fb50f5313a,0.6641117614830869,1984,0.8197545879102746,0.8074432387994953,0.7771167790763274,1,8,39.22491979681417,0
CompTIA,Linda Rodriguez,UI/UX Design,2023-01-31,2027-02-11,9fff34ea002d4698ce3331ea9293ec2383b702286fbb9bf40e70c961f489cc3f,0.8919351397576223,1065,0.6774561894909769,0.9606497222981236,0.8027364324253679,1,3,39.69264488566787,0
University of Toronto,Yuki Johnson,Quantum Computing Basics,2020-08-11,2022-09-12,5160e1b4677967672d1bcbf741636172fa440512676145a357fe8417af50b8be,0.8956811668986359,1968,0.5052301375058668,0.973536072997055,0.9670812795347496,1,3,59.643681994045835,0
University of Toronto,Robert Miller,Blockchain Development,2021-02-17,2025-04-23,1998a80ea3d5ed3463df90ca39ffcd12d29ce89322ed27cc610166e2e35904bb,0.4966361517848352,1778,0.9756088288328506,0.8939451279784801,0.8752529721991177,1,10,3.980790933338252,0
Coursera,Mary Smith,Network Engineering,2021-10-23,2024-03-16,bed7027c23084fb2605a5fd37f4315c7fe19b129624c94f1489e0e0b27082ff3,0.8617836288372439,1530,0.8303513361119724,0.8722125237228705,0.9773497419676064,1,5,74.35095829558763,0
Coursera,Patricia Hassan,Data Science Professional,2025-07-13,2028-08-21,0a55e697441adf5e2e10812764fd1aebd3f93e24767d8143f191b9f2ac051828,0.5561865105182665,171,0.9376720558188778,0.9020833993657358,0.6977638504370428,1,8,74.71161944626094,0
Udemy,Arun Anderson,UI/UX Design,2020-12-25,2023-07-17,78c71be99095fb2eb89eb09c1945422c31435b5a4c3049b608b01ecf373af038,0.8774058310948861,1832,0.9114446121562427,0.9310468716843985,0.9493806236809595,1,1,213.32466941627948,0
University of Toronto,Richard Martinez,Machine Learning Fundamentals,2024-08-18,2028-05-11,f4da75f1de391cf896e5c65a840e75fe3e06a80538e35a02003e64b0e97709fc,0.8719817839605685,500,0.8952507662431397,0.7986328082306093,0.6246107177204249,1,3,3.9491199979968488,0
AWS,Susan Anderson,Computer Vision,2025-06-08,2029-06-29,2f4beeaab69b2125c51df3e8009100f495083707f0528a4a59459796251a127c,0.9187989488919317,206,0.6788027862248891,0.8862965083685027,0.9404795258132794,0,7,63.882094295883405,0
Oracle,Yuki Harris,Data Engineering,2023-01-15,2027-03-01,372dffda5dafb1ebac06996becce6e1607d1567e04f64d173e483f7878f15aa3,0.4315381513045438,1081,0.998775178291961,0.9748747043440091,0.8111053859006695,1,6,44.835674333452964,0
Udemy,William Mueller,Blockchain Development,2023-12-08,2026-06-02,e8f4b4e78819f8caec084aa2e1f6b338f02042bb635301b7bfd5e4c838e539c7,0.6716581891840383,754,0.7126714892628644,0.9416833463839194,0.9646952453881672,1,8,0.9560689611042829,0
Yale University,Jessica Ali,Network Engineering,2022-12-06,2027-01-23,73ed720458e1dc1039590c776f04f11d35ca15a2ea7e8c9b9c7edd63b4e5ce31,0.925048810945261,1121,0.9081486764003117,0.9944354235203977,0.9192938832819548,1,6,8.84136871094343,0
Harvard University,Priya Thomas,Machine Learning Fundamentals,2023-11-15,2028-04-18,42e6b76a2364a6c23c81a447cdd67c355a9cf0e80c121e2db7a648e5ae51bdf2,0.7340469947710984,777,0.9180109694841184,1.0,0.8633680928291263,1,4,15.87607327162147,0
Columbia University,Christopher Smith,Digital Marketing,2023-11-02,2024-12-22,c6de68f51a5b9a89933a467a82db04cea9fba1b6354cc416ea83b543d707fbf2,0.8157214826302625,790,0.6588160114899178,0.9434620438741285,0.8237101783020541,1,9,12.046759783387198,0
University of Oxford,Mary Ali,Big Data Analytics,2025-05-25,2026-08-10,06fc16421cb4b26f636f620b0aa70badf31e7f23d99fc4564d52415aa91557d8,0.9410503729563395,220,0.958805871788911,0.9999470452069249,0.9814786505553659,1,13,25.08860306105469,0
CompTIA,Richard Davis,Big Data Analytics,2025-06-24,2029-04-23,dfed20000685dfe529e53f68890682de561b40770eeebd6ecadba0287e174b77,0.7975640622227719,190,0.8758918130173575,0.8801359302906165,0.8838021741624982,1,5,11.744463572160338,0
FakeUniversity123,David Ali,Database Administration,2021-12-03,2025-08-08,e85c712b47a0d62e9b90b29d9597759c0fe85cd90beb1e6b9cbf023103180t62,0.1306,1489,0.416,0.6989,0.0881,0,1,73.29,1
PMI,Fatima Anderson,Cloud Architecture,2020-05-02,2024-02-19,aa35ac7150e8a6070f1826f73fca3b120d1c163297796f6523d8f8cffe6ac06a,0.9426910898315595,2069,0.6398995813961261,0.9367926533990452,0.7291197053523818,1,7,7.032648449306127,0
ETH Zurich,Elizabeth Thomas,Data Engineering,2025-08-18,2027-08-26,09f32f264a7ff8040290a75ecec85d79ff7fd483898668c23276bd3a3087dc80,0.9411331001094928,135,0.9261081658353322,0.9537025501856695,0.8908186058997458,1,6,0.3080039406121585,0
QuickCert Ltd,Arun Martin,Cloud Architecture,2026-12-08,2028-05-09,71a6c9fb0ecc3850e231dec21d7f164316b28a23f9aa43dea59cf2a056f8b596,0.435,-342,0.2852,0.7291,0.1487,1,1,153.75,1
IBM,Mohammed Thomas,Big Data Analytics,2023-11-09,2028-02-04,70d0637b00639a4fd5d6b3abca89520b497e754925c604ab662e8571867e4a67,0.8641739514716734,783,0.8180618997928927,0.8474518540197981,0.9286841288828999,1,6,8.142496612122489,0
MIT,Jessica Smith,UI/UX Design,2024-10-28,2029-04-28,69ea95a2b5ccfc731cdaef13eec8e87a1696eab4a9b3d6a21fae8c230762f064,0.8304768120311306,429,0.9269800210905017,0.9537510335787202,0.7425890297937545,1,5,21.657030932160872,0
University of Oxford,Linda Rodriguez,Data Science Professional,2024-06-04,2026-01-24,51cf2a58b1c24a93df8d6a13625e44a082239230f0b4194be14261d56951ec6c,0.8297085341455697,575,0.8596572058110629,0.9806193981902505,0.9485274811074192,1,3,30.802830041081393,0
Google,Linda Thomas,AI & Deep Learning,2024-10-07,2028-09-10,739bcbfdff37616bc0bea7d718b8111cb2bc293ff057249b950cbcb1a3a728db,0.8979419886663952,450,0.9098665532073227,0.9096866919050856,0.7671852875561238,1,9,0.04183550559157807,0
University of Toronto,Joseph Thomas,Project Management Professional,2020-12-03,2022-09-16,17260d75abeb5b57b62820b8c150e0f85fd7b76923ca5f1b5eb1f897cc3ffea1,0.6738250507446871,1854,0.7500781054319196,0.8582803028137829,0.8297115657741683,1,5,33.87052430627804,0
QuickCert Ltd,Sarah Martinez,Robotics Engineering,2026-08-02,2029-02-17,6e2a85398c5c1a2d33558848353553090133672e147718913c59935bc5445596,0.3353,-214,0.296,0.7101,0.2827,0,0,10.96,1
PMI,Linda Tanaka,DevOps Engineering,2024-03-15,2028-06-26,685b3157cd59b56e2979e82400e0e11ed54726e2a82bde3f0ef6e9f43c9d31bc,0.9008101539460831,656,0.9247076456213702,0.9440696979840351,0.7709988014760202,1,7,41.64347202187109,0
Cisco,Thomas Hassan,Agile Methodology,2025-12-07,2030-11-01,8a5b57cfb32f03abc58aeb20b975549450a48ba7f99e4b19eee89290fd7503f3,0.9965550506927916,24,0.748545758121639,0.9728227241106919,0.8676439263765802,1,6,3.0588962063962573,0
CertForge Academy,Joseph Harris,Data Science Professional,2021-12-11,2025-09-14,85b6029c961242d34571b44e120d9ab0d240b6745528e1abb4fa4b1fdc15d162,0.0928,1481,0.5145,0.4728,0.2623,1,0,22.87,1
CertForge Academy,Mary Davis,Data Science Professional,2024-09-18,2028-08-27,ffd5e18bf1a31d3ff2616c3201b0e19fd1a8053a02e256f85e12cc5df884414c,0.1714,469,0.1117,0.742,0.1218,1,0,37.74,1
IBM,Barbara White,Network Engineering,2021-08-14,2024-07-27,49b4f734672b009ee392540b1c3bf17690e4cd60a24f393e0702fa1cc08acc99,0.8017279754446901,1600,0.7376451959105138,0.9776903061934605,0.8686400919419474,1,6,20.325619280350722,0
Johns Hopkins University,Arun Kumar,Full Stack Development,2025-09-24,2029-03-15,0cf40e45c8e8c9cee44bcb1460666c645d427ac660a070ebb43a2985fa241c3b,0.6355960665283189,98,0.7796920818989802,0.9610741219585819,0.9914960784971226,1,4,36.14975893624727,0
Yale University,David Anderson,Agile Methodology,2020-02-28,2021-05-15,8866e5b4afdafe2f917a681084d5c6a9670fef81fb37a00cae42359c3e4e480c,0.8096849263566408,2133,0.5479164847100333,0.9553613025859449,0.924766376079388,1,8,36.868256356950496,0
University of Oxford,Carlos Tanaka,Agile Methodology,2025-10-20,2030-04-07,37676fff0d96bd4f09174d7465e1a0d9ef65532d6972daf8c0c3432b3be20665,0.9356960276674825,72,0.8789245352947878,0.9363200952442351,0.9344348970348054,1,2,35.831599060003285,0
Coursera,Barbara Chen,Agile Methodology,2025-09-09,2028-11-17,54ec6fbd7ef29d55041487049e09f5b03d3d06f82a31b0e35182fb42257f33ea,0.7639741503868593,113,0.8767062014079503,0.9382299809726551,0.9390082521380415,1,8,5.3106035394895645,0
ETH Zurich,Robert Jones,DevOps Engineering,2022-02-03,2023-05-05,f7c576946e68eaf6d32a55dcfaa6e7c3419d7c376953976c6236f1db98f432fc,0.6529143820209178,1427,0.911998260913677,0.8664432207724775,0.8200349802994326,1,7,13.471173293553507,0
Oracle,Joseph Thomas,Big Data Analytics,2023-03-09,2024-05-10,9cee8f542d2d22a4979783a14dd1994199136566b40c156de674343b46cd6c72,0.9596444655627111,1028,0.8054197655548146,0.9915448331523897,0.8812261897758364,1,4,24.344681795857216,0
Stanford University,Wei Smith,Machine Learning Fundamentals,2021-10-15,2023-05-24,ba8dc01c28b6b625b0558858951155701f0390fd440e02bb038f242f939ef02e,0.7008258145227406,1538,0.7808822942855295,0.9365134547341639,0.9289522081708054,1,9,18.001505638301794,0
ETH Zurich,Linda Thomas,Digital Marketing,2024-12-09,2028-10-06,107a7d3eb6fc4034da19c5e932ca80ad1dc8885d8d57cbc1fb63304e9940d7e8,0.7123919464048674,387,0.6972494325234425,0.8968759929718793,0.9732512583122899,1,8,14.679340149375507,0
QuickCert Ltd,Sophie Martin,Quantum Computing Basics,2024-09-13,2029-05-24,9f5e1ba0a26afab1101c9c935fdc8b9282f07930d34d24e4ce40012a24a67a7d,0.0381,474,0.3802,0.5111,0.067,0,1,7.9,1
Salesforce,Jessica Martinez,Software Testing,2022-11-16,2025-05-27,3f06053826a80c55bd6f44da9a531a72e83b89892517851dd9256aee6f595658,0.7165520383076932,1141,0.6827141983458828,0.8885641012384078,0.7386626823150232,1,8,7.661099222742162,0
Microsoft,Barbara Johnson,Machine Learning Fundamentals,2023-07-08,2024-09-25,c461ef7969e84430e0d4e3232047238385263c5bd50f51a28e859a89da7b53b7,0.8182900525983037,907,0.9267614431741904,0.9703253755666439,0.9803298828907717,1,4,30.82949719075479,0
Cisco,Jennifer Johnson,Computer Vision,2025-12-11,2028-03-20,c0ca2e2c06587a8813cdaaad099ec5698526e0c334b957ff3cf2432f7c0da355,0.953585766158244,20,0.9047826466677642,0.9620167364559401,0.9515123526736181,1,5,14.854954918888465,0
University of Oxford,Arun Chen,Cloud Architecture,2022-01-22,2025-04-05,d1f69573038885555baee30bdbd05fb23c73c20cce9b65d00218498d8ba0ce4c,0.1726,1439,0.2695,0.576,0.0647,0,2,23.59,1
NUS Singapore,Susan Thomas,Network Engineering,2024-02-02,2028-05-13,163036a6a92e2a5292a4abe449b75d55d98cbf30e2058e64c4ede6a2b5ea6d0e,0.8451257552317053,698,0.847325058692576,0.9057156664221971,0.9546194438664257,1,7,9.777983017700954,0
InstaDegree Corp,Robert Kumar,DevOps Engineering,2022-08-26,2026-11-22,a3ae9881d16fbcca514b3f7d165d0152b96401dc22df51dc2297ca35d4b50109,0.1654,1223,0.11,0.6959,0.0992,0,0,2.35,1
AWS,Jennifer Brown,DevOps Engineering,2021-05-15,2023-02-23,deab008c0c9692e2f28464204c70092f01f1a021fcc581ba5caf7f81b805c1cd,0.5997134269750101,1691,0.9466336973763093,0.9534648057496801,0.8582347769051267,1,7,57.79524226867018,0
PMI,Susan Miller,Cloud Architecture,2023-02-13,2026-01-02,d586ed5ff9f99109cd453055606af2da950f0129669cf5b38cc536850a7e9515,0.6962322358993877,1052,,0.8860815912609875,0.9140065566068689,1,10,80.72490722536293,0
edX,Jennifer Smith,DevOps Engineering,2021-06-07,2025-03-01,98e1192383fe7ce4064637fc58112352db088e954325350032f67f428a9df621,0.8355456382687352,1668,0.8971618497658989,0.8364102049310095,0.9498710567746469,1,2,0.5186131903310992,0
Oracle,Mary Taylor,Data Science Professional,2023-04-15,2025-07-30,adeb5bd378598f73bf4832875cbced5ca1be9aca85eb15330817b1040024d484,0.790564564803113,991,0.9419279162721563,0.9497981654415546,0.8657939961725769,1,6,20.059945608009123,0
edX,Yuki Jackson,Cybersecurity Analyst,2023-03-21,2026-07-21,d9c344eff8ef61436684857464dea1d0189f11daba8d2e7ed37dcaa908c1600f,0.8362435247209693,1016,0.8731999993973557,0.9498608435065841,0.7739137143345097,1,5,52.27554280914493,0
University of Oxford,Richard Dubois,Data Engineering,2025-08-27,2028-10-03,7095564041b2b574d3dbce679ee32c132fbff525b397c45193a5e7af5cb69bb6,0.6102166834236079,126,0.9948020558733276,0.849624415264109,0.8893415106375021,1,3,7.88284736852793,0
University of Oxford,John Tanaka,Robotics Engineering,2020-02-14,2022-01-17,2d1bcd05fb3b3d89fb0bce23da6ba0f6ab40a4e7764c2849d24beb558c16cff9,0.9332496090403573,2147,0.929650184073858,0.8754112683922644,0.978826582092893,0,8,14.780715953680188,0
Coursera,Sarah Santos,Software Testing,2025-07-29,2027-08-12,9ffc9a5b5228febec1b83a211aa36495db600043829fe6316649443ab17d92c0,0.4770729097217734,155,0.7751932894065998,0.8856447542124621,0.9256697817341566,1,7,3.9555365619715674,0
Google,Wei Taylor,Digital Marketing,2020-01-26,2022-11-01,34cac3ffeea2abd7c26da7c42748eb73e66f30e6d9855eda7c21933fb2c21888,0.9215141880439539,2166,0.9828597291566125,0.9332939452744052,0.9836839627967234,1,6,0.005401655787785785,0
TU Munich,Susan Jackson,Project Management Professional,2024-03-14,2027-05-11,2b9c541563c7b589a436d2997f4bf8346c583fc0680a295077dc17b6764a0648,0.5235653947337181,657,0.9475431529096711,0.9088059010770301,0.8959301962993247,1,8,88.04042885978821,0
Stanford University,Yuki Kim,DevOps Engineering,2022-03-13,2023-08-22,ffce6cd746a320412fa618177b505c8ae17447de741cbe788479aa9daa24edfd,0.6253149486409207,1389,0.7778781973384142,0.8876645292036308,0.8371913371131736,1,3,0.042082204855879705,0
AWS,Susan White,UI/UX Design,2021-05-09,2023-02-05,ed550f2ea4257536abe28783d0b074530d1c7d32bd10f4508eb82a49f2df50c5,0.9135702134369882,1697,0.8006347365316887,0.9275035327506168,0.947570274647494,1,7,42.407692004443135,0
University of Toronto,James Smith,Business Analytics,2022-10-08,2025-10-06,1d4216e4735e6cf5e791854fa50e4458a911155b328cfa3df74202abd330ac02,0.7382846592197455,1180,0.8445421007640562,0.939641867832582,0.8179390478267758,1,8,105.1074455711001,0
CompTIA,Ana Miller,Cloud Architecture,2021-03-11,2024-05-20,2719d95ae923ca9ae8f8aa3ea475e33c12bbce95613908ee81ab69e7f5962b1a,0.9348100699257724,1756,0.751542621616973,0.9340278459210037,,1,5,46.88381160532355,0
IBM,Jessica Williams,Agile Methodology,2023-07-14,2028-02-05,9801aa7b396bd321c718ae82d185f60470707db52f4d5fea15536fbd3d1290dd,0.7222266358700526,901,0.9182899847825542,0.9420478889761487,0.841997744537726,0,9,34.43261396259971,0
Columbia University,James Ali,Agile Methodology,2023-06-03,2025-05-24,739e80aba4fff4e183759075d4d0e1eccb940f3b51218602f939065de5543fee,0.9339641626294541,942,0.8654772182293029,0.9438656617282402,0.8039528881932786,1,5,9.85551870878742,0
Cambridge University,Sophie Ali,Computer Vision,2020-07-01,2022-12-04,8d6ddef232ab343bd9811744dbdd43da1b0ea9e13567d78610fe507a54eed72b,0.8522351247013987,2009,0.9818645808471457,0.8939928083561622,0.7606486215987416,1,6,43.05522497401112,0
Adobe,Jessica Taylor,Full Stack Development,2023-08-19,2026-07-21,952340222610d199b3ca968273cc97beb7bfc92a901c0563a777934278e42a8c,0.8391407073156277,865,0.9908167504419841,0.9189853168377972,0.9344101965281668,1,3,35.36741055744406,0
CompTIA,Sophie Anderson,Cybersecurity Analyst,2020-03-27,2021-12-29,57c984114eca6efaebf00fee94d6dc618d52b9b1595c8e942e336c29e9978630,0.8873056982094013,2105,0.717543755500018,0.7950638245980096,0.9345047315694902,0,4,0.5938311733364007,0
Coursera,Karen Hassan,Data Science Professional,2022-03-28,2025-01-29,36a7a629ab36b7c474348d4890726bffad81925777552650bcec9fb553479bc1,0.840565600275819,1374,0.9128146649186932,1.0,0.9733605135119368,1,4,43.49154706268768,0
Yale University,Joseph Patel,Data Science Professional,2020-05-07,2022-06-23,8267855dcfbcc15300aec495a7f03cfb23661215619c07f7359cf0e415f45329,0.6956495697369882,2064,0.7802702324085532,0.9669371587528286,0.8891749922223295,1,8,37.09154498346583,0
Adobe,Jessica White,Cloud Architecture,2021-04-03,2022-06-27,0ed5a9fbad2122b9a281bbe4c1288c44c11e80d230f5f4f171697ad57b505bf5,0.852571030275986,1733,0.888355618544345,0.9034973742771619,0.9240196421801224,1,3,10.621006287057124,0
ETH Zurich,Priya Ali,Data Science Professional,2020-09-04,2023-09-27,7a9a37ddcfed631f0a637bf9e26d1082bd06d01fb973d416ae68dc0c272bcb0a,0.9526119124255981,1944,0.6443089322079868,,0.8384734006668266,1,8,4.36398848149355,0
Google,James Jackson,Quantum Computing Basics,2021-11-11,2025-09-21,693da54533ffc936a534e8cd97e50d0e20dc5ecdfb8411463b5e7d11882d0d58,0.865505111198431,1511,0.6782975436607429,0.860695518985432,0.9272995183601008,1,3,10.418516768911418,0
Columbia University,Jessica Patel,Big Data Analytics,2024-10-21,2028-12-08,0ceb169858c3ca53fa71ffa1e38dd5bcb4d8376637bc090e07ff062e3ae31634,0.8992042169048583,436,0.843577070797362,0.9657300982657812,0.917431569994888,1,3,2.780287130616576,0
edX,Richard Miller,UI/UX Design,2022-06-01,2024-01-29,fc5c811e9e1fb683a26e79f4ac58e774712c1be0a56dd29ad938ba4df9c11062,0.779417653194707,1309,0.9619942590841497,0.9547725892340815,0.9599687490169398,0,6,40.33366023030438,0
NUS Singapore,John Harris,Project Management Professional,2025-05-04,2027-05-03,86882e74c226f00fad4d204d1f25038ccecce37458b6232a5996c383281e6127,0.5044166685802878,241,0.7745753957715658,0.9015317563634614,0.8410826475787084,1,6,34.85707833631653,0
AWS,John White,Quantum Computing Basics,2021-09-11,2023-07-16,a042ebfccf94910b0be62c6aa5e5072257f6d4dab88d98d7f769a2cd1255a343,0.7527222184307832,1572,0.7152942059633816,1.0,0.6234976220512953,0,8,9.677560938086144,0
NUS Singapore,John Thomas,Machine Learning Fundamentals,2021-12-27,2026-08-01,8d47165a4832f6a4061e919ee69aa76e4e2aeb1814e70ff40481e1f945f8e80e,0.934752608964017,1465,0.8621607409608941,0.992648604897786,,1,6,6.143924213142391,0
Coursera,Joseph Thompson,Database Administration,2022-05-13,2023-08-17,8db7652c4ee213670e1a431f50c1e902501cfba569909a53d32590a6cf2a74d7,0.7601518702424126,1328,0.9052009602821948,0.8861959826681813,0.799876793783556,1,8,16.496835811818922,0
Google,Michael Johnson,DevOps Engineering,2024-06-21,2028-10-03,67d531b10ff5478b14fcd1143ab9984b241370a3c3f0310293f0b47616dfcbce,0.9600463935619902,558,0.8034605490554894,0.9333092752716644,0.9572887750759378,1,1,84.27737444583094,0
Oracle,Sarah Martin,Data Science Professional,2023-08-31,2027-10-31,3cc15fb78681a7d22add1d7e550317f52c7401ec1c4182db39a2124d262e7166,0.7040250186880034,853,0.6638488448488465,0.923012040964785,0.8844951930940642,1,4,91.04559174985829,0
Columbia University,Jessica Williams,Data Science Professional,2022-03-25,2024-01-08,d7a6c95637e976b63ff5fc9fe38794bc84e01f7941feac7dc13be563c8be2966,0.9684322144635703,1377,0.862471819699923,0.928267692771039,0.6249760016742081,1,4,37.387088749340684,0
MIT,Jennifer Martinez,Database Administration,2022-05-07,2024-03-15,495999f45e79dcd67f6de481ddb08c183ca2497d239338529a3c692d111a7548,0.8848354689851607,1334,0.9502604420807154,0.9107082907197526,0.9252508738387392,1,12,1.2017067320790351,0
FakeUniversity123,Yuki Rossi,Data Engineering,2025-11-11,2026-07-16,ab0585dbba618152c7883ffaca89db9f85ed0f78e1d8d3f5ca0d30bb46fec5e3,0.0436,50,0.2429,0.8452,0.25,0,1,43.21,1
NUS Singapore,Arun Hassan,DevOps Engineering,2024-12-26,2028-09-24,882a1a0118da186e316f2070fb41e1a5223e75d7e0ded49112dbcbc4b3b15a15,0.9235860170892861,370,0.7667845803135623,0.9741006684718461,0.8284649477367313,1,3,46.7587721360975,0
Cambridge University,James Thompson,Big Data Analytics,2021-07-11,2024-05-24,bab493afafb6bafb0da02e83c0a2bf43ee734813be1144889e1b19fde18f5a9b,0.8303433887289344,1634,0.9013484460894663,0.9365492003133254,0.9950556886086204,1,3,52.300627987615606,0
edX,Fatima Garcia,Network Engineering,2024-05-16,2028-03-23,959368e618ecc693e16cd669158cd2c4975bcaef050f582cd8be6c5f4ac2964f,0.8295289826741876,594,0.9530020411247939,0.8909381935893584,0.8773482159961795,1,7,63.78914467077468,0
Harvard University,Elizabeth Garcia,Software Testing,2020-04-17,2023-03-18,813894d3d8abf06086a454afa98e583465991912fe6d62ae6728507b7ee4039e,0.8598952522954968,2084,0.9637396981201679,0.9765926461667312,0.9164519777696848,1,5,5.6465174417637005,0
PMI,Karen Jones,Computer Vision,2021-08-07,2026-07-13,b52f309408258454de6767c4420be73980afb68af1982969dba0f6d1c0fae6b6,0.8547561371563878,1607,0.8488911857894725,0.9408086010800735,0.6740799747263516,1,9,11.231443570148505,0
CertForge Academy,William Taylor,Cybersecurity Analyst,2024-08-08,2027-07-27,158dc365,0.5044,510,0.5843,0.5268,0.0121,0,1,17.5,1
Coursera,Christopher Jackson,Digital Marketing,2020-09-25,2023-10-09,d4cf9a2bce98af447eadc5fd89faede3713c47dfabe90cbbfbe41bcf56a7c13f,0.8660298896569786,1923,0.604237434075986,0.9386266871108815,0.9491181187107052,1,6,25.77523334295099,0
CompTIA,Wei Rodriguez,Big Data Analytics,2022-09-15,2026-03-25,d01d84a75f939654e8d37fd9404c54469d252213b94153623be6479c37d21618,0.9125337084622821,1203,0.5847915320919914,0.9342821539793329,0.8851328177659034,1,3,25.27860724624085,0
NUS Singapore,Jessica Thompson,Network Engineering,2023-06-11,2027-01-31,e2b100f214d66db212ee7639abca1504262c4b619b9684dbeede99581f5c82ac,0.8810568261903381,934,0.5934147767219744,0.9626181567400179,0.6777316582456971,1,3,20.113030818131435,0
edX,Christopher Anderson,Machine Learning Fundamentals,2025-07-07,2026-10-15,60c2bb81554811bc3ce13fe5ccae53294c6299649a2b00de145707dca1c3d843,0.8692447731279194,177,0.8514622894175156,0.9618224027865414,0.8442722236460412,1,3,36.64190448920196,0
InstaDegree Corp,Jessica Tanaka,Data Engineering,2026-12-02,2030-07-26,917a27342a8c280c712f45e0bec4314a78481b0ba3467f5348d0244f4fc76146,0.3469,-336,0.0943,0.6551,0.0579,1,3,13.2,1
Johns Hopkins University,Pierre Harris,Mobile App Development,2024-04-29,2026-07-31,8ad5e1d7d2fa37fc66e88dbb82b503f7e571e450e5e136abb58022136dcf569d,0.2121,611,0.4,0.5071,0.203,1,1,170.53,1
Harvard University,Wei Harris,Data Science Professional,2024-09-22,2027-04-12,15000c987c9e2bd1a4de4e4538d9cc641b142a6611709c29d6c02ff4c7a6494f,0.8220593867022782,465,0.8840121533117876,0.9363247036559702,0.8749992674368995,1,8,36.525306281960546,0
Adobe,Jennifer Anderson,Natural Language Processing,2020-02-22,2024-11-11,cecc9c20039b362ed95d18e7cfab6817ae17ac9c40764037de427f3ca350b5ff,0.9375555283685427,2139,0.8139293158132715,0.9432471675464528,0.8199179323484083,1,6,17.879354871545328,0
University of Toronto,Thomas Taylor,Quantum Computing Basics,2024-09-30,2027-06-15,4b9035f3b9d606930e2876648dde02ed91cc4cd90ba488cd9b3c4baf4eba1607,0.8980754638690595,457,0.9500202024854163,0.9477038292886117,0.8797702152498699,1,2,16.725849904124004,0
Johns Hopkins University,Fatima Mueller,Agile Methodology,2022-04-21,2026-08-03,8aa90b023c256b57515b9971fbffeb0af1409ba8116492662008ef285624f695,0.7172201061180989,1350,0.9411484312648797,1.0,0.814860500600925,1,7,21.318851586239028,0
IBM,David Harris,Big Data Analytics,2023-08-30,2028-04-05,312fdab3bfc294ef5e8d1de5b87c313449eb3859ea61ed302e93ebb43388ab7c,0.9395670129720134,854,0.7421196143698874,0.8942133188320923,0.8069821320771325,1,7,29.997021899712117,0
Johns Hopkins University,Priya Hassan,Computer Vision,2020-11-02,2025-02-21,3e86bf33eee9fd49d342b4fb57f400b5b09db4d399ca147d5ddcdde2344fb09c,0.6733989599528178,1885,0.7839671088545462,0.8920623745046748,0.9649101546396038,1,10,57.956834423833115,0
Google,Fatima Rodriguez,DevOps Engineering,2023-10-14,2025-10-10,056239ae3cd5abede08f4a654d0fbcc000920ebd9dbfe230f38001305f7238cb,0.808507423456281,809,0.7601848254533479,0.89969954135326,0.8923653327516853,1,3,79.64612862002369,0
MIT,Richard White,IoT Development,2024-09-11,2027-06-27,c7a8258f2196c512db8bdf0dc062e78a6eb041ca454feb6c110ec83bf007ad26,0.9481558974509745,476,0.7242349316208622,0.952062141529732,0.8970348898841507,1,6,35.84908430211677,0
Coursera,Fatima Hassan,Computer Vision,2022-08-15,2025-11-14,76e69bbfd65363e978266a50a61b3d8a7632edeaceb7a9b681861fe5cb43cacc,0.9729275483783068,1234,0.7926189533870812,0.9316170821930708,0.8990545965298326,1,3,59.21718939304796,0
Microsoft,Ana Martin,Network Engineering,2025-10-30,2027-05-25,2c0cf4bd0c3c6b5a481fa2030c7e2a8f73dcfa2294f58f8027d56d3216a95ee6,0.8176422568860966,62,0.6285469148222657,0.9391225891727775,0.9397415193319668,1,9,65.15770046507991,0
Cambridge University,William Santos,Mobile App Development,2025-06-05,2028-06-21,dbac9cec0ddc5a25a99f30091a049e0724e4e6e36024ebcb0a943a6b8fd82695,0.8180977648852263,209,0.7341008485119479,0.9360262279408431,0.8530069569391965,1,7,41.32012706109337,0
Salesforce,Michael Ali,Business Analytics,2023-03-26,2024-12-27,a9e4073861ade179250aabc29c99d1182b3f032958e7cff3c321a413a906b191,0.9739488885354106,1011,0.8878077870223263,1.0,0.8921978477994288,1,4,4.248350691211609,0
Adobe,Priya Davis,Database Administration,2020-01-01,2024-12-28,2cbac067c42b4b53d976ce389ab4fffae938e6177e590a418561f2330057d029,0.49670710152363484,2191,0.767130602425647,0.9399969167230006,0.761904276479957,1,3,21.976107469535908,0
ETH Zurich,Susan Thompson,Data Engineering,2025-07-05,2029-03-31,6ea4c3160c7d78481ae62a3c816903f68089fc79b7e0d056a68fe55f67e129c2,0.7113952526158609,179,0.9168833189797824,0.9354393736806542,0.8751817574704666,1,5,23.77440240517671,0
Columbia University,Jessica Tanaka,IoT Development,2021-10-12,2023-03-23,0555c8577324aea55342148d82c52d3c08a87c00050cfd2149fbe749cacb057b,0.7919190423937164,1541,0.7538443597888252,0.9229312818657536,0.7618067532476036,1,13,14.313247408524298,0
PMI,Susan Smith,Data Science Professional,2021-09-25,2023-10-29,4038c9afb88c372da3e0c9163b92af414ee68a2751840589981487b6c4b6b75f,0.9261474773743891,1558,0.6551423972370567,0.9348572022471092,0.642925154316607,1,3,32.140784527356296,0
AWS,Mohammed Garcia,Blockchain Development,2024-02-04,2027-06-03,3b21e23916b7a62217fbeeb33cb036e538c31e45166b196c9b71165f87944f90,0.7646764036914041,696,0.9580038613005011,0.9560861712223965,0.8365469389323561,1,10,5.62190663470013,0
University of Oxford,Patricia White,Data Engineering,2022-09-16,2026-08-07,bbce3b2bc4e368e2c3d06fca034315ce71513029b4017f04f4a53b6fb1d3b7e1,0.6009510116320212,1202,0.7962685899792505,0.9546747444643569,0.8078632575512451,1,8,7.34399985452573,0
MIT,Fatima Martinez,Business Analytics,2024-07-25,2025-09-22,57e771ccd0ac97c0f4564669c046d0506a8f3eaed9af3498d2fdda61489fe5c3,0.7006044344381264,524,0.6623697574674475,0.9085571237203396,0.9480814653251736,1,9,18.477572380371196,0
Harvard University,Wei Hassan,Database Administration,2025-10-15,2027-04-07,cb0f8319854a8bc050299b85c480bb320b001c55d40d6f3f6fdbdefd08ee28c5,0.9181460469655331,77,0.8038379623075835,0.989795890704242,0.7233730308052063,1,7,7.721507860031213,0
Adobe,Sarah Kumar,Data Engineering,2024-05-22,2025-07-29,61bf51fe0b13aef404aa9c759c715f986ac5da278bc1d091cb5d84285180691d,0.9220378863279665,588,0.9494486391614976,0.9298747515557519,0.89020170892567,1,10,38.17959462805258,0
Stanford University,Patricia Jackson,Big Data Analytics,2024-09-01,2029-07-25,c4ecd67c9e2151ceb76a8291b0934d06a13ad9c22afea8b2d71aa5b9dc9be020,0.8813576148802452,486,0.8882365651679934,0.9290650386936363,0.9426215123487445,1,7,45.74146687193864,0
Udemy,John Miller,Quantum Computing Basics,2021-06-15,2023-06-12,575c77598c663b862c09cf74eeca393455d4e8a43f57444fdbce31cf06f28633,0.8318167682593538,1660,0.9088648027810442,0.9218616755710017,0.7704423349860662,1,8,30.397374416515813,0
Yale University,Ana Johnson,Quantum Computing Basics,2025-03-20,2026-12-25,44cfd04b9a593ffbb12956b181de08edf23d6991773a32aae7a65fbd21a594ad,0.6829161170012428,286,0.6450834754027697,0.9370035366841367,0.9185410207743039,1,7,24.255694283125138,0
Coursera,Yuki Mueller,Data Engineering,2020-09-10,2025-02-03,1159c816821f3e5c6a385f1c9c5c0037ba9bb87aa24b1edcf973bbdf2ce479e9,0.9904723343336972,1938,0.8466084272517772,0.9163491445830173,0.7211537000028809,1,5,64.24772552667616,0
Salesforce,Linda Tanaka,Machine Learning Fundamentals,2024-04-04,2026-01-16,f3e61cd1056a9a7bf56a4a629dd33878cee806641f7d065d81dd315ccbfe8dbf,0.7825490956750557,636,0.8560180657466999,0.8737802125040423,0.884697261440748,1,8,12.547051508186273,0
IBM,Mohammed Miller,Robotics Engineering,2021-08-15,2024-03-09,673a2d759622fa30f16a5afa499665971e5ff3126ac53f97a357f4d0a2613429,0.7655165504064125,1599,0.7900594492963184,0.9418279902078834,0.7291438940382037,1,6,8.977292722451107,0
AWS,Karen Kumar,IoT Development,2022-08-18,2026-07-03,5875168d3b4275dc0e04ed67308615455ea68a9220e1e75ff263451faa49e869,0.6589656959035788,1231,0.8185318576774868,0.968905466216028,0.7685957810642841,1,4,15.061380208144735,0
Microsoft,John Brown,Database Administration,2024-07-17,2027-02-13,ba3288446cbec9521e8eb11dd818fff7f8e1dc0ccce3666a0061437a3800a3c2,0.8845813714119214,532,0.9696406924610877,0.9899714896216347,0.7261550141249653,1,11,3.081298663815555,0
QuickCert Ltd,Yuki Garcia,Full Stack Development,2026-04-04,2027-02-07,398f2d0472c403b533c76c3cc4307cbb755f3d6ff1f2962e793f0c19e5eac027,0.1075,-94,0.4659,0.6162,0.4018,0,2,40.86,1
Adobe,Patricia Harris,Database Administration,2024-08-16,2026-04-05,1b9df14ff26db28bb665332efdb4f26715c8c4de8ecd52ab45e35cbbd8605c51,0.9053303320739879,502,0.7659738192685613,,0.8695288871295792,1,6,14.597404826128965,0
Columbia University,David Hassan,Digital Marketing,2023-02-23,2027-07-21,64e3a25cd9906b8a48e42147c214173b8538fd47ab226b9e6ea94f070a51bfc5,0.723711419458823,1042,0.5983159247458423,0.9423025658487124,0.6464962337365381,1,5,12.422158768413835,0
MIT,Sophie White,Network Engineering,2020-10-19,2022-02-09,84a65eecf539c8aa4da3bf9532f9e009140010e6502bc94ceae197cb7d080689,0.69815000907787,1899,0.9189880279165239,0.9099783038733644,0.9242570363103392,1,6,2.4431964869997476,0
NUS Singapore,Karen Kim,Full Stack Development,2022-11-19,2027-01-04,c4e6621604399d5fa30ea46aa12eac264b26ccf3504c88c35cf3216c1f5df3d1,0.8187001848239086,1138,0.8574613240801521,0.9134411831416867,0.8285333577094671,1,7,7.608881780195614,0
Johns Hopkins University,Priya Ali,Digital Marketing,2024-10-31,2027-05-01,42764c44d45d10fae9397a0688fd01a4aedf59068ae275d9582247d9e6368f75,0.9334608908903389,426,,0.9472809205217093,0.95241262274848,1,2,15.241600246575441,0
Cisco,Pierre Johnson,Digital Marketing,2021-02-17,2023-10-10,40afcc88cfc420fd23370fd64d64eb9159df57a0b241e69fa59b2c3bb5a58107,0.8617388588816693,1778,0.8632643373002579,0.9203645465051798,0.8440877990857242,1,6,12.066535854266343,0
Salesforce,Carlos Anderson,Big Data Analytics,2024-09-10,2028-05-10,6c7b84eb98fb6c175cf4115d735fa27e498af9979a02e4785a6581968b5b7730,0.5211492223818167,477,0.7512129125777615,0.9196135388872632,0.9227057482098397,1,6,61.68308191515794,0
University of Toronto,Priya Patel,Machine Learning Fundamentals,2024-03-07,2025-10-25,7b436c2385c1efc99f2715e71dbf36aff1265946e0d4beb2bfe134da5f54dae3,0.8248752700935774,664,0.9548306280135355,0.8399989357569069,0.8291889174645666,1,7,22.436153747208635,0
PMI,Mohammed Davis,Cybersecurity Analyst,2025-09-19,2027-12-22,1b24406c7a87c86a9c58669c67f1d16a1cf0d84380a0422c3b6c4b68dc5f3f38,0.6501841731124315,103,0.7987402844619734,0.8475030812757873,0.7434912733045039,1,5,2.7294487793076723,0
edX,Susan Harris,Big Data Analytics,2023-12-27,2025-09-16,ebd4a7fcac2369b4f7e701fc23418a58156590bf9f33182aca6fd4ed01a4e7cc,0.7127175506966363,735,0.8652653826972839,0.9016973320599708,0.8720649095555841,1,7,1.3538448767841924,0
Harvard University,Jennifer Martin,Project Management Professional,2022-12-26,2026-10-13,ff53f357501a6cd8bb15a5c2b7b5932725d738567d620b11b7dd8d7ec494eb37,0.9151713687831203,1101,0.9436805536022222,0.8339854406867742,0.6860548701376148,1,6,12.896937757654975,0
University of Toronto,Carlos Thomas,Machine Learning Fundamentals,2021-06-22,2025-12-22,681b74ce6c73729323179c455662c715ab4b2035465a907fbc120f3442c0d92f,0.5639422254728237,1653,0.5227454514971123,0.9376005741387793,0.9277415684427809,1,6,83.66795022810628,0
NUS Singapore,John Harris,Natural Language Processing,2025-10-20,2029-11-29,f37cfc28ce3875223f3a5ab3d24f3e83cffc048b0f228fb3401ee5a60c56eb9d,0.6773237763440836,72,0.8840676027234841,0.8909239641847134,0.6935341724733551,1,7,46.838509237969014,0
MIT,Pierre Patel,Big Data Analytics,2023-09-19,2027-01-22,a1630cabef4c522c8f09ada8137690949b94df03336cc2cdd1ac10756b0a88be,0.7809070555805974,834,0.7799573715722949,0.9591876711093671,0.8582827121077024,1,10,19.529435793756257,0
Yale University,Robert White,Project Management Professional,2022-06-20,2026-10-07,a465ba9c58523b529,0.0611,1290,0.1428,0.5909,0.35,0,0,1.35,1
University of Oxford,Christopher Miller,Quantum Computing Basics,2022-07-27,2024-07-28,4b431904fe798a05d63caaf2a43b6a225346128b5408aee220f140699a94abc3,0.9076950659108998,1253,0.9230916406332296,0.9196405340822171,0.946433157861922,1,9,22.775434797530252,0
ETH Zurich,Barbara Taylor,AI & Deep Learning,2024-04-26,2027-04-29,244c679122d0cbef2dca81278aadf5b080ba298d8046d89b4507a166f0a76647,0.6657938895978434,614,0.9394704522314881,0.9276629483799432,0.9453712023579443,1,6,7.802713494253481,0
AWS,Linda Harris,Computer Vision,2020-08-29,2025-05-01,ff0bbe51faa8d8d5f059dd119fd30136b4bb6185b3bc1cfbe3ebc09cc57452e3,0.9384746108955406,1950,0.7099363939288119,0.8798586514312361,0.9507030342633475,1,6,10.133972287211483,0
Google,Pierre Miller,Business Analytics,2021-01-21,2025-08-17,88f8ab4c54381325b459e4c08fd9d07e88a9b2504d54829eac9c866b9a4d919f,0.909980237459676,1805,0.7955741352044062,,0.9676300662298476,1,4,10.787421776912636,0
Harvard University,Barbara Patel,Agile Methodology,2022-02-27,2026-09-02,db83d3dbc37953a532c154e73f3316411873a9fa68be7938fe153603f818b91b,0.9738505377733606,1403,0.9418730401038293,1.0,0.7802202599941854,1,5,70.48203425319716,0
Google,Richard Anderson,Machine Learning Fundamentals,2022-09-25,2024-05-24,2dec65e03931f416dd6e492e2bee126afde15e4159e81f6cb9e6dfe6fbb34465,0.8133268483747433,1193,0.9158246146928724,0.8634623242963056,0.9051049423081776,1,4,17.592981706758287,0
Stanford University,Pierre Jones,UI/UX Design,2024-09-04,2027-02-01,aba6484ae89d6cc2ee93ed0d448a923bb02daa1023c414fb672b5cf9f8af9cd9,0.8773424005500311,483,0.859115648940999,0.9272850109310001,0.7893245647843096,1,3,65.57619798221428,0
Salesforce,Michael Martin,UI/UX Design,2021-03-27,2022-05-13,45c679d99f8dd92d2a8cd78b1f9c97cb0ba8f90a3a75831831bd8ffa22f3f4e9,0.6639055153523595,1740,0.6721503232338553,0.923119093153839,0.9088476312319931,1,3,86.71815975988018,0
University of Toronto,Arun Wang,DevOps Engineering,2024-08-15,2026-08-13,d5efec70deea12cab2f407478878245441d0c28b23719111b110454904df9e38,0.7062063757289168,503,0.8889960197236249,0.95465714097769,0.5540954439780452,1,6,26.402312694374718,0
IBM,Linda Wang,DevOps Engineering,2021-08-01,2026-03-09,5f3a770d900e1033030b5214dae048e211071666015380fba37abda0f7b879f7,0.8677745535567115,1613,0.8584222224567057,0.9430933190921376,0.7942214638611708,1,6,21.501100938887053,0
Google,Jennifer Mueller,Network Engineering,2020-11-30,2023-11-28,e9826429bf83ae7a72c7328a11aa4b91a2aac93fbe881aa12d4d2be2de5b4fd2,0.8126629804282132,1857,0.8275045461015216,0.9525872010787954,0.9822805813177878,1,10,0.7636352445091558,0
Yale University,Pierre Jones,Data Engineering,2024-12-01,2029-02-05,d28d63dc3c9473466e76bc1015dd91d4b6619603a40579465be5369922a41f8b,0.8325798520730961,395,0.9771857888409787,0.9016197893335559,0.6990078189575717,1,11,4.651213852238669,0
TU Munich,Mary Tanaka,Cloud Architecture,2026-07-27,2031-04-08,c8988dd65da4028bd2a02aabbc6c322b04db4afe15f92670dc9d8585154b3431,0.15,-208,0.3185,0.7492,0.2451,0,2,5.77,1
edX,Karen Davis,Cloud Architecture,2023-05-01,2026-12-19,2dfb79f1aefeb806cbf502e084ddead123bc91ae331eb1a97250d73f5d865990,0.8760818892853413,975,0.8799643349133414,0.9291273004769984,0.8193188007741513,1,8,21.506248507968518,0
CompTIA,Sophie Rodriguez,Machine Learning Fundamentals,2023-10-06,2025-02-21,d3db82e2430d66c3881e1998ee727a3e2c24de8eeaa538ba3b32655e42c5d236,0.6170031411111802,817,0.9063573992851248,0.9113272371606005,0.7501188995478064,1,5,34.302275600273376,0
Stanford University,Joseph Tanaka,Mobile App Development,2025-09-06,2030-06-23,68ffbf0ab586d7407aa01f845aeca914c7c3fa106905ce95d3ad37491dbe6c8c,0.8691758135341783,116,0.7311793550006233,0.9420645056928765,0.9193993787295413,1,11,30.33857834031292,0
AWS,Linda Garcia,Machine Learning Fundamentals,2024-11-18,2027-11-21,3c89d3d621c7a110bd28a4ee5ee5ba25d861cee74f0ba70efdf3f04d65857697,0.9385177261576125,408,0.7166055292584339,0.9156544820399777,0.8585519839193444,1,6,18.563738386399116,0
Udemy,Fatima Thomas,Machine Learning Fundamentals,2021-05-28,2025-03-26,94866a909a03147d8915235352280bce6c4eb34099910a02eef8319e4815a344,0.6533060654574074,1678,0.6912213893660419,0.9565978138745022,0.8277292710213769,1,5,5.232495435460466,0
ETH Zurich,Karen Dubois,Cybersecurity Analyst,2022-11-12,2026-03-29,639c301a37474d4f4f09a102993a27011a9953819b5762e8b39448abeea666ac,0.8432404058590687,1145,0.5102944152993143,0.9118208625861342,0.9384037820703568,1,6,61.392723064827564,0
ETH Zurich,Linda Harris,Software Testing,2022-02-23,2024-11-08,4359bab43424cdda9dbfac660727a84b03f7bc2381b650b453d9eff9faca406c,0.9313964975084017,1407,0.7948732556979341,0.9631664236103399,0.5745853332084901,1,8,0.22499632049387788,0
Johns Hopkins University,Barbara Thomas,Project Management Professional,2023-05-01,2024-05-17,8c8edf4f15f3ce1e3ec370b6955ebc0a6c3150205c56a2aa6260061c3f82198d,0.9259824614005648,975,0.9470006963400874,0.889720085328775,0.938986399460355,1,7,29.693226140014374,0
Yale University,Fatima Wang,IoT Development,2025-07-17,2027-12-09,fb7279a3bd5211ee928793573315696f381c7d3791cd516288a17c2bf49d4109,0.5944092642779141,167,0.9774797010452306,0.9802161131898753,0.8078704000555813,1,8,2.3118414924479387,0
Cambridge University,Carlos Taylor,Robotics Engineering,2021-12-15,2026-01-05,e69280184ea7012b5601a8221b012e2fe77e68cc36b0f362e47c7ae6db6b779b,0.9462912373506938,1477,0.9182555547917902,0.7949818303666089,0.6423778843050573,1,5,16.535018197914866,0
Google,Robert Tanaka,Data Science Professional,2020-03-19,2022-06-12,4156589688bceadeba1956bd720b2628f8dc7dcc1557a64f0d44cf35e476b7f7,0.9237008463940388,2113,0.9443673001357379,0.9477358344681017,0.7043887706993792,1,4,8.399962559792963,0
NUS Singapore,Linda Williams,Computer Vision,2021-12-17,2026-06-27,dc634dbe78471a8081096173b8abb84effe5ee8d0e9c3ee1bf379a748135fcc1,0.8215568086671802,1475,0.8064249655987205,0.9286438914787414,0.663055395143926,1,4,48.47354543325017,0
ETH Zurich,James Jackson,Mobile App Development,2023-10-12,2025-09-09,09275f6ff5090d1fe5791bfc85e366151b8ac4e8f09f8158c3b331068c497275,0.8189860537390099,811,,0.9471697202838054,0.9254087628384944,1,5,6.411555249236976,0
Adobe,John Ali,Database Administration,2021-01-07,2024-06-03,16567db9151c80be02c379167cd0814435258afc4fa2bbe80e4e19c17d6e95ea,0.72402350017339,1819,0.9785657057148675,0.8389398045214524,0.9100969410289839,1,2,33.64704354948701,0
University of Toronto,Mary Brown,Full Stack Development,2021-09-12,2023-06-01,db8184cda7a9fefc9f877736354c880f6900071f2a997f4233ccca0c022f945f,0.7035295976513077,1571,0.9288066175194792,0.9341304023241604,0.7408470780349332,1,4,33.93773917021572,0
Udemy,Yuki Martinez,UI/UX Design,2025-08-29,2027-11-14,c64bf672aa44ff488358029e50242b7b34cb01d91619b9cc8437838c8aae80b1,0.7524813285824378,124,0.7787381196431713,0.9239041964209616,0.8933841398555679,1,8,120.83080628203032,0
Adobe,William Martin,UI/UX Design,2022-08-31,2025-08-12,ebdfbd3f84b53d6ccefa79038863fd8a4a392e54718296928d0b575a1410bac1,0.8436226898448858,1218,0.7497047435887827,0.8876614878649123,0.9769399478104298,1,3,6.000724758600145,0
CompTIA,Patricia Davis,IoT Development,2021-08-05,2024-01-15,e913ce23b3886343d798e758cbcad20c0ba91442155def9c65453cc6d298d083,0.9020966292251517,1609,0.6040158752568743,0.9144955013161269,0.7503170232705387,1,5,17.873217271692962,0
Google,Joseph Santos,Full Stack Development,2023-02-01,2024-09-14,98e93b0d0cb31c4ae4eaa84ac28df251819dd57d5cf3f859fedcb57a6f95fcaa,0.5774747986566456,1064,0.9099891610657962,0.9265189020177894,0.907378383777645,1,4,18.92438703901188,0
Adobe,James Thompson,Agile Methodology,2020-08-10,2024-03-19,4a867dcae01c853b5893324a6b53d20236daeccfdf7e93fa276c087387eb507d,0.7185413569010611,1969,0.5963048877332576,0.9648943033280037,0.9140663822273983,1,5,34.85065598218283,0
TU Munich,Michael Thomas,AI & Deep Learning,2021-07-03,2025-07-22,39c16f9cedb40295edd5fd2e6ec5ef02bb6474c6b3e63ea09d3d4d8976595809,0.9281566732424081,1642,0.6304870208607517,0.8655738018226801,0.9605659268276622,1,3,12.96624122817194,0
MIT,John Thompson,Machine Learning Fundamentals,2021-11-13,2025-08-25,beff058bc49a70089d2bb7a33b1c39afd5781f646b1d1e89e14a12abd4334d3a,0.8763432120748057,1509,0.739345541396043,0.896099221256908,0.7401253240898079,1,5,1.7484139262578158,0
Cambridge University,Patricia White,Digital Marketing,2021-03-18,2022-11-23,d763eb99423af50ea1dfadd0becf8d8311bce547172fd835906bed6924a10095,0.8269971987559467,1749,0.858568558738948,0.8636657076112015,0.8447706194172916,1,7,36.60901133740039,0
ETH Zurich,Sophie Patel,UI/UX Design,2024-12-07,2026-02-05,dc6e7f7c1ba90d601d25efaa3dbeb7d0b118ac03d984283343ff7bcf01addc49,0.9036592869402126,389,0.8202374488695638,0.9416950737228039,0.9644171564750239,1,8,44.20845428926354,0
Yale University,Mohammed Harris,Cybersecurity Analyst,2020-06-04,2023-02-18,3bf6b0f36807cdb71a44f9290e9c107a4a776aed7c3884e561e0a01fd42afef8,0.8752283464077886,2036,0.9510365227612998,0.8401621568494464,0.750592916687241,1,4,54.987330599416474,0
Stanford University,Thomas Tanaka,Computer Vision,2024-02-04,2027-03-06,f7837347a7ea527ae176295f6aff14a0474ad0c29a7660c1021baab4ef9ab6e5,0.7910145862911203,696,0.831057698141782,0.8808608614840333,0.991182491522371,1,4,8.715608382436397,0
Udemy,Michael Tanaka,Big Data Analytics,2021-05-04,2026-01-18,9cc1c8ed05aa33f7603fdf1b0f18da95786e3f42dfac4b248e7c13edbbf64539,0.7595419219843361,1702,0.8728146674465107,0.8983764641227058,0.9228713231135699,1,5,45.14497800228057,0
Johns Hopkins University,Mohammed Miller,Cloud Architecture,2024-03-10,2025-07-21,672b3c01074fa4c143405b4e6e44bd27f77449b5edd9ff4596b6185c539aff46,0.8049256389226092,661,0.8490082007934932,0.8763646932630103,0.9833438362764547,1,3,9.933850170071086,0
Microsoft,Jessica Jackson,Cybersecurity Analyst,2020-09-11,2024-09-06,c2290c25893eb1f0f9d58c035d7664c055a5530c5a1a06db979f8dda2adff61e,0.7770556087688164,1937,0.9433533971848658,0.865661529086113,0.8095635264379627,1,6,38.08407836665225,0
Google,David Smith,Mobile App Development,2024-08-26,2027-08-09,6226c6286e46ec81bcde7df324be72853d092939e8eab60c904e35439e03c9c9,0.9355466429480345,492,0.8949273020198069,0.8911960100431434,0.938046083235828,1,10,3.0753673386238827,0
Coursera,Thomas Thompson,Business Analytics,2020-09-20,2025-07-18,1c42f04cfd0d9d421a362c2c7f14a55837aab574571b73503b58f2c8f983ff78,0.8706733987069057,1928,0.895383850274844,0.920065816640538,0.9942993264750546,1,6,44.89648631975441,0
Harvard University,David Thomas,Cybersecurity Analyst,2025-01-21,2028-02-02,3bfbe6adad7961d7a270492103e5a95089a4f3fa0eef51818c69f46123a94cb8,0.7008884530350035,344,0.8221149166334271,0.900865228802732,0.7636534526749124,1,3,41.68473024331578,0
Johns Hopkins University,Thomas Ali,Mobile App Development,2023-09-13,2024-09-30,fca594ea3f1fe7abe7e8a11f2654d7fe227015f0c6fa1589b964723a789fc4c4,0.9195867183534858,840,0.8548592813084945,0.9120629297063161,0.9299035568138542,1,5,29.011287038165058,0
University of Oxford,John Rodriguez,Natural Language Processing,2021-06-12,2025-05-18,65079e3d74f5b0361cdf5c8e1cd4bcaad9099de2c3acd6c40520fa81577f1411,0.9795336950554149,1663,0.9078321701531574,0.9714342070471083,0.8919114018212989,1,5,24.336218156057303,0
MIT,Michael Anderson,AI & Deep Learning,2023-10-19,2028-07-18,a8829fed71539180aed1ab1d74c28c954e1b9855548d591c3ccb3350412bd309,0.59835920459129,804,0.6483076328151403,0.9536848579738699,0.8476921101386697,1,1,15.95769798617342,0
CompTIA,Joseph Tanaka,Natural Language Processing,2024-06-18,2029-04-21,42a5da7aeb5f8f335fdea0cf2594701f1ee182566d1f2a70b5f60c39ce0b4f5c,0.8789424199941348,561,0.9045961911688291,0.8181913028669453,0.7316762850525429,1,5,17.837581495598364,0
Stanford University,Fatima Martinez,Digital Marketing,2025-08-10,2027-11-30,c4137edc372d511ffd7cd0fa831cb780d740eb5c2a7ece98f53086006d995aae,0.7702497542714956,143,0.8826402394787711,0.9427415579826209,0.6370530210865567,1,1,1.6251444812942604,0
MIT,James Thomas,Machine Learning Fundamentals,2022-05-23,2023-12-29,3fa130ab42db27da2aafc8f4d581c34626826eadde43bccfe7ac87777368d2a7,0.8680580038285849,1318,0.9773634981373157,0.9103195641248568,0.9257185864711636,1,6,4.534335628749709,0
Coursera,Wei Jones,DevOps Engineering,2024-01-01,2028-09-24,dc6a4a75d13dcc97f2b44923aa1c8c6884cc7ff9d2f198cdf160e9030099a5c0,0.876056254674001,730,0.9225955835009382,0.8668615125587026,0.927858864508869,1,12,6.921745534835393,0
Columbia University,Linda Ali,Cybersecurity Analyst,2024-04-14,2026-03-14,8f79b0fc58192f1230ac93f2e0ab3db1f8503ccfa4c8b39b8be454ef62547a97,0.8257796502012338,626,0.9830691603731563,0.9790718476151565,0.960978495710357,1,3,8.79314784335675,0
Yale University,Jessica Thompson,Cybersecurity Analyst,2020-03-07,2024-04-28,8501e6e1ea8ec9ee3c12929709a0a9fe31915f81ebff41d915d4674997a945c4,0.7280658119802007,2125,0.756236125180261,0.9256118571543847,0.8085487656486445,1,3,24.445492133210966,0
Yale University,Karen Williams,Data Science Professional,2022-11-25,2024-05-01,a2e32d74bce0941689648dafba72d68be46f10dea7596ef5eaa81a51e6aa8d32,0.8925908412366518,1132,0.9650761932360882,0.8992411770323226,0.9133932209707942,1,6,2.661868620893338,0
Johns Hopkins University,Fatima Johnson,Computer Vision,2022-12-26,2024-10-14,5a11216fdc05f1d27a23df230cec066d149045b7ae892edf5b7bb01c84990c72,0.516254760309335,1101,0.5359029613026125,0.8850986236420875,0.7667508306527444,1,8,12.795152084437518,0
Oracle,Elizabeth Kumar,Mobile App Development,2021-06-05,2026-03-13,d16498e1b10cd861e4401ba30578d6201faafa210284ff2aed43791fffb01711,0.9229208408856481,1670,0.7424480255619128,0.8762192720900446,0.9900439272258714,1,4,31.65418731613588,0
TU Munich,Barbara Smith,Natural Language Processing,2025-03-02,2028-02-17,97c3f802373435c2bdc7a1d5ee30e5552a0e9d4a9b58910a0f181119fc36844f,0.9686707568094772,304,0.988477429851044,0.9940452450835583,0.6237416559275367,1,8,23.14484178878105,0
Salesforce,Pierre Davis,Blockchain Development,2022-09-08,2024-10-09,f24437c403cef5ff501661b0b59ee238c556d4ce470efaf36b19452f361393e1,0.4175662857612932,1210,0.9887086945353005,0.9316040401944204,0.8172525582686051,1,6,38.851954197247004,0
CertForge Academy,Linda Kumar,DevOps Engineering,2024-07-28,2024-12-18,0f365042360d68e41f2ce15cf134b8b61e2337d0d2dd19b1bb36dc9f2f35b188,0.0055,521,0.0138,0.6114,0.3051,1,1,159.37,1
Harvard University,Thomas White,Agile Methodology,2025-03-28,2028-01-17,ad49d97c700c3f7823f8654c31ae7b08fa3aec40b2c3345bc7b28ee23dde69d6,0.6614104007826745,278,0.8838450405582129,0.9873882597821998,0.8199968538769695,1,6,4.005187566834096,0
Cambridge University,David Jackson,IoT Development,2024-12-22,2026-05-22,a24e1f8fd92061b0a782d88914f30fbd77c3a545d4462c35ede97b5a5edac77a,0.6776631565832336,374,0.8117411893644343,1.0,0.9662848965321676,1,8,19.40568317704418,0
IIT Delhi,John Thompson,AI & Deep Learning,2023-09-14,2028-04-03,af0dcab1c96539c486c7524196e38cbf0e714b0513fb1fd8fe843e265c86b9eb,0.7502688332249361,839,0.780832738805714,0.9805949908825782,0.9740747364213397,1,5,26.570154513103788,0
IIT Delhi,Pierre Miller,Cybersecurity Analyst,2023-01-09,2025-03-08,a44d044bb31afe45f2a9973223d03cf7839ccd47f7ff6a54c2d11dad20a3a1e0,0.5695060195480174,1087,0.7163093615391103,0.9419259084869324,0.9068861214642138,1,6,123.60514650719611,0
Stanford University,Priya Tanaka,AI & Deep Learning,2023-09-01,2026-10-25,de4b94806fd20cf1a547ced757a090780e2240498f95dc97720697856ccf240f,0.7816864942810378,852,0.9707538152449927,0.9489827286225277,0.8458252466753506,1,5,114.48816085770666,0
MIT,John Chen,Data Engineering,2026-12-13,2028-08-01,18726c78319c3ab41e65852d0402c7651f0f49f015c9bae975c0a657d25c700f,0.1293,-347,0.5722,0.6556,0.1281,0,1,24.4,1
CompTIA,Mary Thomas,Digital Marketing,2025-11-21,2028-07-04,38daca0e675809a2e306ebe43c8f0b6e536428c52a672f312148bdb4f758e132,0.8515986481827688,40,0.9141584274908078,0.9164954299603807,0.9862305943675653,1,4,32.433177849190734,0
Cisco,Richard Thompson,Cloud Architecture,2024-03-17,2028-04-12,14ea44e77c8c154c7d8b7a0dacf41da46f274fd9d4c64eaebdd0b5838181b153,0.3,654,0.3325,0.5785,0.2133,0,0,5.42,1
CompTIA,Sophie Chen,Cloud Architecture,2024-10-08,2026-03-01,1066cc7e8f34ce8410d66bd1f1866f51aac8e611ca916698a6b0d0de6a6be02d,0.7128610298580901,449,0.8931647752185408,0.9694541090039065,0.9929342885717009,1,5,40.8256412782242,0
PMI,James Garcia,Cybersecurity Analyst,2024-10-23,2028-12-28,ce1a2719acf4807648ef8516efb3820c309c1d8d419c685de338e7dcd696295d,0.6452546476443195,434,0.8327321052118917,0.9996278670970283,0.7777985192140651,1,3,7.416169901655623,0
Johns Hopkins University,Fatima Rodriguez,Natural Language Processing,2024-10-25,2026-01-04,80d8a45a6bad37a929ccb18591b14737e84599ce2553c934d7c7994be7bacb6c,0.9397824119610259,432,0.6738953071992211,0.8916425369167711,0.7631656539503294,1,4,42.72536985213888,0
Stanford University,Robert Smith,IoT Development,2025-03-20,2030-02-20,0f8fd428adb4ffcd99bf8666be30142b0849f2a8d4e8803352e66b5f97ac3c73,0.776256350718949,286,0.9488085382650786,0.8600736925562236,,1,7,19.73012542958475,0
Cambridge University,Susan Rodriguez,UI/UX Design,2022-11-18,2025-07-25,0a40d7fca2cce62423fed513e87e5c73056121a14b8aeb20c91325e5f19732c9,0.8587131237640998,1139,0.9573353465682902,0.9357183278060779,0.7187207217886405,1,6,13.481118556586864,0
PMI,David Wang,Natural Language Processing,2021-06-04,2024-10-15,e7f7424cc00bd13a7bf32719a3dec824f21197fea38bc532fc58ac45307199b4,0.7309585031834837,1671,0.906635873239991,0.8906179071766265,0.8189537189752581,1,5,5.717223479734335,0
Oracle,Jessica Thomas,Software Testing,2023-03-17,2026-07-04,79b87b9e18ca8638051511250c3885926c1828590549c6fbd2b041f61c072f8f,0.9337631629147947,1020,0.9798027347136191,0.9058944823523022,0.9083039122510521,1,5,15.717312534025217,0
Google,David Kim,Full Stack Development,2020-07-03,2022-02-14,d4babb93030072788f9c7dd0603a6d820f860ed4e009afb0c12146ef03b3c0a7,0.9108997631905351,2007,0.9190456589700211,0.9046516056737851,0.8340431852020588,1,6,13.671952211326294,0
MIT,Linda Mueller,Cybersecurity Analyst,2025-11-10,2029-07-21,956aa6c4baedf4356736984b9dd1e15a640d462f89994431511e7b7bcd968753,0.9546792275859086,51,0.7843884920055706,0.9294140251534557,0.970406533977954,1,4,2.8901358814513918,0
edX,Wei Martinez,Database Administration,2022-04-08,2024-01-16,e778fcfc5b8936b68aef11044e0b739e7e5819ccf1f9d9653d553df3a43bea6b,0.7853069411655448,1363,0.7308077060209317,0.9207661116573966,0.9131435242491923,1,6,1.773025756283186,0
Yale University,Ana Brown,Agile Methodology,2023-12-26,2028-06-02,3777e449cd8898e1c89bfddec266d5a0b715c5f4344f1e3ffef3fba5a971e5de,0.6525995153430513,736,0.9222605244145812,0.9039893325343686,0.783850498561839,1,4,145.04141345633633,0
TU Munich,Sophie Patel,Big Data Analytics,2022-10-24,2027-10-22,b64f6fa937086bc54e497b491aa6cb7cbd94bec00014fd2d91e010cb3e93bcc0,0.8871894012227404,1164,0.8608366049596812,0.9817632499274708,0.7613091717247643,1,8,124.16756005481382,0
AWS,Michael Hassan,Agile Methodology,2023-03-26,2028-02-19,ee1aee90c8a41111b71d3beb2b017b021903c49bb20d4d7e04ec5e2278af60e9,0.6088576674747181,1011,0.8531011673463328,0.9327157007176892,0.9764054764952745,1,7,3.2027660212140345,0
Yale University,James Taylor,DevOps Engineering,2020-11-02,2024-10-05,bb6e291a4d06202c08c6f9ca8aecf906c2f0c8a0b6ec10739c5e54d1db83fa1b,0.7507338956360174,1885,0.806075288437844,0.8758538507804415,0.8462290395502783,1,7,2.289673886121694,0
edX,Michael Kumar,AI & Deep Learning,2020-09-08,2022-05-21,f35ff67a89a41564619dd3890938f9b51de4c11d7386ea443fe3187bd8e8ac98,0.6350756214186544,1940,0.9358100936991004,0.9470370814162503,0.7833041733518025,1,3,47.03144171949874,0
Yale University,John Kumar,Data Engineering,2023-05-23,2028-03-24,b0040480a5ba4f1848d875c1a15cc946176e0f285a770a1f0498dc7402e37675,0.8463586967425695,953,0.8213615585499432,0.9703661917771166,0.8436494569412871,1,8,29.855032997868353,0
Yale University,Mary Rodriguez,DevOps Engineering,2020-07-17,2025-03-09,dbf57b547491b4ce47c921f459a1cd1133d5fa28efaa6ffdc357b1512b7a5a84,0.7167047335057782,1993,0.9081936714906321,0.9494267812987621,0.870916939975891,1,6,24.54376919521134,0
TU Munich,James Anderson,Data Engineering,2024-09-24,2028-06-29,cad77af0548b8e1108e0dc50954c2308e88c3aac08e12189d265f18aaa8b1e50,0.6774675410594728,463,0.6926371883181711,0.903432585196248,0.8993950421573104,1,3,12.642861273014153,0
ETH Zurich,Sophie Thompson,Database Administration,2022-10-15,2024-10-02,408f37a0d155c237c43f82653fbe5784b6685cc25b9e4dd58ff97affa0addb55,0.940844432963166,1173,0.8818694382173383,0.908542601327107,0.8982456864179087,1,5,18.281556524620814,0
Cambridge University,Joseph Williams,Software Testing,2024-04-18,2027-10-30,7665b2be5c3463ee4bead9b5bca369e2da28e1eff47f8d2e23c3cef12c93cc2a,0.6270496041625091,622,0.7628295117419716,0.9298684231117346,0.7357160536761792,1,3,2.4346770678483693,0
Harvard University,Joseph Rossi,Mobile App Development,2024-02-29,2026-10-26,4db23334a4546d0308b0eb9970be04f866bd6e67c44623e752d8db3c56d21fc4,0.7454771894164767,671,0.956025632637622,0.9261737653973618,0.8665965438790256,1,9,5.529386350706775,0
IIT Delhi,Richard Rossi,Mobile App Development,2022-03-30,2026-12-19,ef92285e2cf209117c1803ed34210f215c9c8c7e2ed41741512ad42be38304d2,0.8108282998045824,1372,0.6024871307139424,1.0,0.8822069725401075,1,9,8.430086719535558,0
NUS Singapore,Susan Chen,Blockchain Development,2023-05-24,2025-05-01,ef67f79157d5f49e1fb0503bbf47e1b0dbcc7ac1822b23331583b475760286d6,0.9120411328862054,952,0.8515249427593083,0.8439990305486615,0.8117884056778049,0,4,8.070142405703523,0
Yale University,Fatima Santos,Digital Marketing,2023-10-14,2026-10-03,b94fc009685732bc01dbfdbfbd9994411fdcde7abcc9094c86b6834a3da7521e,0.8995825013147437,809,0.6893572841905085,0.9308315409312742,0.9453351287018081,1,10,31.97044163854337,0
Coursera,Yuki Miller,Blockchain Development,2024-12-16,2026-01-23,c17202ac8e8b33ad0fb41bdc161d7dd5f6062dff152c05a893030734096a17b6,0.806678403837848,380,0.8538328043588782,0.8909265697297526,0.6777899541412606,1,5,18.772796880140348,0
Udemy,Sarah Martin,Computer Vision,2022-01-20,2025-01-21,fccee88567d880fae97a81e9b492c33d996ac06f936fc18e435b2dee2ea6ed65,0.8345429740144785,1441,0.9938949071918648,0.9047672547540428,0.9297380477148782,1,5,30.174075093026712,0
Oracle,Carlos Smith,Robotics Engineering,2024-08-12,2029-01-08,a954e093b08c96185a790a7f95542e7c97248d1d7c4c44c4a917f9023e1ccc39,0.6560472599742376,506,0.9547544684520078,0.873517893112559,0.8833905237442672,1,5,40.471641117899765,0
Udemy,Arun Davis,Cybersecurity Analyst,2021-02-07,2023-06-22,afe886a879c566f85fee906bbeecbec09e4985a37127c28c34615124ea6ef572,0.8928912561753548,1788,0.8412011393050263,0.9477207545224915,0.8246689272526206,1,7,31.603477372560953,0
Johns Hopkins University,William Hassan,Software Testing,2020-10-22,2025-06-22,ea62ba10df913b8877d6bf268b3234347b9c68c508f723633b5a79352d4e8b5c,0.8189107438375741,1896,0.9304520998192297,0.9860774622136157,0.8210966541377268,1,5,0.04557575003821614,0
Columbia University,Carlos Thomas,DevOps Engineering,2025-08-18,2030-01-18,5936d44ca06a3dc60040725ee562238e65fb241c63f9ae34d1f2800ff6459bec,0.6654777763770567,135,0.9116418880929741,0.9367036580190172,0.9582410978023688,1,7,16.430579746755765,0
University of Oxford,Michael White,Big Data Analytics,2022-12-23,2024-11-27,7ed0e5e15e06474f768e7d79bf6b2235f81f305ceda0886be2d4e749da2f69f3,0.89296011147595,1104,0.8104818864799356,0.9123997526287368,0.9049941182307101,1,7,30.240668035311067,0
IIT Delhi,Yuki Hassan,Data Engineering,2021-12-01,2024-05-10,f536aa510c8865ed3e967fedcd09bf137485e102faa1ec976d35e96a57fd6de4,0.7084591811814078,1491,0.8080890507249102,0.9093889137873054,0.9367025448135591,1,2,32.952272934891624,0
AWS,Michael Brown,Natural Language Processing,2021-05-22,2025-10-03,896c00de1d010cd94001d685810ada207f3dc81043f9c93fb7ecdf2ea8826e34,0.9128239601954068,1684,0.681911795671595,0.9027995878610269,0.9058681702132059,1,5,49.778408556037945,0
CertForge Academy,Yuki Brown,Project Management Professional,2024-11-01,2027-11-24,da2e51467d6a597c157b2e0e1ebde00f07c5bb7660339f8089203e9531e74174,0.1059,425,0.2752,0.7859,0.27,0,2,22.42,1
TU Munich,Linda Martin,DevOps Engineering,2024-01-07,2025-02-22,faf20c1e4051f91c09bc77c73843a859208c181938831b029d028bc36fadfd30,0.6022756427206196,724,0.7561021395938721,0.9158785915046355,0.9266188226434215,1,10,9.081199633411444,0
Microsoft,Jennifer Anderson,Machine Learning Fundamentals,2022-03-20,2026-07-05,5b7075daea4363f89e7fe2450a6847aa90b263b0196bba9b2d8aa17a268fe0b8,0.5924941462271007,1382,0.7650058339357958,0.8500512455658396,0.8525098192974064,1,7,13.8161526283018,0
CertForge Academy,Joseph Davis,Mobile App Development,2024-02-16,2024-05-22,b6e58c38efe73c9e36e74d8e83cb186c99cf4ea3bb15f0e703e209d20431c25d,0.379,684,0.2133,0.3368,0.2648,0,0,255.16,1
CompTIA,Wei Brown,Agile Methodology,2023-01-12,2027-10-14,27ac51a4066080b2be6c37107fa88dd4d8c4c92d1115549fde4aba59a0572448,0.8638624247954326,1084,0.9821481434887273,0.8696042975732239,0.7440168573830248,1,9,6.512968741541258,0
AWS,David Dubois,Mobile App Development,2020-10-29,2023-07-13,b905fe87a9f88840d2d277cf0ef65f148b6d30798051e096ee9bdef9ba643dab,0.8479032089835372,1889,0.9778226789698885,0.9357070776655103,0.8573511673391929,1,6,2.7256106350432954,0
Adobe,Fatima Thompson,Full Stack Development,2020-02-06,2024-10-06,d04be774eb5d05e7934be726ede615ab20007c8500a1df82b04598ff368f5139,0.697178443199935,2155,0.6212991231302184,0.9750828356998185,0.9075492156661493,1,7,63.376669608942535,0
ETH Zurich,Priya White,Software Testing,2023-10-18,2024-11-07,0ce8d0d553aebc340d7b15067193b8e0540d781d54f8f01a135d3a592eafb4b6,0.7587653436188965,805,0.9333984146511173,0.8657096293246733,0.9571862273620982,1,7,53.17160771545253,0
NUS Singapore,Thomas Ali,Business Analytics,2021-07-06,2022-11-01,06151b994ff4d0cb2b432d3e67f13489fc4afc1b965b449e228aa3cd78f308c1,0.9251390115408566,1639,0.7505054636485864,0.9303011145849325,0.9324444114086035,1,5,12.040844901783029,0
Adobe,David Brown,Data Science Professional,2022-04-08,2025-11-23,be54f2f8c4f94e9e537bae25f9ed82bc01d4de946a1c923402cbab0794400209,0.7576930686905446,1363,0.9818428813083546,1.0,0.6934710901216109,1,6,25.660675409201556,0
Udemy,David Thomas,Digital Marketing,2023-10-07,2025-04-03,0a9fda584b330d5ef42b9ca5f71ee041c3ce61683114d2565eab32e6f4fb8694,0.9303137260792048,816,0.8932623570776353,0.9543393973989629,0.6023457322130731,1,7,14.938247099443094,0
NUS Singapore,Joseph Taylor,Business Analytics,2025-05-18,2030-05-01,0e1b02b9bc6ffdaf1ed4308048ad7d150d48c8c4b5664ae215f364955dde71c0,0.674719281543611,227,0.6145093283787072,0.9895872092187041,0.8600179123467842,1,5,28.01960630639931,0
Cambridge University,Jennifer Martinez,Quantum Computing Basics,2024-10-08,2027-12-30,09d0b2147fe80358256aacb7204fe08ec94fac54a9ab5c1b9b40cee4ab558151,0.4635584922899498,449,0.8087459459015288,0.9515564117027105,0.876272043347005,1,8,6.319536809238401,0
DiplomaMill Online,Linda Patel,UI/UX Design,2023-04-03,2024-08-10,4e99460368c82cf288b3228e5ec913a07e75a0de26bc2d95ecce1b98e35bc2fd,0.0468,1003,0.2529,0.8157,0.3947,0,0,157.66,1
AWS,Patricia Santos,Full Stack Development,2024-04-08,2026-05-18,691804b588faed46f3f02ab522a1f698ab16ce44c8033b006098e1be704d2f2f,0.9104904558420376,632,0.5778788708907987,0.9575712380870992,0.9767726794808709,1,8,9.446820385645621,0
CompTIA,Ana Wang,Natural Language Processing,2020-11-24,2025-01-19,53705aec74821efaa3c76e67b59bf18836d1eb16056fb267d09709ef48c0de68,0.5158247047546639,1863,0.9125382621979113,0.9595268752659931,0.9716287749201628,0,8,27.191345377693242,0
Yale University,Pierre Jones,Computer Vision,2022-10-22,2023-11-29,7e71a24ff0f12a91e908e52b0d24932466018619127f631a10d65ca6e857e718,0.7145274962449604,1166,0.8262232644880682,0.9304333553019355,0.7433666255601218,1,6,8.815776134444762,0
Yale University,Barbara Jackson,Robotics Engineering,2020-09-23,2024-11-06,d7ca92bba80b587f7bdf9d02e7968d456cdb0b462ee57f59b8ddcd127ae2ca45,0.8122372428450267,1925,0.514444918861409,0.904048198983916,0.8094608857527794,1,3,55.50134017042605,0
Harvard University,Susan Santos,IoT Development,2024-10-10,2029-02-08,f7e0032bfd3e0d408be94e95ddbe75f12c8d5d3e44c567fe806d96cdcbe7ff58,0.7109129210185253,447,0.9783778660536474,0.9405706064453133,0.4112672352970146,1,5,30.311505612951333,0
Coursera,Robert Brown,Cloud Architecture,2020-02-14,2021-04-14,138155c02fb22d72b8764e0b85471607fe8c838bb79993a4483d857eda679160,0.7726140723269476,2147,0.8184305507983364,0.9091942217255743,0.9505929537531116,1,3,40.99692251041035,0
IBM,Patricia Anderson,Project Management Professional,2021-06-11,2024-01-22,571adc64197e24133cb196f5788007d2112c0f171faa5af36eb36af02085afdd,0.9648013548919565,1664,0.9643888919862661,0.9951152255846716,0.7504474286149487,1,8,13.272812206197315,0
Yale University,Fatima Martinez,Cybersecurity Analyst,2020-10-26,2024-08-14,4392bc790076c230bb24ddce24852b2a3b9ddab3d23efa604326514348cdb9cf,0.9218490152234154,1892,,0.9192408594531432,0.944278280888276,1,4,15.399266191405793,0
AWS,Christopher Jones,Natural Language Processing,2022-11-06,2024-02-26,3332540264ad5a60aa53338a94a53cec8015fa6c8132a982c34923eff6dd399c,0.7655208185309758,1151,0.831491510974073,0.9003989000062853,0.9211733213706219,1,5,34.365034039397116,0
Udemy,Sarah Chen,Data Engineering,2023-10-22,2027-02-02,fa5485c33f3a5b5b8dede2b2109092530c8e6567f28cfb811565d080ccba59f8,0.5576203144332612,801,0.662319048959741,0.8278330796917741,0.9005460512089478,1,10,8.420763882001765,0
MIT,Elizabeth Miller,AI & Deep Learning,2020-05-22,2022-09-15,268f7d375e67680b3274b1f94e56545b33058c8db7064a0a433f08a7e8d23a11,0.9260142086665737,2049,0.8357399732944613,0.9198481883953942,0.781645091856948,1,4,80.27668597011348,0
Cambridge University,John Ali,Data Science Professional,2025-12-16,2028-03-12,652b42146ebba279035260588593205dd4475f1d34afd9f318134c84717832da,0.811066086627319,15,0.940300622605271,0.8679612447302062,0.8255324015994752,1,6,194.5469592230166,0
PMI,Fatima Thomas,Full Stack Development,2025-11-08,2029-04-02,057b29b6ed5154ffe3ed687c8a258c72c4f6bc443e972cead4c921bac6b18751,0.6129309725811003,53,0.8762718065879287,0.9350186597832318,0.848525972790847,1,7,70.73496541665826,0
IIT Delhi,Fatima Mueller,Data Engineering,2021-11-20,2023-01-10,7532f4f0285e699b16bc181f5d9178bfae560e40a9c32e3fa124a6e26d5e5d66,0.8190727112018147,1502,0.7393553629730193,0.9428700936870315,0.8868944098510502,1,5,7.989420311012431,0
AWS,John Wang,Full Stack Development,2024-01-22,2028-01-19,9a7de0f4fa19d2fa5241e5a96f31186389008c3b61a5876c4b4bd5a395f98b2a,0.6888957213367614,709,0.8369614082631214,0.8628724283572914,0.8603904679107933,1,7,1.1063394030572367,0
Adobe,William Chen,Computer Vision,2022-05-02,2026-05-29,3bb0c723400fbaa6617a5676d44c002f0c813687cc762c511ced3600447e558e,0.84726421959695,1339,0.8305012283946899,0.8673480150852559,0.8387567471683268,1,3,65.70082251096865,0
Coursera,William Thomas,Robotics Engineering,2023-11-04,2027-10-23,5072c04d52e667ab2718b9b7e9ab4dbc75fc3178a679f26b63c9f14f7f21a9ba,0.6836154797599228,788,0.6215615469216001,0.8806835244308734,0.7510747139535404,1,3,42.54111024250416,0
MIT,Elizabeth Kumar,DevOps Engineering,2021-07-04,2022-11-11,34dae2045214229355801b14afe59ffc9815b3128ec3d08b8205251f37253a8c,0.934881814786231,1641,0.7518611519344335,0.9017014499042554,0.8801535180844086,1,4,18.588166629406526,0
TU Munich,Joseph Smith,Big Data Analytics,2024-07-30,2025-06-09,d4d2d141d14d1a386e5d2cfb5c3b31dbd65ad0fe948e867caf2fc8a28ad9a9ba,0.0204,519,0.4214,0.7624,0.1263,0,0,107.55,1
NUS Singapore,Arun Kumar,IoT Development,2024-12-11,2025-12-18,a7ec15b8de4b26e90987f2df65db4c64c221e44c61acd9417d3eccf003c44799,0.7614380583230675,385,0.813474333015373,0.9238862187512906,0.8390209956791425,1,6,5.205436297822031,0
Cisco,Pierre Ali,IoT Development,2022-11-21,2026-09-19,ae7e6ff8aee9c596e61f0c9653d36196efcba42e9e99029110517d3bec573fc9,0.7811174787728962,1136,0.9014870811492155,0.9311480691992381,0.8982438787512452,1,6,40.71608523313594,0
IBM,Mary Brown,Cloud Architecture,2022-08-02,2026-09-01,120da4bceac30007d249d5aecfe4992403349f24ce88197f423930a9dbe731fb,0.9201462669845837,1247,,0.975807451359724,0.8856625844269955,1,8,38.18894479798457,0
edX,Jennifer Dubois,Agile Methodology,2025-05-06,2026-09-07,d19def25016b5f142236bf309544379caef963bbb8e171bac26e7cb2a87a8284,0.8637748769070325,239,0.9186906541950406,1.0,0.8606315808760437,1,6,33.05486615679543,0
Cisco,James Thomas,Data Engineering,2023-08-14,2026-01-21,47b6ccc1875b17e4f4a2f0ff0810bcd405c139181fd4a7af482cc8c53556fd78,0.6925649591211472,870,0.8853170849018583,0.8623151384076884,0.7989848236278232,1,4,59.18983274390093,0
Oracle,Robert Thompson,Cybersecurity Analyst,2024-08-05,2028-11-15,1b961b576ab0fed9ebfdf94d689c247399b0f55a622c57fb499bbcbaf1e84dce,0.8767511728043893,513,0.6682207364204197,0.849463584621886,0.801151749443495,1,5,1.2055727819592834,0
AWS,Pierre Jackson,Full Stack Development,2022-04-09,2024-10-25,5ccb3015917e02d157462f38501da756e0186c28ba694fcbad80c8d3bb42d1fd,0.9375029867260869,1362,0.5927377294231043,1.0,0.9492861333916042,1,6,69.597840108347,0
PMI,Jennifer Johnson,Network Engineering,2024-04-16,2027-10-15,e6093766ba3f801affd52af508cf6e164d06e98dfdd94eec310c5e556151b345,0.7270314618719061,624,0.9062514094500712,0.935757995259967,0.9656215237752299,1,5,3.9161136746202345,0
NUS Singapore,Wei Miller,IoT Development,2022-11-02,2026-04-11,b2c6084e98576379249a2c7796bba32217550995e10bde046b9f641e6dacd982,0.8423445684478215,1155,0.9160492268174909,0.8781195050388879,0.7249017667502944,1,8,17.945759618442157,0
edX,Fatima Anderson,Mobile App Development,2020-11-21,2023-11-30,33f4a3f4734937b6d99aea21cf39bce18f17bb62436161359c6240924a6fe810,0.9258274632881425,1866,0.8167927513869354,0.9263311374283847,0.965356766808901,1,6,24.972391388094568,0
FakeUniversity123,Arun Jones,AI & Deep Learning,2025-08-30,2030-02-17,45dd762d6f441086e948fa0ed979dd861e5327d81458e16dfc92b9255ddc2bba,0.1708,123,0.337,0.7518,0.1693,1,0,916.31,1
Johns Hopkins University,Carlos Taylor,Software Testing,2022-11-21,2026-08-27,ff5c8318ede3f17b7825be7316bd87dba21d74015501b6935b9aae3d5aeec0fb,0.6319538974985331,1136,0.8710990549444306,0.8846141345817633,0.8674580221194512,1,7,13.779726423826647,0
Columbia University,Patricia Ali,Computer Vision,2022-10-11,2025-02-06,00be77458d5524951d92a48ed43aaa6ff1a873208b3b326528ba402ab5b3842d,0.8259842005638806,1177,0.6746034060126782,1.0,0.8079771239312714,1,5,0.4939716894278566,0
Udemy,Sophie Santos,Cybersecurity Analyst,2020-06-23,2022-06-11,78851ae8879d2a472f387432bbb3b1128a4119ca4f85be147b9f61630a4d421a,0.8026702538834961,2017,0.7637595237966087,0.9601729754779801,0.9669394769773371,1,6,17.52918854499168,0
Salesforce,Christopher Williams,Business Analytics,2024-07-13,2026-10-11,fc4fd41a0a642f9862c5e80f320683a57630ec548331a307d4a3bd2535e8fb82,0.9398156019753877,536,0.7600491712235068,0.9464397701908638,0.9149885449802433,1,3,46.469603617618624,0
Yale University,Fatima Taylor,Full Stack Development,2023-12-04,2026-04-16,d58a85b7b85ad4ecc82999cdb0545fefa0f86ee85ef3fe58d7e1d5e10cd8d1b1,0.6191253003109772,758,0.9593258598880824,0.9167749561481673,0.8746385194520254,1,4,17.2345570315045,0
MIT,Yuki Thomas,Data Engineering,2021-05-23,2022-08-13,0d384a84d9d8b9c48197a58978d4c391b8c8820537b70fe5626845f657b33136,0.7647759855868121,1683,0.6252771950246733,0.8521752173637821,0.8761876480262407,1,10,19.424540417324028,0
Cambridge University,Carlos Dubois,Quantum Computing Basics,2020-05-27,2024-06-28,211c94a430cdc7f9c89dee070755849e322ad74d160f92f5479323a31bd9f1c1,0.8043786201992956,2044,0.8081261579256719,0.8839918310410201,0.6316097891591061,1,3,14.703399430857091,0
Google,Wei Garcia,Data Science Professional,2023-06-08,2025-12-29,7b6eaa60e8f3a5edaa22a05f31fb008ca5b554b5a1b72621083b6a4f9418b13a,0.8351506138659999,937,0.4202514655156734,1.0,0.9252642730885672,1,6,30.080305823687045,0
edX,Carlos Smith,Agile Methodology,2022-11-09,2027-06-22,2610e839f8089950002cf9588d54474a49318d968bf2f4e27ce97f0e0eb09f9c,0.6468616446310255,1148,0.9241322205974135,0.9825301374544965,0.8514465843830799,1,5,30.64521004546463,0
University of Oxford,Mohammed Martin,Cybersecurity Analyst,2022-02-14,2026-07-13,4f3c6bffd8a917fb5c1401c594725e0d63d4ebf50e39764a182f12565bee104c,0.9149374051462295,1416,0.9277082182665075,0.8699991884711475,0.750995177586314,1,6,4.67255690215048,0
IIT Delhi,Mary Dubois,Big Data Analytics,2025-01-23,2028-10-13,0197dbdb404a973fed44b445748bdb9288090795af239f34fbe3d3b0ca5383c7,0.8772417125489445,342,0.748111950565503,0.8605666636280215,0.8331387573521438,1,5,46.118316965005675,0
Columbia University,Jessica Miller,Cybersecurity Analyst,2021-05-06,2024-09-27,3ffa61fe081f01eeccdc0a22bff3fcf96f4d66e693b1bbeca95ac73e75f2956a,0.9346565398057806,1700,0.866154413099148,0.9341425097979693,0.98710298653628,1,9,28.693182191416774,0
Yale University,Wei Patel,Computer Vision,2023-04-08,2025-10-19,0f2639956b9ffa6d0eaca770b2f2b0efd13c0264db318fc6c1d23e099aa46f6d,0.6913801939550082,998,0.990119181091399,0.9712380957815836,0.8385279241546193,1,12,15.946472598909166,0
Microsoft,Karen White,Data Science Professional,2021-12-15,2024-02-01,94f17c477f895de40e6bb0067bfe9505240c8c5c9ed0811efe84f3850f705d25,0.8637154592264148,1477,0.7750508409637065,0.9262626407391482,0.9478454616262615,1,5,25.1226027941251,0
ETH Zurich,Arun Garcia,DevOps Engineering,2024-09-04,2026-04-16,5689a5df73832a41fc58b88ac16977f2f352e9ea0b7594ab2b8f594d3e78f8d6,0.7991993704835422,483,0.9160514556464384,,0.9417028941637542,1,4,48.42105098934349,0
CompTIA,Jennifer Martin,Mobile App Development,2024-10-29,2026-04-09,c89b4f8967768819d7aa98e9f90beb4876986fdfc3bc59d7930b437677a1a5ca,0.8191911589411501,428,0.7372085857803173,0.9608590428234876,0.9820027191953989,1,5,27.992981365396087,0
Oracle,Carlos Martin,Cybersecurity Analyst,2025-06-04,2029-01-09,8c6a5d3df8d0945477984f60f3888304456303e719749b28e43acb879bdabd60,0.739542555775975,210,0.6047040462664514,0.9508736449823952,0.8890854969557075,1,6,53.541477481255576,0
University of Toronto,Patricia Tanaka,Machine Learning Fundamentals,2024-12-31,2027-10-02,2ae7bea9db5b4cf572331c847190f80e1852cdbab0dc66632b0dce2f98707c1c,0.504734494645271,365,0.9432851830553287,0.8697485275329528,0.8902164209711544,1,6,13.348520999980732,0
CertForge Academy,William Johnson,Business Analytics,2024-12-16,2029-02-03,d265f2fae0cd1c6333d0022eb4ec4b919f6e56b726c3a3a725d4dbfd5e94aee0,0.1084,380,0.5215,0.6465,0.5,1,1,104.48,1
NUS Singapore,Christopher White,Mobile App Development,2023-06-02,2026-08-04,fe5f4e3ae7ac826d35bd3673dd4e3531c9a93699fbb427194cbc65d5d400a301,0.9118642258719518,943,0.8186973361043349,0.8698925142244711,0.8484687298406478,1,3,4.644165142585388,0
MIT,John Rodriguez,Database Administration,2022-11-18,2027-09-30,151c1147a0ab1c9cdb42d8dcf8885f7d6d2b44df9ba1f51f894e3571fb234090,0.8833275857456447,1139,0.7317102486985088,0.9977212169497981,0.8062883565951833,1,8,20.15769190060388,0
University of Toronto,David Jackson,UI/UX Design,2022-07-08,2026-12-16,84342220fb264e57cafec7ffa2285128c198f430803f5ea0a949083eb0832a2f,0.8541130810458799,1272,0.6086152697194595,0.8906857837227177,0.866074512365367,1,8,54.764184628876755,0
Harvard University,Michael Rossi,Machine Learning Fundamentals,2023-02-12,2026-09-11,27921ba672166d172473c9f1dafd11e9f0793ea7fd872af8d254579c8a8f85da,0.8500254968824085,1053,0.8021589713242324,0.9792943538673502,0.9411731275854596,1,8,81.82383591232428,0
AWS,Joseph Thomas,Agile Methodology,2023-01-21,2024-03-25,0bac2dbd0630b305b966774a01515a45344e464d1711c9b5edf2f157df8da9df,0.9328907610257753,1075,0.6636575767654017,0.8692089234879345,0.9314624514700303,1,15,24.4920507312545,0
Udemy,Pierre Wang,Blockchain Development,2020-05-14,2023-11-04,186e0aab06fabc4785d39241840b365f2856295849e898774ae7781c5dc96e2b,0.6644682381692785,2057,0.8146840820676128,0.8433474365325148,0.9933492853468672,1,5,27.11639578987823,0
Adobe,Robert Jones,Mobile App Development,2025-11-13,2028-08-16,16d63fedd8fbe7a68b5c2bd51f594a7a316110f7590ba069da044581f9cc0a8f,0.7601684307256698,48,0.9019874013709074,0.9784857474089798,0.8113019790444574,1,9,3.902726993896092,0
University of Oxford,Jennifer Brown,Machine Learning Fundamentals,2021-06-26,2022-02-27,81f95898e173f4a11a4b9dadc23b4833896936c08f653b3e9a9ea4a90f5ade9c,0.1582,1649,0.062,0.6126,0.217,0,1,91.42,1
Johns Hopkins University,Fatima Dubois,Database Administration,2023-04-14,2027-02-26,1e44853a9adb3bc876d7d523c322a9a7aabe9ff34706dcda6c8deb16cda25cb8,0.7711402138240123,992,0.9036465543398616,0.9494356797172352,0.7752272072608409,1,10,22.953894440590616,0
Google,Sophie White,AI & Deep Learning,2023-02-02,2027-10-10,d82de9708f822fc3036dccb7482d4f347fd7f63eb5b2b67d19e02dcd8641e562,0.6742913791447016,1063,0.7878696294926576,0.9346207965078377,0.7905528849814891,1,4,1.3099618470132244,0
CompTIA,Sophie Taylor,DevOps Engineering,2021-10-05,2025-08-31,52c9cc63e7e3b7622d43c0538ad0ebfaab1456d1dd00e7edb01e7b9b080823bd,0.9636959263014883,1548,0.8872558652751495,0.898549660000025,0.9002879330565497,1,6,9.24795776429995,0
Columbia University,Patricia Taylor,Natural Language Processing,2023-11-10,2027-04-17,9b498455d8353103b49ce9388883fffc86a495810b32cb2847c35a29a54b9b98,0.8912536509468284,782,0.896578301658932,0.9090870056795082,0.9885334807642505,1,5,35.30446638512001,0
ETH Zurich,William Martinez,Data Science Professional,2025-08-13,2030-01-28,d5622b1c514a58683161df96dc58f394ed215795d388dc219527382180a1202c,0.9479955373202518,140,0.9380723754947133,0.9795989783911863,0.9662349340459522,1,4,16.841550867966383,0
MIT,Joseph Kim,Business Analytics,2021-05-04,2023-05-18,02a2bc7ce653d367e8da29d7860cef2463b44262bc75f2c4d7ba1d2853f535af,0.8537697920542457,1702,0.7012079499005192,0.9184562187063119,0.9191218754328008,1,7,60.231804825589116,0
Columbia University,Wei Santos,Database Administration,2020-08-17,2022-01-22,768bc47d4a25ddb415ad8c9ab9a5845ec71e6d1f661cc0819fabdf148fbc62be,0.8032537037232395,1962,0.8065715186584316,0.8720810243002176,0.9851849874785574,1,6,0.3467583824712162,0
Yale University,Wei Patel,Quantum Computing Basics,2023-11-02,2025-11-11,428b962d9331ec0fe1a4578cd07560f426035ad025158d9508056561eadf3716,0.9631258272043023,790,0.9096442784501096,0.8602750787370308,0.8727713798643925,1,6,38.94585537570513,0
MIT,Elizabeth Kim,Mobile App Development,2021-01-25,2024-03-28,ae25007986583eb0867cd568d08421d9b9cdda59f34d651a247a89f852e08633,0.4318117885243266,1801,0.8302082681020442,0.7891111501113122,0.823966740748209,1,7,48.638170506325935,0
Yale University,Arun Davis,Quantum Computing Basics,2022-02-13,2025-06-18,490eeb3dcfe615a349c56cda173595e3a1ef73b6cea03de4ff45ec95195181d4,0.682835236489788,1417,0.9395505827888175,0.9223179629453837,0.7571349315841365,1,5,51.655336290202584,0
ETH Zurich,Linda White,Cloud Architecture,2021-01-02,2022-03-24,96aaa49e09ff906e2d6af6ee958991dd19ec6309c52ad13d5b27dc88c3c99c21,0.8214209964130171,1824,0.7830435111225595,0.8466060330274237,0.930776561911955,1,8,8.507261849152215,0
CompTIA,Barbara Martin,Big Data Analytics,2025-03-18,2029-12-22,3922fc7da9a59fa8ff8e02f7636629d67237ce65806c34626d278742b98966e8,0.8513231920531462,288,0.8338221287034967,0.9376566905307594,0.7508656355148469,1,5,28.569941655857647,0
edX,Ana Anderson,Project Management Professional,2023-10-25,2028-10-15,d58fbb80df840fe193f6deca2e3122b027d9bd35451d33e9a7f96b38edfa90ec,0.9180301537007806,798,0.828458643170992,0.8891880088669261,0.7873292855906773,1,5,5.51572497522452,0
Oracle,Thomas Johnson,AI & Deep Learning,2023-10-16,2027-09-30,9a199fed5f916ec391d349e0a6a6e5e88f6738c731761b1831079f2e21629852,0.8289359170726474,807,0.8630437104940877,0.9669363827692701,0.6463393285320485,1,5,4.089724496862666,0
AWS,Michael Patel,Data Science Professional,2023-10-30,2027-11-29,d4a5eeeaafd4be02a94d82b45d0f9e4f61c34de273c45a4e26bfc368c1af1d9f,0.7646045345036845,793,0.8613349759804066,0.9350196691146224,0.8512301652962266,1,7,43.77657081055161,0
AWS,Robert Miller,Blockchain Development,2022-12-26,2027-03-21,4494d007bb87438a1eb8ff8d4023ec408f7dd98a6da2fd1fd9aa90572d72f4df,0.8967171247651381,1101,0.8232033541544452,0.8899517344738291,0.7895891086010408,1,9,115.14014549284649,0
TU Munich,William Kumar,Software Testing,2025-07-02,2030-02-18,fd0827535159943143d84d3d925fb5a5be6aa1100e7fa80ce5bca0f9978a6c54,0.5155614136487422,182,0.6673628651164064,0.9552113627520911,0.9142187160304589,0,8,38.77738188355838,0
Columbia University,Thomas Williams,Project Management Professional,2023-08-20,2026-08-21,0fe9558bd2345d58afcb6be47e44920be8d923baac7db5c6ed334fae161f0320,0.7317198492780781,864,0.8784445507891926,1.0,0.8869275465803721,1,8,0.5719359002556073,0
IBM,Thomas Williams,Agile Methodology,2020-03-22,2024-05-05,6b89e7c685868665185b21070a2300b2e3e61d4e68d35dc0cb77407b9b8c55c6,0.871948832002427,2110,0.923302683567625,0.9397956270412422,0.9783585451228891,1,6,19.60727950430075,0
Harvard University,Fatima Ali,Robotics Engineering,2024-08-10,2028-11-24,80c7c3baa86bb53cadc8ed65c906499cc9721b12be62d1bf45951af94be07b2e,0.6921171475593747,508,0.87382039176134,0.9425790694146047,0.805382296081876,1,6,41.2170098687765,0
Google,Sophie Mueller,Cloud Architecture,2025-03-03,2026-08-17,c692a49007e473ae77796e4a043392c82785b93e7fdaee63028553b3a8ab8c80,0.7281675073480542,303,0.6122348375638372,0.9653662879144194,0.8925345468407279,1,9,13.752421232433623,0
Columbia University,Sarah Santos,Computer Vision,2020-04-10,2025-02-15,9b5daf5ab9785232efd63c35a54bc495bef28dff30b6802be23d48ca828188a4,0.9253142188719685,2091,0.7764735232345894,0.9162891399755878,0.7447935660634835,0,4,42.741321693376456,0
Udemy,Ana Jackson,Cybersecurity Analyst,2020-07-09,2024-09-16,d475294ac7956fdc0817d3b9a8857d736d8b1d07b5b4129354c834221f664a07,0.713544815456091,2001,0.7068987022131394,0.9319882454430432,0.85614609647368,1,6,3.709458639385345,0
University of Toronto,Wei Kumar,Computer Vision,2020-08-25,2023-10-14,31133176bc72189632d081e4a4b96fbdc851d92f89ca74515bcd764b772c3844,0.6059599646883287,1954,0.9666578151410029,0.9342213662755942,0.7726158175595217,1,6,10.760027071473996,0
Yale University,David Davis,IoT Development,2024-07-12,2026-07-15,692049084a7e1d1c27004c947a7048622301ac5ea224816ffc7c33dbc7250afe,0.817029276478006,537,0.8368875033927285,0.9014484515221408,0.988876630263987,1,5,5.794175413882725,0
Harvard University,James Hassan,Cloud Architecture,2021-06-18,2025-04-01,15b6113699e61d19b8ecb88049e12c46f73352d1177f2affb89e0e94bc1b1338,0.8674922612056503,1657,0.8789593297540775,0.9392229841196988,0.9310709445138535,1,10,22.250405496999978,0
CompTIA,Linda Jackson,Big Data Analytics,2021-05-30,2023-01-16,d279534bf4c628e5872f5bedc1460e6f6b57fe311e3183b369cd3fcf0ab124f3,0.9205616828812566,1676,0.9200570980769885,0.8238445248096711,0.9601103305759788,1,5,19.773998763149486,0
IIT Delhi,Barbara Santos,Machine Learning Fundamentals,2024-11-30,2026-05-15,8999f7afeb34f06520583574d051f4df7e4703213e5998bb202add7161cc3f02,0.9393385322925545,396,0.9557678658704345,0.9351508687074761,0.9774534602176637,1,6,28.938157609917383,0
Google,Jennifer Dubois,Big Data Analytics,2020-10-11,2023-02-06,680212ce251fb7620a6f069ad0ab05ed138243581b3ae5b1e840ac061cabd40a,0.929489288626643,1907,0.7303827172154698,0.8770871016073338,0.7981734516266693,1,5,46.388362497554624,0
IIT Delhi,Yuki Dubois,UI/UX Design,2021-01-06,2024-01-14,75e2322899c11e85052c2da7de07c17822633d23991d92fa7868d8052afdb982,0.8393287468355454,1820,0.8527291937303348,0.9398666862486011,0.9060315079114607,1,4,21.943670243969944,0
edX,Robert Jackson,Blockchain Development,2025-03-14,2026-04-24,299197e61af3c6ae9a67ed6e7bfeed16e00c7eb2e2a0350f8505e3e16bc67712,0.8113360852008209,292,0.7612742466050839,0.9335375512039791,0.9713447112405995,1,8,147.25102224860004,0
IBM,Sarah White,Database Administration,2023-02-15,2025-05-20,d2f17893ea9e7fb46a425496d100abc776e14140b4e827180e442d51629b19a9,0.8359331523660848,1050,0.6694609636158397,0.9223254991074649,0.7967793562477672,0,6,1.7611504050257523,0
Johns Hopkins University,Fatima Santos,Big Data Analytics,2025-06-01,2028-07-06,de5550319adb2d73253a371563381ce30aca6cdf30348cb82854327eb68d09e4,0.8332676419147595,213,0.729689152270853,0.8829596180330874,0.8450127142573276,1,9,0.7139698356355297,0
University of Oxford,Sophie Johnson,Agile Methodology,2024-01-14,2028-03-05,69a7a667ca3584cc507c76aacf36e0be0887971496e4d40b743a230a41947d09,0.8557196304851867,717,0.8385571745718021,0.9926830341384656,0.8928464219285223,1,3,5.419114822567888,0
Oracle,Yuki Rodriguez,UI/UX Design,2022-12-03,2026-09-22,536b2ce8f702c267185f0c0603232228b1e0194992d2574807b1a1bf40947b34,0.7495636622515316,1124,0.9008500096140775,0.9552200646017219,0.9391503570496156,1,10,44.486921509669195,0
Oracle,Carlos Thompson,DevOps Engineering,2024-12-26,2027-07-27,f65b7f4dcfa565790d62901d7e85b5657a795b2225b518859ea92c1208c39b80,0.9416310031432726,370,0.7712928005405497,0.882933245781769,0.8131691372661721,1,10,17.1405369361783,0
NUS Singapore,Karen Wang,DevOps Engineering,2025-08-09,2026-09-16,9f61e9c4a37bfabe37de161af41c10d817f3293d1121e4a1f74366117953b661,0.9052159163387857,144,0.8296435040818185,0.9011697628029235,0.8568224654669895,1,7,11.383278459995733,0
Johns Hopkins University,Susan Dubois,Data Engineering,2021-12-14,2026-03-06,9e2213623fca6bb6f9f6f19c8cc147bce86668d936bc9cbbea6b411527464005,0.9195142018015582,1478,0.9154097019405725,0.9389137027301698,0.8947942160994345,1,7,15.949860449325175,0
MIT,Jessica Jackson,Digital Marketing,2023-04-25,2026-03-24,6c8047b2f81af4f88abc89e86d052aab5ded76d65bb3264ceb12f2248261882c,0.8839576221566399,981,0.958439058987913,0.9125384552728261,0.9573349279820293,1,8,2.9335462899061104,0
TU Munich,Karen Kumar,Machine Learning Fundamentals,2020-12-27,2022-06-16,3791856249cc5043edfa05fb8a0303657745c9c443bddd2229252ffd5afb24dc,0.9783945877347082,1830,0.7115413161513837,0.8704815845507964,0.9097335971521409,1,7,30.14265671995802,0
Salesforce,Christopher Wang,Big Data Analytics,2020-03-21,2022-05-26,b11952f02c363b73e8038bc39168b627970c16104f4ef73c6d4551df57537340,0.8130970683871939,2111,0.8188660922767182,0.9211797804918044,0.7801455782281362,1,6,45.16410488713669,0
CompTIA,Sarah Dubois,Data Engineering,2021-03-03,2023-05-16,6973cd6a1ef8b244ab856e2175b361644e5c1733a1ce19476be88c8cd70b1625,0.059,1764,0.1689,0.6438,0.2204,1,1,102.76,1
TU Munich,Jessica Williams,Data Science Professional,2020-06-15,2024-01-12,9c3b408423e5f74af5ff2af6429b4cf3d7390b14bd4a73551ee318dd6555619b,0.8873659950100364,2025,0.9220632824547256,0.8934219373823663,0.8256622599450543,1,7,3.9667345453300165,0
Stanford University,John Rossi,Network Engineering,2024-10-05,2029-04-20,4304ee1cfa13e4068547c333f0d05fcaaf2ec64b197fb14eecb41bf89206ca7e,0.5914998652449504,452,0.8789337663098659,0.9359264279442217,0.8445686933112941,1,5,16.47111181794395,0
Stanford University,William Hassan,Computer Vision,2021-10-16,2023-03-29,b240b6d4a33abec5431333a7e9e90c727ee6712a2dd8dca431a4582c9fd85f30,0.7138022192976354,1537,0.6729946396657253,0.8850758221317971,0.8083946807418605,1,12,1.2366759031326549,0
PMI,James Williams,Quantum Computing Basics,2022-05-20,2023-08-15,8c2ff4d41405e2dc614c5abf24771f33bfe838f2a6d4f6767a4372bbae0193a5,0.9122254240296132,1321,0.7893983418411701,0.8889498908449491,0.7041693905475245,0,3,98.17565219307367,0
MIT,Priya Martin,Blockchain Development,2023-12-01,2027-12-03,edf54ee06d1b15f85da30e23a1cb7720b70cda080b804f917c75f1106f737fd6,0.9086363046034371,761,0.8434475994361396,0.89865118389543,0.8049474482650876,0,6,1.3537788941974258,0
AWS,Jessica Thompson,Natural Language Processing,2025-01-04,2027-07-09,1087616ea3f3d8c9b3f85b27598fdb174fb2b3f5e7db705a45c9df5442e2c026,0.8503488620467882,361,0.9871863975969166,0.9430267590226544,0.9099216885723035,0,5,29.06876697198075,0
Udemy,Michael Tanaka,AI & Deep Learning,2022-05-12,2026-08-14,4bcb573d09e3f1492820af49454c9217a312e7d775a86ea5bf78b2ca41320a6f,0.7493183229436481,1329,0.6480445261116535,0.9012925587945311,0.8064675878673294,1,6,0.19801659019331377,0
Yale University,Mohammed Thomas,AI & Deep Learning,2020-05-12,2024-08-13,dfab01475c966a35477ed05191de1742eb18f693b8fce2cd034702ea3525a6be,0.8120508806855034,2059,0.8835960395357634,0.8548603290431659,0.8918880914351887,1,4,24.80213028842236,0
Columbia University,Elizabeth Garcia,Cybersecurity Analyst,2025-03-06,2028-01-17,420e70a376e4b1aa52621fa8347fe8acfa1494d3d07ff03bff62326fe5a5a61a,0.9361703381343047,300,0.9886586958577431,0.8906063982523824,0.9749183602777027,1,4,2.5271702650702297,0
CompTIA,Mohammed Wang,Agile Methodology,2021-03-02,2024-03-14,8c9bbe9c616549ed5137e8ab31aa3602a8b9847e75418dad39c58febe17f1d5b,0.9464869376766036,1765,0.7070331400678789,0.9451910900675531,0.9216767806896209,1,6,6.294360657211356,0
University of Oxford,Jennifer Harris,Agile Methodology,2024-11-23,2026-09-25,c91f4990f81aa9c7770b6922156064703831d5684f52c1b46cc939ab6a5efcf2,0.9548660260924567,403,0.831681833381222,0.9443648246025114,0.9555493836009011,1,4,31.436805243302107,0
Udemy,David Jackson,UI/UX Design,2021-04-28,2025-07-20,68d469dabd926796f2ed2289d80c204a36f36425c54fad9a266748dce8f48a79,0.7137624565881174,1708,0.6459333176020697,0.8385819788898524,0.6314345948920496,1,7,7.632674042267648,0
Microsoft,Karen Rossi,Big Data Analytics,2025-03-28,2029-12-09,6360a643260f9c0792933fc353abb7435efaef301acdd030236fc377d6e32b9d,0.642691376857726,278,0.8671336600810367,0.9920765232327287,0.9057619555950513,1,4,23.39566723904485,0
Stanford University,Linda Wang,Data Science Professional,2025-06-15,2026-12-29,b2010629ebcf7bf944c4e8f4949971f605302531e7ac29714a90bf4d73da7054,0.7324833383124114,199,0.9897723403446019,0.8191531039180526,0.7625262208504326,1,2,16.48990839049907,0
IBM,Fatima Wang,UI/UX Design,2021-10-14,2026-06-04,6a4c1eeb8f75caa3196a90bbde0d818b323338f7c91cb77c779468700db6e582,0.8466018588729848,1539,0.9290904117095763,0.9045350116501913,0.9386428195085136,1,5,8.534842868366642,0
Johns Hopkins University,Michael Ali,Digital Marketing,2025-10-06,2027-11-27,5df038e38129d55f4e594f10c9aae92849acc01cd9ff6e2c644a8b070de48602,0.8163602717590901,86,0.8668898703853158,0.988405831340722,0.879289777998944,1,5,3.409007238586194,0
edX,Priya Dubois,Agile Methodology,2021-11-07,2023-06-07,175dbe33d833f4e5c92a8a73fcec0402f753953758e5f4002730fb4c35ce2d93,0.879595659807188,1515,0.775724668038048,0.9364550638919901,0.8585845129975211,1,4,10.864566832401405,0
QuickCert Ltd,Linda Jackson,Blockchain Development,2025-02-21,2028-11-07,f582f44540ad6ec1a5f7f77b832194ea1269e63e792ed07f7bcc91ad0650ed52,0.1563,313,0.3608,0.5031,0.0922,0,1,5.26,1
MIT,Sophie Thompson,Data Engineering,2020-02-25,2022-01-21,a807d475ad490337005852896ce1bae76209849f6143ab1df939fbd062de5ea6,0.5762199534983156,2136,0.935815675993948,0.9119084253646991,0.9730317201792292,1,7,77.36200186997655,0
PMI,David Anderson,Data Engineering,2025-01-01,2029-01-28,7b3fd2e16b20079c471b85fc9e19413dee89a6f1bb7f1e42cf86e51adedd31ac,0.8839303159778114,364,0.683742328978078,0.9395661847217593,0.6561649789215995,1,3,45.6401848672416,0
Udemy,Priya Hassan,Data Engineering,2022-09-18,2027-08-30,a6b13f27b2c12842b7770bacbb60a51aead07b10614b4164c3d6a87db997ed7b,0.9582935455356373,1200,0.9685059540347292,0.9802307706090503,0.7037950728842909,1,9,2.97132405666893,0
Johns Hopkins University,Arun Harris,Data Engineering,2020-05-10,2024-10-01,8c4327b32a86058fdceb585a7eb8e4db5028bfd019d5aa6d497126591ea70abb,0.8097211586742512,2061,0.9669878057473825,0.9189088936355337,0.937083267558429,1,6,2.0102940910654685,0
Yale University,Mary Tanaka,Machine Learning Fundamentals,2021-08-08,2025-01-08,7380070c26337eee2a08dfa4e1b7dfe143e6a37ed31005f3a2ebfcc3d50581d0,0.9556797430264646,1606,0.6150753051369379,0.9063922811180382,0.7350527660414929,1,7,26.5114244876117,0
NUS Singapore,John Martin,IoT Development,2023-10-09,2026-07-01,fc9475405241feba45f493446af01a350b4a46dd342d4abb5ef3fc4e224d7fa3,0.6174749240855565,814,0.75146168780501,0.8840736784442303,0.9194517818585518,1,5,25.82449207334195,0
University of Toronto,Karen Williams,Cloud Architecture,2023-01-18,2025-05-08,9677cb5986115c40d1696c654703dbb50acf321db905285878ef8da260e9b577,0.9080145338429259,1078,0.7853536407079302,0.8704094519921258,0.7406234266318273,1,5,13.824747250905755,0
ETH Zurich,Linda Miller,Blockchain Development,2021-06-08,2025-07-06,bd55f53bc99d5190cf3e89b005e37808d1a4329c5e95194f6b456b47432b0d85,0.7583263077225672,1667,0.9590753978789697,0.905558556111074,0.891073247992381,0,8,62.6658286452268,0
PMI,Yuki Jones,Database Administration,2024-01-10,2025-07-04,2b38d5e865e2a671be986e015a9456ea0d5d07f995c85856231497b66bb4c804,0.8654661747164699,721,0.802114915653039,0.940864188817739,0.9481700105465078,1,6,3.7760193427543163,0
Johns Hopkins University,Christopher Harris,Blockchain Development,2024-01-10,2026-10-04,3d34910b9a3b8c9b49d4bf02a1ed0517899389e8f247565461ac38f9b9cd60d2,0.9382547582885976,721,0.9004928157782748,0.9214184193187211,0.9515704162886682,1,7,53.30624812628304,0
CompTIA,Mary Wang,Software Testing,2022-12-30,2026-07-30,1e87985ac5c6e2079a18a571fa3ab3472f5008342c79974733de76464fa18398,0.7659935258054852,1097,0.6716523696752058,1.0,0.7479655144424581,1,8,6.095207819321767,0
TU Munich,Arun Santos,Computer Vision,2020-11-12,2025-03-16,462fdc7a73,0.209,1875,0.05,0.4553,0.1836,0,0,163.57,1
Stanford University,Christopher Mueller,Full Stack Development,2020-02-05,2025-02-02,97d1a51b9a9d32832ecfdd1f9c11a0e27ab2aec7009d22a37a65ccb6ef3b4d16,0.8892720964999414,2156,0.6872047676171327,0.9557091124353567,0.7817024545792547,1,4,12.60240807112633,0
PMI,William Tanaka,Big Data Analytics,2025-05-12,2027-11-30,d6caa856cfb3932d32d0539fba9b50d8e9b84b72d105659a6820b613d79368d7,0.8469524352959004,233,0.9247902383620131,0.9346757597135829,0.7431824129829788,1,3,17.586829001244315,0
Cisco,Joseph Miller,Digital Marketing,2021-05-26,2025-10-02,deb47d3367d2cf3a65cb07d29f2d49b19209c328ddd6096172a98c6def6e4b30,0.8197967515903659,1680,0.9190042810946795,0.8369315673941405,0.6498287919094816,1,7,21.461785305523826,0
Adobe,Joseph Davis,Cybersecurity Analyst,2022-08-20,2023-10-09,1b5835bb4439bc154bdde52196efe2c817edf48f823c9fd2aad9376a93093de9,0.7231013642207312,1229,0.6292508258680046,0.8430743311945809,0.8408264840683074,1,7,0.26057753869881606,0
Columbia University,Patricia Thomas,IoT Development,2023-09-03,2025-04-24,f6818135e1dc38052f451cf4da36cd92ecad61f95059d2df963d94b6060e611d,0.9499900481787906,850,0.8818589477164663,0.9788930753934202,0.6783856322142906,1,10,11.918642835025178,0
QuickCert Ltd,Yuki Thompson,Data Engineering,2023-09-30,2026-08-09,e343e41e038079e5dbcbe4a58eb9ee86c1f17496c9ee4ca6d0fbb9078dcab403,0.1126,823,0.4,0.552,0.3033,0,0,9.5,1
ETH Zurich,Patricia Harris,Data Science Professional,2021-05-28,2022-10-01,ffcf2228e5cf03215a6bec2f721e4174ed7069037c80fb3c5dc8a06764702fee,0.4903326642947093,1678,0.7262978405174999,0.9390302667538643,0.9261241256807418,1,4,22.24614646963818,0
IIT Delhi,Michael Davis,AI & Deep Learning,2025-07-01,2028-01-13,4e4c59738f5701498da8182e406302592ed64a7a42f7e9c37e820596463e188b,0.8244429270977787,183,0.9006855874465052,0.8467932527067029,,0,7,15.500202332181024,0
Salesforce,James Martinez,DevOps Engineering,2023-10-24,2026-02-12,5f67fa7b166bf9d8431805705cff019a948e67bf3a0647b56e7d43fa7290f26b,0.8221190189116534,799,0.8601218933352819,0.8540394154890208,0.7317162070852875,1,4,29.87330846784056,0
CompTIA,Ana Mueller,Robotics Engineering,2021-06-14,2023-04-29,5ebdff18192ebbb61bb517b7fed8ba8c289a24945b84fa02152ecc5708490349,0.7809416407887478,1661,0.9499798010709227,0.8704783741129096,0.9136276149237021,1,6,8.239133347206112,0
Microsoft,Barbara Taylor,Network Engineering,2020-12-14,2024-12-31,5b03c91a5d25058b69cbc24682d6c66f9882ded859261ea18d72b0af3763580e,0.9125031199704087,1843,0.7023697068485362,0.9267573142165824,0.7861511402723036,1,3,53.741503052557796,0
IBM,Mary Ali,Agile Methodology,2022-02-23,2026-11-05,51b6d5a5f2e166f7585eafd05c510a69fb3a2b84a6b940fd9a33a3301d8346c4,0.8274398236928181,1407,0.8588797892930975,0.8869769489830198,0.8530267664380689,1,9,31.000153759010022,0
IIT Delhi,Robert Mueller,Full Stack Development,2025-04-18,2027-12-23,f59098c5c8cdef482a44b56a3b731ae2a124653ddd6ecbc4ddb06b63c3658c74,0.9720700096568613,257,0.9596367490323305,0.9147274990489045,,1,5,38.06376717459769,0
Cambridge University,Jessica Harris,Agile Methodology,2023-04-07,2028-01-16,ba0661e64e988f9a18a3040f549340020cf713186b81362e972d2096b70b398c,0.8726190751950992,999,0.9887376755592051,0.9186351136102483,0.6360614339983591,1,3,15.653539752221493,0
Coursera,Richard Santos,Cybersecurity Analyst,2022-09-12,2027-05-07,b0a79e7eb82306b1853be33ce6bc64989c9198511ceba3317a4a4644f6e40377,0.9458326235256697,1206,0.9075220978199063,0.9780807310919257,0.9262218678425714,1,5,3.2667114397918846,0
Oracle,Mary Smith,Quantum Computing Basics,2023-03-26,2025-03-21,c9a04219d2ab3344584c0ff156f741b6c664e9151365e8d0c3c8ea72df1aa0a2,0.7174954523178402,1011,0.8706926584291595,0.8036532254913815,0.7251149119647524,1,5,26.650467244106014,0
Coursera,Ana Mueller,Machine Learning Fundamentals,2023-09-17,2026-07-03,4c1cb37927ad4f375d14bf6b5971027a14ddd607ed73dac31ed931a2c552c94f,0.4996829090754762,836,0.9382275404739617,0.8756897918773568,0.7460343053504821,1,4,27.93664030831183,0
Oracle,Patricia Patel,Data Science Professional,2020-03-14,2022-07-16,2d26ce3d9f4ab073357ab2b5583c6eedb11b4247745b6a8f578e994bc25d6aad,0.8243444991415351,2118,0.9218218925445457,0.9431295261338477,0.8980402352300595,1,8,34.279549688581,0
Yale University,Susan Martinez,Quantum Computing Basics,2020-09-10,2022-11-19,2518a7b80224127a7245453f1a9a7bedd766f25c8e02f60edeafb7370b41a3c3,0.7155109604368884,1938,0.9443761226533447,0.9806674311126325,0.9268252206141057,1,3,50.70978756244069,0
Udemy,Thomas Wang,IoT Development,2020-08-23,2024-04-02,1a9ae7aa9205593cd893c2d5e4c490c30dbe343d1ab01996b3fa240b68daf55f,0.8166794726529222,1956,0.7204259767972216,0.8280407904561564,0.9448569739234516,0,5,59.25032034561936,0
edX,David Brown,IoT Development,2024-05-09,2028-02-10,28bd6a5e38d89308eedad208a6f6382426125eef65fb77c996f3e5a652555051,0.8099087198817261,601,0.9472275993504626,0.9895521237527973,0.745534538521337,1,5,26.9936045032265,0
NUS Singapore,Carlos Davis,Software Testing,2023-09-28,2024-10-14,37d29c4d6cf9ee9d864a3e6fdd74da5b64c5256884cfdbb7c144266eb919a08c,0.868563767842116,825,0.3925229159357855,0.9619405147226769,0.7354808382850654,1,6,25.125879513456038,0
Columbia University,Fatima Rossi,Data Engineering,2020-12-26,2022-07-11,14eb4846612c54390ad86f6f1072bd3fdab1aed4f2c44d3118dcc509ad8106d8,0.9260020154688884,1831,0.8189203347558542,0.9726258900890279,0.7944729959459239,1,5,38.22923445300818,0
MIT,Jessica Wang,Network Engineering,2022-01-28,2024-04-17,045ec6b1ea24c0f12c670d75c1c2951521721cc7246f28dc1de50b9be591a4d1,0.7122545583304081,1433,0.88849826537082,0.8598765007432924,0.9725245047298333,1,7,1.2778302366392906,0
Columbia University,Jessica Chen,Project Management Professional,2022-01-22,2025-11-03,2a18019c979f45c960dc61bb1ce40f45b4a3ee2d290826c898a6aea2bc73ed3a,0.8612972015060408,1439,0.7674993926091856,0.8964354078395901,0.8495329080841616,1,4,4.16845038266488,0
DiplomaMill Online,Sophie White,Robotics Engineering,2022-09-16,2024-03-08,c7c17d25185612419f85ddc98dbb1959052ae5621e6b20ca8921879596918c22,0.1292,1202,0.712,0.5387,0.261,1,1,91.69,1
QuickCert Ltd,Arun Harris,UI/UX Design,2020-05-23,2023-05-16,ab4f84c19ace50044b269be447cbf6a8cc2b891e113667a3f224ce6e9eddf9c9,0.0174,2048,0.3301,0.9299,0.5,0,1,38.93,1
IIT Delhi,Linda Rossi,Robotics Engineering,2024-01-22,2026-08-24,6449a99319355d6782bfbbc8479d6e0782312f2f0fcd8513fa8fe79f512d5e21,0.8816921506240181,709,0.7919273202827647,0.8661217898520301,0.9145251425725093,1,11,13.928001366997321,0
ETH Zurich,Sarah Martinez,Mobile App Development,2021-06-12,2025-12-24,56338496d0ac5366faede512a4b8e5d4390e90b62c466820c0d1fc11f6618b55,0.8893041669736444,1663,0.7641579133921771,0.9825987555167985,0.8021499578950716,1,4,2.488285287288769,0
Cisco,Fatima Garcia,Cybersecurity Analyst,2021-10-08,2024-01-29,7c522201a1c1e80a9c94fe82a15c9e18b22501c9f007982f0d37cea8099039fa,0.8753754545741778,1545,0.9204560483812324,0.9541800317308153,0.5420961549957859,1,7,31.480864049704863,0
University of Toronto,Jennifer Thompson,AI & Deep Learning,2023-06-16,2028-05-21,dba4bd48202abc71d6760fcf5be0dd0a4ffadfe720e9a1b452d000d47267efc3,0.8865764638803625,929,0.913126745712305,0.9022599779298307,0.9628655665363265,1,5,49.93437388415686,0
Google,Thomas Johnson,Big Data Analytics,2021-11-11,2023-02-07,0a474193580cdd00db48930c98f9092e00ac868f8aa64b62791f4d29a7570c1f,0.83226303202584,1511,0.9052903395263371,0.9535745059500943,0.8773223258669923,1,3,51.83961815146095,0
IIT Delhi,Joseph Kumar,Data Engineering,2020-04-30,2023-12-16,e94c8a384f37a919511c6f,0.0966,2071,0.2912,0.5431,0.0471,0,0,185.09,1
AWS,Jessica Tanaka,UI/UX Design,2024-10-13,2025-11-28,5ff092dac8d7dbeca6b45d7c155b00a5235082740b0238b1db3490c1b57611b0,0.7881132502474808,444,0.737042067205524,0.8777314435308226,0.9924981937511639,1,8,52.748359917770514,0
MIT,Jennifer Santos,Data Science Professional,2024-01-03,2028-11-03,78980b0607bfb336038cb7ff583847fe8a8780dc508d92acdb0d7e17869312a3,0.8640841077324397,728,0.6532774002374842,0.927394184600158,0.9424258586708175,1,5,19.70080410535225,0
Adobe,Christopher Martin,Cloud Architecture,2022-11-12,2024-10-05,5629db05c8cc3899f199803707230d9649daf4d3a79e873d18181c113ab7ade3,0.9837867907549509,1145,0.8716504743399782,0.9638380446679461,0.7915365450355237,1,5,0.20953511003537112,0
QuickCert Ltd,William Brown,UI/UX Design,2023-09-14,2025-12-19,6d8b6dae11c877ea1d4cf566f9ea4ddbc3c5dd26ad15de0d951d68d9fa3f1998,0.0285,839,0.3956,0.731,0.0322,0,0,27.25,1
Harvard University,Jennifer Hassan,Database Administration,2021-02-21,2023-05-23,18fb66e6427d6e63ce0699ab6e38a5833686dac1c1bc0c3135248bbfdb883b9a,0.9338699571121389,1774,0.6921459771421545,0.9245407901170883,0.9322294259198884,1,6,22.907548352553665,0
Yale University,Arun Ali,IoT Development,2024-10-28,2026-01-03,4efc36f522a492acaa8a5ce95987b1d12404ebd4d18183a24fcdaa4a727b0d26,0.9639788345045706,429,0.7647618378443638,0.8823729192944066,0.9061850617518615,1,4,122.09501288993606,0
CertForge Academy,Robert Jones,Database Administration,2022-09-22,2027-01-06,cfbcefe342aa701f0c23c78c5879259b691f50e758e27f3d3390e69be0522eab,0.3337,1196,0.2823,0.5542,0.0281,1,1,42.18,1
edX,David Ali,IoT Development,2022-10-12,2025-11-10,a6a2a7bcc5a571a1a57585f6255f870286e013f1860aa7c8a861bd9d977e8433,0.8363774112798447,1176,0.7776868616322083,0.9715825355453307,0.9692716251441597,1,7,9.250028758651071,0
Udemy,Linda Kim,Computer Vision,2020-08-24,2025-02-06,c6cd356be2b463ac03c7b3f6c42ef77012e8da1564c195a2e3e29e881b87c205,0.9366776977225519,1955,0.9290888716686688,0.9388742825211984,0.45348023348785305,1,7,9.816893669958246,0
IIT Delhi,Joseph Garcia,Database Administration,2023-10-10,2027-09-22,e72c5051b16e938039c2fd06816a053a943fef83997a1378ed535f6a8142a544,0.8278683894371923,813,0.8269813415894016,0.9395504192598128,0.9392761224672961,1,5,84.30759749221585,0
Google,Richard Rodriguez,Computer Vision,2024-08-27,2026-06-04,7dee1f52678744b87fe21deb67bb4663a8ba313c723d12cde67ecc090f2b6ccc,0.8402992583846336,491,0.737712924288301,0.9277029191860372,0.8354485652659759,1,7,23.918028048002252,0
Google,Thomas Chen,Business Analytics,2024-12-21,2027-11-14,2f75cf4888c986050a1bb71e718be9e934dfe127293030383bf8e86e84557e7d,0.8136762147686506,375,0.7215646772573288,0.9932844437646768,0.7479059402366225,1,6,30.992155213905267,0
PMI,Susan Mueller,UI/UX Design,2023-01-23,2024-01-25,34f4085c1077c0f133c4f1e0fcdf49e270a5a0b11b4b1f9a49e010e5279d6140,0.6904410932109646,1073,0.7648469970544131,0.8975401348944564,0.9396233265619488,1,8,18.64700228784136,0
DiplomaMill Online,Priya Hassan,Data Engineering,2021-11-08,2022-09-28,910ad186,0.2534,1514,0.2643,0.6467,0.455,0,3,138.47,1
Adobe,Thomas Harris,AI & Deep Learning,2021-07-29,2023-04-05,0925f2911354c7c9da0167e337534eabd7a3ab25e861c76261e059e0bd311e99,0.9962902188277872,1616,0.7917926153853873,0.9293836349122945,0.891297688284664,1,5,42.9109503937859,0
Salesforce,Barbara Ali,Agile Methodology,2021-12-07,2024-05-19,f3cb87f1b6770d64dd8defb2bfec3d7aa84dfa2e161b50d85a43530307093bf0,0.46702724893773945,1485,0.751292503753521,0.8289578387647859,0.9172092632539043,1,10,35.69115858954516,0
Yale University,Jennifer Harris,Digital Marketing,2023-04-24,2027-11-08,362777719a780dcd7c390d20615e1b8238b4e9fbe8332deb24169695fb6e1bad,0.6198570792064431,982,0.8617214947055655,0.8979889836422107,0.9308770119727804,1,8,7.748124287925181,0
Udemy,Christopher Patel,AI & Deep Learning,2022-09-28,2027-09-14,43a456b35540b38b5bdd97908b4310db9378eba5e04e7913f906047c914ec89f,0.9203975620451044,1190,0.9882694741918208,0.8126601917895825,0.7797601201994877,1,7,15.557738542975844,0
edX,Pierre Martin,Network Engineering,2022-12-06,2025-12-19,12e022741263cda55dcb9dc85131fa8b519336efea5a606ffc734bbfba05217b,0.7328562417357786,1121,0.8568065148465909,0.9348746747290451,0.8630827365158392,1,6,16.494013842905755,0
CompTIA,Barbara Brown,Natural Language Processing,2025-03-04,2026-11-15,4af000cd119ea12de6ded794970f18ff3110b6b9265ea83a0235f0feca8dc1c2,0.6133270770767051,302,0.9398961957256071,0.8473593596768864,0.9673532205130262,1,5,58.74781197968729,0
Oracle,Carlos Williams,Network Engineering,2025-07-04,2027-04-20,24b3246c76fe3f3f540ea58bae2eef6949ae27fdc64feda4097683756282b9c9,0.6991645725564262,180,0.9138422808540181,0.9937162530435485,0.9134852291184563,1,6,36.87517674951339,0
Columbia University,Priya White,Quantum Computing Basics,2020-04-16,2023-07-25,70b746d7a97674a7402da4b7e080f1133898d80c9343d99636c6120471497542,0.8266733636280007,2085,0.9454930629667598,0.9400109485203519,0.8887170502926954,1,5,22.993193308457894,0
CompTIA,Karen Martinez,Database Administration,2023-02-02,2025-11-03,17424b4668c11dfca8c8890402e3879f60bbf7b89a7567ace7be37cd2a45f50b,0.8212288026969757,1063,0.6129857126584156,0.9302132842861761,0.8278431041028677,1,4,32.45659257537692,0
Johns Hopkins University,Mary Thomas,Agile Methodology,2023-12-18,2027-04-11,c5eeb93eacc51beef7dcfb3388b744d28ebd3b24a12801e2385c7daea21886ee,0.5143627431702178,744,0.9508305656576284,0.8975042368001872,0.7841062887980266,1,4,66.52110536159189,0
CompTIA,Richard Rossi,Mobile App Development,2022-01-31,2023-06-11,91f408e3eac1d200b1c43c8f44155f19e0255f73c6d3021ed1209916845837e5,0.7848898292456504,1430,0.6420178122428657,0.9072053309878921,0.9765398732242501,1,10,0.4256339868759264,0
University of Oxford,Michael White,Network Engineering,2021-09-25,2024-06-16,39b4666af560bd49a2d2d4a073101ff1642151e9bf278faaff7704df5f4e9c5d,0.897320928652045,1558,0.7521054246401695,0.9227015027080532,0.7987100050441586,1,3,6.322951875369503,0
AWS,William Rodriguez,Data Science Professional,2022-09-17,2025-06-12,67a37e508caa6f949c99e4710975a514551ea2da5fe7e1d5be37b1b0aa14bfc6,0.6278045707753692,1201,0.9530449891357413,0.8713833187210187,0.6994414545436062,1,8,4.567461261550025,0
University of Toronto,Linda Ali,DevOps Engineering,2024-06-01,2027-09-01,f674fad5b46f936f1bce220b2cec45b959278553a54ee1602647e61de31e2996,0.8937136896806205,578,0.8505940863515278,,0.7948766543385384,1,4,10.438620825630638,0
DiplomaMill Online,Thomas Williams,Agile Methodology,2026-11-02,2030-06-23,253c62696d4f1cef95918c7e20c7a11ed9b78d6c2ec568413634d5343c2aebe6,0.2542,-306,0.2289,0.86,0.2397,1,0,67.25,1
PMI,Susan Garcia,Mobile App Development,2023-05-30,2025-08-23,743416a962623c32b33e7e299e32a6ff1b3829c2bdf253096f2fc398a90a77c0,0.8370121496400801,946,0.9970316239970222,0.9486471549957575,0.9665996244498697,1,9,4.651990424586781,0
PMI,James Kumar,Quantum Computing Basics,2024-05-30,2025-07-16,89a54ddc93155ead29f2016b1ae70649cea5146b20b5b34fd3674674de066817,0.6868921149408144,580,0.9627288124310688,0.9327348771247423,0.817977654428695,1,8,98.27729663078765,0
ETH Zurich,Joseph Ali,IoT Development,2020-09-01,2021-11-05,70bfbf759877f82006d48239a67d5ab5f5640932446c4b9d526689654196686e,0.7535014766421241,1947,0.7768010238887744,0.924273862517415,0.9450580712812261,1,5,10.742085280098838,0
TU Munich,Elizabeth Patel,Computer Vision,2020-03-26,2024-12-17,4131045bc3357fbb197019fa26e5cd3747c0134ea8906a2c9edb19a865bf04b2,0.9634536406941983,2106,0.8051893569268294,0.8849814354687047,0.8327396214181999,1,7,16.198191142588463,0
Google,Jennifer Rossi,Computer Vision,2020-11-03,2025-02-09,25bcb41b2ab2f92073879edab96ad6ad4614ec83fefaf9a5d915822972625da9,0.9020218602321332,1884,0.853364548314881,0.9393090206752875,0.9015804980905754,1,4,14.999524607508047,0
Udemy,Karen Brown,Quantum Computing Basics,2024-05-20,2027-04-18,5f52836337e08d11c94292ae15769c2cabb2ff5f5f205c077e312d86f9bbb38c,0.9383452542260736,590,0.9338827990510984,1.0,0.9730296974688738,1,9,17.292761740628436,0
TU Munich,Mohammed Taylor,Machine Learning Fundamentals,2025-04-23,2026-10-08,e13ec848929bc8cd47f7094f9fbae0bb0fb7ac606d1c5f7a90ad7cb3aff8f251,0.8601316486868318,252,0.8632068310647917,0.8639479322992059,0.873778039125801,1,6,33.22892986897162,0
Udemy,Jennifer Patel,Digital Marketing,2022-11-14,2025-05-10,1e57fcb9ca5e26c25ce5ae7b359570f75796566bc8b6206d40b869cdb4aa73cd,0.6365369462229589,1143,0.6966787137895961,0.8739809357799873,,1,5,31.485801001874584,0
IBM,Ana Garcia,DevOps Engineering,2024-05-06,2028-05-15,58b0d4807d8d65c61f9c433f0bd327e82b56caa8607a01e185fc77f00e6aab73,0.6911638141776065,604,0.5768077275751474,0.9421540906629242,0.9225223863964582,1,6,22.038754672154298,0
NUS Singapore,Mohammed Williams,Robotics Engineering,2021-11-16,2026-03-04,68e41510f6dc42dcb37d5e753deccb2e02acfee10a5644e38a6e2ad04e1324a6,0.6125460566977428,1506,0.9442544536308776,0.884674284008692,0.907709298190663,1,9,57.847918332581735,0
Oracle,Priya Anderson,Digital Marketing,2023-01-10,2027-06-14,cd0176b1ca0fd98e293a5fe03a4a938d3d80fdc637e1b58be06237131222f41d,0.7424485297939865,1086,0.5273887522954557,0.8251661353565507,0.9798345829092383,1,7,39.198357511418834,0
IBM,John Kumar,Cybersecurity Analyst,2020-06-05,2023-05-14,236f6a505b1d5131f236c488b66fddcd81827acf3fa0d1fae8ab0564f99b9a31,0.5565571577637142,2035,0.786646466780886,0.922984278352512,0.8407675199904833,1,4,2.4299852783130396,0
ETH Zurich,Michael Mueller,Machine Learning Fundamentals,2024-04-09,2027-09-09,3887ad5b646a5e1e7db779e3f49444600a1b60e1a75be44462a91861fc60f5eb,0.9403270343120403,631,0.9667471125308831,0.84972633350334,0.8972127171293707,1,4,25.766441929320056,0
ETH Zurich,Richard Martinez,DevOps Engineering,2022-04-18,2026-02-10,270cd5d74aff224bbdbdfb86f061975aba9b94ba50514632edcc519e23f57bff,0.9224683531547163,1353,0.9223788580843818,0.9719538122820633,0.8161390531216853,1,3,41.4191829305504,0
Cisco,Ana Santos,UI/UX Design,2020-08-22,2022-03-17,9792bbc9a88511eb7add55ac679ed7ba60d78e157b628bb25c225fec38dcd4f3,0.4469611911427827,1957,0.7815601564099266,0.9458395489764782,0.9238493117557403,1,9,6.9875068321026825,0
QuickCert Ltd,Jennifer Wang,Blockchain Development,2025-06-26,2029-05-12,075642c54a0db5ba4753f0a459946635966eaf63faa492bd9930fad111c8ea9f,0.201,188,0.4171,0.5056,0.2744,0,0,84.48,1
NUS Singapore,Joseph Tanaka,Network Engineering,2022-05-14,2024-09-28,f8be9b277a9cef5abb51c06fc152f43cfaa0f976d72dc16818f3bb412edab102,0.8788270560793593,1327,0.9612231324043811,0.9008426287763496,0.9255767113973029,1,9,0.6470595732168917,0
Harvard University,Ana Harris,Data Science Professional,2022-04-03,2024-04-21,89f90c5d4b7acea3b8bb5b77b659f6b30c1d66359adcc56fc480011da14ccafa,0.9408599776397945,1368,0.9427722176503398,,0.8718883801906782,1,2,51.66888087265423,0
edX,David Anderson,Data Engineering,2022-04-08,2025-04-11,b9d49d97beb5b1d778655e591a4a430493d26c87864eda9acd9033154f554662,0.9564036856108445,1363,0.7090064673987229,0.9031330213988853,0.9560691806807798,1,8,57.61298652305467,0
Harvard University,Pierre Wang,UI/UX Design,2020-07-27,2024-12-27,18bd0c116169600e1665218390646b6a36cada4ced110f5f5e2a91fda8f2c38e,0.7458974523409848,1983,0.7714297645476246,0.9236135738809843,0.9355014942923349,1,10,115.46846716835219,0
IBM,Jessica Thompson,Machine Learning Fundamentals,2020-12-26,2023-11-26,9df47696b056b6520e5af94b98b450a97f0ac189f1308e86f2d0bdd7b16b61ce,0.4417,1831,0.0914,0.6902,0.4416,1,2,40.12,1
IBM,Susan Wang,Big Data Analytics,2021-03-29,2022-05-07,3d211819f8b785b47c3e2054bcb1f62cc74e290d3b98710fcada660897874d37,0.8768237659174495,1738,0.7936472505508371,1.0,0.965899893183474,1,6,14.489542345574376,0
ETH Zurich,Patricia Mueller,Cybersecurity Analyst,2020-03-31,2023-01-08,dfe5796271f1ed62296b6032e741d96de10ef9785f971a5c2189bbd14a91e776,0.7176817737894472,2101,0.8556376655859564,0.998235220247875,0.9032071595056972,1,5,21.945961519262763,0
Columbia University,Robert Martin,Quantum Computing Basics,2023-07-01,2024-12-08,f98e84dd803624345cfe97b2eb3eec651e03bdccba47229a51cba31b99bd5575,0.9605404719606149,914,0.9882168212497686,0.888949690112463,0.9821753283927911,1,6,22.74212541334021,0
AWS,Karen Kumar,Data Engineering,2025-03-17,2030-02-24,941708808b0385dbdf98908548a62ce7b03c4c9f02fd7526bd9f352196b11f2c,0.1632,289,0.4754,0.6169,0.3121,0,0,60.44,1
Harvard University,Karen Thompson,Machine Learning Fundamentals,2021-06-16,2024-02-04,94d0fae5e039ed80904c0262287ffe6e15b4912357445789be580f7fd35c2cbf,0.9238202051086354,1659,0.7753370953603452,0.8873546778217114,0.7032002740385728,1,5,61.01848225793727,0
ETH Zurich,Sarah Thompson,Software Testing,2021-02-19,2023-05-12,9700b96832abeff89b8850e98f2c94ea637ab9ba7b41be29b8f7c3eb867434b3,0.6389820004086303,1776,0.7387439222035117,0.9291296009617339,0.9073133293568176,1,4,21.87269456217684,0
TU Munich,Susan Martinez,Robotics Engineering,2022-01-18,2026-09-16,da1393d7088610837e15f5cd3b975a842856f89acd43af5dd7d88553657d0035,0.9284151402485668,1443,0.8513745054746686,0.9481060422679694,0.9009694446276038,1,6,49.78976240417781,0
Stanford University,Patricia Martinez,Database Administration,2022-12-15,2026-04-15,99a9b0cb27881d966c5e3f3784ded6a2d1bc30ca437eecfd48c67ac5516ac40e,0.8243457773962822,1112,0.826120991267981,0.8317808887190028,0.9521901420277229,1,11,4.729450929531743,0
Google,William Anderson,DevOps Engineering,2024-06-08,2028-06-28,f8f71f453818b5fcd9c93251a5ceeee40517a3f25c69c48e5b532bf01fc47358,0.8789028108202089,571,0.973311427893177,0.8942874619695099,0.7639851769963156,1,10,57.57311190169678,0
ETH Zurich,John Williams,Full Stack Development,2023-03-09,2027-04-13,90ddb608cbc4bb5a2fe74d7c4210deccfe6a09b06b6fdbbbc5c71ae37b43a5d5,0.3041,1028,0.1145,0.5629,0.2857,0,0,106.29,1
University of Oxford,Jessica Dubois,UI/UX Design,2024-03-07,2026-02-21,fbecffcce76f04e315fb3fd07e11166433555fa5189d8d50ddd24c38894047b5,0.7304634122296142,664,0.8681056285345107,1.0,0.8579584771006572,1,5,68.18994295820747,0
Google,Robert Patel,Quantum Computing Basics,2023-01-25,2026-05-19,3c12c25bc5924db40b085b9695e0d0a4b6dafb9cbdefdb590373e9b569b3ca11,0.8112649141874996,1071,0.6028759053936172,0.7682508004860972,0.8677137576642805,1,5,1.4955167917404868,0
Oracle,Barbara Davis,Database Administration,2022-06-30,2024-03-10,6dac86f32b7e65780182fed2113aef66fcecf73ab9387551dca5bafa113c06b7,0.8197873430334862,1280,0.8222855248882464,0.9869712525389958,0.7534453048877461,1,10,42.53936312860299,0
Microsoft,Pierre Kim,Machine Learning Fundamentals,2024-06-20,2029-03-03,4596a3f961dfc6a384d8a3d965839ab8ccf45aa751fcd86c762973eb236f7532,0.9135610504000764,559,0.8138598564938242,0.9858268079557996,0.7380357897180292,1,3,1.9966294277278447,0
Johns Hopkins University,Sophie Rossi,IoT Development,2020-03-21,2023-07-03,0f802acb0ae8bbf1a7dba2f2a969d05f537c0c3773934ce5189d4e22b31ec526,0.9556864730932443,2111,0.930441259412727,0.9198486772352925,0.6744833000983826,1,6,33.5722106475602,0
IBM,Wei Johnson,Agile Methodology,2024-06-30,2026-03-23,accd2ee3193a3bd786e320dcd7fb5ddbe001b46abe426c056236787a3bd13cc0,0.8161884427997956,549,0.8926607378669716,0.9321129157372106,0.7433479397983979,1,8,128.38137898029643,0
CompTIA,Barbara Jackson,Database Administration,2020-08-26,2022-01-20,01b5b24fd9a1bcbb377e91bbbe20f232650404a7d609fe0e15213225ee71fee0,0.9112264124231613,1953,0.9048403847293298,0.9302205706711767,0.8121745468656708,1,5,18.641853891344695,0
CompTIA,Mary Dubois,AI & Deep Learning,2022-11-02,2025-07-22,1859b86635e3f2276f6288e31f5ca561b6e47ed4253bf46b9be97c42faeabb95,0.7056125772755562,1155,0.9800414992659513,0.9470974592484257,0.801770766392537,1,4,0.09186546153944453,0
NUS Singapore,Sarah Smith,Data Science Professional,2021-08-24,2026-03-10,2fcd60f25d069c01591e0b51de318ef2adb7c68b0e4862a8584cad935bcb0eff,0.807738406402939,1590,0.8139140908605607,0.9177568962141852,0.8243680651534523,1,5,73.1077487954222,0
Adobe,Patricia Miller,Natural Language Processing,2023-11-19,2026-11-23,8005073ec974d30ca23a9c7e6cf3d9f1693ca98757e4f4c441f25845d5b21b45,0.8522940546043584,773,,0.9800983114085148,0.9601271627049565,1,6,15.297140699915769,0
Oracle,Priya Chen,Natural Language Processing,2023-09-08,2025-04-11,28cddbf70389640ac4a847b2d6461523300b85f5ad748c988766c48c62c84cbb,0.7787647841240022,845,0.8467103355462291,0.9734033310583735,0.5268417912407285,1,11,44.452367992182694,0
Adobe,Priya Thomas,Data Engineering,2023-10-22,2026-11-29,54d9efc99da3089bcbbb131529d92acf9f3be4618a5161439c30f36b5fb6d426,0.1098,801,0.4534,0.5412,0.1597,1,0,8.86,1
Coursera,Yuki Wang,Cybersecurity Analyst,2024-12-10,2026-09-05,8ec19b1a536e850d6ce5b508c65d937543cd033f0bdd2f6e6a25b88dca95cddb,0.7004326134275771,386,0.9710936311398487,0.9658683324738925,0.6576453203227254,1,6,37.71800459339756,0
TU Munich,Richard Ali,Digital Marketing,2020-11-27,2025-10-02,c5e4cdd4a106487de6336c98f6704b6f905bed4c02f05267b254d318be8a2858,0.8215235311988884,1860,0.8610483143850586,0.9129741444434083,0.962347995404371,1,8,23.08677849758764,0
QuickCert Ltd,James Johnson,IoT Development,2022-01-24,2023-08-13,01bbafe2b297eed38b46692724d89f26e3c02404f8e9e1781addbaa4e4a8c3f9,0.0121,1437,0.1177,0.5328,0.1436,0,2,47.08,1
MIT,Arun Rodriguez,Business Analytics,2020-05-15,2023-01-19,fc1eb4296a45bf2799e090a55a89472e5afbeb1d43ad5f0135a88e619357b7cc,0.8487966566174223,2056,0.9156514926865698,0.8713552660770577,0.8131476705583578,1,2,51.42065204655218,0
Harvard University,Mohammed Tanaka,Database Administration,2021-08-15,2022-10-10,0af5dc27f78a94cfe03d7f744478cd718cf236ceb75c1ad137cf9bb8dc3e0545,0.903757854151095,1599,0.9570158558779233,0.9577756662642956,0.8902893497462963,1,10,5.539836442120294,0
Adobe,Wei Ali,Quantum Computing Basics,2024-04-19,2026-01-24,038d20e7c745c68f41dff11cff51c072085bda322217a6eb07eddefc0c9705fd,0.7998679557892497,621,0.9847017667058102,0.9190663405317723,0.9736598445724929,1,12,10.50115981788411,0
TU Munich,Mohammed Harris,Robotics Engineering,2020-11-17,2023-05-25,3c1dc9a953cbcd0f9d491fce6444c430c069e2954254be85f10419021c23a2f5,0.8570055106324537,1870,0.7129038197524742,0.8298388313181286,0.8172247316698376,1,9,14.892541351980093,0
PMI,Sarah Santos,Agile Methodology,2023-07-19,2025-02-10,0f025ca7fb8098c350d620b21cdcf55509a88f76cf5eb4e12d58d893c56edcdf,0.7705198129454663,896,0.7901924731222005,0.9235233312434107,0.6392948321135017,1,7,0.6241351235763287,0
IBM,Karen Brown,Data Science Professional,2020-03-18,2024-10-29,6352004f97729c27f8f528ac0fddf8fdb50c9f77431cd3f3b3f92b8041cde585,0.8161489397257804,2114,0.9776247853414676,0.9056563490547561,0.8002101455387445,1,7,3.9743121225120457,0
Stanford University,Michael Miller,Business Analytics,2022-01-23,2023-12-08,7c42fc03dc44448f10191de554b0428b7760554080943a1c7ef6cd83447815e2,0.9507465498260589,1438,0.6910049799339905,0.9772173651417225,0.84642828472939,1,4,47.20779306232513,0
CertForge Academy,Karen Wang,Business Analytics,2025-05-31,2029-10-13,8b317409186dd2132070445f839b0e574f42bcc68df3550ca6ab8215c22b786f,0.088,214,0.4,0.6409,0.0383,0,0,95.04,1
Adobe,Pierre Hassan,Software Testing,2025-08-21,2027-01-02,e84cac45aad171e47a86a8f3ece9235b022d526c3224b9b87f318a37eaf53705,0.8212095771503279,132,0.8295729138703356,0.825999640296682,0.9416522193689085,1,5,5.577548158964186,0
CompTIA,Robert Davis,Machine Learning Fundamentals,2021-02-02,2022-06-22,a960693f11fc2ed17e3eaeffeee0561221f53e67fd9933fe649267ee08281f75,0.8952075076321835,1793,0.9202172676512298,0.8143087205456206,0.7734430054488377,1,6,47.08110153386945,0
ETH Zurich,Mohammed Smith,DevOps Engineering,2025-10-09,2029-12-13,add374bd71de881d116d7305d106f0d5945b4909869c2a3a1c197fc96348f320,0.8056273822676558,83,0.6650620956582436,1.0,0.5005909321796854,1,10,11.150716828139348,0
Stanford University,James Tanaka,Cloud Architecture,2021-10-17,2024-11-11,3ca606c25a7bf9ca5fc498febb8c335d4bf1dc32523515e52648e6520c6e3db4,0.9075672684137527,1536,0.7979232992084683,0.9576843664970158,0.9261061021860005,1,4,5.191848106756972,0
Udemy,Jennifer Jackson,IoT Development,2025-02-03,2027-04-01,f97b07199c01a54d3ad0a6ea2ec1757f450751f02030f91c61611a4b4775781b,0.8314643761471397,331,0.889318827378983,0.8822987110720711,0.9185587780376046,1,6,34.442863413965675,0
MIT,Thomas Williams,Digital Marketing,2025-11-13,2030-01-29,182c041a5cb2468e6edf76ac50e87ab6904aee3b2d773aab39a0fcb4910f25d8,0.425107141141018,48,0.7069478139651041,0.9331162441879188,0.7083041321523526,1,4,8.321722058665896,0
Harvard University,Richard Rossi,DevOps Engineering,2024-12-28,2027-10-29,84e9a981b770b1937bed31c2a2e46cad20e405f2b90045266697756c81023606,0.6587858610426075,368,0.9355890683842647,1.0,0.7417161313729135,1,9,77.62756623681307,0
Cisco,Arun Hassan,DevOps Engineering,2024-03-22,2027-05-01,d51fdc44e99d4dacdc011762ad8ea74cb3e025316a565afa6959159a692cecd4,0.8417654310744854,649,0.7583250285318053,0.9087330837042075,0.9794329389452022,1,6,34.47841631076314,0
Stanford University,Sophie White,Computer Vision,2023-01-10,2027-10-27,7ae114e2ae73550fea4573cc84d409c210a785b17d597c6546a323951174968e,0.7433581131176032,1086,0.8751550208052975,0.894112127638889,0.9842986058345748,1,2,17.91239242198055,0
DiplomaMill Online,Elizabeth Anderson,Digital Marketing,2020-05-10,2021-10-23,1b196a13,0.046,2061,0.1406,0.8694,0.0808,0,0,0.62,1
Microsoft,Arun Johnson,Digital Marketing,2022-12-04,2024-01-29,f7a1df8d9b35f74363fe1fa8a093ecc86a53609cccf87ca18abcd158e22740e3,0.806467850401739,1123,0.7944735800133101,0.8600035809927645,0.9770004745506878,1,5,14.002798693017775,0
Stanford University,Mohammed Harris,Machine Learning Fundamentals,2022-10-08,2024-03-10,79fb7af8e53d990718c8429ed13bf1f3281242c0a32fd6eae021faf47f456ead,0.7314434158543539,1180,0.6590981588163034,0.9061252218465036,0.973643558803836,1,7,26.84363583235873,0
IBM,Arun Martinez,Data Science Professional,2022-10-23,2027-05-26,4182b3150bf4f43906c2e53e12794170ccb9bd5c2f44a750b5e3676c01f192f7,0.8204558063026882,1165,0.9751036905602419,0.9550695079389503,0.8544229165009813,1,5,2.074627074076116,0
MIT,Mohammed Kim,Robotics Engineering,2020-09-19,2025-04-18,98bead99db0d0f56f8ce3aca6ac820c8f3705440f6e1f70a14202c871a611183,0.964122445754329,1929,0.8523706364121342,0.9290685079926148,0.9614163293111264,1,6,7.039908917350249,0
Microsoft,Wei Kim,DevOps Engineering,2020-09-22,2023-06-07,d6e5811e9c1240f9d712707b59303a3b6429442e02a50d0b58410cae772eeffc,0.814823391425705,1926,0.8040597459867397,0.913163060416575,0.9328134897874933,1,7,66.70810993470167,0
NUS Singapore,Christopher Johnson,Database Administration,2023-03-03,2026-03-08,1da696b3c51a9ff1b47d83a1c18b783f16819bad47860f29366c4883bce4bab7,0.9868683054429406,1034,0.7939950749924111,0.9345830199411919,0.8970773059401816,1,8,7.891932962795957,0
University of Oxford,Sarah Harris,Data Science Professional,2023-05-28,2026-10-25,3261805662694b6602ed0b77b591c4761e94ef284482c8df16cd3621baf3bbf6,0.9094765620551812,948,0.9503764692756127,,0.8505640980939454,1,5,1.3878787409995041,0
Stanford University,Pierre Thomas,Big Data Analytics,2022-12-08,2025-07-04,64a18de955ac535ec9b1b1ef8345515c70f29f2e962425826d0459b362f0d921,0.8328734830154267,1119,0.898217500541549,0.9705927051483555,0.8080671416219118,1,7,222.54213981722373,0
Udemy,Patricia Martinez,IoT Development,2021-06-18,2024-04-19,0f234284fb709b8853bc3d8a1868f6abf8f5adb4eb3c5658216d1755136dc397,0.7447877596209682,1657,0.7387117865763788,0.93368500731092,0.6879875088948206,0,3,3.4190974805485865,0
QuickCert Ltd,James Kim,Agile Methodology,2022-04-26,2026-12-30,7528b87d65dcc7f2413b1c811b62da5770154c8b66cb2661ad0cb98d602c2e8c,0.0714,1345,0.1849,0.8067,0.1921,1,2,79.65,1
Stanford University,Thomas Tanaka,DevOps Engineering,2022-12-20,2026-11-11,2ed04f0ebf1673cf9f75aeceac2af8112b96bf58bf5e103aa640f1c2523bdacc,0.8681233353516878,1107,0.701402578069322,0.9268358182779163,0.9716910121983467,1,7,61.370092600556475,0
NUS Singapore,Yuki Jones,Natural Language Processing,2022-01-07,2026-03-20,682cad7a88ecfe6825533f134772d71ca203dbb70f4260494763d2def14db390,0.8067338200322728,1454,0.7072736189576605,0.8966625559475425,0.7522706045584103,1,4,71.71087195895917,0
Microsoft,Joseph Thompson,Data Engineering,2020-10-23,2025-06-05,2c86719d38648e302147ee7c71f2cf19d755c1b5b070aed3cacac702053f1d80,0.9063446549732158,1895,0.8888091464577417,0.8772467759802768,0.8917216784030075,1,3,0.6295965383782761,0
Salesforce,Mohammed Johnson,Agile Methodology,2020-11-09,2023-05-23,d35d69603b34490c5606aec411293d9d549e21f22880286ff366c04fb3ae261c,0.8714077648124915,1878,0.8089654148406837,0.960224285289848,0.7424325120677059,1,8,35.215214310231936,0
Microsoft,Jennifer White,Mobile App Development,2021-07-25,2026-04-24,ab2ee6f02b88d7b0cb305bdb1c3b1e5792490cf2dd3a816e08a517e91090d416,0.967474812933064,1620,0.7506332166180968,0.9522169858827756,0.9776057843508079,1,6,19.047537075831467,0
TU Munich,David Rodriguez,Mobile App Development,2025-09-06,2028-12-18,77d5d8305aa88ce6683ba58b893c7daba32a1893d12fc31a3595d7fdef67707d,0.8638985945075289,116,0.7433662501156907,0.8971874229472068,0.9326661508017803,1,8,3.1206472134240526,0
Google,Yuki White,Mobile App Development,2024-09-23,2027-05-24,f2a5b274369996855c52dd5b62d0f2cc4b2a6f0feeb443d2e588343f5742a75d,0.7753423562148049,464,0.7127921135725709,0.9547693216982378,0.8960859377774871,1,3,20.026418392339163,0
edX,Jennifer Dubois,Big Data Analytics,2022-10-02,2027-07-17,323a63abb94c50e38425be7d00f8f58eafdd15372551eadbb9845c6b00e5a384,0.8211072211484876,1186,0.6501701847196585,0.8925208360869628,0.4077215430115261,1,6,12.658585577818048,0
Udemy,Mary Tanaka,Natural Language Processing,2022-09-05,2026-03-08,c1a54aa0fc0b1e6575d5499c75a12b79ed21bba390a3824ba22c13c259f985fd,0.8089292428333302,1213,0.6619069613844208,0.9875196191907196,0.9394565302549842,1,8,19.26669735806568,0
Harvard University,Christopher White,Cloud Architecture,2021-04-25,2025-07-21,4135298163ea44858415907b54b4291848f25c7b5edd6b50ea836133f4dc3f2f,0.9258764799053978,1711,0.8817087660454852,0.8862681293812738,0.8279397748596277,1,3,68.72167568378258,0
Google,Christopher White,Robotics Engineering,2021-05-09,2026-03-22,cd2a58d03524a5cbb14b775794680f206941edba9f354f293f4cf99f24037a23,0.9612545605270298,1697,0.81905224472908,0.8713690227573987,0.973915602568876,1,2,26.153750159769288,0
IBM,Jessica Martinez,Big Data Analytics,2022-07-31,2025-08-02,3e48c5e25e50b0218b0cb3c218ae2f3f09e74461839bb2b5bcc7e989e9cbce38,0.9194643263453619,1249,0.634193758197409,0.9197417064566509,0.7103353683970638,1,4,68.98323281443886,0
Yale University,William Anderson,Network Engineering,2025-06-15,2029-03-20,9afe118f01,0.2807,199,0.1183,0.8251,0.0346,0,0,0.67,1
Coursera,Mohammed Jackson,Network Engineering,2021-02-02,2023-05-17,6e2db25fa8c8a938692c512b7b8527058bb69e42da9ceeb96723eba1281549f8,0.5386011830071614,1793,0.5171633579276659,0.8514467915875752,0.9598945808726334,1,9,3.0550431766657886,0
Yale University,Yuki Dubois,Machine Learning Fundamentals,2021-02-22,2023-10-20,48e206bf22a6776708081beb2e913bfb67facdad4f5b7036c9c5c823f2308c7b,0.9602037026192669,1773,0.9054639095806274,0.8934796885241337,0.7164114322167794,1,5,18.42235722665018,0
IBM,Karen Jackson,DevOps Engineering,2022-12-31,2025-12-24,bd72437f188152d19dc8fff7f4076b5e9ad69598334f567418b5df8d872af490,0.835809857367428,1096,0.7291515048707681,0.8531527687062471,0.8709154398679176,1,4,3.5732289676844573,0
Harvard University,Linda Dubois,Machine Learning Fundamentals,2024-09-17,2027-10-18,ab2c7afa64c3c2cab6c4a0543056b48f6af01394133bcb89011b5ff76dd6784f,0.8732514060443851,470,0.8165590271062041,0.8867926409794944,0.908927590343973,1,5,6.792603711188555,0
Google,Thomas White,Project Management Professional,2023-10-27,2025-05-30,72333fe942cab297141472659a65986a2d86beecf37d29efb85d0baab36a55a5,0.8368916002050738,796,0.899238401787157,0.9062857685488753,0.7685015295794254,1,5,3.0051724273911615,0
Microsoft,Joseph Taylor,Cybersecurity Analyst,2020-02-12,2023-09-12,85052865db01d3c2af44b65b40dd732d9d64352882c279babc36bf39525a5b09,0.8605719945743899,2149,0.6569344194919498,0.9264653487583171,0.9022780056626021,1,7,37.93672506097235,0
Microsoft,Sophie White,AI & Deep Learning,2023-11-18,2028-03-13,e679a9b809e0dd2216100f693722e47b286fcb26706c97a32e4c5458442c5b6d,0.7756266750698342,774,0.8885319372466669,0.968959301638684,0.9846845666496634,1,4,26.827790833483434,0
Udemy,Wei Williams,DevOps Engineering,2021-10-05,2023-11-12,13e408f4e3e161f4e44d531cad22baa01787197e913533ed92e65c25d8628b80,0.8247223403934744,1548,0.624910420682239,0.9215852164524142,0.7380110615688914,1,8,10.429986068091608,0
NUS Singapore,Mary Miller,Robotics Engineering,2021-10-09,2026-04-13,d71c70563246b1143b37fea77d662904e230261e1df34111913990eb8b355b80,0.910530232734474,1544,0.8777400755359146,0.9527472037902851,0.8802078757004981,1,10,46.3406901399013,0
TU Munich,Elizabeth Martin,Quantum Computing Basics,2024-03-22,2028-12-11,a6880bf5a6b270f0eb4599aae6b94c6cb75d1a7600bf280b2e4d13ba3f7defa5,0.882278439830336,649,0.9053709795480995,0.9295426883574911,0.8687208086643649,1,5,4.431710091617108,0
University of Toronto,Barbara Kumar,Natural Language Processing,2022-11-18,2024-07-02,82f45779ea79ebc06b04480e56e273f0cd93a52640424fd198a0f6632ff36a88,0.8797097502433125,1139,0.73241972112629,0.8937235598091486,0.8008623636823823,1,3,156.76723413142966,0
Coursera,Fatima Anderson,Cybersecurity Analyst,2021-11-08,2023-10-08,f1e18cf490b7017d102fdafee7d93a8caea1d02107fb3849ebf2554ea4e14314,0.8916534580674355,1514,0.9370231226256308,0.9328140140410549,0.9914387561463628,1,9,0.9064685569063099,0
Google,Priya Thompson,Natural Language Processing,2025-09-20,2027-10-03,c938be37a6b652bc5dfa16b66e618e0a759bd6c2341691a7587dfc7e3bf49767,0.9085626435988675,102,0.8754401531598066,0.8416192093648127,0.8832593161741814,1,6,11.589945973282282,0
University of Toronto,Yuki Thomas,AI & Deep Learning,2025-12-07,2027-04-18,da7b1ea606b7071b0c8ef1c5d298cfea1376dafac4bf7f94a3b5d38a30a94cf4,0.7814923343507455,24,0.8824561423213876,0.9059016593145206,0.94190248967625,1,5,98.98860411239012,0
ETH Zurich,Michael Johnson,Blockchain Development,2023-05-22,2027-08-23,38727d2f0396a90f931f8fb0d97b439d1754f1c8ddb26d43e2235f55babb27d1,0.6365279767127971,954,0.6385243188842076,1.0,0.9888958550289728,1,3,5.536368826586523,0
AWS,Pierre Jackson,Software Testing,2022-03-21,2024-04-12,3e555b3f295dd72b59b5dd795cfa0e4e82e92babde80e864dc7468064a1ba593,0.9261212963447887,1381,0.8038354273491903,,0.7729335074152547,1,5,91.60772337884765,0
Cambridge University,Joseph Jackson,Cloud Architecture,2020-07-15,2024-04-11,cba6a0fd5ebc950f65e8ff72141fbc88bebc9ba2ea6ed98306de1b699b1cf697,0.8700301965748475,1995,0.8530704130229738,0.9719439622393866,0.9238896156817239,1,5,6.769732278220335,0
Johns Hopkins University,Mary Dubois,IoT Development,2025-06-14,2030-06-06,8075ce97da9c567beb86c48acbf6abee7334a02b9e62ef24fb580d932332dfd6,0.8444625654400977,200,0.8783871387153933,0.8588371258683206,0.9772929808077206,1,4,22.636348561063308,0
Columbia University,Elizabeth Williams,Database Administration,2025-10-01,2030-06-28,48520faa080def2ad1b9df121a592181f13820f4330cd90fad748f9208453e79,0.9443617692637049,91,0.9270093758665684,0.9595997082460721,0.8982956590875952,1,6,1.6244305468346196,0
NUS Singapore,Karen Jackson,AI & Deep Learning,2023-07-14,2025-04-28,214d77e0bc4b2791f48e86e725ff3cf0c7d5440a3062e9a37058c8c79f1f26fc,0.5585505818620617,901,0.9226917486436834,0.9801654592379798,0.7817761811713625,1,5,0.8809989560560416,0
Cambridge University,Fatima Williams,Software Testing,2020-12-01,2023-10-21,7579b53d4598ca985c334c94dbe3923cb46085eb0e66a820c5ad8e7765cb226c,0.7307468943790781,1856,0.9300419119558857,0.9721457373928011,0.9014671522204949,1,8,24.88827094331266,0
Coursera,Michael Mueller,Big Data Analytics,2024-08-26,2026-09-21,af3e84d400db7224dc44308ff605aeace907747fe9f94d5c7125d173e237ee62,0.943159288956099,492,0.710953180893124,0.8879204455027909,0.526482200491244,1,6,3.2683770204800804,0
IIT Delhi,Elizabeth Ali,Robotics Engineering,2024-08-13,2028-04-14,a02adc433cb4c22bdefd5501641d6c4914cf8c7d85ac50c0498ad8bb48cffcae,0.6439270312131317,505,0.8585810970569321,0.9387352105388225,0.9450219054804009,1,3,84.38237047696838,0
Stanford University,Karen Kim,Natural Language Processing,2023-11-07,2027-05-12,fc915d97240873ec08a7fdb6a5bd4ee0f4a453f3f0b6ff94fc0b19ef68b6db52,0.6350407077385121,785,0.79610848077204,0.8984940830482506,0.768601780511841,1,5,12.492070190903007,0
NUS Singapore,Michael Harris,Data Science Professional,2021-01-31,2025-06-29,2c8dcea3d92f5a07da553aedd7736744d913cee339d9f7c5ebd955d0c6e29f65,0.8276312234592527,1795,0.6895368462545759,0.8939640507201683,0.9786277430971096,0,9,0.35868565809709324,0
Harvard University,James Davis,Digital Marketing,2020-11-11,2023-03-22,8cac3527841c444afc61064425a8c6821db4027a3e78a97e246fe87861f8cfe5,0.9089927852038054,1876,0.5550338421941131,0.8606223316866132,0.9007877613676453,1,4,52.319614252388874,0
Salesforce,Susan Tanaka,Big Data Analytics,2020-02-17,2023-11-23,0e06abfe38fd75664fc4c2b3d31e307be0da7b6b41cb4ed0e26fd1709e5c64fe,0.5999872275400063,2144,0.6641726734553954,0.9717558978934522,0.815470409792578,1,6,12.544737982379154,0
University of Oxford,Sarah Wang,Data Engineering,2023-01-17,2027-07-03,b3f3fc51bd8396732e537129c637346524f395d08bf5116de84df7498599011d,0.8720111850768267,1079,0.7736049327402695,0.9559035919503063,0.963292407131235,1,2,11.51382963751047,0
Cambridge University,David Wang,Cloud Architecture,2025-03-14,2028-10-09,00fb9846313c797128bb21469290d261153f925d09dd097b50fefcc14e373299,0.6502277082542107,292,0.8366878582023953,,0.831898774160486,0,4,17.301723667659857,0
Oracle,Mary Dubois,Data Science Professional,2024-05-17,2026-05-11,31fc26b398b6daa98bffb9c128619e175d865a54974ea80d1ed235af7a2238c6,0.7313997122012521,593,0.5680787661857455,0.9280060413680081,0.677399428951523,1,6,86.9733769587939,0
IBM,Robert Harris,Data Science Professional,2024-02-07,2028-09-28,727d163bfb163ddb2625a0117b403944bd3a7def2bdde5699c769a3992688899,0.9204366210029403,693,0.9456446246354185,0.9822307230828603,0.9583741150300987,1,3,9.899811168618092,0
Columbia University,Fatima Dubois,Full Stack Development,2020-09-16,2024-03-08,9cc0f8b62960a6a18ca543075f99233f07ab6cc2c2ffc2bdc7b7229661e7a65e,0.8893781890775446,1932,0.7724609843934059,0.9218333712101409,0.9899855420831725,0,10,12.855389088057853,0
Coursera,Wei Jones,Quantum Computing Basics,2025-03-10,2027-07-29,3be18aa0fe6660784c87311b9e13e7ef109877182d0b09a8cb9cf77238383ddc,0.7154007139754403,296,0.6225432562856187,0.9391158566554461,0.8233423308501671,1,11,0.8942290424660473,0
Columbia University,Michael Johnson,Full Stack Development,2024-08-31,2028-09-30,6040880df79535c1316e55e4502efed9195371f229103c1b502f2937ab3fa128,0.6918707851263978,487,0.9767778410831905,0.9143248195272153,0.848041714796619,1,6,21.186735291376056,0
Microsoft,Barbara Garcia,Software Testing,2020-02-14,2024-06-17,a6dfa1ac6e3131f43e6976e9067ead47452e55434470c0c9213ee3be068a1dfd,0.8749254696333635,2147,0.9084943826128229,0.9162458503326136,0.7150245210402448,1,5,49.398357796766945,0
Microsoft,Priya Taylor,Quantum Computing Basics,2021-08-19,2023-04-07,ff02b7231ab4ca124aa9aeb86bf5a9dc1f8ad12ca99892a8c6cb1080fb4c40ca,0.9593972376840915,1595,0.9799575719139709,0.8836450494353406,0.9638613622010989,1,3,118.00940583694927,0
Adobe,Carlos Brown,Digital Marketing,2024-10-12,2029-08-17,85c9814980583af7d2f3837e1623e829afaa1f292774459295e431fe47e1761e,0.9488018748693972,445,0.7772725440709979,0.9287761339767832,0.8707929655999515,1,4,23.087039856386074,0
Yale University,Fatima Santos,Software Testing,2025-08-03,2029-10-24,173b185bdb29217c65f49f99c25e84db452358939828f3f734297aea0ad87520,0.7337576988390723,150,0.5023973664132264,0.8252752120101354,0.7479795030620818,1,7,14.610031814482161,0
Google,James Dubois,Cybersecurity Analyst,2021-12-31,2025-02-24,b69df3964a02fd6149536291a1b777aa42a1a9423b2062ea2a09f62a52b6b230,0.47293287777952353,1461,0.7822698796687487,0.9374907946149803,0.8820707985003174,1,6,8.691663448471754,0
NUS Singapore,Pierre White,Project Management Professional,2022-12-05,2025-08-07,5e916c408a83d4787667058462a5d16b270dee83407b00c41a0153d1dc2ff5c4,0.9090444740180197,1122,0.5059076534410315,0.923622799994472,0.9466225777693132,1,5,95.16831124840394,0
PMI,Elizabeth Chen,Agile Methodology,2023-07-31,2024-09-28,a07f9414236509af505dd8c1127f1225bc787fa593509a7ab4d8441de9da0a55,0.92351990217667,884,0.933780331405719,0.9101619837947016,0.865139430187493,1,7,38.93998770593134,0
University of Oxford,Jessica Miller,Data Engineering,2022-10-14,2023-10-29,60c8553b5dd4fde528f8be3b21bde31d9a8e511a6fc0ca1450f562369a3f040f,0.5378353419697741,1174,0.8683618691716126,0.8830485670988384,0.9065570588462974,1,4,57.426487884146205,0
Oracle,Mohammed Garcia,Database Administration,2020-01-16,2024-02-10,18a2298ecafd64d29946ce2d086dd50d029246b1ecd141ad78190cd0e39a6de9,0.8985655776514451,2176,0.7548380956934923,0.9842414269404763,0.9240646553547975,1,6,12.885957445652805,0
ETH Zurich,Carlos Thompson,Data Engineering,2025-09-30,2028-06-10,2ef5fa8776c3675b357cb1b9d1478d1a609fe5e3465f8cc87cb4db5267d631d8,0.9021194569408774,92,0.9795602382036223,0.9220804203415122,0.9416708960012623,1,7,5.977096855375792,0
Google,Elizabeth Taylor,Business Analytics,2023-02-15,2028-01-14,122894df16ea0cb2ffc2aa17ba931715e3f16543314b835632f50971eddfb0da,0.6358687481139196,1050,0.9406878402356009,0.9492254446869088,0.9364480161863853,1,6,10.927118714518718,0
PMI,John Patel,Big Data Analytics,2021-07-31,2022-10-03,3ad5ee3a1ae6364017e1bc6ca2d741cdc8d5861129e2e5a17c0804efd8feb8fe,0.9326984425564527,1614,0.7837590406104055,0.9149080960655469,0.843076477143935,1,5,79.67164164022151,0
edX,David Taylor,Natural Language Processing,2021-11-24,2025-12-08,15494391789aea53a56246702a931ea7cb927fc69150a29422d1718582116e8a,0.7262365104998714,1498,0.848645591656486,0.8996266126460227,0.8904431835916004,1,11,27.551506492448624,0
PMI,Jennifer Rodriguez,IoT Development,2023-04-18,2023-12-03,9e171415166ba332b8cd1942064aca93fc2edbf993916c468be78a7af94b2e72,0.218,988,0.1826,0.6958,0.363,0,0,249.37,1
University of Oxford,Linda Ali,Mobile App Development,2023-08-23,2027-04-29,f3d552e7f8e4704ac193cb0a12872f3648d07b63717f927f401fbe1161b940e4,0.1742,861,0.2258,0.4028,0.3428,0,0,194.13,1
PMI,Wei White,Mobile App Development,2020-04-26,2023-07-22,d9919b6b5a012206a58fb7cabc055c0275c1165168b2b2581f3d79f8da0ddb6c,0.836135405182619,2075,0.8914841083824269,0.9477739084338117,0.9028581196429828,1,5,13.45029846963766,0
Yale University,Carlos Mueller,Cybersecurity Analyst,2023-12-28,2026-02-15,2f4c0a9cabf579718cfa992330e9b7ab064b0a7a3fe5ceaa10e43c5e0f4ce2c2,0.8987951445484755,734,0.8356333566575779,0.8895432728160474,0.9635225153359924,1,8,15.474596936858365,0
InstaDegree Corp,Fatima Brown,Cybersecurity Analyst,2026-01-05,2028-02-04,8582e7b7736bd78cb243dbdd40c2213478aaf1309890b2b46b5405c2dfa0532d,0.2773,-5,0.4067,0.5632,0.1731,0,1,20.51,1
Cisco,Barbara Jackson,Big Data Analytics,2022-10-25,2027-09-14,1db33bb551f9e767e2fe448d64f50796c80aedebe5df26a526bc7c283841372e,0.8107736449501424,1163,0.7227450340718775,0.848091020414676,0.978949069507229,1,6,66.36375589484089,0
Johns Hopkins University,James Anderson,Natural Language Processing,2020-04-23,2024-05-18,4564ed4e10fd3bcbd0fbc94e92b67abc4da6b3d2c59ae70134ba714f5a7a44e4,0.8568689179043614,2078,0.9381726481941924,0.8635234227603809,0.8397514585035531,1,7,0.5413982079403549,0
Cambridge University,Susan Harris,AI & Deep Learning,2024-04-17,2026-08-26,f4d0f73eb40cd48ad5cef29305047c431ed467132870d11730ab22154711504d,0.8258636351795,623,0.7338320832673594,0.8522175348365991,0.8353902260308547,1,3,48.01181643392097,0
TU Munich,Fatima Thompson,DevOps Engineering,2025-11-18,2027-10-17,dc0e4595d20c46233214ec18f2b0ec36b4bcbac51a6b087a95ce98a109a96d1b,0.9825265005513698,43,0.7231230757366073,0.9014468399092939,0.8637034638655772,1,5,75.01804253234612,0
Microsoft,Linda Harris,Robotics Engineering,2020-09-29,2024-07-26,3472d4dd55e8dcf35f481a3a4aa82702075a2f7c20829ad8462dbbf94c22e002,0.9399874234307631,1919,0.9050570477209172,0.8731863572499198,0.9468765750598002,1,6,115.43857601221885,0
Stanford University,Mary Smith,Big Data Analytics,2023-04-21,2026-02-28,5439d32187919f8cf7248d2e75f417f10495913182fad140d4c5db6cbfce4cae,0.81480654608934,985,0.7439135236831392,0.8913990389982688,0.8785872862590124,1,5,19.613347797547675,0
Columbia University,Joseph Harris,Natural Language Processing,2022-07-21,2024-02-11,f0677c5644ab524910070907b76fea4622d107d08001966ffa71a655d66f91bc,0.8509889784373728,1259,0.5111559180344399,0.9640161303441178,0.8890647053950173,1,4,3.8424628276607837,0
Microsoft,Elizabeth Anderson,Full Stack Development,2021-11-08,2024-02-27,c683fa287312e96da66380c37b5f872c9639306bc309ad5a4499b7a0cacec900,0.7612592335503063,1514,0.4123264785857565,,0.609968715537173,1,3,3.74249935198564,0
Stanford University,Fatima Thompson,Full Stack Development,2023-08-22,2028-06-28,e754e5996a8d02030fd37d3ad23f0ce5f20c5fc5df570fdd846076cbe6d99cf8,0.9153066104536276,862,0.9409384278396704,0.9242424229266182,0.868194576641645,1,9,2.292246919206901,0
Cisco,Arun Martinez,Agile Methodology,2020-04-21,2024-04-04,402ad25e3b594f997430ab0deb404cf33a4b8f4fa964aa9d71c5fb239edf80ed,0.8364916202694298,2080,0.9678464055508536,0.9175248851184574,,1,6,8.247424827774735,0
University of Oxford,Patricia Brown,Natural Language Processing,2023-09-14,2028-02-06,ef0229e8e4f44227f023d53fdd25aed37692366ea84c4ffae559772a7f9dc5c3,0.8767865871770834,839,0.8822970961598793,0.9418938741075741,0.972231349043649,1,5,4.727577335305279,0
Adobe,Carlos Kumar,Mobile App Development,2024-01-21,2026-10-10,58e8a2cdbe1d738e8c5133ed2845ff3ebfa79e25e998543c312f74a0e5a29ed6,0.9397584312459568,710,0.7654468666249632,0.9408376802868497,0.8633216408602774,1,5,2.8184021575000164,0
Salesforce,Fatima Johnson,Mobile App Development,2025-05-09,2026-09-21,8cd7f061e3a0258fb7822cbaca1fe7d63152d4ec3551c90961e050da7d40aaee,0.5738224454293138,236,0.7623070518592581,0.8787075483581039,0.8908708670640934,1,9,52.13755098746458,0
CertForge Academy,Sarah Martinez,DevOps Engineering,2026-12-13,2029-05-22,3f1d8deb7c9156d44a17274880f778a42b27934def3c27840fadae220d2136c4,0.249,-347,0.2386,0.7903,0.2463,1,1,85.64,1
Google,James Hassan,AI & Deep Learning,2023-12-13,2025-06-09,e58e7db5056d9618b48e258d0add1c2ce0db6a382ba6e5d3b0320fb6c820f3bc,0.5621800421275337,749,0.4655119241253058,0.9787752631217816,0.8909379924588537,0,6,30.62878172984105,0
Google,Carlos Mueller,Business Analytics,2020-04-09,2024-08-08,14308433c6a5235c63d15d34281b742160ea67e399e284e4daac09396a4d295e,0.1081,2092,0.031,0.993,0.2109,1,0,464.67,1
NUS Singapore,Linda Chen,Business Analytics,2025-09-09,2027-05-13,9c1d953986e4b82347bf2cee4ce6c253b417eb3def7f1b578a3e34e5dd6915f3,0.7960315673921102,113,0.7862307064396898,0.846183917261127,0.8053189094373905,0,3,41.7186144271892,0
Columbia University,Karen Wang,Network Engineering,2024-09-17,2029-03-18,442d741ba5908caa2846cb55c4ed998683fee2a8367a792ea5df9b36c2394539,0.5356513062520067,470,0.756331912473768,0.9115334917507287,0.8569989227218877,1,7,17.059576021569438,0
IIT Delhi,Barbara Jackson,Digital Marketing,2025-08-26,2028-07-26,5c8b86d16057641652417d12f04533723b67a3308fb34e77574d04a486d30e4b,0.9329736032275672,127,,0.911738595269577,,1,9,81.9728616681314,0
Microsoft,Pierre Jackson,Blockchain Development,2021-12-28,2026-08-12,d1cfce83b2f428bccf4b40589082952c505648fead8598f90ee9153efdb9dd4b,0.9195758706527574,1464,0.744767525658869,0.9119313461175631,0.9610249728604038,1,5,29.96340835906837,0
Yale University,Carlos Garcia,Robotics Engineering,2025-02-20,2028-04-27,b47953d6404bb12a7749e33e3da2a101c2a39c56371c8cf84e436d7022b4c27b,0.6242993984216815,314,0.8286909136339664,0.9615617230261146,0.8601126123013741,1,7,10.03945015282062,0
TU Munich,Jennifer Davis,Mobile App Development,2022-10-01,2024-04-18,f01fecc5e2f23aa3e9e782e72bb4a085029677ceb935b0c7740940e8aaa0c20c,0.9473291230030869,1187,0.7523833049728059,0.8796078750041834,0.9945875072819064,1,4,38.475185985335116,0
Cisco,Fatima Miller,DevOps Engineering,2022-05-08,2026-09-05,a1dc30102b403784467653034f31bdda62bdd342c9705e7d1079200804425016,0.7354032870031253,1333,0.7382353712664266,0.8993978916742585,0.7836380202453039,1,4,5.056131970331229,0
edX,Ana Thomas,DevOps Engineering,2025-08-27,2029-11-19,2267abfe9e3693e8e0f34a9550d42077e085801d02e8f7249af7164b6986804b,0.7700604293355128,126,0.8308542535087959,0.9992891715880592,0.850714851079979,1,10,4.260571644984305,0
QuickCert Ltd,William Dubois,Big Data Analytics,2020-06-12,2020-09-04,2e73d7baf375664954ef7cac0a641a702990ce5993b0428b0f48924d45c5c247,0.2157,2028,0.1494,0.7317,0.4984,0,1,102.7,1
Salesforce,Christopher Dubois,UI/UX Design,2025-11-16,2028-01-01,96eb7caa587a862b791df9ad03e38eaa0a3566536b40c0fcad13a570cb6651e1,0.86583848671708,45,0.904159963491224,0.8429073277254463,0.9258565752544431,1,2,1.894723876473804,0
University of Oxford,Joseph Smith,Blockchain Development,2025-01-07,2029-11-16,2870268ad1f1cbc6275ae4243b24b369d054d8edba7dcebb9d1781fb8c642f2d,0.7494031019634452,358,0.8283562411722929,0.9524727273928355,0.9797482507017719,1,5,23.980618816126405,0
MIT,Joseph Mueller,Software Testing,2023-07-05,2025-05-12,5ec1a2a17a5f66ab89dc20df00fff55e439f963dd63878557de57eee7c904914,0.8937020731085867,910,0.8741673949496206,0.9408916083961433,0.6723341999217858,1,3,21.503069660848244,0
Columbia University,Richard Dubois,Cloud Architecture,2023-05-30,2025-06-02,240350ac0ac3793ee1f989058ab4412043a4323352b819f080b328aaa7aed7a4,0.7672608895965726,946,0.8643171124982981,0.8888792234270773,0.8549113938953643,1,5,102.21877170127591,0
Microsoft,Sarah Taylor,Quantum Computing Basics,2025-11-18,2027-02-07,7f89f994df352b951f95840343a0197c3e92aa0457796a42fd64db8072200634,0.7520418262322285,43,0.7479446720894751,0.913539826346981,0.7668657244093626,1,6,30.148313570249275,0
University of Oxford,Linda Patel,Agile Methodology,2021-09-22,2026-07-20,dc3b38b9c89463f6dd478fc9d6924701907c84a1d0c6c28ed0b490c1ff829a7d,0.8284322470093597,1561,0.9687768510964949,0.9086766763680898,0.8514879558100054,1,5,4.9972966682264515,0
Cambridge University,Joseph Kim,Big Data Analytics,2022-11-13,2025-05-03,51b9ccdd5e76b8f6628e3e997f8cb526f72bc3712edf82b57830230b5a110a7b,0.9503800462936851,1144,0.7027669531715321,0.9317614190327342,0.9364199660768978,1,4,38.539731574842676,0
University of Oxford,Susan Tanaka,Machine Learning Fundamentals,2020-10-10,2024-09-24,da8aa290d766fe77917a287da2136bf53e48872dd17f78dc6adfea507f1582cd,0.872317395520258,1908,0.7240187363393595,0.9378348048636028,0.5690419538898803,1,3,2.4611570970335075,0
Cambridge University,Richard Thompson,Natural Language Processing,2025-01-03,2027-10-16,3741baff86d35a6e109bbbfd40f47d56ccbb8d7904810088d0a24d377681b913,0.8345588998552027,362,0.6305173946483339,0.8766954910570144,0.9961555370695114,1,5,0.7568062619116328,0
Johns Hopkins University,Ana Jackson,Software Testing,2020-01-22,2021-07-26,2e0b52560f6ecc036d032633c150966ea28ee5702bf7e0bd42932515d507a0c4,0.8755516377427274,2170,0.7206531731039058,0.9317847829923557,0.8991720761525563,1,9,65.56863420198333,0
Microsoft,Arun Davis,Cloud Architecture,2024-12-01,2028-07-30,e0a6be5903dbf2b6ac07a32627aa28969b189bde8c2975386f829cedaea05960,0.9771806877914097,395,0.8420853218479377,0.9525429499011708,0.9554990404619239,1,4,62.28312276733762,0
NUS Singapore,Wei Harris,Robotics Engineering,2023-07-26,2026-11-27,fed309b66cc4f3d8f766293ccaa0b9d74fa6df66529b12660ed5e1aea55e6316,0.8357700017222616,889,0.8065106507884157,0.8802777065634123,0.7984418005318911,1,5,5.410513706895607,0
PMI,Barbara Ali,Blockchain Development,2021-11-22,2022-12-17,060e75cb5a305f2c914fcbc8c093795128e70a4fb94422941b360f433b42a35b,0.892444727355786,1500,0.79213059086854,0.802169781612326,0.8338201622466587,1,2,46.4655508431393,0
InstaDegree Corp,Mohammed Jones,Data Science Professional,2022-06-22,2024-09-04,a50040d1453e0e45070b63aadabda93742aa59e0b35d4f590f08419a1abe7c67,0.3414,1288,,0.4991,0.115,0,0,64.58,1
TU Munich,John Anderson,Quantum Computing Basics,2024-05-29,2025-12-30,1829c60bde07a155e900f1d1aec3f572b29c2f886b5e07a62b390b91dfaa9f40,0.9155770951333978,581,0.6467478033448167,0.8808335813615579,0.7837707781283433,1,5,13.221980331278264,0
Johns Hopkins University,Jennifer Williams,Full Stack Development,2025-10-23,2030-09-14,c40f8552f693d147d2f03eebbd23eb8fc3075eddbd01a97fb99475e7ae0471df,0.8221935446694826,69,0.9084947633244114,0.889538658344237,0.9975748120656615,1,7,40.304689950904184,0
Microsoft,Arun Kumar,Mobile App Development,2022-04-13,2023-11-09,5d97a60792be30b77b7001f102d3e574c802dd42220a5fdd91982c022d849e39,0.9002258341847145,1358,0.9653229823143075,0.885872747590302,0.9653640104619402,1,8,33.914117427806204,0
IIT Delhi,Arun Tanaka,Mobile App Development,2022-07-11,2026-02-06,6bc3b5e0587bbf6db630c779b3d3e5d37f27aa2aa8b1725fd706897952ce12da,0.914091114494713,1269,0.9670755837360655,0.9794210416661868,0.7400710722605579,1,6,41.35859181916361,0
IBM,Christopher Martinez,Full Stack Development,2022-08-31,2027-03-20,03203c20aa83c5dd0a336eaa7fe31e7a8957d602ae50c4ba3b7e0291e3603960,0.045,1218,0.2049,0.6683,0.0988,1,1,62.48,1
Cisco,Wei Martin,Agile Methodology,2020-10-15,2025-02-05,55e2ab2e6669d113129f07c13491b3cd4c677c6108fb7132f376397030fd61e5,0.8927661915597199,1903,0.9197427394796244,0.8388335564347118,0.8428557081728515,1,4,0.38207143621953493,0
InstaDegree Corp,Jennifer Chen,Cybersecurity Analyst,2023-09-15,2024-12-01,759e6647a9839102c758547f6bcab7705a566b5d56aab1c67d96342f82183ed2,0.3552,838,0.2764,0.7969,0.0396,0,1,193.37,1
TU Munich,Mohammed Martinez,Blockchain Development,2025-08-25,2029-08-23,de5de72c0c879401dec08e78f501a6d69da39cc8ff488f187ddf6bbbab82fd70,0.7544389464209884,128,0.6528271914501417,0.9024451937592077,0.8892259509771341,0,5,0.9856010541723793,0
Columbia University,Sarah Taylor,Data Engineering,2020-07-06,2024-01-15,9eefafe84eda90dd64183c9b314714ff4960c7ba6a58961ad89c067bf80d783c,0.9412138829484722,2004,0.7823685408909984,0.9117036713276172,0.9263253706253415,1,8,0.9054187792006353,0
ETH Zurich,Joseph Thompson,Agile Methodology,2023-07-08,2027-08-01,2d08379fadf97f7a599e255784c32cb5099897a0fc57d4775c55e6b95f5b69bd,0.6207857222970358,907,0.8991199517626647,0.9937388342915296,0.7286660863698332,1,8,62.642951993117116,0
Oracle,Wei Anderson,Full Stack Development,2021-08-05,2022-11-17,bff04257df4afda8e30e5240de1f1318641ef0cdc2c2620a3af5b62c8a38b975,0.9436914054060059,1609,0.7672440753963397,0.8946474825729579,0.8473336280329467,1,13,36.51002013505396,0
Oracle,Richard Tanaka,UI/UX Design,2020-09-01,2022-07-02,cc71db64d202bb043d41db7cbfd5185f13a338fa5ab4e88a90f0426230f0051a,0.7579027667045503,1947,0.8434159203832083,0.863064027599428,0.7320767316081351,1,5,109.78247492416324,0
InstaDegree Corp,Patricia Jackson,Robotics Engineering,2025-01-08,2026-11-22,c4bec3c08c23b28a6215825d904c34043748f880536531d29669da50af008b64,0.5538,357,0.2949,0.5439,0.1776,1,1,130.63,1
IIT Delhi,Arun Ali,IoT Development,2020-08-19,2021-11-12,2240c0a8eb5043cccd3b7e432e6633bb2c9c6672e6b67153124d68d8dbfd2983,0.9384700062190291,1960,0.8549058294598695,0.964030489862769,0.5395558833119456,1,7,54.91562016002647,0
Salesforce,Robert Thompson,Database Administration,2020-11-10,2023-02-03,232d0f7c9fa90ad4acf437168dc7daf8bb36b7279e162efccaad1c4250552716,0.7124548511820971,1877,0.7591444840756916,0.9413713600989869,0.8110120873451322,1,7,18.53989033721902,0
TU Munich,Robert Smith,Big Data Analytics,2021-07-20,2022-10-15,3ddb3ed62d77173a6ec477c36c84c8d7822ce0f4a4436616e798766fb09b2666,0.7102110001839511,1625,0.8315335074674914,0.9094248996574897,0.9250969499714845,1,4,67.27491974361249,0
Microsoft,Wei Kim,Network Engineering,2020-07-26,2023-01-04,951038b8bef2f21b4d92f8eabba43db961d1961b38785c29aed6bb7e6d283e05,0.7311314844206993,1984,0.815816178534574,0.894912111941514,0.9452159368976936,0,6,67.90062899701049,0
TU Munich,James Smith,Data Science Professional,2025-02-01,2028-03-15,b2a3a22e5d684503761c1d3a5b59db7d0669629dcc0a109ecd6fe2fff9c22c2e,0.8364764420169636,333,0.7794424182305377,0.8850512844751984,0.9847566995667957,1,6,62.31998241233029,0
Yale University,Joseph Tanaka,Business Analytics,2020-07-26,2023-09-08,4b009bb1aea688de79442cdc70fb217d51ba8666e7060f4aa85927a7311b4df7,0.8811665612482081,1984,0.8588871653262042,0.961529031423759,0.8251459060821984,1,4,12.782437658466378,0
MIT,Robert Anderson,Machine Learning Fundamentals,2024-07-11,2025-08-01,d8085793009d019fc1387284c5fe251579bb96e8e263901d8a89c154a10d12ca,0.8637342955677881,538,0.7169209409972639,0.9567657516986663,0.8911454605629967,1,7,1.070903592959172,0
MIT,Arun Miller,Machine Learning Fundamentals,2022-03-18,2026-12-13,1ea823d3ff5a4f2733d59983ff4c2bd19c8ff205cac9983a91d814076a24c1da,0.8956975629618594,1384,0.8629627479236968,0.9588249975263183,0.8860762138528,1,8,45.53390113584896,0
Adobe,Yuki Taylor,Cybersecurity Analyst,2024-01-14,2026-12-12,a2e57e9b9753485357752b90d0b6b8701787f85fd54e585ca93dfffdac4e99be,0.7749502553448222,717,0.7072466820835654,0.896853479544663,0.953415209348006,1,3,29.290979145703783,0
AWS,Christopher Martin,Data Science Professional,2024-11-05,2028-03-05,d370f4914a694ca86348a00035c85b3f49b03d0f29425dee3bde30b987cdf6ce,0.8107898044463652,421,0.9373956588035672,0.8517531580749559,0.9901469314971534,1,2,5.999883941672632,0
PMI,Linda Anderson,Agile Methodology,2024-10-03,2026-03-20,f5e18450d8ee9de93e6d1d73e209c8b1b4a84915469d8726f932c9bd6c4379fd,0.980175429065985,454,0.9417066982737293,,0.9565009253484954,1,3,54.39520780819061,0
Cambridge University,Mary Johnson,Computer Vision,2021-01-24,2023-11-10,e66468e44c3ea5b90b89ed36cbb1bec3df5cf23ebe7ce103c468915c7bd9ad2e,0.9413232247992661,1802,0.5960857551337565,0.8633934514278939,0.9497728534266088,1,8,25.37273967740048,0
PMI,William Patel,Network Engineering,2021-03-20,2023-02-19,650f71a6c7b597444d759014bf10f6e81f0ef2277db9e680d4f504a74cf7a75c,0.7757820263733455,1747,0.5952111178787343,0.9036701535152963,0.9589407283816782,1,2,62.9982849714804,0
Cambridge University,Susan Ali,Big Data Analytics,2021-11-04,2023-06-13,630620481c801653544af01bf589c3ac0438fe32ecb7540dfd316429d49c3a00,0.6158324120896583,1518,0.7096067081775661,0.9202498955821861,0.9038276946108055,1,10,25.66659757470057,0
AWS,Christopher Kim,Mobile App Development,2025-01-03,2026-07-28,e0542d6445a3102be78f6d5e7b34f6bd3cb07e3a0b362c9f81294c8120e6b89b,0.9373353907574086,362,0.9549285954004291,0.9755093744260115,0.6690432910236673,1,8,132.93339134540653,0
Adobe,Thomas Johnson,Blockchain Development,2025-11-03,2028-06-14,6e53216783c9eaf0945eab4254caa574fad4cdfa6040a16b6ac12f8df438a220,0.7379529196029351,58,0.9845857732960316,0.9278036065787844,0.8884129485875333,1,8,17.36532276700263,0
Oracle,Karen Ali,Natural Language Processing,2025-10-12,2026-11-29,90d4182f297b8ed3ab89070372873d51081425b0bcb1d35f00ce301bff47f280,0.7602799041545357,80,0.8325139252085956,0.8853796324497363,0.9327912967409164,1,4,10.94583418493723,0
Stanford University,Wei Harris,UI/UX Design,2021-04-18,2023-11-17,128f168e37e93794a72c256cfc20ed7acd067b1d07d2b8f22ffe51574d59ef5f,0.8861609856317506,1718,0.9407442246024038,0.835506228382386,0.8102456789069301,1,2,55.21887438992363,0
Stanford University,Elizabeth Thomas,Data Science Professional,2022-07-24,2024-05-13,6507e72c94257152d332da2f2e5eb93cba12a54cd21b17061825414a5628209c,0.9927490852721946,1256,0.9406048195199064,0.8453702002934795,0.967797644005304,0,10,91.92602771727658,0
IIT Delhi,Ana Santos,Quantum Computing Basics,2021-08-03,2026-02-27,80f3f44c68cd716a41e8134ec88244020a45109a5d79f3f128402018debd7eea,0.8809977738019706,1611,0.9485366214337514,0.9559474788504678,0.9663834877261505,1,8,28.659167458604003,0
Harvard University,Wei Ali,UI/UX Design,2022-06-05,2026-05-02,8904ef628e94c5f41aac8610e1515429687a8ec9b616323a6a6613a73e9a0299,0.9758766312369763,1305,0.883208109756408,0.9235636922224799,0.6249766620428294,1,6,20.55148174094913,0
Cisco,Elizabeth Dubois,Business Analytics,2023-08-20,2025-10-23,8a0023a46370b56b9c7b4919009714d716d2fec6663cb9152f38ad7bf462917a,0.9372468969833319,864,0.844136734058785,0.9858553291592934,0.7485379057409154,1,7,45.62422907901475,0
Microsoft,William Rossi,Network Engineering,2021-07-22,2023-04-01,1321e84771b92c1b09b0c2b177a00709618762cd977be1d7022c818c501a2986,0.8401119531200419,1623,0.7754921175038113,0.9716149507557837,0.8941810358000991,1,7,28.328576996457365,0
University of Oxford,Susan Dubois,UI/UX Design,2024-01-12,2026-05-23,a375328750ad5c319c981d173bb231c93fa1a37522e01fa1f1d0c673e044c699,0.9387444463612904,719,0.9571076068641322,0.9214847219519251,0.9439379850419425,1,6,5.005978348879978,0
CompTIA,Jessica Mueller,Network Engineering,2020-12-12,2023-11-25,cd09a7a8f8191f1f3d402f7744eff02ee145c0f52076303f4c379b69cee6eae6,0.8200850567846147,1845,0.9558283051210527,0.8813001632690984,0.9403576252321231,0,3,120.37611962689249,0
Adobe,Patricia Wang,Full Stack Development,2023-08-14,2026-06-06,a748b4cdfa9483db67bb4f22e274486bf9062d561c8ab054931b093042c8da15,0.9436408582750685,870,0.723499042247404,0.8595740882063284,0.8050028017337594,1,7,26.276005895658948,0
IIT Delhi,Thomas Smith,Big Data Analytics,2025-04-11,2028-11-13,b4983252629b8df849030c5adc633c458d7b4007cb92664b5f4cad994b2f1ef1,0.7615241131086066,264,0.89106409685584,0.8885708154781728,0.5351936517643975,1,6,17.250779331053007,0
Cisco,Elizabeth Ali,Full Stack Development,2025-01-06,2029-03-30,895d14cd6ebc25f8dd67e004e86bfd0e4b52c014796f912e62bd40715e338893,0.8454467017881672,359,0.4896140196570349,0.9970139225043888,0.7234622027816464,1,5,12.442775387460332,0
Harvard University,Jessica Smith,Cloud Architecture,2022-12-30,2027-04-12,3cfc21de0333ff67495ce991c89f7e1324fab0b7341564f83caa07bddaa37092,0.7445984463034303,1097,0.8337281577184913,0.886547910472779,0.8315495434466779,1,6,12.09838689188382,0
Yale University,Yuki Tanaka,AI & Deep Learning,2021-08-31,2023-06-03,e0fd252b2818aa902dbd5735dcca5d93dc14d0f673b6e6ab8cd952c93304c721,0.9106120788484467,1583,0.9586737069907416,0.8719359560345732,0.7401320434745319,1,7,81.40627794884462,0
Johns Hopkins University,Susan Tanaka,Project Management Professional,2024-07-03,2028-09-01,94fe5da8bac3ab20811227091e064d62af05d935c202f73e2dad3e41b923ebee,0.958921421491292,546,0.6588186792543758,0.8671869278320894,,1,5,29.53824923408246,0
Microsoft,Jennifer Rossi,DevOps Engineering,2022-12-12,2026-07-08,866b520cb9cb8525b0801d5b7b98e592b2c8abec2befa3dcb06d6403c205822b,0.76886692783278,1115,0.7842173862451899,0.9634870220114207,0.8607229330308407,1,8,15.588327451639792,0
Johns Hopkins University,Carlos Johnson,Machine Learning Fundamentals,2023-03-22,2026-07-22,0c76ee34e57aa0c9dcb5baaf8e5fd979ce4e2cbd81f215cb2abba2787dc4024b,0.9181762474521974,1015,0.6851764638757321,0.9298119379495767,0.9097200837975382,1,7,17.07492802686545,0
DiplomaMill Online,Ana Johnson,Mobile App Development,2024-03-15,2026-07-30,55f75226df811f1fb459cce3f3613fe59ee267f4eb9f2dd999adf39a5a4204e9,0.1121,656,0.1195,0.7934,0.5,0,1,14.25,1
Cisco,William Harris,Computer Vision,2020-11-14,2022-11-02,aaee5bf0f9028b6cd97cf88406128d6fc2626b0af1f920b934864c3f469aed67,0.9452358681583333,1873,0.9248617089306113,0.9950291579768691,0.8559947331379442,1,5,2.992043479873342,0
Coursera,William Kim,Agile Methodology,2020-08-13,2025-06-23,0785bfa291e59de70b09cd97e3bf2129d2676fa7358ea0f865705a2e62f762fc,0.7229121822538097,1966,0.830679178005092,0.9310654649162655,0.984379854129278,1,5,0.2984189008766888,0
Johns Hopkins University,Mohammed Thomas,Cloud Architecture,2020-10-26,2024-08-01,3535a44186a33647ff944f4f5814dd4e9688d82d59eh46d7062dcc241bdbf949,0.0441,1892,0.0833,0.474,0.1132,0,0,103.03,1
Udemy,Michael Tanaka,Database Administration,2021-05-10,2022-05-22,7ee81067e338af303caf14d233e9481e68e75fd1e9faf850fb1c6f5362b26d2e,0.8092533453018599,1696,0.8303841323683698,0.9108766474833865,0.807305134765272,1,6,2.589174912358152,0
Cambridge University,David Rodriguez,Full Stack Development,2021-10-21,2024-06-25,2e7c810e34b3235efb0307a8e4ee00803f7aa4df7f663beba25c4f8b518826a0,0.8003315384080554,1532,0.9611056532909994,0.9200829413991531,0.6684232858901471,1,3,45.455843981409686,0
TU Munich,Carlos Chen,AI & Deep Learning,2022-12-13,2025-12-23,d527f2c1becb9f2b38949392178bfc1d0e77ba42808abef360f9a8cfa731690e,0.8892670475167594,1114,0.8705025721887771,0.9821293217039521,0.9574653478494304,1,6,17.693330502757476,0
IIT Delhi,John Jones,Big Data Analytics,2022-06-06,2025-01-28,06edf8519353b83447512f7b37295123d70cd90fbc554b1ab50ed0fa535d02cf,0.9059036990717572,1304,0.835880848181336,0.9600360392287801,0.8670205157691135,1,4,99.86348725782061,0
ETH Zurich,Thomas Kim,DevOps Engineering,2025-06-17,2030-06-05,1b7e9c15f639a864fccbf363ebbf94c829540a07d1281b4597b9830decdb2884,0.700510626446811,197,0.5152700493135597,0.974271795635282,0.9632900289929398,1,2,32.83600192781893,0
IBM,Wei Martinez,Natural Language Processing,2024-05-14,2029-04-19,58d730117dda15953c887b28e684e0c4bd8836cb7d985895f31e52a39c5c4b3a,0.6069042847994325,596,0.9059149477482321,0.8613633891541073,0.878399393639946,1,9,53.55447181127681,0
Cisco,David Santos,AI & Deep Learning,2024-06-09,2027-04-13,c8b339dfb92d56bc97d45dc2f96d8341dafdf191af5d6bd896fbb4af85ea1924,0.8110032052511381,570,0.7385226444747981,0.9639500921962263,0.6051814907719474,1,10,39.229220430062604,0
Harvard University,Robert Thomas,Network Engineering,2025-12-05,2028-02-11,cab06c8252e5a50aa1f5b42e173840f0a484972d0da63fb8e5dee61c80442a62,0.9167530500492925,26,0.8093868336761233,0.8775030349617929,0.705691854033831,1,6,2.0498074583936274,0
Cambridge University,Thomas Mueller,DevOps Engineering,2021-04-26,2022-05-17,e5c2979e5730b10791c90fe703271bed75f161616233d92d4e01eee7963f3cb1,0.894529981909318,1710,0.8861625183501814,0.9597267476520892,0.950890985581308,1,5,68.78976321577342,0
Johns Hopkins University,Robert Rodriguez,Database Administration,2023-04-13,2025-03-02,c23f4e61016b395f58ed06529dc97be170a408512a0f02ac721fada0307cbf82,0.8920705919049426,993,0.8139138732024145,0.8230297295929063,0.7506784921520552,1,5,16.005727314341016,0
Microsoft,Joseph Johnson,AI & Deep Learning,2025-10-25,2028-03-30,4b6f19f073c7668b79c25f837514a883eb41b1a20c416fe68f18559b7e75f729,0.9559575806820404,67,0.9771851076470645,0.9209160249475478,0.9409234896654215,1,6,2.1935288968380635,0
Harvard University,Mary Thomas,DevOps Engineering,2021-01-05,2023-03-13,638c9d6b9d56cff434060388ca58264273ca72be18a41ed517f924c56db7cdec,0.7446008173912314,1821,0.7291666460885802,0.9337849070316527,0.9326290308481456,1,2,31.406445619689393,0
Oracle,William Tanaka,Full Stack Development,2022-05-11,2024-06-05,1fcd3a2906d34eb40d4e9287bef9935822fa2ea65f5d6cb1318901ec73a4e294,0.879826027922627,1330,0.8554490412949223,0.8806937188295514,0.9715229509540548,1,7,9.28862131616621,0
CompTIA,Christopher Dubois,UI/UX Design,2023-12-30,2027-10-30,8d60a6feb2e3c50f150acf8c9c94386a9fa678ad7f71291c9ce31a8c515a26fa,0.628196479800615,732,0.7298256556229713,0.8886169365072866,0.9720882149581457,1,5,0.5308578958849529,0
Salesforce,Mary Rossi,IoT Development,2024-06-14,2029-05-29,00a828c32a18eb370d45f65e22117625f1a9b55db1605dbc93235ba582e72ade,0.8186631145618719,565,0.8466786248105563,0.9008380635048009,0.8755992064777307,1,12,15.888452275189799,0
TU Munich,Barbara Wang,Blockchain Development,2024-10-14,2027-02-23,a175b44ba332bae9e6a82de33cf82811aa11d22ef54c466d6dad6d98cfc59618,0.7193392645259409,443,0.9928141009535697,0.8632313517537729,0.6935715389092889,1,3,11.034571359854736,0
MIT,Susan Jackson,Natural Language Processing,2020-09-14,2025-02-20,036969c9cd14587eaefeff78f5e377254007e2e6dc4212d0fc24f043b40703a5,0.8184211162155939,1934,0.7429848853647453,0.9968009964542206,0.9353204369654737,1,9,0.23719934660798792,0
University of Toronto,Wei Rodriguez,Robotics Engineering,2020-08-12,2022-12-06,eb463777ca1229816835706536a400330e188c986c2ad5060a1666248a42b921,0.9232036163289712,1967,0.7864007803656543,0.9364664408729753,0.9915878181922047,1,5,14.38857331612034,0
Johns Hopkins University,Ana Patel,Natural Language Processing,2025-08-01,2029-10-23,a61e54da91de0b6bd131f028417b30458418dd8f118d33ba2a5f3444ba4ecaa8,0.8215366876582638,152,0.8406080228360497,0.9205717965475249,0.8840803880176211,1,9,20.94075172995842,0
CompTIA,Carlos Tanaka,Database Administration,2024-08-06,2028-07-28,3e31903b0bcb4590b41d4623b85084b62e903f6be1c53692e2137c880e90c228,0.7879921884809973,512,0.8999092171657763,0.9475739333866623,0.77379955097353,1,6,1.488690419006224,0
MIT,Karen Mueller,Robotics Engineering,2020-12-26,2025-03-24,d80f8bca9cfc8210d0658f1d8bcd530bd07f82a9e9b14be962315e8538a525df,0.9588737823035877,1831,0.9863180053659809,0.9004593705337299,0.9916670899285427,1,5,3.031877212669578,0
DiplomaMill Online,Thomas Martinez,Database Administration,2021-01-31,2024-02-19,4ec402f3687e6f9bad55b20b56ff172a5c42d18313b8a42dd909bbc7b231dcd6,0.027,1795,0.0455,0.6027,0.1237,0,0,47.53,1
Google,Robert Williams,Big Data Analytics,2024-10-18,2027-12-26,12916eddf29c4dfa7250cb9c99840ae33bd28d8ecfeb2eba417cf640dff404cf,0.496820117042711,439,0.5789223594640813,0.8626621203125269,0.8678701633863728,1,5,47.612777319871284,0
Salesforce,Pierre Anderson,DevOps Engineering,2023-09-30,2028-06-24,63540894d603f24668a74bda9fa07b25a480cffd819eab93fa66a10123a9ec13,0.9211348499502401,823,0.9376736700068584,0.903619379715865,0.6552924928874859,1,7,14.173926415442578,0
edX,Fatima Brown,Agile Methodology,2023-07-22,2024-08-27,cdaffd844cac4388eb1bf76468b9228cbfee97eba46f58bba47c59a91f2b24dc,0.8130117259116484,893,0.9265837406436741,0.8356907256488517,0.5566332343215147,1,7,12.28385969080079,0
TU Munich,Michael Martinez,Digital Marketing,2023-11-24,2025-01-13,59055107db157b5754859a66b4eb25350ed3a8cfd6ca35da4973c39fef3332d3,0.9103308180925103,768,0.9588927471110913,0.8372975724322526,0.8673127642229331,1,9,38.49306428135044,0
Oracle,John Hassan,Cloud Architecture,2022-08-01,2027-03-12,9b6c05f55ec876c03ebd78a69985ac73eeb02c40e35ace8e2ab24dff2ce609bd,0.9186738258844376,1248,0.8492549386340525,0.9263585709491803,0.9672379342579213,1,8,22.671126190388488,0
PMI,Barbara Patel,UI/UX Design,2024-09-25,2028-07-20,456228a49ef10b782fbc61746f28c0dac17242b84e50d17d8be30f2bc4bfe683,0.672736516769578,462,0.7363858835287374,0.8882492921381023,0.8930690821559639,1,5,58.61489887822011,0
TU Munich,David Dubois,Data Engineering,2022-07-12,2024-04-13,42124186998c6091ba0f17ba40e9ee23f2e1326e045b5c00dd48b82622f6fda8,0.7172329466423606,1268,0.4875752363666305,0.9479594578781539,0.9493785652123984,1,6,27.90644273651733,0
MIT,James Jackson,Network Engineering,2022-02-11,2023-10-19,88baa9e5b65d52f82c71d9f1a251ff75431c4edaeeb305103b80a813b3a61fc6,0.831856735064933,1419,0.9653552438841554,0.8628063841927263,0.9702249165099082,1,9,25.19670615040736,0
Google,Carlos Jones,Quantum Computing Basics,2023-05-27,2026-09-05,be11db285c513620c1780c381148372ba68fc287ec326ef845dc615c90c04aa9,0.807561552712589,949,0.8116824765364689,0.8851851836257947,0.8961215897899467,1,7,35.97961515191952,0
NUS Singapore,Arun Hassan,Database Administration,2025-06-10,2030-03-19,ebe6a439a5c3ac39f81e24b944ab243393ed62cbd8e1c3a57f000f594e224b31,0.9026152982375817,204,0.8243406629795557,0.9240306800697217,0.9522216814507152,1,5,52.5814136155845,0
Johns Hopkins University,William Chen,Database Administration,2025-03-24,2028-10-03,dcea4c8086e224953257828b0db2665045360c0fc2b771545841f73bde03908a,0.7490088875916835,282,0.8532646913952934,0.9087885637112575,0.9114348431355039,1,3,11.511340167528166,0
Cisco,Patricia Tanaka,Business Analytics,2020-02-03,2024-09-22,c0cac0216156d7923ee1eaf40baedf56402bc81d5a5bf49cc675cc767023c10d,0.7518052132096569,2158,0.9907755188513768,0.9352044281020669,0.8158252308095765,1,5,3.2053276643238413,0
Johns Hopkins University,Michael Davis,Agile Methodology,2021-02-09,2024-07-30,db4a30311b61c41e5f25a901da39cafb3e2cd3268764216b2664e2cb36214c7c,0.7165845374849886,1786,0.7342938216837666,0.8989440888805053,0.7323238733152692,1,5,8.69988868589393,0
University of Oxford,Michael Thompson,Cybersecurity Analyst,2020-05-03,2024-01-21,d578847f95c13c3fe399e3c39e5fa08cb020ecb894e3901bbd1b9846c14c0228,0.8066086946271707,2068,0.7810377000429591,0.9569490403396634,,1,2,28.082172728317346,0
Oracle,Sophie Johnson,DevOps Engineering,2020-01-10,2023-02-04,ac980120b0f37d6f184ec7dd6b6d1a4d33527ca61f6d06f3df8d7fc6720a662f,0.9520098594862086,2182,0.8257159831265166,0.9357396220180597,0.8800772608680032,1,8,29.539367969701182,0
Adobe,Ana Tanaka,Mobile App Development,2023-02-07,2025-07-13,b9b46121df5d4b0d1cd80606858da1bf8aacdd8fa28d6de9d4249f763cf43c42,0.8501882279985064,1058,0.6741838800466665,0.9493583185256079,0.7381133401919651,1,6,0.6450248696815,0
Google,James Williams,Big Data Analytics,2020-06-19,2021-10-11,465616f03e9fd267652f9354e60bd64911d11865d7d0b7463b744a8271d36f08,0.7921482763611699,2021,0.82046803217829,0.9339257322783545,0.9474874512951432,1,7,19.927838749019205,0
Yale University,Ana Thomas,DevOps Engineering,2024-07-28,2029-01-08,84be3978d57e3fe39ee315204ec6a39da38ed4864b353bd4488ee939a0fad9c3,0.8586161030584905,521,0.9649792102065488,0.9276981224976759,0.8025705210004084,1,4,62.34497502428313,0
Udemy,Elizabeth Rossi,UI/UX Design,2024-06-15,2028-07-31,8ef0041182da7155fa546d678caee06c22903828ad3731fbefb997f9fa7792a9,0.8003116480864614,564,,1.0,0.787429709259037,1,4,23.500546686167347,0
Cambridge University,Priya Harris,Mobile App Development,2020-01-12,2024-05-27,9947de46bef589fae8c32901591643f8769a098ff1d34fa9f04771a5737b5990,0.9795514357347117,2180,0.8718556203298182,0.9308603968764201,0.8776082509834953,1,6,18.523662420704284,0
Udemy,Elizabeth Taylor,Blockchain Development,2020-06-23,2024-04-26,b8a4501356011a486f435b7f5a6fd55d729e23a9387d4424c2a77a48a67af072,0.6567540226066634,2017,0.7931054582403237,0.8758980114622071,0.7879998267344858,1,3,23.354996278222632,0
Coursera,Pierre Kumar,Digital Marketing,2020-10-24,2025-03-24,4b8cc0f4a3058a542831a0537612753a23fad98647cc5706d4075de8e7e80991,0.7325578749773924,1894,0.9646399772201982,0.9352666283651644,0.8648155427233343,1,7,6.298839643026232,0
QuickCert Ltd,Wei Garcia,Database Administration,2025-06-07,2027-03-22,56bae912,0.2455,207,0.1754,0.5882,0.1504,0,0,47.38,1
Udemy,Wei Davis,Data Engineering,2020-05-13,2024-03-16,61c6d5aa9319f74be8aafed4578e7d899869e8b91c0b7d49ce94b56b8da1aa97,0.8834599827236426,2058,0.8577555909948705,0.923054596663797,0.8691143394161869,1,5,0.4804271217803915,0
Stanford University,Joseph Patel,Business Analytics,2025-09-07,2030-08-06,d067eeeefc7230cd04ac648cb507a2a85da54b4db101f126fbd01c1f531e400b,0.8551976433792977,115,0.8609549085022522,0.8906937433643685,0.9542695795461146,1,4,19.161706927209917,0
AWS,Sarah Thomas,IoT Development,2024-04-17,2026-01-16,bb4308d7b1e85dccfc6331bb3262788a0d51a0f364b453a4d3dd0e9b46104cfd,0.843026861061819,623,0.8016017079217185,0.9323736136226461,0.8822668714674672,1,9,150.69501243983413,0
AWS,Karen Mueller,Machine Learning Fundamentals,2023-10-06,2028-09-25,62b4d19472b0fdbc4afaed4b1f8124cd7e61a95507c662e9358ead52f1ec08a0,0.4771973805722475,817,0.8960427446398368,0.8712269986161993,0.6553361594046644,1,5,11.875540895525704,0
Cambridge University,Jessica Thomas,Machine Learning Fundamentals,2021-10-31,2024-03-24,f3b6eccef765e5fe7bebdf4ddba3e4a03c83b2a6a2b5c14042f484611e882de2,0.7602688093478773,1522,0.8935602364034232,1.0,0.9666334243937494,1,7,80.34426189508865,0
IIT Delhi,Sophie Martin,Big Data Analytics,2021-12-15,2025-05-13,a3ca9c5babfdd96daac15147595abf6f531e52eea31b5547b702e2c10f26a7fa,0.9122741461184112,1477,0.7332492758359412,0.9647542080254113,0.7956510338211344,0,5,7.123560338182903,0
Udemy,Arun Williams,Big Data Analytics,2024-07-14,2025-07-18,7ffaba3fa201bf3dfc6aa3b2f9a66c70f1a7ccb62cd815515d21a45c862ac92e,0.8165051949441684,535,0.8767850072400017,0.9328788108025827,0.8563085252960395,1,6,14.97840547274355,0
IBM,Sarah Rodriguez,Business Analytics,2022-08-15,2024-01-19,58dd5f954093df8767aeb3d14e8d301811b91a29ac2493bcde8fcdef2b5ca4b7,0.8702205718049736,1234,0.7713071243922606,0.9175274894999454,0.7525498607620362,1,9,29.425827966346578,0
Oracle,Wei Thomas,Project Management Professional,2020-08-23,2023-07-22,f62ccc4cb04433d3c30c25231530a2ad3cb13ee9206cf8674bc6c9b56a9e3fc2,0.5814324167857319,1956,0.8739233320017454,0.9690386398555523,0.9092232787028398,1,9,4.558042323680649,0
Cambridge University,Barbara Martinez,AI & Deep Learning,2025-11-13,2030-04-26,9153295abc26d6655dbd2f94db76656eb89bce01607afb34514e709a8e1ed138,0.7262091503441397,48,0.9711437081871264,,0.8850394928487961,1,10,11.605048988349253,0
CompTIA,Barbara Harris,Database Administration,2020-03-06,2022-10-03,5caa218e8bc55e14d41018d050fe89df145c37f0a9c55f0ffb5e5b969fbf3652,0.1678,2126,0.1616,0.8452,0.1891,1,0,134.45,1
Harvard University,Carlos Miller,Natural Language Processing,2025-03-09,2029-02-12,c20ed4ccffc99da39534eae1c9995fbbac463dfe9fcf548eaa043a961558ff68,0.1254,297,0.1135,0.7211,0.5,0,1,17.54,1
Columbia University,Priya Rodriguez,Business Analytics,2020-07-26,2021-08-24,fde1daf49d5d4d132a4928c60386d434d148c14233ebbe4a4de7a19e048fbc25,0.8434192792407752,1984,0.840287376552381,0.8593589080756804,0.9383981547578365,1,3,57.63959886769675,0
Johns Hopkins University,William Martinez,Big Data Analytics,2024-08-14,2026-03-02,1df80fecfbe28cf7ba7db3ee3ac1ad79de3c15991ca7272de3484afa2d86c8ba,0.929525145495268,504,0.9394248203358826,0.8718903150799207,0.9885114034136343,1,5,53.3558291171307,0
University of Oxford,Mohammed Rossi,UI/UX Design,2021-09-24,2026-02-25,2aa5a091e19506026559d4e048a3176903db92c12c7b5248d924ddc47e550983,0.7325240426702795,1559,0.9832988465809085,0.87960609166925,0.7618604861274986,1,6,16.18225577959614,0
Udemy,Sophie Jackson,Big Data Analytics,2022-11-20,2024-08-10,dcd125f3d93bb7e699b1de77eb2f7b4c6c956dd5b7e5c2ba6710ced092814660,0.5971179391167932,1137,0.9831679243375645,0.9624022877810395,0.8368798850545922,1,12,10.291985480310569,0
Yale University,Ana Thompson,Business Analytics,2023-03-20,2025-01-23,dccbdc8873094154929b7562fd498f50dbe6138b7c0fe026b55df39a1b6101a0,0.9678056214920445,1017,0.8854280714926501,0.8984690402353701,0.8502854198963644,1,7,36.002711015442266,0
AWS,James Brown,AI & Deep Learning,2022-09-20,2024-05-02,ae59780e845adefdcd5f41fc42b32d4f63c3872d0cbf55a8df678d6ca6911135,0.7095082785140194,1198,0.9175899785753298,0.925439520465006,0.9037882686556061,1,5,40.5890905362445,0
Johns Hopkins University,Barbara Chen,Natural Language Processing,2023-09-09,2027-05-12,6b9cccf194118a166ffb0a5d96d38d62ff01ec5428345864548052577285bc31,0.9109266399843442,844,0.9548979160979129,0.8797902048747768,0.99425563222576,1,6,23.596379739261955,0
Google,Mary Dubois,Digital Marketing,2023-09-17,2025-05-06,9a938949c3d0e6ff2a0a167026cd19549c4ddcf4b8a0029b002b89d60799900e,0.871142559506676,836,0.963349401364611,0.9166785661238998,0.6476968318009225,1,8,54.61954410536301,0
Stanford University,Susan Wang,Data Engineering,2025-09-29,2027-04-24,0276bf5f55c6f88dc75cf0040caa3931ed5b0cc6017da82c3bcc5beb734fe172,0.834382001839186,93,0.9648422055830128,0.8870219520965327,0.9671023774593217,1,7,42.58365696979372,0
Cambridge University,Carlos Santos,Blockchain Development,2020-03-20,2024-09-01,1ff5f5ecb8cf9ed45799bf5c9ea6e31641ba049ddbb2de7c57777d2261b93f1c,0.7749404919138195,2112,0.9792509643006099,0.9076122366816807,0.8744529758484297,1,6,1.3477467519634083,0
PMI,Carlos Garcia,Software Testing,2025-01-14,2028-03-28,40bbaed718928b429cbeede24b56c3496af20f869590b24e5a1091eebf31736a,0.7710743794368516,351,0.9499180666460845,0.9792625449895641,0.8658094874897861,1,4,35.827436209860366,0
ETH Zurich,Karen Patel,Big Data Analytics,2020-05-06,2024-11-08,c11f915adbe223ae159012ffc9b06bb5d5871200c68aab19310186e06ba66677,0.7854287573547177,2065,0.8706705072285562,1.0,0.8335009577510352,1,9,52.14858239481556,0
Johns Hopkins University,Michael Anderson,Digital Marketing,2025-09-15,2028-09-01,d6dc7aca8b0d8e358c5c4ce0450d197ac8d1c1aaf0e9d84f68ca04aab81e5074,0.5858696734108662,107,0.5931120960730926,0.8904232743602452,0.888348421378076,1,7,6.558887195684171,0
Google,Priya Taylor,Business Analytics,2021-03-20,2023-02-12,04df88036796b444accc15b65d2e62b7ab365ff7750267fba05efd8c9301f6e4,0.5999209921579162,1747,0.8236279440070751,0.955194876564166,0.8632340774902679,1,5,115.27157991934371,0
University of Oxford,Patricia Chen,AI & Deep Learning,2021-08-06,2026-05-15,46dc3dc4e98b4ff27aa7e1fbb506c8e84224c8e550fffc54ccf676b72b6714e9,0.9851877637357788,1608,0.9760243658816613,0.8378737536715146,0.7549866452821876,1,4,63.952133253886835,0
TU Munich,Barbara Martin,Data Engineering,2020-08-12,2023-12-30,433babe2a506516750cf5e7160cc49ae44f6522a8498289968f38b8aaee2ea5a,0.7512126983447223,1967,0.9179371449946777,0.9936751927514961,0.4970670116826916,1,5,62.4565734136067,0
University of Oxford,Jennifer Wang,Full Stack Development,2023-08-04,2027-02-27,4a0562d8ad78f4c73937b67e162be5779ca32e5c17572edff858ecc2053d6711,0.6839771794152903,880,0.8751020088630987,0.9392870527795633,0.791993441723635,1,6,32.88411823471192,0
Cambridge University,Thomas Jones,Natural Language Processing,2024-12-20,2027-12-14,dbdcfa468a0719339021ca342a903ed7e2f7c9335f907622a8c23dd37b8ff039,0.7099977575340548,376,0.9512798466638185,0.9087980334198565,0.8549847610181301,1,8,59.42365606111743,0
DiplomaMill Online,Fatima Martinez,Cybersecurity Analyst,2026-01-19,2026-06-21,06fbb0350f02b83e4a496fc16116d887954c3c87f69aa4764e90c668b9bfd329,0.1437,-19,0.3337,0.6325,0.3605,0,1,18.56,1
Google,Susan Tanaka,UI/UX Design,2022-01-26,2023-11-12,e045b940cd4e99c6a4b0c6f7883ec93b354c067ea108a2d50c65087d47e681ae,0.936733267933631,1435,0.9021870191253305,0.9864370091100434,0.9400452541699852,1,4,12.114270778334893,0
MIT,Jennifer Johnson,Project Management Professional,2022-02-19,2025-06-27,1a74b100db22e22f7a2f6b02a03b13356c050425a3816e7193132b8dd016e4cd,0.8525221030511931,1411,0.7789637135929514,0.9675434658146316,0.6542515308693124,1,6,6.056991725372021,0
edX,Joseph Hassan,Network Engineering,2023-05-30,2024-06-04,e706462732b14fcdf60e59520fcf8dac4ed418489ec782ca83b8d5112da11f42,0.5928422631835752,946,0.9255110258879976,0.9719592653540367,0.8058572643890944,1,7,20.14289515089994,0
Microsoft,Arun Brown,AI & Deep Learning,2024-08-21,2027-04-24,0e470936b3a95227c3f5858593b25eaca5a8afe111e35445fae5c2cdcd3b7727,0.9298031577022541,497,0.8768322144227354,1.0,0.8269054965682701,1,5,16.068720134448526,0
PMI,Thomas Jones,Robotics Engineering,2020-10-17,2024-05-17,029e7ddcfe545f4c824e4f5ada9718ee0be1071d81268b9c7e467b8cfefc02ad,0.6975227231544152,1901,0.813380135614199,0.9626257083007761,0.9761291957964513,1,3,7.794871254254708,0
MIT,Barbara Patel,Network Engineering,2023-12-12,2026-01-16,4a6a1f4ad81acc033f68f815144715343b2c48968ea38b1755153a38f7b4f42b,0.7699191765672353,750,0.7795074443814116,0.9203694194263936,0.8778678905717229,1,5,41.29368622343291,0
PMI,David Wang,Cloud Architecture,2022-08-28,2025-06-29,78f7fbbcae51944c60c4dcc0cec3fa3dd600cc981a5a48c718a825f9c695f5ab,0.8862964156861526,1221,0.49437770267382736,0.9600967967004653,0.9075977930969499,1,4,10.73806775415148,0
Johns Hopkins University,Thomas Kumar,Agile Methodology,2021-02-07,2025-12-25,1d9063e615be31833ca7db943690b7385183bdc60bcf1ffbb9aa8deff3da5b89,0.667074516355737,1788,0.7475935155151584,0.8972667360623335,0.8678559925114989,1,3,9.052629201177382,0
IIT Delhi,Sarah Martin,DevOps Engineering,2021-12-10,2023-11-07,4c3a8677ad98cc1b97f98bd457e38a2db2716015466660c12042c8c0f62dee8e,0.7629341072130056,1482,0.7340000229692748,0.9216357585422885,0.991322967419062,1,15,13.65141410801936,0
Johns Hopkins University,Pierre Santos,Database Administration,2024-09-07,2026-06-16,3670e1daf4163434a614bb3aa6ed6262194a122cb009397725f5ed8816f08818,0.8494900949647408,480,0.9484342893610257,0.9266041474199672,0.8799678784823207,1,4,33.46712997348994,0
IIT Delhi,Wei Kumar,Network Engineering,2020-01-07,2023-12-13,e6a0938023c02ef0c0d11a11f3a64c7743396fc1676992c67a02a986f9b401c0,0.8758256704292785,2185,0.8408346104450913,0.9871893621557251,0.9602782031807896,0,4,24.634141276519966,0
NUS Singapore,Priya Thompson,Data Engineering,2022-09-11,2025-03-05,50c5bd9efe8e3315bdbcf91adec84b9910906fbc33ef87acfce11ca8e7a3abd5,0.8837387118312326,1207,0.7412533561837465,0.9030569140188045,0.9209055747957208,1,6,2.55531848871778,0
Cambridge University,Jennifer Jones,Big Data Analytics,2020-04-10,2023-06-28,e3b3b83662cccc5770d0832d7fba8b46e1caaaad6ebc25c1ac8e1dc472081bd3,0.6402437305844592,2091,0.8612421486411735,0.8363262521575027,0.9434217480457193,1,4,42.51833156315966,0
ETH Zurich,Robert Mueller,Full Stack Development,2024-04-29,2028-01-09,1fe637b0b6d28fab12c19099aabddf7e4ba8a52809aab9a158404dcbdf33c260,0.7601307347270841,611,0.8768195083268001,1.0,0.7878325645234265,1,4,22.946475603612665,0
Adobe,Richard Dubois,Mobile App Development,2021-08-06,2025-01-30,d25f6a45912d6ae7d9cd78989d2f77a9f94b26778509726790685f705ee0638a,0.8634089725514378,1608,0.8998807571996742,0.9098219663751618,0.9238219145988302,1,5,26.43395885916035,0
PMI,John Ali,Big Data Analytics,2024-09-28,2029-08-08,d7280d0767c0a33cf3bf9d514bc6f1e96cf6e4ca22e18053049830a202568fcd,0.6853705090784799,459,0.7861744053379548,0.9907420920075594,0.8689916473652611,1,3,58.827399976162205,0
Johns Hopkins University,Wei Tanaka,Mobile App Development,2022-08-14,2026-12-01,135125a49f3a11089e451e67ad8170cf60883baa0a48349b74a484fa83030c44,0.8721720827054902,1235,0.9449020402612148,0.968724708005344,0.9126020850983647,1,4,9.410429500130368,0
Harvard University,Jennifer Ali,Cybersecurity Analyst,2024-12-09,2029-04-26,a39f1466a80710e89d2cb7bda0a74cc0917fa61b3e505a605e84dba6203b6ad4,0.9585939365728077,387,0.8374988670557254,0.859252408258901,0.8426214791675929,1,6,68.94962210514439,0
Udemy,Barbara Jackson,Data Engineering,2023-09-16,2028-03-01,250230c1b5a2fc5f6618596436cdbb7809282e6f925e35aca7d0b883a7bfb43b,0.9583791530978797,837,0.6649769596199077,0.834653854236867,0.9365012684727719,1,10,81.15331320148768,0
IBM,Arun Anderson,DevOps Engineering,2025-09-02,2028-11-20,3688d57afb4b31438251ddad73bfdb6f849a778921f91d1b4c06fe0d67c5ece4,0.7424035697860821,120,0.8259555524549684,0.7767090676568565,0.6936330610500315,1,8,11.393697578880289,0
Google,Robert Hassan,Robotics Engineering,2023-09-23,2025-03-06,b13b2eac8e97f51374d2ea3103d1665f889f2534e02d154a3dae0e7ec95374ce,0.9052066443570805,830,0.7914650360198385,0.9374900012283954,0.927693725398354,1,5,25.619736586944818,0
Cambridge University,Karen Anderson,Network Engineering,2020-03-26,2021-09-19,1e15db386dc42f3b0d3b36eac178dadfdc4e4a0ba886709a8ab9bf758f82cf44,0.7149715246527983,2106,0.8389039107070387,0.9281918631725129,0.6271855953750682,1,8,21.4400723204739,0
Coursera,Linda Harris,DevOps Engineering,2021-05-10,2023-07-05,c8d619a5d3c5062a59c702cd83dd136c4dd73ddc182004816a58b51cfda51ecc,0.8219841880200005,1696,0.862212484446044,0.8306257006234228,0.8073203147934476,1,8,10.879531039089967,0
Salesforce,David Martinez,Business Analytics,2025-12-12,2030-06-27,8b84338c2ec40eda148e8996c3494cc7cdac69a95ae0cd61f8664c08c3877e9d,0.7588802299754115,19,0.8238057107604393,0.9550627819721685,0.8066857748643635,0,5,4.21428907213366,0
Yale University,Patricia Kumar,Robotics Engineering,2021-11-30,2023-10-11,6630a99909488d6acc26edbf3c33a95b2345363b93113c4f04ea6566a393a6b3,0.8714390344862013,1492,0.6748764896307623,0.9419243764537871,0.8665099674621564,1,6,12.632836063470297,0
IIT Delhi,Christopher Taylor,Project Management Professional,2023-10-02,2024-11-18,305a6cc73380cb4ce97afb5059a1b393ce46d550e51fd912055d18a26e15d035,0.8954308879075447,821,0.975511017033943,0.9096043844966943,0.837503359642471,1,9,24.442401929829764,0
ETH Zurich,Jennifer Chen,Full Stack Development,2023-10-15,2027-04-15,c5d294bdf39349aefc8369e48efeb5213d5b84e2b5aab0e546d91019323ced52,0.8878636227265208,808,0.9378539046013128,0.9924205835061195,0.9174644524031281,1,5,26.26787109000875,0
MIT,Priya Thomas,Computer Vision,2020-07-10,2024-09-26,99b753307689f5f3758fe6ee0b8209259b0d4355af220dac53ace200384203f6,0.7710462799738484,2000,0.8310807933697499,0.8684829118485343,0.6250079634279975,1,5,164.30871040820227,0
Microsoft,Robert Rossi,Natural Language Processing,2022-06-13,2025-11-27,0fdc640cee331166d3d73eb6203a7ffde5facabad562da77dd9781c7149f9bcd,0.7132581940559486,1297,0.9553872306026525,1.0,0.7805145666142203,1,4,36.633219219856365,0
IBM,Pierre Jackson,Machine Learning Fundamentals,2021-10-27,2025-05-16,a9349856be2e38021d20e605a2b743457702c4f99cbce3f56908536c73b18c8f,0.908919738833012,1526,0.6990972415215516,1.0,0.6844859263714235,1,4,62.183506405159704,0
AWS,Robert Martinez,Natural Language Processing,2021-08-04,2025-04-22,49d1277ecf1f143d1e1939f17136a0b572d2d9c44c7ef56e21f0ff3def6c3960,0.8264583184084957,1610,0.7765423258735304,0.9005797635793065,0.9236971758035271,1,2,15.366218712998126,0
MIT,William Brown,Agile Methodology,2024-01-18,2025-07-15,1490dddf8aae707b65aded8375071e38b26348ba267ff5fa12aee7a08e3203f6,0.9023098534286293,713,0.7445662796761892,0.9131222104952026,0.62649082016962,1,3,4.92767108113975,0
Microsoft,Elizabeth Thompson,Data Science Professional,2024-10-18,2026-02-25,0ead2cc562f36ab81076fcd80f1f9cbfde7fddff6c1b7ded87a7381472cda751,0.811861946298261,439,0.9562943005556086,0.8859287627294004,0.530190044291499,0,8,15.914405333163494,0
Udemy,Pierre Tanaka,UI/UX Design,2023-05-01,2027-10-22,facbc43a6f89b6165badb0f56e9e014df2b4c7a561c329799b7f65e7d18117b7,0.757541497782012,975,0.7245745464351794,0.8824491192054044,0.8601532883521137,1,7,14.483942490040311,0
Columbia University,Susan Johnson,UI/UX Design,2023-12-15,2027-05-12,d9b6d5372dbaf23007e216a283168ae3c695c683c3c10bb125ac7a12b1c3ed0a,0.7983920485529208,747,0.5732221930047221,0.9133790500349754,0.8887406933383672,1,6,45.65024341198144,0
Columbia University,Mohammed Miller,Big Data Analytics,2022-10-27,2027-05-03,9d766ee59da5274747b1e1e421938183014bdb2d12c776bfc4ed2d3d603d537c,0.8735311165122219,1161,0.8839354364384517,0.928445928002391,0.9552458535353264,1,8,31.215755434277746,0
Coursera,Jennifer Smith,Blockchain Development,2022-07-19,2023-12-23,9f6a8502b8ce051f9f0ab7a53728281245aa3c554dba9e7d7630f5d6326f0223,0.6812940463484742,1261,0.7990685036309264,0.9782977234501568,0.9034058084612058,0,5,10.2264620901296,0
CertForge Academy,Fatima Jones,Agile Methodology,2025-11-24,2030-08-06,f3fdbfb0d88662be0dddcce8b80236f77668bfb9a93557c18e83698d39e9397d,0.1149,37,0.0354,0.6552,0.0747,1,0,312.3,1
Columbia University,John Thomas,Big Data Analytics,2020-02-22,2023-06-05,73cd075fee750c46075d8c1af3319e8dc6e0eb52d564ffddebedf47bc2399530,0.9183803118034582,2139,0.8732552475964768,0.9602815125982331,0.9363184065702727,1,7,54.664034779734855,0
Yale University,Carlos Rossi,Natural Language Processing,2020-12-11,2022-06-19,bcc80809be27dad4a00ee13efc6151cd74df573e5d4275ed1b9a4f7bbd0131cc,0.8944985224807367,1846,0.7592527912496289,0.9436856791166747,0.990558695918939,1,6,19.474499089714996,0
IBM,Mohammed Williams,Agile Methodology,2023-07-04,2027-03-16,93842c6d70685d032c0de5f1daf1758bfa9f33d27f53a21143b46b5d76344f38,0.6786116235182628,911,0.7032871177370206,,0.8584909332075499,1,4,78.84826140639588,0
Harvard University,Ana Harris,Quantum Computing Basics,2022-04-05,2025-01-26,ee610a20c2fe98122bad3d0e8f89df6149ade3321bbf59f1331cf50b139fca42,0.9379666897873828,1366,0.8691909245907423,0.9654319689490822,0.7992399916397603,1,4,30.249961386294714,0
Cisco,Robert White,Cloud Architecture,2022-02-10,2026-08-27,ad670b0f25bd4fe34c702177db515cee779fd8e78214ecb28415f5153b68c496,0.9132663470492238,1420,0.9513937226430838,0.8226365530041311,0.9370572034475007,1,3,95.23584582036564,0
FakeUniversity123,Wei Martinez,Computer Vision,2021-10-29,2024-01-02,8e3572da1a4ea99f64910a4910967dbcf0d407b01e3fa62f8c5a404b7bcc42c6,0.3636,1524,0.2881,0.5851,0.143,1,0,18.25,1
Yale University,Ana Rodriguez,Cybersecurity Analyst,2023-11-18,2028-09-04,28331d6e0a114705dfa37eb1b3cf3dcd93138f17bdecc16d57557abe09c98bb9,0.7029599365461886,774,0.7671960571456226,0.952250669650138,0.9063620359159739,1,6,113.1783513361872,0
Harvard University,Sophie Thompson,Business Analytics,2024-10-08,2025-12-17,94a13e0ffa77e9b84e996caad0c8cd448dd9652f458ce4ff575ecdac12ab602d,0.7756308083033085,449,0.7366492277697403,0.9756278068725814,0.8901971020827271,1,5,34.67963812467079,0
Microsoft,Patricia Davis,Machine Learning Fundamentals,2025-06-09,2029-07-09,1ed5339748064531632bbe8b045492eb3acea6277cdf95581aefdad122559590,0.9545928238300599,205,0.6705750330668467,0.8962839190113338,0.9000453130621157,1,10,9.501960047376913,0
Coursera,Barbara Mueller,AI & Deep Learning,2023-03-18,2026-04-16,7e6aa89eeebfff588c32f6d4263c97af160d211f7685bb3c9c4f03061ba9a6fa,0.9107305047681551,1019,0.8979784272882254,0.8285618588422353,0.9339986886876227,1,5,65.87829124856374,0
CertForge Academy,Thomas Chen,Data Engineering,2021-04-21,2021-10-23,6844451cc5b359243c056a357bcc78204aca9a3b90263eb333453e9940876f5c,0.1436,1715,0.1875,0.5631,0.2015,0,0,586.09,1
Cisco,Ana Chen,Data Engineering,2021-03-27,2025-12-23,5b57d305a5900a1faaa474937cd1f46170a859d08e52bc5624ae715e1489a400,0.48318076453976083,1740,0.8295756684364457,1.0,,1,6,61.98175049788793,0
TU Munich,James Thomas,Full Stack Development,2020-10-08,2024-08-20,6efcbee91b420051d35f7f09734c84a496c4f5dc16c5e3a38520d96e70877375,0.8450242290933371,1910,0.794986554065778,0.9245969933691546,0.959582095543268,1,11,110.24732235679727,0
TU Munich,Susan Tanaka,DevOps Engineering,2020-03-16,2023-02-23,878ae8adf31278036e26fab66ada1c8fe74eabe651bb9683f8407da6734ebb86,0.8602203250246416,2116,0.948682785574955,0.8914705566444506,0.9403154338408739,1,5,19.332403075499826,0
Google,Linda Rodriguez,Machine Learning Fundamentals,2022-04-14,2026-03-08,6f81c36329e0a039f2fc5a57581c01fecea745fad4be6789a5c29623164e7e0e,0.4770920736512204,1357,0.8719555688023325,0.9468999134980303,0.9472965761646447,1,3,36.36721712954935,0
University of Oxford,Susan Tanaka,Business Analytics,2024-09-14,2029-07-14,df9a2ead3fefd78126c2c2ccb0e61098c68f18f45551993a29550f68551e786c,0.7809645996432982,473,0.746944361716862,,0.7591689144297153,1,4,146.36582140443886,0
Microsoft,Barbara Martin,Software Testing,2021-10-09,2026-09-26,8ebde452164b9c4fea5b8eccd8d4fe6e37fab483b764f7670d5d9b8e26507b4e,0.6894021638579059,1544,0.4571324645894674,0.8845761384119182,0.8355542952198391,1,8,7.045224514319351,0
University of Toronto,Wei Thomas,Cloud Architecture,2020-05-03,2023-07-01,da26beb61c1bda244685a74da1a5eda7c3d16282d825fadc29caa9120f572430,0.6934496207732199,2068,0.8367138606688401,0.9137504726105443,0.7754630047957529,1,6,55.225644424966,0
Adobe,Fatima Jackson,Cybersecurity Analyst,2025-11-07,2027-10-30,0b55346540ad94c2285b7d5542964bc9ebfd76327fe7f9e314a6c00d627f6454,0.8803913704692914,54,0.7332317949259738,,0.9278882278730008,1,4,21.44913834266056,0
edX,Barbara Rodriguez,Database Administration,2025-09-30,2028-02-09,e98fbd667c8247864152e522fe39111b03fa65465fd44dec8fafb972ff42f6c9,0.8701749290976508,92,0.9424367977730623,0.9538421417630585,0.8822483515517867,1,1,64.73617535806622,0
Oracle,Robert White,UI/UX Design,2020-08-05,2023-03-05,d4c4f00f3c5e1382580d43af3b83bf544b60730dd7047441a6ea46a49d92af5e,0.8763715617935776,1974,0.9123454604144764,0.9052716436996002,0.7764995184343088,1,10,16.821536422790068,0
Johns Hopkins University,Wei White,Machine Learning Fundamentals,2023-12-23,2026-07-15,2f78603725a9c216c5428af9252a8537a9280b59f43f35ad8e21885ac57f1dcd,0.9529277585474576,739,0.6522477254258885,1.0,0.8618628749151316,1,4,7.090899839775455,0
AWS,John White,Blockchain Development,2025-11-29,2030-07-22,20e536cf634c73f4e892ea1f001d4b7220cba34e909870826015252b0960e8e8,0.7130965982748081,32,0.5584986627797733,0.915046366588905,0.940993164993426,1,6,7.616967223638679,0
Johns Hopkins University,William White,Big Data Analytics,2023-04-05,2024-11-29,b1db5ccf43004a94088dd397363aa3ed32c0f56367e712a0d9e67baecd6f8a89,0.8021256680227092,1001,0.7581040162107858,0.8711808366343908,0.9788766280101965,1,8,7.877997270306316,0
QuickCert Ltd,Fatima Smith,Software Testing,2025-10-30,2026-06-17,b2c1eca5d16a35ee0a3d0ceab8297b44e10e0315bf7b3cbf7bb088ed36f2e848,0.015,62,0.2107,0.6864,0.1276,0,2,44.02,1
Columbia University,Karen Martinez,AI & Deep Learning,2025-02-20,2026-08-27,36539d2ffe27d9cd3b3e30239532c128fb87ecdb0db27b77b0a2aa5c55280deb,0.8529489394176994,314,0.3976438966874107,0.8024219062881567,0.6208508779173683,1,6,29.88712647694987,0
Google,William Miller,IoT Development,2020-08-17,2024-10-08,28eb214f9f31609b1c4e40193b61cf273e86221dabb71a85ca05da6a741020b8,0.0628,1962,0.171,0.6835,0.0134,0,2,184.15,1
Salesforce,Sophie Ali,Full Stack Development,2023-05-02,2027-10-05,128343266cad00c2674b3ae072623a20a4d2d882271a929c667987d31d948c7e,0.7898662409806291,974,0.9801489168256324,0.9963661034487257,0.9044025975959638,1,8,4.306233394895966,0
IBM,Ana Martinez,Mobile App Development,2025-10-13,2028-03-29,5225584afc9838bdb6299ec325312d6497088749f294a816014c289b20348e39,0.9505518140464536,79,0.9530213584539278,,0.8198996810963826,1,6,41.60602705641219,0
CompTIA,Ana Smith,Big Data Analytics,2023-03-23,2024-10-07,137f6d3b7e44701c5c9e48c424c7800f4bd01321468d8a9f2d96df4f96cd9567,0.8876516253292414,1014,0.872909377712016,0.9757551067556576,0.7994470826244289,1,7,15.450328222871862,0
Cisco,Yuki Santos,Project Management Professional,2020-09-27,2021-12-08,29d8004c22ff7163b9c8a81770b35ee5defbf9ec2c21a9593ec23e4115d00382,0.7205281442359054,1921,0.9363739487813756,0.9177802400821303,0.7193368573775472,1,5,38.29473438967129,0
Google,Michael Thomas,Robotics Engineering,2025-06-15,2027-02-25,da4ec0db480a115d0e73e6e521002ae0d2ff85086855f562b2bc61681525621e,0.8017776204237065,199,0.9347141446701507,0.9386932008125864,0.9391069637074597,1,5,107.26832028413175,0
University of Oxford,Mohammed Garcia,UI/UX Design,2021-09-28,2026-04-01,dfd0c2cb84d8d98f729656bfa1eabe6c6f0665fb0a3788704f5b654f367f1968,0.9890770667783056,1555,0.8824212640564032,0.9414906980175611,0.9681852116100157,1,8,0.7078699856639222,0
Cisco,Joseph Taylor,Natural Language Processing,2022-03-13,2025-05-23,e78792e8c539c949bfce389284219fefeea361aac9b96d864ea08a23cf6451f2,0.6119640449661954,1389,0.858399350278233,0.9595326694701909,0.7760585825398572,0,7,26.39868207590618,0
University of Toronto,Joseph Dubois,Machine Learning Fundamentals,2021-01-28,2025-01-19,8a22ee9ccb7b1183ff86d43dc86e3eb7850b7ec97ff3fbdd03f117ad38ce612d,0.5345376937578157,1798,0.8598905820054611,0.8452835192490668,0.7992663211780807,1,8,5.086246659548766,0
MIT,Barbara Chen,DevOps Engineering,2023-07-26,2028-07-19,62b5255ccb67ad4ac6d677f36c9b9a3ad48187b0485a61969baf2f74fc7c10e3,0.8438551644270943,889,,0.9218112657102238,0.7557558622892484,1,6,30.068346707857323,0
AWS,Linda Rossi,Project Management Professional,2023-06-25,2025-07-06,eb6b40c2e3c568125c7fc9bc28efe4c380683fe3151c1d9d6014558ff7c51440,0.8518699145544899,920,0.8810849336854143,1.0,0.8833575751358342,0,5,21.239906181739787,0
ETH Zurich,Fatima Davis,UI/UX Design,2024-05-21,2026-11-20,0943d8b15b74eb7871a52d721a763115c255840338a0302884b7c2d8edfb6d3c,0.6568976945965714,589,0.9516247730906985,0.9444283938757062,0.9245663783686789,1,9,8.559254410296363,0
Google,Jessica Santos,Data Science Professional,2021-06-07,2025-04-12,a45a1edc935db39e6fd0e13111708726ce41be0a7c005dbc8e78992c557b2b89,0.7652358308566355,1668,0.8893478568211596,0.9111691497997924,0.9740700273090056,1,3,40.16583621758406,0
IBM,Fatima Davis,Data Engineering,2023-03-03,2024-07-19,296339390381a321abae014b4696ae29dc4ad94e8e826f13efeebee14951411d,0.8385500231080282,1034,0.8483767202680365,0.9526938066602785,0.8427489054988376,1,9,48.59264459784931,0
NUS Singapore,John Tanaka,Database Administration,2024-10-04,2025-12-09,8a5bdf6fd4908db797941716a1f9931ce79df128360f2eb1ff6b569f24d59f0e,0.9075343660078139,453,0.75178380447895,0.9189244420346733,0.8732197118282327,0,5,6.880861089247779,0
Stanford University,Yuki Anderson,Data Engineering,2023-08-11,2025-12-19,1c115a44f3338b27a46afd7ebb2fe767f5559540b6d11e4ee0999b1e83ab2283,0.011,873,0.0754,0.6956,0.0603,0,1,226.19,1
ETH Zurich,Richard Davis,Project Management Professional,2024-04-09,2026-06-03,5fd8058a040957d16ce98fe3e8c6bf6be7efa325a964717d6ba5952f285a1fb1,0.8974447436766733,631,0.815551785576763,0.8199131934322982,0.8980497146275233,1,7,9.05856273091143,0
AWS,David Harris,Cybersecurity Analyst,2020-03-14,2023-10-15,77faaa58d1f183f7216aa21f4078cfcabc5a6204ef40750696f352d6be253c8d,0.8397032008016543,2118,0.8724560312936717,0.9285104316583539,0.7787814134725454,1,9,17.8022886325621,0
IIT Delhi,Richard Brown,Software Testing,2025-04-24,2027-10-23,bee68bc0cd642df68eeeef433f24626dc725166a0b035aafb52c7c2f35e6a74e,0.8572336898330979,251,0.9954701665070886,0.8888287926046761,0.8226512471774223,1,7,10.708726264029307,0
Cambridge University,Arun Williams,Agile Methodology,2022-01-24,2023-12-26,5d32b47fa80ddf541633ad49b001b6f5a5d94e51306ddc4368313f0a8d9c7c71,0.8693310998011841,1437,0.7992963777249925,0.9312964461141698,0.952229082450947,1,7,1.3183137324643577,0
Cisco,Sophie Jackson,Data Engineering,2023-01-02,2024-04-15,cb5b0946cdba264a3440a6e82a7fc929bbd016f5abbf77fef11a1adb97b0dddf,0.9135908751738321,1094,0.9636889429668518,0.8929102316176636,0.8566183727423623,1,5,20.90440536816255,0
Johns Hopkins University,Elizabeth Rossi,Digital Marketing,2020-11-24,2025-10-29,77b32473f0984aa6bed3adf,0.0535,1863,0.222,0.7982,0.1389,0,0,31.11,1
Yale University,Patricia Miller,DevOps Engineering,2022-12-20,2026-07-05,73f4b7823ae6dc0d6f00ad28759195b2fa7bea9ec8669a8ce7a626dc48531f81,0.7702928963009337,1107,0.825664783485094,0.8605433673195356,0.8781747105634201,1,5,9.308865692165957,0
Google,Barbara Rodriguez,Natural Language Processing,2020-10-30,2025-07-25,30778cb6d8a903768360f002d42c82f5185664865bdc1e0a954297d9c407a402,0.8679523521771781,1888,0.8555303164036637,0.9361120971006615,,1,7,22.435577062523382,0
Oracle,Arun Mueller,IoT Development,2021-07-12,2026-05-16,14c8c28fe15f5c9b8f5a318c1e5f10d79adb2fa7ab1d62ac7a9915a734f8790a,0.7239902075015955,1633,0.7776920000964103,0.9865631944911047,0.8795994880251917,1,7,1.312307480767645,0
University of Oxford,Patricia Jones,Project Management Professional,2021-11-30,2026-11-22,c6f93ee3c0fcc17440ab7341da393e781d5054e701d10424ea1bcc24a3662edd,0.5384732338540887,1492,0.6534241917597368,0.9019492370672331,0.9219068450995371,1,4,22.68381694819086,0
Stanford University,Joseph Santos,Project Management Professional,2025-10-12,2028-09-03,65d622be84d2bc7f197d0898db16426b84642246eb390b1f522eb067c32b0ead,0.8677652863472517,80,0.6931511591980807,0.9024874444149135,0.8229798826091951,1,6,31.770646194728293,0
Oracle,Sarah Thomas,Blockchain Development,2022-02-21,2025-09-27,c00ad281a6f69110a1d38d1f2f68939c3b839e5834926c6f9e9fc6ae8cf95382,0.7299897646257422,1409,0.9363142686979397,0.8586696334788617,0.943873061198097,1,4,29.7410999932184,0
CompTIA,Priya Jackson,Software Testing,2023-01-22,2026-09-01,37b9760fa03b1d7c13c77dcd2104dfe7e3b2b8b636b7482dcc40b4df64b12323,0.8553241984669293,1074,0.9262104828277121,0.9302839744022768,0.949935330121683,1,9,54.51519712389761,0
QuickCert Ltd,Mohammed Thomas,Computer Vision,2025-01-27,2029-12-16,3b28a874c788cd75f5a2b0168e3be154d168b6c968b168605ccdc1571dfa7687,0.1032,338,0.0657,0.8413,0.35,0,0,159.08,1
Oracle,Jessica Brown,Database Administration,2022-08-31,2023-12-28,6035f91973b6e4f07217a8efe20dc090cc4999106c978ee06ff209227c5ea0c2,0.9027807871742354,1218,0.6637054975904221,0.8863428989345358,0.5274622520916067,1,6,21.730376419448234,0
DiplomaMill Online,Arun Hassan,Robotics Engineering,2026-01-05,2028-07-29,0079e4ca738f09bf6c612ce92886f1641fea26eec73fc9f110f583c29eb6fbe3,0.118,-5,0.1107,0.5809,0.2064,0,2,16.63,1
MIT,Sarah Hassan,DevOps Engineering,2021-05-26,2025-04-19,9a0253a9881934847d6e6e0f0867d04128e587d2de2d59c5b3903138c94aa453,0.8190491284259895,1680,0.7811363234868873,0.9783662248261498,0.7090397561018824,1,3,3.466907590639937,0
Salesforce,Barbara Wang,Big Data Analytics,2024-11-19,2028-12-13,5b5418aae7e115de2f55a436e211ad61f860277582bd4eade3f247faa8591847,0.8729231568197982,407,0.6662018029719043,0.8644877126391283,0.6655558361430113,0,5,71.09212238386188,0
Cisco,Richard Kumar,AI & Deep Learning,2025-02-11,2026-02-19,96233d17125a89cf36c8e75361aadc83b6caf060312458525694086da4bdb67e,0.6862717998839855,323,0.9194902236054179,0.9331700977599504,0.9331389185910105,1,6,1.2775572391933665,0
DiplomaMill Online,Carlos Kim,Digital Marketing,2025-01-04,2026-01-26,812226c8fe686842734cb77c4d0,0.1,361,0.1713,0.6867,0.0166,0,0,86.0,1
Cambridge University,Barbara Wang,Blockchain Development,2025-05-09,2027-06-25,34c04afef4ec5ef53f2cae372098b550e0f9bacc3454d97031150c9231973f86,0.9697751811884179,236,0.8644503929805343,0.9004777322995884,0.8522240820861876,1,3,46.76077385360305,0
Microsoft,Wei Patel,Software Testing,2022-10-03,2024-06-16,abce4a6bbdaf5cfcb8c1c5ff52a28b257f42c0f5eb380bb6fc066b5da0f16201,0.7598353604587788,1185,0.9397490593792175,0.9195577486902101,0.9445821712136439,1,5,27.07439849668935,0
edX,Michael Hassan,Cloud Architecture,2024-01-17,2025-11-26,1d716378aea2edff30cd615ec05702894ef53b28a52a27cac1dbe75a884faa3d,0.9285894693321568,714,0.9090240247711914,0.8545179375471349,0.9456471410706041,1,9,38.58275954177359,0
ETH Zurich,Jennifer Patel,IoT Development,2024-07-28,2027-12-27,e90b2392ab2a7b72d0eb38675a569bd199eb9987df550341f6fc2c37a4306354,0.8782723610779296,521,0.8882108618860161,0.8895186433879304,0.9064730862000753,1,6,1.3301393574697291,0
Google,David Mueller,IoT Development,2024-09-12,2028-05-15,b9894d81fc5512347987e35f92d31b73c0befc31e85e61f78dc7363ad01570f6,0.7732873904710824,475,0.8799805106687453,0.9864033328147672,0.9173552533258968,1,6,72.04649124062209,0
Udemy,Mary Martin,AI & Deep Learning,2025-04-18,2026-11-15,1c39b1903fde5cc03f4e86ff12486582ee66b0ea5bbfa10edfea10245f6a8137,0.6606976476953792,257,0.7662033507783984,0.9700626841201799,0.8890163239746776,1,6,44.08649044670032,0
QuickCert Ltd,Sarah Dubois,Database Administration,2026-01-27,2026-04-09,9277e7de0af7a12c77e3f4ad8870a90ab650b934d4b642001e4d60146d16b687,0.2517,-27,0.0899,0.806,0.307,0,0,0.87,1
MIT,James Santos,Machine Learning Fundamentals,2025-11-08,2027-11-06,0df8703fee6f1b4b73159d1d61b445cabdc5032bd7d2a04331d28999820631d6,0.8554540545559639,53,0.9659625407289606,0.9002120582787395,0.9411854766716253,1,10,67.22198814688748,0
IBM,Richard Taylor,Project Management Professional,2023-06-02,2026-06-21,f8c40cdc18ce9b6ef562b47d96e4e843dd1350ebc2045297517af93874c1e15f,0.6956296014679724,943,0.9613862270159659,0.9131065176401354,0.9023563663475698,1,8,18.78181509663993,0
PMI,Susan Jackson,Mobile App Development,2025-08-31,2027-02-26,ef90503748ac14368afd18f22f783a696515fb7e8d980e59c0e390ef887eef66,0.7685370797591041,122,0.9510583679936193,0.8623308300447511,0.9567293900683328,1,3,0.6365274041537518,0
Udemy,Robert Rossi,Business Analytics,2021-09-20,2024-07-21,6908aa483c947c421685bcf71d1212d0bf7ba65e9b176baefc70e9fb8bfb5033,0.8075542644324192,1563,0.9015335283179019,0.8766154180089979,0.7108359180460574,1,5,32.30292423829501,0
Columbia University,Robert Garcia,Data Science Professional,2020-10-17,2025-01-04,c0b71c74d0cd2df8a09eab4b2b912f74da7b70296c5c434d10258879c0820606,0.673701536703147,1901,0.7822101184167224,0.9332229077555035,0.8128484689355745,1,5,2.9085531879639523,0
Udemy,Ana Wang,Network Engineering,2022-10-07,2027-01-03,3d40188e75234c1a05286733ac5a42ec97417817a65f51efe52e97913a3b5159,0.8973610161440551,1181,0.9550793360264038,0.9361431492403609,0.9210793987311355,1,7,4.30568017975929,0
AWS,Richard Dubois,Digital Marketing,2021-05-20,2025-01-24,26e225e5eaff8e5f96f23cbb38cdb0d2ac07e4e59c856f655a9826ed5e631fa2,0.8105334108578679,1686,0.9864504602411925,0.9979136494867331,,1,6,13.356315270312733,0
CompTIA,Sarah Harris,Data Science Professional,2021-04-30,2022-05-26,c1940abb08436fce49bfd2a1dabe5f3aa99f9b9ca06360f11a8cbdfbde4f3ffc,0.9091841191894784,1706,0.7910363307163156,0.9014884991448411,0.9892410225215409,1,5,60.07497221954654,0
PMI,Patricia Patel,Robotics Engineering,2020-11-17,2023-04-15,eca25c7a51a6072d5c02f9ca4b14e24cbf1b0fa8ff8326e3a4c2abac644cee6d,0.956077989194372,1870,0.660091929808204,0.906458937500274,0.9513031422545696,1,3,15.252992904590252,0
edX,Sarah Dubois,Cybersecurity Analyst,2023-04-06,2027-03-22,9a818f7e10cd40a653272003754ef09d2840135489a014172bbec67a7ffb161d,0.8676654407242995,1000,0.9541864123582319,0.9367315971545165,0.7932777263390776,1,8,19.406396147805207,0
Cisco,Joseph Davis,Software Testing,2020-02-17,2021-12-29,c23ce26176fa1ef6195ddef5aec0a3f6fda997d0d872d0e898a7ff1b685ebcd9,0.9717009351116933,2144,0.8610540991103841,0.8556416925446222,0.7266618565678008,1,1,57.55067840113884,0
NUS Singapore,Patricia Ali,Data Engineering,2024-07-04,2027-12-14,df0d38afe5221f6c582c1debd5e17e862e3c5b82fb7f2ba3bfbc2413512fbae4,0.9114957961467728,545,0.944025847933934,0.9063488351890402,0.9570800491720919,1,7,54.660292478365214,0
MIT,Carlos Mueller,Agile Methodology,2024-03-27,2026-02-22,beac7aa8eeef74f44c2c1836733a613f12e978c7b6f9f9abe99348c9c287e267,0.7721827574878365,644,0.7784900325818767,0.9708314837443155,0.8788641662116993,1,7,3.8897758698867997,0
Cisco,Arun Dubois,Cybersecurity Analyst,2020-08-10,2023-10-22,27a7429b0137c675128fdc93210c4fe2338df19ed593fa974d973cc6a9881a57,0.7928481548915254,1969,0.9233660618175373,0.9017813871638454,0.8440073455633179,1,7,9.91941374516568,0
Harvard University,Sarah Mueller,Digital Marketing,2025-10-06,2029-03-20,7d74956a5441f69070a078be48e12ed79a934cfdf053ea4152820df07369fd82,0.8342781780135435,86,0.8603220513243836,0.8772703899097586,0.9029498217037936,1,7,3.4182403699576884,0
Columbia University,Elizabeth Martinez,Natural Language Processing,2022-07-07,2026-01-31,6839e2bc67aa1696b0e3da6be50628f03bc47d82d20679bcd561f6a672a6e58f,0.8433654052906514,1273,0.6919609506946864,0.9518045116708305,0.74418896683659,1,8,38.70681429618063,0
Coursera,Linda Chen,AI & Deep Learning,2024-11-03,2026-06-07,8391748fc71943a84aec1f98afbc7fdd3d3f7cca14f94da6c35e3548a561bdea,0.7572171713259059,423,0.8300165196402292,0.9937895839397226,0.8782551472239128,1,3,46.498804152771015,0
Johns Hopkins University,Sophie Johnson,Blockchain Development,2025-07-20,2030-06-17,05359722953459054e6fb032617e9881997c761988f9666ed318f20ff4dbae7c,0.826692827874605,164,0.7522898632753844,0.9052078792567564,0.8242763397030806,1,3,70.02762401419946,0
PMI,Michael Kim,Natural Language Processing,2021-01-15,2025-12-19,98199b25f92b93b37e137d3695a61e28cb78a02ff9deb21124d94d701f37d500,0.9142145294837426,1811,0.7889336195057447,0.9849118557478951,0.771386510756181,1,5,12.45706245916189,0
Johns Hopkins University,Robert Williams,Computer Vision,2020-02-01,2021-08-11,9771eb618b5c5602936dc05cecd57790ef47071c243481e1b656483cf022a8a6,0.7260374426395758,2160,0.9283083931283218,0.9628078551369023,0.956732738753603,0,6,47.22023284913382,0
University of Oxford,Joseph Rossi,Big Data Analytics,2024-07-26,2027-06-16,f931a2e017696cd42de8aad4f9635b40b29860191ba08fcaf836a2ad7740dc95,0.738627280158469,523,0.45697859936326823,0.9874544532355596,0.9042022842465967,1,11,20.11228234841605,0
Johns Hopkins University,Joseph Brown,Robotics Engineering,2021-12-20,2026-05-27,610cafc1093536aa5276158b1cfa6241d566590c50a59495fd806dfb8375ef4c,0.9699200504215757,1472,0.9113396342261821,0.8784778983454041,0.9266597059648937,1,6,16.378932450620802,0
Harvard University,Robert Hassan,UI/UX Design,2020-11-02,2023-01-07,0a2446bc0dae491cc65b7599dcecef920355e1c7e1326a01f9c86fa213802aea,0.8133069270926268,1885,0.9336802026445142,0.9559584333177719,0.7437709836520368,1,8,15.443530452672988,0
Cisco,Christopher Miller,Machine Learning Fundamentals,2023-05-14,2025-12-22,018440ee665464267483568c9741f6bea685de77e0ca937498c8efbfcf5fd027,0.7731523099972684,962,0.696290591906005,0.9019680433062273,0.7877616780216126,1,3,24.82313671442884,0
TU Munich,Sophie Jackson,Big Data Analytics,2021-12-26,2024-07-15,c2e993678f0ee56678a2ca5634a372f42f9082d6b3ad9b76f75b292a3bacfdfb,0.9761427679463264,1466,0.9220880038232498,0.8924639477366647,0.8369379418582453,1,1,28.370383031072514,0
NUS Singapore,Mohammed Rossi,Database Administration,2024-01-25,2028-10-07,3944aacf76e7e54c211a30d7d942060aeba1d2bff2a63073ce2b4f09b1d4ac98,0.9303473617561987,706,0.8220362233293734,0.8999026264460707,0.9091149218727708,1,5,0.8695916551991801,0
CompTIA,Yuki Anderson,Computer Vision,2023-02-03,2027-11-12,c48736d1e5d3e42ecb8aea05bbbf13de55c101965328f7ce27a5e3637b011de5,0.8478196190958306,1062,0.8016975335550524,0.9669105549130037,0.8867572813212987,1,6,119.97369227049323,0
Cambridge University,Sarah Santos,Big Data Analytics,2022-10-15,2026-09-28,3dad713cd4f1787808fae2d242c24b2d7d61dd83b00ba85e95316cc53967fec7,0.9507640738030172,1173,0.8970902432973098,0.9766203714838013,0.974940403211133,1,7,11.753381937266598,0
CompTIA,Wei Brown,Quantum Computing Basics,2025-10-01,2029-08-31,9f528a972862e7dd757be3cae2ae19e75f9bd78164c6a200d4bf00cca646a9da,0.9834551293685221,91,0.6865626288996283,0.859079419923783,0.8063931475588766,1,5,29.477827320907153,0
AWS,Barbara Dubois,Big Data Analytics,2025-11-17,2028-01-28,43cbf2fcf5658bc81cbb358221affd7e2e524f31bdcc9197f9bb1ee5005ccbb0,0.798167040919662,44,0.9215342599982643,0.9395915005086398,0.8432751082048141,1,4,35.4941227827843,0
NUS Singapore,Arun Chen,Robotics Engineering,2022-05-14,2024-12-27,cd969e557938d47a735cdef4dde8bdd8411be009c49966e56fb2b887d46a0ba3,0.9022187775909596,1327,0.9373140716564741,0.8914703776070829,0.915042921821726,1,7,100.25603842857524,0
ETH Zurich,Wei Santos,Cloud Architecture,2025-05-14,2028-02-12,17299b5cdafc811735d0ff943468b8607006eadd946cda94134a5a14f86aa5df,0.6967350557328347,231,0.9002773951544679,0.9649273272218314,0.8870458515223104,1,8,70.32750216329624,0
Harvard University,Barbara Thomas,AI & Deep Learning,2020-12-27,2022-10-06,7c27ecd45b58b530c656a646b08ea1f7955ae56868dd636d9f42703a19f0df1b,0.7736956942086748,1830,0.7810658030158095,0.9381789596193096,0.7608747568710312,1,10,28.034777047472488,0
Google,William Dubois,Cybersecurity Analyst,2025-09-28,2027-12-17,e12ea4448f3c04ab06b708dd0f79fc10af1cec07efea6720714a9c22d2c8135b,0.8594199286898336,94,0.8144668706865239,0.9574449539400036,0.6447148901795217,1,4,26.631620924509935,0
Salesforce,Christopher Rodriguez,Natural Language Processing,2025-07-12,2028-06-30,b533cbd04fc591d61c2946c11d96a71d0fab94443088f0453dc084567d6a7cc3,0.7038711033975144,172,0.8417574756509671,0.8462386110151212,0.9698207173996303,0,4,2.117187342526502,0
ETH Zurich,Elizabeth Smith,Full Stack Development,2025-05-11,2028-12-17,880920d165f6745ced2f81420656a4b11dcaea3eb173ab90fdd60f1a5af90c24,0.9448470049725327,234,0.78537226680387,0.8682141617796617,0.9376159625717174,1,3,124.23034188018171,0
Yale University,Jessica Rossi,Data Science Professional,2020-02-27,2023-10-13,d6116286b36ba832e6a99cbd2c9a993dfc7f5167f59e8188b3a678cce98f333b,0.6296298600243515,2134,0.7669601553229746,0.7532177743558324,0.8866487462126785,1,3,81.29970193362655,0
Johns Hopkins University,Wei Rodriguez,DevOps Engineering,2023-10-31,2028-08-29,30cb952cc43cf11eea7f6a0e2c81c712e87c2b1154100bc4a848efe82125cf67,0.5569238920564773,792,0.8546914055273479,0.8745800104833702,0.991281608935489,1,6,4.333076173362225,0
Columbia University,Joseph Kumar,Natural Language Processing,2025-12-18,2027-10-08,d873328eb3d63c986ee9b1da333ebc3834582317a3fe0aff13fee83b67e55817,0.9570943614508186,13,0.9352347479458765,0.9624861444636796,0.775553237904912,1,7,22.498834620279137,0
FakeUniversity123,Mohammed Brown,DevOps Engineering,2022-06-01,2023-10-06,5b87cb4f05d416e2a3f6b399,0.2531,1309,0.15,,0.0623,0,0,55.93,1
Cambridge University,Sarah Wang,Robotics Engineering,2021-04-09,2026-03-02,486a07440302741ca66c1c00dbf7429ad95abea727b57f53eb30408ba19b3a7e,0.66452423834136,1727,0.5526804188176434,0.9559850790751186,0.8767989426941374,1,8,6.9270351035853235,0
Microsoft,Richard Rossi,Project Management Professional,2023-10-22,2024-11-05,ae620aa9fbed677a0c460dcc7ef9018a179d715eebb9b25219db46ce2572d0aa,0.7375615764084291,801,0.8715370282065279,0.9600807076759822,0.9499005649751422,1,7,3.91301633989366,0
University of Oxford,Ana Martinez,Business Analytics,2022-03-09,2026-02-06,6efc2c4963ba178a38ee1eb147418f19dc2bda73d8d1c89f47b070c6c67b9c18,0.7600846518413662,1393,0.7174511979773454,0.9012062197044224,0.9618564595905011,1,6,28.913572387843807,0
Oracle,Patricia Kim,Big Data Analytics,2023-11-23,2027-05-07,3c4c4e28e39e93434611cb53eaa498a76b5630d60f6c83136dff7bef8af4ba3b,0.6779161369117448,769,0.8393888276618973,,0.8255300431398521,0,8,6.682807827048287,0
Udemy,Joseph Anderson,Network Engineering,2025-01-18,2028-03-15,795683b26feb8f9fc4920c531131842c5ba78f914079c7e963d960c228ade0aa,0.7669824568153315,347,0.9572662645813932,0.9465899039017338,0.8551769715397385,1,7,42.10751944315722,0
Microsoft,Wei Rossi,Machine Learning Fundamentals,2024-05-28,2027-02-12,89fb1c0b9241e9e6c2f678c2fdc746ea6c9518663949abd81ed74a2051018ce0,0.8674401203410842,582,0.9313270319568311,0.9205346655898241,0.804758156143483,1,7,15.541858430001986,0
AWS,John Garcia,Cybersecurity Analyst,2024-09-24,2029-09-21,ce3a47cd158d46873cd686dfc58e463a0e4b09d195ed95520c35b605f33fe035,0.7503875454509314,463,0.8832370527429639,0.8722322475186282,0.9070168516453299,1,7,55.853773838660096,0
Google,Priya Rodriguez,DevOps Engineering,2023-11-17,2028-01-17,c9c1e981b47a83c3b937950ba67bc3e54533e2844d208112ca8d2bd69b5dece9,0.9178024373917693,775,0.8082049373963252,0.9602244240756713,0.9758455142827935,1,7,41.77117529251373,0
MIT,Arun Ali,Digital Marketing,2025-05-12,2027-10-27,897b2f12ae6891c2deb24fb1e1c0a2a7556fbc6f507fdb4597f9a666c29658e5,0.9437960900250344,233,,0.8822779944855023,0.9614559347146118,1,8,38.324376554778034,0
Cisco,Karen Hassan,DevOps Engineering,2023-06-18,2025-09-30,0b16d6a5aeedb3505eaeed53eac15f22850691c26685d5d64a7747e9d02625fd,0.4960541605493659,927,0.8355733661988372,0.9024195253070122,0.9941770689240785,1,6,101.19626937739704,0
Stanford University,Fatima Davis,Mobile App Development,2020-04-26,2022-11-15,c697fd8eb9d7e845ea7df2107da44c9b015d2d25f1a66cfacde7694e650eabc9,0.5517274848472008,2075,0.7186283775554289,0.9264503484030219,,1,5,12.548164951279906,0
IIT Delhi,David Jones,Data Engineering,2024-02-06,2027-05-31,5da8867b8af180e0b11ced5a94489b8f6dbe6693b9cb2838137e1c4fdf0af236,0.8761753535424834,694,0.8645660071244297,0.9107798601680956,0.9140474918206919,1,6,28.410360860288147,0
PMI,Ana Hassan,UI/UX Design,2020-03-13,2024-02-27,2fe63b0af426c5b1c102a8fc762b3bd78d2d8c8a394b17531048548c63d6b98f,0.9078555900817477,2119,0.6156020098413076,0.9730360371826863,0.8421979330809407,1,4,33.899794022879476,0
TU Munich,Carlos Thompson,Cloud Architecture,2025-09-27,2029-09-08,c0e75f4efeb4c1b9736fb10c93baa4b4261e526af91990753a95c3a1b4e187e9,0.8705038362829778,95,0.8342797673218244,0.9293673409725778,0.8414192190602107,1,7,18.288676020537014,0
AWS,Arun White,DevOps Engineering,2022-03-15,2024-03-19,5646dc05c86df1142969808fbfbe5710d77c723f2272fed8e9c241d6c71d5152,0.0384,1387,0.655,0.613,0.26,0,0,94.31,1
Cisco,Jennifer Johnson,UI/UX Design,2021-12-01,2026-02-09,00a6d11d6b04ad89d557b4082dc9e8a63f6dd5fc2b202d5095e5ecd97cb52b44,0.9302894997692284,1491,0.8709211895039703,0.9116434012255747,0.9342174792764326,1,7,15.083371452459945,0
Cisco,Barbara Jackson,Computer Vision,2024-09-18,2029-03-18,a189c8483fa8cb85d3013f5e3c568e284a2fb7630c3302b8ce4c01085ec1e554,0.808411817269394,469,0.8720421607074763,0.8570481022785391,0.8892433247815631,1,8,0.19989187176882736,0
CompTIA,Carlos Ali,Full Stack Development,2022-03-30,2024-12-10,ace8db92a0b1cc78621a63a69d4c2c65752cede4bd787ee8b3d6b18037ef11b8,0.7041996129116945,1372,0.9434681021143365,0.9303139621431907,0.8917784237900842,1,9,45.72834563864556,0
IBM,Mary Jackson,Cybersecurity Analyst,2022-04-30,2024-10-06,54353b9d4d47c4845c0886cd0e01916f2a9be210358cb1458fa376fc9ea649c3,0.7481800305071895,1341,0.7555973736122812,0.9979832573555067,0.8347364915193144,1,5,9.586946490834062,0
Johns Hopkins University,Richard Thompson,Big Data Analytics,2023-06-17,2027-10-03,4ea7d9ee25587720174dfd25e7ada79695db301498a671796f2dd956a75a6331,0.8082278895674159,928,0.9104714717431256,0.8822408891372024,0.8810957814930396,1,2,22.9174515632185,0
Yale University,Jennifer Davis,Natural Language Processing,2024-10-09,2029-04-21,e5f702d4da0e9f528138517becec7802632616b7975d168e7b5c5b0e229391bb,0.8057778650761593,448,0.9106798499426043,0.951646609526818,0.8164302808964814,0,8,33.08835685698837,0
PMI,Mary Rossi,Computer Vision,2024-05-03,2027-07-20,68bf916d238fed352a8f1d19c9aeb1927bd34a77ceec787d8f198d93f3c0477d,0.8505115813677018,607,0.5196240969802454,0.8974320868934886,0.8854173950252766,1,4,20.47979597450378,0
DiplomaMill Online,Michael Johnson,AI & Deep Learning,2023-07-05,2024-09-24,283c10e361a05a3af5fa2a4738d65029e52f54f91ff7d14eb5bd60b08594506b,0.2921,910,0.1406,0.7416,,0,0,96.45,1
AWS,Fatima Martin,Network Engineering,2022-07-03,2023-10-15,7455cfc952c75e814e4bb9ec23b48bb562ad8f15307ee37d00ae9965dac2c2ec,0.9496417733219864,1277,0.7390771672484315,0.9539378256830939,0.8107309613102219,1,6,79.33651136364877,0
FakeUniversity123,Mary Jones,Machine Learning Fundamentals,2025-01-19,2025-12-26,d352a9de,0.2503,346,0.117,0.5796,0.2889,0,1,64.3,1
University of Toronto,David Patel,AI & Deep Learning,2023-12-31,2027-02-02,8d9dc5278a19e6ad1a320f2515be1c6de871e441dc3ecc3847b4eda0389f7912,0.9677481821012196,731,0.859422696103816,0.9093827812745361,0.9190279379892524,1,8,27.43958825103142,0
NUS Singapore,Carlos Chen,Business Analytics,2025-10-27,2028-12-29,05b8d694948542104874cc7ac21b5ddbd93f4de155412f9d570e30cad0fe2463,0.8800558409298157,65,0.9937563250192705,1.0,,1,7,4.666009184219943,0
MIT,James Rodriguez,Database Administration,2025-07-29,2028-01-02,a24802b9fa03736e7c5282b1b051cb7e32c275e7c1c93e7db20291683a48be36,0.0309,155,0.2579,0.6772,0.3641,0,0,23.2,1
NUS Singapore,Jessica Anderson,Full Stack Development,2021-12-11,2025-02-15,640c25abeac13aa5429e4a35d4352e4a5c98adae03282f0aaafaaa79524c40c6,0.8065127096897563,1481,0.8506485629344558,0.957459106211788,0.8112845730673736,0,5,56.047400512163094,0
NUS Singapore,Carlos Chen,Computer Vision,2020-05-01,2024-12-06,fa0eebd3e11464e1318fa98f663ccf13831daef0da9470b4640286b2337b8792,0.851697701030855,2070,0.971101877208827,0.9855969805896374,0.9689661331688946,0,5,7.930716667312559,0
IBM,Carlos Patel,Digital Marketing,2022-01-20,2023-05-22,aee83e7dcfaabeb637810319aa72fc32cd1414dff85bcc7f08f61ef2c19e9e20,0.8898933133322805,1441,0.8023560411059846,0.9335962067337185,0.9039376190141049,1,7,24.92583745938658,0
Harvard University,Richard Dubois,Big Data Analytics,2020-05-18,2024-09-01,27ab0c95,0.1525,2053,0.1125,0.5247,0.1349,0,0,21.27,1
Coursera,Thomas Garcia,AI & Deep Learning,2020-05-14,2022-10-31,021d26e10a35d8398e3d1589cafd14048333123f3e5f0b3d4103cd73cd87e791,0.6951177408716361,2057,0.653920879373292,0.9496172291827978,0.9383402695746651,1,7,17.93366579540163,0
IIT Delhi,Elizabeth Thomas,Machine Learning Fundamentals,2024-10-08,2025-12-13,f290e52a7074703d89ad61f88a25c8d0051d44af3e28665bde03af4eaf93d6a5,0.0744,449,0.1743,0.761,,0,2,38.51,1
Google,Michael Wang,Data Science Professional,2023-07-05,2025-07-20,5645cf819f9f257bad59a8fc3f77ec97c720ffd18bba145a4b64df15836ad4dd,0.9562802815929083,910,0.9313688603488971,0.9461420394145243,0.8070180675304797,1,5,26.990210199902954,0
Stanford University,Elizabeth Tanaka,Network Engineering,2020-02-07,2022-05-06,647ba8d9c708786507f801756d1e252e594ae6788afaa9748335b336a3f845a2,0.8259580090181257,2154,0.7731932123742811,0.874792413196357,0.8530259817448277,1,5,7.016170605063098,0
Udemy,Richard Kumar,Digital Marketing,2020-05-05,2021-06-24,32e36060b96eaadd2b77abd0391e74b0f2b60f58527e94f3832e7f84847395e5,0.7314408574223443,2066,0.8375389800864064,0.9402763046609259,0.9833724093076192,1,8,106.77147563321992,0
PMI,Pierre Hassan,Agile Methodology,2023-03-17,2026-09-24,2e5d33d414459cc239498f1a28cd41a3ce09cb9897ef632e209896cacc5f2fe4,0.6544819641253751,1020,0.6124106535943626,0.9808912413870231,0.9765737028576592,1,8,2.7872103139441595,0
IBM,Arun Rossi,Robotics Engineering,2020-09-28,2022-11-04,b9c4669b0a54f3274112d942612be9b4358096c732ffac2a2c72c36fa6860d4f,0.8028640708167962,1920,0.8163758998185049,0.9969641247172412,0.9027770349283978,1,5,1.3328624281525752,0
Columbia University,Wei Davis,Natural Language Processing,2025-03-11,2029-06-29,af71320b34b92c94ea5ed447ea91fb3fdc10e07f391b0359368e68fa2f53f15b,0.6960073511091315,295,0.6460231363024428,0.8588019835611037,0.9760542912411821,1,7,5.416012984163135,0
Coursera,Mary Patel,Cloud Architecture,2021-10-30,2025-05-10,822ab73589542023913cb93e313bfee9f8b1af395f467bcda748769bd0ff1a79,0.8259371162286224,1523,0.9318012091229432,0.9485814755183792,0.7109811967016815,1,1,22.22862996097687,0
Johns Hopkins University,Sophie Thompson,Blockchain Development,2020-08-30,2025-08-18,36b6b512920afb230633fa7b3a7ecdf18455331141d4e8abaf1679ee2e5e8e29,0.8481694575426564,1949,0.9378745274303497,0.973775502114806,0.9923405076147227,1,5,14.402549574421027,0
TU Munich,Christopher Rodriguez,Big Data Analytics,2022-11-21,2024-04-13,7cfed255a2acbc2a0f72de80ac5fa0561ac8ada151f7d0424922933ff865e2cb,0.40260513193877745,1136,0.964321961856187,0.8892383006779252,0.8322633321593468,1,6,6.128349094012809,0
AWS,Sarah Hassan,Machine Learning Fundamentals,2021-09-21,2023-01-27,4c2b9ad3ef4a425b98c7e0878263d340113cb72642ee8770040c8682eff16d12,0.7427098508106106,1562,0.6695873181053852,0.9225091549662718,0.9543563003677217,1,6,43.08675137496594,0
Google,Carlos Miller,Machine Learning Fundamentals,2024-09-16,2029-05-22,7aa07202e4e1c745e4a1c48a88ac64e3d080e6d016f1f3d0508b39d71b72d731,0.1639,471,0.585,0.6565,0.2186,1,0,65.52,1
IIT Delhi,Fatima Mueller,Blockchain Development,2025-07-28,2028-10-05,49aafc2c67e8f954e81234f9c8072baaabe1e3eab6dd2940441b4bce30c04a63,0.9087524088053218,156,0.6232714587764616,0.974011248733247,0.8489521094562805,0,5,35.98705970264458,0
Microsoft,Michael White,Database Administration,2020-05-26,2023-06-14,729be1890efad57972362e9b3e31abc44ca4f24c92988348c1372b2353df3407,0.9070423527395463,2045,0.5492997097418532,0.9060548136595878,0.8384893998863351,1,10,26.032486094413617,0
University of Oxford,Christopher Jones,IoT Development,2025-11-14,2029-10-30,b81d9a497b9190bbf52f2694ffa6940392f9b389fcd4df77e5d56cfa6506b58d,0.9163733591748794,47,0.8694872384216008,0.849983918037836,0.9269454505259328,1,6,21.738565629151626,0
Oracle,Carlos Chen,Data Science Professional,2024-04-20,2028-07-26,59352bf03820956975345fbdc71078b3e8a1e570f0cf47d1051b285cdc268b7c,0.8944469346151444,620,0.8394483772617204,0.9529132148061761,0.8011537817558231,1,8,16.021008472374636,0
Microsoft,Richard Thomas,Mobile App Development,2024-09-08,2028-06-17,5b630008d670f8def608b97a3beb1b3f1454b9c2bf7b092ebeb740f86b107257,0.8704280987978865,479,0.955243617554784,0.85538555941025,0.9775331311697055,1,6,19.14307872232686,0
University of Toronto,David Kim,Blockchain Development,2021-11-14,2023-03-09,bf1cf105f50da362f710a4b5e9b41f2343e272ac65c948eac4339f91884c0776,0.6943663777330469,1508,0.8858687936196289,0.9119189234422114,0.8837791649182529,1,7,46.14397575176181,0
Yale University,Priya Rodriguez,Mobile App Development,2023-12-12,2026-10-25,692b8fa593949d489e5d31013e3951957ed03a38042491d57a950f6f9625a29e,0.9267673122298641,750,0.7524160711362893,0.9375468943458851,0.6936079429065917,1,10,12.086055850027652,0
NUS Singapore,Thomas Wang,Cybersecurity Analyst,2024-07-24,2028-02-09,11043d4af5c4499de0dd3fdfa26ea79de32e54e569c24765b4ad3d2612ae9784,0.8942030949406478,525,0.8383831616812681,0.8284352531495282,0.9005738803545874,1,7,26.73322014686061,0
CompTIA,Mohammed Jones,Machine Learning Fundamentals,2024-02-13,2026-12-25,19c7788629fd43111a9283c3d7dc596d3f5a1fd26af599c007deb2b4017a9d8a,0.7378562278347205,687,0.7336082559314646,0.9299083367212757,0.8260005920990089,1,7,32.43441835417281,0
Stanford University,Robert Mueller,AI & Deep Learning,2022-08-24,2025-01-09,3b44a4f9245d12f0ced5f1fbb39498cc12418b71f9d9df923d0c9bd3962f4e36,0.743437661644809,1225,0.7117960332615443,0.9465481477476605,0.9357256796360436,1,7,96.37901580319873,0
InstaDegree Corp,Linda Jackson,Big Data Analytics,2024-11-24,2028-05-26,4da929d667d53867ed1ccb352add9c12f688f28d9f29643f4d3b8352f7e74f14,0.0409,402,0.3238,,0.1409,0,1,39.95,1
Harvard University,David Dubois,Project Management Professional,2024-08-01,2026-04-21,2c56a02ecec61a1c76ed1cab4686dde83c12f1c9a8970603e5667dbd661f3c62,0.9267313583579727,517,0.8267620004275468,0.8236779824126692,0.9827110266461608,1,8,62.013150583975325,0
Adobe,Karen Martinez,DevOps Engineering,2024-12-20,2026-02-08,04fc29fb7c024e9623b2468347d20d779a22b6a5dcf09c00631496cbcf9abc8a,0.7986654076469508,376,,0.9336045503388553,0.8565641126370809,1,4,8.245200837522205,0
Google,Thomas Smith,Computer Vision,2023-02-13,2026-10-30,916529aa271670a0d3b9e9ed5f66fe52de390c98981737ab1f061ec4917c85d7,0.7062109635864456,1052,0.9589353942124812,0.8777964470738056,0.6636142082780621,1,6,3.3237282472309824,0
University of Toronto,Jennifer Jones,Data Engineering,2020-04-11,2025-04-03,f28540920a2cfc5d2edb6c8130c417f50bd3079adec3c284405c733eac7fff7c,0.8447018067691178,2090,0.9476442587363934,1.0,0.8807702274350699,1,8,7.563907009339764,0
Adobe,Sarah White,Blockchain Development,2022-04-18,2023-08-10,8e4c1fdeb78523913f31e612cde39c1d52cedcea9b73fca921a3a2cbafbfbfad,0.8398030201066677,1353,0.7723893488027959,0.9064144325481516,0.9005213429190321,1,4,19.67694374465613,0
Harvard University,Jessica Thomas,Mobile App Development,2020-01-10,2022-02-09,12a4e444e8ffafe2fe6e7cc826d19b43de5690706f3407c87787ef4fa7b1e52b,0.8634295264627561,2182,0.9654136805459834,0.8922120678987644,0.8459883410845253,1,7,37.81735750095938,0
Yale University,Jennifer Miller,Agile Methodology,2025-11-06,2027-04-14,8af77122ce908588747242a1f2abdcfeb59157d6faa8a62282f7e1f73ace4190,0.9620622880672773,55,0.7947895864706881,0.9881453987496727,0.8926204271835882,1,3,17.474296720275003,0
Harvard University,James Kim,Data Engineering,2021-04-01,2024-06-16,88dc1bf962f234be5ca2ca0d661fda30d0d262209b2f0bbe2c383747636fb161,0.7923555220688581,1735,0.790141961904505,0.9133357799577119,0.9241353877562309,1,4,48.40309835302102,0
Cambridge University,Michael Johnson,Project Management Professional,2021-09-04,2025-02-02,c5cafb7d12bb9602bf25af7e5b9ce094585102abcd4aba4fbe01af7268918cbe,0.8519200133129979,1579,0.9820455394219505,0.9118997613578366,0.6664971706418917,1,4,1.8665631727866125,0
IIT Delhi,Robert Johnson,Full Stack Development,2025-04-11,2029-11-01,42b660eef475fbe5b1b72e6bce82903a34cafe098a5f07a7915ed1ad74c98d51,0.9700352733399887,264,0.9257254346720715,0.8557304760298469,0.8881957048984603,1,5,14.937973369490383,0
Harvard University,Elizabeth White,Quantum Computing Basics,2022-09-02,2026-03-02,7709b7b53e80abe82d935cdc33ef84805211a8ce4b9377035bdd5a31f89222b1,0.946200868306156,1216,0.7577006425729697,0.8226737356820568,0.9647461517729634,1,2,16.23697506037668,0
AWS,Mary Brown,Agile Methodology,2024-06-04,2028-04-04,3c1c3601b0eb4ce7ea91c248f70119fe542c3fcef51c45b233e1432731e25026,0.6551615828818804,575,0.6599529082767498,0.9844197746609724,0.8282136060070696,1,5,13.829337607975333,0
University of Oxford,Elizabeth White,Business Analytics,2024-12-11,2027-10-18,6895ab5eaa98f419138dcc0faface6975904dfd63f3e25a0a6c3d18a3ebdb374,0.9435466835443844,385,0.8092692159157985,0.9610946629456011,0.8446739099168846,1,3,50.90508610058767,0
TU Munich,Barbara Santos,Business Analytics,2020-03-14,2021-04-15,0db87e87f0eb44c78a2112ddc1cb1cc71ae9b61fb4de6460237e74bd6a7fc822,0.8282521037467698,2118,0.7591486872655299,0.9265000309188006,0.7724601109722691,1,6,51.20739602847537,0
TU Munich,Linda Santos,Data Engineering,2023-12-16,2026-02-07,bcb5924438c19a6749171d99d1e38f79e1ba63329478b34cdd833e404e2bc497,0.8706507359853735,746,0.9943424969336828,0.9153907628748692,0.7344131884511247,1,5,40.06861070860578,0
DiplomaMill Online,Susan Tanaka,Software Testing,2023-10-18,2027-09-11,0278e5008fa37ce596526c668caadf422980a3e580ca49af5199481d9781fd70,0.0855,805,0.3075,0.5669,0.1775,0,0,237.31,1
CompTIA,Elizabeth Martin,DevOps Engineering,2024-11-24,2029-08-08,27f5589d54ba442c97d6e65ba898df66bbb8bf1bd5edfbade0b9a0c71ed56c3c,0.8537419499813763,402,0.9403484546859217,0.861096034775437,0.8342532914548814,1,2,15.06140697402566,0
Johns Hopkins University,Linda Rossi,Agile Methodology,2024-02-14,2025-05-02,989590766ca2180b2b5195f9fa123e2ce39b2b6c275b37b10ff7c5f81eb01977,0.7417030270564157,686,0.9079013602681305,0.9656326852947095,0.664271357966202,1,5,34.61263369678221,0
Udemy,Pierre Martin,Database Administration,2021-10-03,2024-04-07,723b4bc7912e084dcc674bf9380598f5b05d98665715a6ad6a86d8abf732dc74,0.7893509785922669,1550,0.6848420743564891,0.9365256348153608,0.8828221432658807,1,4,5.805804460572365,0
University of Oxford,Patricia Garcia,IoT Development,2021-07-14,2023-04-18,9417ec1f3d35c2c33eec99a7c2d36d864fc587029f129ffcbae2110a6797a558,0.928513638090985,1631,0.7668354965296498,0.8950437536773412,0.6588287175666018,1,5,36.040975708295306,0
Harvard University,Arun Martinez,IoT Development,2021-10-14,2023-10-14,6c8f11803bf70ccc93a4404bee75ceebc98f0ae9ed8be652f7fe977ac56c359c,0.9076507954139834,1539,0.9733931335861393,1.0,0.9644093893069637,1,5,93.58073972383659,0
Cambridge University,Carlos Santos,Robotics Engineering,2024-06-24,2028-10-24,396f49521655b06396fb3ea19219d3333c7923d12a27d7d2e8bf0bb2f07024fd,0.9015302422941609,555,0.6525152940420975,0.8177941477764983,0.7465869152267613,1,2,17.430623761338932,0
edX,Priya Thomas,Big Data Analytics,2024-10-06,2027-07-26,06cb3f86477919a8919a32ae62a082e8111edcf45cc4f176f7806b14cb47cf60,0.8161159517847084,451,0.8519596080775644,0.9060339737232287,0.9404044349392933,1,4,6.401042378209186,0
Oracle,Thomas Thompson,Robotics Engineering,2023-11-10,2025-05-15,44e0f8b0baaaabd203b61276adc545cc25ea5c4a28f058e8e89ce0dcab3e9184,0.7974771649951461,782,0.9551143210418919,0.901602076538953,0.7726739434713962,1,7,10.59923338645123,0
edX,Christopher Chen,Quantum Computing Basics,2022-10-27,2026-02-13,58f9bfdaf5bde412d3a4a5cf98ef293a65e01866c5007ad7bd391fba115e9efe,0.7697770002456414,1161,0.8095184596753331,0.965867605018992,0.8233159071661507,1,7,36.455790589909014,0
TU Munich,Linda Thomas,Business Analytics,2025-10-23,2029-02-07,b59bbbfea90d01fcfd813d9fa614cb305d72a5785d079f9ab34dea5aa0ee5f36,0.8925600007517749,69,0.9129086780585741,,0.9715724750408639,1,5,4.1853698327641915,0
Salesforce,Sarah Patel,Data Science Professional,2020-09-08,2024-09-06,6d625011cfc7aad813ded18b580dc424bf738f894265813a4bc7c494528b2d9d,0.8581984075588085,1940,0.6609139744556635,0.8733870419275085,0.9330673262680024,1,9,29.04939762892678,0
CompTIA,David Ali,Mobile App Development,2025-04-24,2026-08-12,f45ee42eeb0013008e45da692f723df7508fa4e0f45c69a60d98bc94346e3812,0.8773220267162666,251,0.6568343787387492,0.9517569092002743,0.9014558970474011,1,8,47.536933545586606,0
Cisco,David Rossi,Project Management Professional,2023-08-08,2026-12-30,243750cee2ea11773520719f2d3d04f5b3056ed8f45d32eddb08d738e8ba82b2,0.8554277734139392,876,0.9874863672831165,0.8975775953809658,0.8909339077154333,1,6,29.209347937588255,0
QuickCert Ltd,William Patel,IoT Development,2021-08-20,2022-04-08,dd689b17,0.0913,1594,0.4,0.6904,0.0425,0,0,64.56,1
Cisco,John Brown,Network Engineering,2021-10-05,2025-04-14,99513fee9685a8b18b62ebe58cdca6cfbce389f9ee29b281778513bee45730e5,0.778484091871614,1548,0.6685867373310318,0.8667666388072077,0.6103405483159555,1,9,86.57370126512266,0
Cambridge University,Fatima Kumar,Natural Language Processing,2022-12-27,2027-04-09,7340e4f624b8d6638347a7741e0886f1b9b1bd629bb34c0020ce6822e54c3e09,0.801420861836026,1100,0.9936115425297233,0.9229766297200717,0.8258727440345476,1,10,23.077648053665555,0
Google,Mary White,UI/UX Design,2025-09-21,2030-02-02,d3c9d547b08fe63efa7377fb4e2ef4afe8e4ab35a54f0ddeb5a402abc1597651,0.8719529336031167,101,0.6890247235393882,0.9564356130646939,0.9088701476168907,1,4,60.151966827874205,0
University of Toronto,Karen Williams,UI/UX Design,2020-11-03,2023-07-30,ab9ec313e43898ce197bab3841141e4f39a387a7b824e4b516bcc75598d741ed,0.8425702274875468,1884,0.8408247033344655,0.8675643091219731,0.8302706924589288,1,4,72.60664213378138,0
Harvard University,Patricia Dubois,Software Testing,2021-07-11,2025-05-26,a3bc9e74859f1f97607e2a99e41c3887be6718640d1fcc8b1df2d5a4bacd0983,0.8807833581257901,1634,0.6780818366662293,1.0,0.8047398002127012,1,4,16.51507169917032,0
IIT Delhi,David Chen,Machine Learning Fundamentals,2023-06-04,2027-10-25,945afed6911a88e56db5eda9687aef25b99b5f4be91bb1cb74f39d0158b41d9b,0.9229494207724049,941,0.8353975409568871,0.9096572390940946,0.9354947314087195,1,4,73.00362132558566,0
Microsoft,Mohammed Kim,IoT Development,2025-07-21,2027-11-04,1687980eefef55a1bf52da9608eda28c8fdd4af92c9119e4044ec4b179936f88,0.7223672119194868,163,0.9716607106518994,0.9397299417494307,0.8130472388515627,1,8,24.303406701151765,0
University of Oxford,Richard Harris,Cybersecurity Analyst,2024-10-07,2028-12-08,4e55722268ecc8bae24af0265d1011f0d5e761dc27126ed108c704b4fb624f97,0.9909352540574282,450,0.9507363681405926,0.9917993503977834,0.9757980373601505,1,8,14.99372869076915,0
Cambridge University,Wei Hassan,Full Stack Development,2020-12-02,2024-06-13,05ad9b579318e622d4f9c35b521383f5451634449cd7ca1498a494b6ab5c55a9,0.9090605023381809,1855,0.935552264960472,0.9314455816571092,0.8967843509766872,1,5,85.67111068456063,0
Microsoft,Jennifer Taylor,Database Administration,2023-09-29,2028-05-27,89c55101,0.1906,824,0.3578,0.3777,0.1293,1,0,10.35,1
Yale University,Ana Hassan,Machine Learning Fundamentals,2024-11-18,2025-12-19,f528601ca1feba5d827fe4ba3cc25abf89d2dab5be5f776ff0d7964bdb0768f2,0.9063804762223249,408,0.44938622996993066,0.8559828817602256,0.7762912812994114,1,5,127.21578624661046,0
Microsoft,Linda Tanaka,Data Science Professional,2025-11-27,2028-09-29,06e63705b36d18cb76341a31558cbf6fccac9b73b8e8d0f41967e0689b8c7fde,0.6150971503588037,34,0.94306785059663,0.9261373756581358,0.838611961349445,1,7,10.116814348687889,0
Harvard University,Susan Martin,Agile Methodology,2023-04-10,2024-07-03,4f397abdcb3636df29f7cd09662e0d3e0986020e8c582ef2a6f1cd2cd1353a6b,0.7698190844306724,996,0.8310483161152958,0.9811403961066705,0.9729259147048616,1,4,29.947285168267523,0
MIT,Linda Tanaka,Agile Methodology,2021-10-11,2026-05-30,6f7378d422234795cec1b04ee1f26dc4661e44030fe96f42f505ea13277fef82,0.5902118325080994,1542,0.9562469593481792,0.9627567445796555,0.8132868427299909,1,7,58.82333204808254,0
Yale University,Elizabeth Thomas,Agile Methodology,2024-07-04,2028-03-31,bd0d10500bf143c96b02d9d209d3f6390bf65f0e7dc0b0eb8260e2ffd26058e6,0.8518360945461331,545,0.9201492074836037,0.954447634149598,0.9701995400615804,1,6,6.8060957944706715,0
Harvard University,David Jones,Computer Vision,2021-08-06,2023-12-29,71cecc3b04adf82929fe7ee9d4515ada469cdcc9ec8725180600700f99517327,0.5694120202056426,1608,0.9848358372735583,0.8896839707381122,0.9891792604564338,1,7,35.77425405775719,0
IIT Delhi,Mary Martinez,Network Engineering,2022-06-30,2026-01-15,1ec5ff2d0bac83397660fe7bd5bc943ec331db40aa9cce6c53394091dafee978,0.9277037656174635,1280,0.8286539263702392,,0.8339930250454423,1,8,41.88958556757967,0
TU Munich,Linda Dubois,Full Stack Development,2021-10-14,2022-12-16,656f8fee898e962d0d4db4034fd98b1a0b4c9d2af68de2f99cba3d2b369987c6,0.42581190268578095,1539,0.9440993846904016,0.9280659036970479,0.8738544423466913,1,3,16.645157969872795,0
AWS,Thomas Martinez,Project Management Professional,2025-01-27,2026-09-26,dbd88c6c53cc178b463fcd88dc9aff94f8f540c5d2fd3effa0bc9cd1fccefe0f,0.9619344870348107,338,0.836003128175604,0.860388045064614,0.6240870999242305,1,3,3.726365028282633,0
IBM,Susan Smith,IoT Development,2022-02-10,2025-11-16,d01256e456e0f2d6f5b5bd5e4c9f83801b68816cad62f235f6943fea5b1578be,0.8305707280677097,1420,0.7644363253863472,0.9457458934975213,0.9409860340188616,1,5,5.873854312749684,0
ETH Zurich,Richard Patel,Digital Marketing,2020-10-26,2022-09-29,c4ef9394f33a19555bf91321b5b291ac42642245aa2d7292e63d7e86463fbf46,0.767443514501966,1892,0.9133951680301259,0.8174813941819645,0.880076856671429,1,6,5.9553538258057745,0
Salesforce,Priya Thomas,Computer Vision,2025-02-03,2029-09-30,94e6a7cc3390529c18fad35ddc64a3626af2e0ac4a95050c8fad9ad05d2ddb07,0.7601157569029251,331,0.7413715038898857,0.9673283867143772,0.9882425145864072,1,5,11.78263856109013,0
Adobe,Arun Johnson,Digital Marketing,2023-10-21,2026-03-11,8852ae31812351059eb51499b791582ad96e62702d755e807b023b07eaa4ed58,0.7448883144104682,802,0.791829430664561,0.8615899506561501,0.9405271772832262,1,2,96.440724919991,0
University of Oxford,Christopher Miller,Data Science Professional,2022-12-03,2025-09-13,3703ee3bad0b40a842db9169ceb54917444e76f78455f9691bded861088cd27f,0.7160121376966628,1124,0.6882110196919926,0.8663058500954156,0.8420663364386547,1,4,10.70264866082149,0
MIT,Karen Thompson,Database Administration,2022-08-03,2024-02-16,7e6cd1b8ac75c30a13b27f27f3c7f281767e02f92ba1c9dd9481257a137e0f9e,0.8417814227938983,1246,0.8691287914601862,0.8840124307004147,0.9345227276801035,1,3,4.8664338024009375,0
MIT,Patricia Hassan,Quantum Computing Basics,2021-04-02,2024-05-27,6aeeee985c4645aaef22e03047437bcb9b55bcffaf80a8f96523d6dd1274775e,0.1972,1734,0.2555,1.0,0.105,0,0,3.15,1
AWS,Barbara Ali,AI & Deep Learning,2025-04-06,2027-07-25,f30e17323d1c9a1a7f42ecc5347c6a8fcefcf67ea1609e4bbe72d16f590cda9d,0.7762322254893397,269,0.550829587191236,0.9838901588500529,0.9514581852314155,1,5,8.541994197783165,0
Microsoft,Susan Jackson,Cloud Architecture,2020-10-20,2023-02-02,ff9462c280328c7763ecead3727d089c1fc39c9a869278e219ad3855b539c19f,0.8015201029065289,1898,0.9159110277662205,0.9461017895534054,0.9383431347081778,1,4,56.13551386104623,0
Harvard University,Elizabeth Dubois,Big Data Analytics,2020-03-04,2025-01-27,fe6bc159d5f858bf11dbf3f98efca3913a00905bfc58c1c55efb70809e56c0a5,0.8431456907157892,2128,0.9417689091586261,0.8328734211421825,0.9298123755159637,1,7,27.332135132501318,0
Yale University,Yuki Smith,Software Testing,2022-08-26,2026-03-03,a0e66b46ba4312ebb1c6de5fdf165e659f90ef4685ef277e3aaa8a766cb5b417,0.8444004663936916,1223,0.8614011533606519,0.8764167060854454,0.8575061989388415,1,7,5.719010062934791,0
Johns Hopkins University,Barbara Williams,Quantum Computing Basics,2024-08-01,2027-06-08,2702e519abe4808bff61be0cbca637626d6e2c99a0a64cd0322838c9e62e61c3,0.8341838104130734,517,0.987018684719397,0.867444983147971,0.6676811389759093,1,6,34.12271620126559,0
NUS Singapore,Jessica Ali,Natural Language Processing,2024-10-29,2028-05-23,905c43cbb971f317787729ac548a1495f5ad833cf266f7cf0a34262e38d34e25,0.7622921117525547,428,0.795760345421458,0.9670399718406449,,1,8,15.531340464823645,0
Stanford University,Barbara Patel,Blockchain Development,2021-04-14,2023-03-04,0a8165fab1ace719ba272e9ff4b543a2347ea3f1f976e4488234359d897b6606,0.8181067266965188,1722,0.2740375006546699,0.8963755475752819,0.731381038824887,0,4,24.667433124395295,0
Cambridge University,Linda Mueller,IoT Development,2025-08-08,2028-02-10,8ac977f1da3581ac178540475065fb68e763faba63ac1f17811a247da5942612,0.8950792803190981,145,0.8289049179306207,0.9560745251298822,0.7968232458449026,1,4,59.861639789880385,0
Oracle,Sophie Miller,Computer Vision,2021-02-11,2024-09-24,7afb9c3891b6e24b60d8384238262a9919bee0a2868e7a16500196a340da0330,0.7151862621683865,1784,0.6353481581973263,0.876374695833386,0.9431820762970687,1,5,114.6592439949823,0
AWS,Robert Anderson,Blockchain Development,2023-12-29,2028-11-17,b8834d227cedee25d3c66379a90fb2d2e7ecf7f4b287881bd47114fda625abae,0.939220497255701,733,0.9458898554728329,1.0,0.967331524745331,1,5,19.223421032416308,0
CompTIA,Barbara Garcia,Agile Methodology,2021-01-21,2023-06-21,c84bbd50dbb3826383c1f34bf88a43fac775d89df4a23e44f7cb786a3f221663,0.7373942064811119,1805,0.8977937364557085,0.8394638697388048,0.8169839344437319,1,4,28.495117673712063,0
Columbia University,Linda Thompson,Big Data Analytics,2023-09-10,2028-05-14,7d7e5c2c86f71046eae640969795a57ef3d8fdb67bdeaac54b8a2229f8d87f86,0.9585139704474426,843,0.9773689482096485,0.8491153878448622,0.9400862396906455,1,6,17.015206483855774,0
Johns Hopkins University,Yuki Kumar,Digital Marketing,2021-05-08,2024-07-19,f0fa69722f7a4350501b3481561f038c8073aeaebd62e6a9304c886322f44516,0.9034193752941835,1698,0.733946356340395,0.8928852358160481,0.9589841511640386,1,8,5.320078876040587,0
University of Oxford,Thomas Hassan,Database Administration,2022-04-22,2026-09-17,eca10220c6c442890161376d3def71cbac92f4b95b8fd7735113f3c781c492c4,0.8970673549422712,1349,0.8588603196646716,0.9293306884867569,0.6613291488087621,1,6,29.595025386802327,0
Google,John Mueller,Data Engineering,2025-01-29,2029-02-15,8a34b4c94089e860aeedf1704db18ae4bc5ecc7c5709a150f852f4f61c6fb318,0.6967581978869433,336,0.893191492422306,0.946757071772766,0.9588604121648333,0,7,96.69237795530034,0
University of Toronto,Priya Williams,Mobile App Development,2023-08-22,2026-09-22,110629647ca71b4ba649c8d5aafeb97bebc2b8171cc2871117a5df6db50a9fdb,0.8749645933048931,862,0.9645909014784144,0.9392417647803946,0.7736790187812025,1,4,39.26625287009367,0
Johns Hopkins University,Mary Patel,Data Science Professional,2022-12-16,2026-06-01,b0e79b10087a5e90fb8cb060120c9abe4106e92bdec9d56388cfae284838bceb,0.953373094728103,1111,0.9018624231832587,0.9046751565562146,0.981762523825932,1,7,12.450997914063814,0
Harvard University,Joseph Miller,UI/UX Design,2022-09-05,2027-06-05,aafb304c2705e213344674a105681b0d0739b64a1ea0db15f8b8b4e3d6c0cfe9,0.5664831230369417,1213,0.8758520488411887,1.0,0.7328970481356281,1,5,13.691029781187416,0
IBM,Robert Anderson,Network Engineering,2021-04-21,2023-08-16,0ddec60f5a36bb4f6dbf999e084809c8c940a388f7fe0720cb1f6d9844c57d95,0.8495727658778398,1715,0.889522065406253,,0.8204980497730507,0,5,8.69204750121278,0
NUS Singapore,Carlos Thompson,Digital Marketing,2023-08-11,2027-12-29,7e6ff4df6d45f14eee40e58e57b7254cb369b9e1ddb0f09b33ef8e2c9e4f632d,0.7282389488557149,873,0.9637443997183072,1.0,0.8910225989525148,1,4,19.25422810865014,0
NUS Singapore,Pierre Johnson,Mobile App Development,2023-05-30,2027-08-23,4b6032a70b31eea9a6ef237a5447613495522ee4e84ab1b64a398b1986fb9ac7,0.8435189571486956,946,0.8741371653322685,0.9142437667414558,0.8909610400179014,1,3,16.94885796956826,0
Oracle,Patricia Thompson,Robotics Engineering,2025-09-08,2027-03-24,bdd311c275b8a69bebb60f0536dfbfbfd3e31d9643054103f10027cc9e87eb39,0.8405617605361504,114,0.7948618566252573,0.9240563546421496,0.5243726939232515,0,8,23.035418154034225,0
IIT Delhi,Pierre Mueller,Quantum Computing Basics,2025-01-23,2026-05-20,100a1e8d05366890db84e6a5ea2710ba3e9a6f8e21bb89570b4b616cbb331c76,0.7981071294338228,342,0.9019136738155398,0.9933197150906228,0.9844307612213559,1,9,4.002309038592127,0
edX,Robert Davis,Data Science Professional,2023-06-05,2024-09-14,e553b7368df50d47be601d332a62ef10817778b9f11d4621832ee9b030b8c043,0.7419908433998024,940,0.49808301493105356,0.9060915407207978,0.919468630290485,1,8,146.48119593781666,0
Yale University,Jennifer Chen,Data Science Professional,2022-04-05,2024-08-22,3b8690571b4fa34b6b8abd6407c48dd70777c1c2bb88cb84ede31f2466cdc84e,0.8157557693373202,1366,0.8185946461914149,0.9515487244915549,0.7876896766005826,1,4,6.999833345905268,0
University of Oxford,Sarah Tanaka,Computer Vision,2022-03-12,2024-07-31,294b81d6d9d7b707e2a9f8202ae7085da8a015c7041d5f08244ead0117df27b3,0.8757172174794313,1390,0.792327197491387,0.9812216214312227,0.851394767080417,1,6,15.859831102479246,0
Yale University,Mohammed Williams,Machine Learning Fundamentals,2021-02-04,2026-01-11,a80b748ca114387af59b7f451a4237f56b440c58a10d092d9be0eef39c3a5e86,0.7532515138223621,1791,0.8522018430559967,1.0,0.6229745802604804,1,3,24.37671188430796,0
University of Oxford,Jessica Kim,Computer Vision,2024-12-29,2027-12-16,98be021ff46b2b6965d9ca811292619d0bbccb60ab8a456236b5fcc1312d0314,0.6190045508689632,367,0.8082984217473642,0.8693669193414243,0.7546485774314076,1,8,35.55252975909441,0
DiplomaMill Online,Jessica Mueller,Data Science Professional,2024-03-11,2028-06-08,5ee59563790f60e56afe72359aaa6608cf0edb0bea26cd49f4b7a7b3700105ac,0.0417,660,0.4,0.6993,0.0186,1,0,13.48,1
University of Oxford,David Williams,Software Testing,2021-03-05,2025-04-16,22fdbcf940707b2bed868b8b8d0f222db676fe4a48550fd2895aad7a94848fdc,0.8032421306904917,1762,0.8626762619742327,0.9408973542818361,0.9588332435746914,1,8,25.412623800824075,0
Cambridge University,Richard Chen,Full Stack Development,2022-06-21,2024-11-15,a118f97da7c00d963e8148172eed66f5ab95d1c8d03cfd3c3f0605f61b8fbaba,0.8942303438254546,1289,0.7870168126738077,0.9656131584427412,,1,3,36.5325103660237,0
IIT Delhi,Karen Martin,Quantum Computing Basics,2020-05-09,2021-11-11,f0a5815ca7ba068f6420b0e45dd0b016eafdd91875a897e619c2ab5e8cee2118,0.5900966751537011,2062,0.8190581753680614,0.9148795035125671,0.8367910810547803,1,5,30.063485301233378,0
University of Oxford,Richard Kumar,Digital Marketing,2025-11-12,2027-08-31,3d7ddbc78a31a8d5b8f874452117a79afb7afa3b01f04da1c38dfa16e8eeb736,0.5498532646047734,49,0.8679605842360898,1.0,0.9051541548872609,1,6,49.84174712107836,0
Salesforce,Fatima Kim,Robotics Engineering,2020-02-23,2021-08-10,04a065aece5797676a3efc0d297ba85e60b014345a75a03035b45bc89756db39,0.7558287815469651,2138,0.69741781192476,0.8615099416733099,0.9552572904188996,1,5,0.8967884415494859,0
Microsoft,Yuki Taylor,Machine Learning Fundamentals,2023-05-17,2025-06-11,11c11334b373e46116f37266b3a35c2c63292093fdcb081b3013870f4043aefc,0.8469752830330863,959,0.61875625156378,0.9356714645564196,0.8545690390211399,0,6,18.153259309293556,0
CompTIA,Carlos Rodriguez,Agile Methodology,2023-08-16,2026-06-28,6a2182b1b540c6e0f96857ff285bed768efbf70c72e30cc4396430541f39fa4e,0.9290671676236361,868,0.8255206398639287,0.9437361190822137,0.8457803478627192,1,4,26.364477270985546,0
PMI,Michael Rodriguez,Blockchain Development,2025-01-06,2027-01-11,49f32ed517411b0f4ab4f31f5d09bf4416a39dcf9d787793af53a95049b93c99,0.9070610702015217,359,0.9743469308384647,0.9321921836246754,0.9172456699289332,1,7,108.19988906118775,0
PMI,Arun Thompson,Full Stack Development,2024-02-22,2028-12-09,635c454414bcd68606d95f9197643111b20352c0f1f25eb008519798c2ab765e,0.980867092544405,678,0.9459907414144848,0.9645261088822734,0.7076436347667551,1,5,5.733994334451759,0
University of Oxford,Linda Martin,IoT Development,2023-12-29,2027-03-14,dbb6458489ff86e393ac43c4044d9d234f26cd692688913bd505e9b2e38341b7,0.8229510174902053,733,0.7182790798476175,0.8975539614419034,0.7926249600056686,1,4,10.443545791849324,0
IBM,Sarah Kim,Software Testing,2022-03-16,2025-09-15,5ff51d10db77eccb8bf4dc2fa3dd2027253242fde802de7ae83d314256ee22d5,0.5361262688693336,1386,0.8858070911489297,0.850919138735166,0.933061561912117,1,4,9.952633950678129,0
Cisco,Joseph Kumar,Robotics Engineering,2025-09-02,2030-04-07,847e21c56f8dcb67db4dcf934e4ef0bd781d999a7b06c6c277b82976550465ca,0.8823972558485274,120,0.9724287702350085,0.928996515590567,0.8310516099904777,1,6,2.955814198808092,0
Cisco,Pierre Martinez,Project Management Professional,2023-04-26,2024-12-10,88f217ff2dfae4808c1276b8278ff2e7e04108574a7b2c36baa99c9c50ae849b,0.761248343522284,980,0.650573649666226,0.9672934821842073,0.8912268277614143,1,8,16.409177816271267,0
Coursera,Mary White,Natural Language Processing,2025-10-04,2027-05-23,4587029a697aa284af3754af06997063a9560d818d3c731d94b62677cd22ab5c,0.7590483179423344,88,0.8770738496374407,0.8946936963012941,0.7000361460429656,1,5,79.58218817443942,0
Cambridge University,Thomas Mueller,Robotics Engineering,2025-10-31,2029-01-07,546be2e64fd5a43675d21d682316ca05cb075d5c85015fd7a227807b19eb5b2e,0.7467873393864689,61,0.6669664800174941,0.8756838284223498,0.6326630589280348,1,6,62.39901200657854,0
AWS,John Smith,Business Analytics,2023-04-03,2027-03-01,607c71899a8864aef447e11672d3231205a1bec9b0e23cd1d11fc33ac6fbd4e9,0.610650021017581,1003,0.5790500236983225,0.8152735936250258,0.9042291717406331,1,7,18.822143339142418,0
IIT Delhi,Jessica Anderson,Cybersecurity Analyst,2024-05-09,2028-10-14,f07c8135c13675aec9e19e8b64d7001f28e8b1fa7dcb1baffc7ebc5474087503,0.7472254508073659,601,0.8863448554288085,0.8705473501262152,0.9777468273097658,1,2,59.105645177723275,0
Coursera,Elizabeth Martinez,Full Stack Development,2020-03-21,2023-11-18,e546375fea9f7776972cf435a9634fef052ada8ef0ed08b1c7337cdbecce5638,0.8801625956550684,2111,0.758133106815456,0.8799383302643201,0.8528928272608547,1,11,35.85525451129429,0
Columbia University,Linda Johnson,Business Analytics,2022-07-27,2027-04-01,6c568151d532f75198229894c9f877c199796bb9486f39d09e726dd9b5602cac,0.9138556019508588,1253,0.6638146939240545,0.9442180411721083,0.6464092658646732,1,9,26.4777940520579,0
Cambridge University,Linda Patel,Software Testing,2020-06-11,2024-06-21,f8f2712b6a5846876429e56463a7267294c088921c59d57f91b428b04a676f99,0.7775589464010044,2029,0.9063692413763367,0.8529785831047798,0.7278094145778483,1,7,23.45251016465072,0
ETH Zurich,Karen Taylor,Project Management Professional,2020-11-12,2023-11-07,3d7c62d462f9735500dc8e4c70d8cd448a6acab71b3e49de123007256cd9204a,0.5546490050577862,1875,0.8805009792224484,1.0,0.8690836478513839,0,6,5.082852860456033,0
AWS,Patricia Jones,Data Engineering,2020-11-28,2024-03-16,fd4ba772cdb24869fe2284b94974fef2bfddfcda7829cbc5abcf7ff8f10f7b01,0.9060396523690869,1859,0.7783709474590864,0.9077360866544596,0.5718788679617361,1,5,26.938337546973578,0
Stanford University,Elizabeth Dubois,Quantum Computing Basics,2024-08-30,2029-02-14,882cb17ae39f3d3644dbcc0982081464c10f956226517f2dd5f745834416d00d,0.9574102504713535,488,0.8453733571744806,0.921562687997898,0.7241786163231605,1,4,76.38269009232594,0
University of Toronto,Joseph Davis,Business Analytics,2025-02-15,2029-05-31,1853821cfed1cf94128f752d5323ba818dd381b1bf86eaa02f2838a2c34da447,0.6571184120205518,319,0.6641533897120536,0.9870514558472651,0.8472043961990394,1,6,45.677181665859386,0
AWS,James Kim,Cloud Architecture,2021-09-17,2025-01-08,affcc1f85d874b40270095a501e5f71d521a525ed0b8f56f47b66df8a8763339,0.5199649276368637,1566,0.606197177166427,0.9596612858905049,0.912458278434393,1,8,60.52558587472387,0
IBM,Priya Wang,Digital Marketing,2021-01-20,2023-01-18,578bc7cdcccc9ffe58c453904ee0a2b7e9e1cde29f477c6a24a2512f55a890d3,0.7471130056185016,1806,0.9466275107520737,0.9246413427523276,0.9603322794829626,1,4,55.66759491013068,0
Cambridge University,Linda Rodriguez,Software Testing,2022-04-01,2026-05-24,3b39ddf07a499273331061da6f53ac3389ebb79fc384f99ba8c06e024c34bc62,0.6004005047579761,1370,0.874906921042761,0.9236705164839787,0.7239767899933373,1,4,92.8511686182983,0
PMI,Fatima Taylor,Robotics Engineering,2022-11-17,2027-02-27,336b2882d0c7386c7c70815948c6103d485997d3be4903523add7ec8683dc790,0.8592805133158892,1140,0.9303260092921926,1.0,0.9082189290513115,1,4,7.937127684212805,0
University of Oxford,William Dubois,Business Analytics,2024-03-22,2026-04-01,1a87228788b8caf412bbae56d6213a958899618df524de0901e37868d4e8d76b,0.9264773362274055,649,0.7127777163548448,0.9222642065975517,0.9273783163390424,1,3,15.71224794767907,0
University of Oxford,Jennifer Williams,Big Data Analytics,2024-12-31,2026-02-03,b284d83a91638da5ad5295d29a4258266c5bad8b280c27cd1c6564587b729e03,0.9012331578826389,365,0.6738231936412363,0.9585368509081751,0.9302031741617179,1,8,16.763356296868135,0
Coursera,Elizabeth Ali,Project Management Professional,2020-02-16,2025-02-13,8cbeb6cd2ab7f59b29877aa7d2e44498dc2c97008d66cebb88314f56d568d814,0.5655209548713047,2145,0.7402491839614513,0.9361022708936985,0.8432215542824513,1,4,26.834957000441488,0
Johns Hopkins University,Michael Wang,IoT Development,2021-07-12,2025-03-21,3bc1ff6f98aa02bbfdfda9262ca5c4fe576b12245631b1afb8b9541219dc870a,0.6930938386977474,1633,0.8865244186051499,0.924661512369813,0.9454928815463345,1,8,18.34590880839825,0
Harvard University,Mohammed Taylor,Business Analytics,2020-03-29,2022-12-29,74c1dc4be88b164ef54175061d6a399f4739f7cc2b3238e6da1a7939037533d3,0.8483936484462218,2103,0.8499633942269795,0.8910286259749409,0.7656558453484712,1,7,30.891313440628455,0
Johns Hopkins University,Arun Anderson,Quantum Computing Basics,2023-03-12,2026-02-15,3e40d066e59ce0b4242f2097f5613625dfd5d0225fe218c738c4fd140bad6c55,0.8320562988128782,1025,0.8310363612862244,0.9145761340786194,0.8914843189621362,1,12,39.65562630478383,0
Cisco,Mohammed Kim,Business Analytics,2021-04-12,2024-12-26,ae319fe441ced9d0e5be97d27a93bb4fe35f26722f738c9c2f94d62dc36894f2,0.6517389436159752,1724,0.9444010798620459,1.0,0.9267012464904859,1,5,9.98995676259709,0
IBM,William Jackson,Digital Marketing,2020-10-07,2023-01-17,05e941481e7cb5df3153b393b671b21572deb386a853f724a54d0397147a07f8,0.5051564390914399,1911,0.6626249570484517,0.9259604945362012,0.9734248696278196,1,2,23.534678932583518,0
TU Munich,Patricia Patel,Big Data Analytics,2022-12-06,2027-01-04,760f3188569325cd94cd9fbdab894a4ce1d4d7efcd5e13f0c33ab503b7ca7641,0.9168601462932738,1121,0.8361340302543301,0.9113012603681107,0.6846320342790221,1,9,2.678971988578351,0
Salesforce,Jessica Dubois,Digital Marketing,2022-03-23,2023-08-09,24cb2fc45aa120f205a04009bfb91794665072c973d2095798fd1ddb4bab25ff,0.9309522321119199,1379,0.7904197388736446,0.8884775840305902,0.8960154076446618,1,4,20.109015735472784,0
University of Toronto,Jessica Harris,Digital Marketing,2020-09-06,2022-02-02,d7566d795e5232b78a23fa7f347ce48bbc1d21604e39e64684d9100923cc2403,0.632395437206591,1942,0.6173640884562454,0.9489905018058842,0.8114586109414605,1,9,15.319274527106966,0
Cisco,Christopher Rodriguez,Cybersecurity Analyst,2024-12-11,2027-12-07,c2cd45d64008907b266234594f016b4afa6e4db2cf13e451c7a3ad8c6d399341,0.845115134492488,385,0.9445237872311493,0.9831112106001066,0.8413670850769639,0,13,35.21428173066375,0
Oracle,Susan Thomas,UI/UX Design,2025-11-28,2029-04-19,421829a0951b4ef0c8e1fe3b2ddf153ea3ba59c7efbc40d896af58f1740f5834,0.8929684789095537,33,0.881283275610131,0.9600254155754299,0.8945791009447607,1,5,25.12288743936665,0
TU Munich,Karen Garcia,Agile Methodology,2023-06-17,2027-08-05,683eec2be2795fbf21b96646e4b319dac15ba0594b1f9e88e7f494f4d1600cfb,0.6781390915739484,928,0.8965633352185354,0.9192771110963672,0.8137960193021464,1,9,38.15682280073536,0
Johns Hopkins University,Jennifer Rodriguez,Software Testing,2023-08-15,2026-10-25,f671424404e7624392fc7aa28f8f29f57696bcaa010d6f9d89c52d32d0beb46b,0.9449891492379022,869,0.8615671267359712,0.9657586609023858,0.9601149377076239,1,5,39.421648895039105,0
Yale University,Karen Jackson,Cybersecurity Analyst,2025-04-03,2029-04-27,77eaed09a6c8993eae6a95392e5b7dbfb5186156bfff796594476bce1f528011,0.7575565108104109,272,0.815260266342598,1.0,0.956738019586171,1,7,24.86000348771474,0
AWS,Susan Ali,Blockchain Development,2022-10-22,2027-03-01,6993f1df2cece7e0991a6bd7dd8119c24cc54ff8d3cf432862cd802ec5eb365f,0.8275114584772767,1166,0.8603043048374621,0.9134183108627468,0.8893243379868846,1,6,12.570047495820148,0
Oracle,Fatima Williams,Project Management Professional,2025-12-05,2029-10-01,ec030006bbb007e9a719fc549502d150ddabad0ef18466c910a592899fd7d55d,0.6525585850405047,26,0.8903545978898837,0.887907008569173,0.7619630972509772,1,9,31.813231028814318,0
Microsoft,Jessica Jones,Database Administration,2021-02-16,2023-04-04,1c16fbe3e65611c2dd10b4aac97f70e87acff318601db8c70fee3369d33a6d6b,0.8876925794667695,1779,0.5025649370753935,0.9729686991729144,0.9725268732050509,1,5,138.4128423957902,0
ETH Zurich,Jessica Anderson,AI & Deep Learning,2023-05-27,2027-10-30,f43f6de87006233484ca3374e490b6e5e6ee7474a5201d19d4677ffecea5a161,0.627926279986831,949,0.7373459404494579,0.929591550770764,0.966601758565681,1,4,63.11009503395303,0
Cambridge University,Priya Ali,Big Data Analytics,2024-11-02,2026-09-10,a344dad058a8a141f4ec576cf7987f11e1800f493d6ecb5e384c2a034127abb0,0.8505113814009521,424,0.5398459127143928,0.9774593565362646,0.969437608430116,1,3,19.526317877302734,0
Microsoft,Mary Martinez,DevOps Engineering,2021-09-11,2023-06-07,fc6f504e87e4fd53bafe0fb30dd47e4b514103f5769b73eeaaae291f5a302dd6,0.627963106186373,1572,0.9782969412063357,0.9058860351024851,0.9857912937046434,1,11,15.573028185912545,0
Cambridge University,Thomas Rossi,DevOps Engineering,2021-03-06,2022-09-13,3870685b9ab849ea6db7e87ea7d532eb41b3d395174b261a98b90bc65f62c7ae,0.7319420643017378,1761,0.6959279941984795,0.9174777779629548,0.8286140327489859,1,5,8.653491259642623,0
IBM,Fatima Jackson,Blockchain Development,2023-03-09,2028-01-16,6bd9bef62160716bb248fcf7a2d20e9fa66560f4e720af029f4b6d69ef6b4826,0.8861640186240015,1028,0.8565977264955951,0.8907409413657843,0.8343970875873424,1,8,6.275101918350679,0
Salesforce,Susan Kim,Data Engineering,2025-10-16,2030-07-09,48af68c542f730bff03b7151573cbcd193b71c2a99fe9b21c5b416e3e38ddc86,0.7618682201735888,76,0.9910645909239159,0.9832802109453347,0.9428434163501561,1,4,1.4154117447206627,0
Stanford University,Sophie Smith,IoT Development,2023-10-04,2026-08-30,7c3597186b0dec044e6bbdcbdf725c222eced0c8450bf5a63516eca163e6b0df,0.8319737183048757,819,0.8661882419869109,0.9041007584158022,0.7424885449625054,1,9,3.018881702335234,0
Cisco,Elizabeth Anderson,Mobile App Development,2024-01-15,2028-08-03,431b7e26679a27f66f687134d947689cfb34b8026030384cee4f3f488b23809b,0.7618507451645938,716,0.8685247196064676,0.8935510209804144,0.7754818107611274,1,5,49.28695778785981,0
Microsoft,Robert Taylor,Digital Marketing,2023-03-13,2025-09-15,7ecc5a5378030060a69927d9a0f1deb3d9eaf2fedaa7fe31fd82bcee0e6bda0a,0.9338850245040655,1024,0.9841473456402453,0.9322501032200414,0.79846997245212,1,9,39.58769380028902,0
FakeUniversity123,Michael Rossi,DevOps Engineering,2023-10-31,2026-04-28,073b9cd068e06c6c14235f4d490dc88ab6161f62351258f66e2dc6b01ea61002,0.1074,792,0.1847,0.8238,0.3514,1,0,18.79,1
Columbia University,Robert Harris,UI/UX Design,2020-06-25,2025-03-05,a979ed8a1c096df6a76a73a06ead74deeb520104ee851473dca89ba0eeb75196,0.9082347339130961,2015,0.8759920375667629,0.7732771522363603,0.6046944581434618,1,8,14.963306446849797,0
IBM,Michael White,Machine Learning Fundamentals,2021-09-22,2023-09-05,b30b749791d3cadb7b2456ea11868ddb89d99544e3dfd3ca7c38183d7043db70,0.7924538901508572,1561,0.5846269801720169,0.8872655437701406,0.9147882425516006,1,4,17.697530397341126,0
IBM,Robert Dubois,Blockchain Development,2024-12-23,2027-06-29,01219a4a5a1adeebb42bdaa9db6bea00ca2c4d21d6d8aedcf9a400e74701041e,0.6720158418937556,373,0.8979891289248284,0.8835078401004803,0.8555144316631317,1,3,3.1676755865158137,0
Adobe,Joseph Brown,Data Science Professional,2025-06-20,2030-04-15,0ce8a6b3f27232e0a25dcef4f13221d740d2a5f22cbafebfddecbeab7cc38e2e,0.8250227231708541,194,0.9798183253250231,0.8884162410461591,0.880818794774534,1,7,13.195434996872514,0
Google,Arun Santos,DevOps Engineering,2022-03-06,2023-12-02,74e24e800a4362072209e212f9adcfd715cd506592c3ba46e5d8a7b18cbb191b,0.9456783594119935,1396,0.9414187355257183,0.8845881181395461,0.9744434546128975,1,7,25.44564732237213,0
InstaDegree Corp,Priya Kumar,Project Management Professional,2025-05-14,2027-12-02,d8df70b05c923998c62b5c54adb6bea9213e7fda92a48c27805d279b45a41d53,0.136,231,0.5149,0.4521,0.1541,0,0,13.28,1
TU Munich,Patricia Kumar,Cybersecurity Analyst,2022-09-11,2025-09-24,5981986dc1b91ddc252cfc5ad7f47d3553d9050f649a62cb88aa8c44e309712e,0.8809365798622251,1207,0.7989309247019853,0.9288262651322517,0.868284079099069,1,6,36.79376140965685,0
University of Toronto,Elizabeth Kumar,Cloud Architecture,2025-09-14,2028-01-24,695bdcbe55d5ebe32482267a5318760bbc81b388d2e4af0df478760a08b6b129,0.7063158644826311,108,0.7190665941031844,0.9724190361587147,0.6376229310989863,1,12,10.436430994911868,0
Cisco,Robert Patel,Computer Vision,2024-11-11,2026-09-20,cb9c300ff252879cd7404d38406a727c2272690b9a845adb257a359445e26185,0.7255630293823867,415,0.9409150859106079,0.9546332274298894,0.8213689856728135,0,10,47.42460992506023,0
TU Munich,Joseph Thomas,Full Stack Development,2022-05-01,2025-08-07,d357f713d26ea82bad6da0d63e52ac15ef29a4460facb8c7e733807b768908ae,0.7039332331236032,1340,0.8426242697441486,0.9545202373020427,0.9013282557587836,0,2,29.058928558697477,0
ETH Zurich,Susan Thompson,Network Engineering,2020-09-28,2023-01-04,df2748e50a94d42e0e985ece6249e52d10fed3f8e52c4f42f9a4c8ae8b3e84b2,0.8331848371569768,1920,0.6593663292659673,0.9058436654093511,0.9547465366228599,1,5,34.93571794898534,0
CertForge Academy,Jennifer Tanaka,Cybersecurity Analyst,2024-01-14,2028-09-23,4837f086a9364a0a200933f0b7f0854461c06dab0d85206a5e2ed81731ee499b,0.2463,717,0.3034,0.6324,0.2218,0,1,1.38,1
IIT Delhi,Michael Ali,Network Engineering,2021-10-19,2023-06-20,0b24a9928f1878cd0f51910e68b5544e3475bca64c628d0022696a1628b1e365,0.8548432976392791,1534,0.7974776702155814,0.8657187055048438,0.752522093129095,1,4,9.29573293310282,0
AWS,Pierre Tanaka,Data Engineering,2024-10-06,2027-01-18,259f34d0c5a67c4f83f5e769c8f948f18010dd8c0a78c52d639dcf51ed2a06bb,0.7882769010619831,451,0.9737977374107514,0.9375317866922946,0.9017029914435128,0,15,64.41919281021426,0
MIT,Priya Tanaka,Robotics Engineering,2021-12-20,2023-03-24,edc93d9cb125f1d3abfdacfaf52c6b88cf68a03959489dee9b9e244728ee3d0c,0.7812897517092892,1472,0.7419000549785075,0.9752928841223909,0.7694829602866892,1,4,84.60933243414895,0
Johns Hopkins University,Sophie Johnson,Database Administration,2021-02-21,2021-05-03,842040d93d874e91b810c98743dd069d591b05b2945569eab0b0245f245c9ace,0.5028,1774,0.276,0.6437,0.0055,0,1,91.32,1
Coursera,Jessica Martinez,IoT Development,2025-11-10,2028-09-30,c83ec75cf617a07475eb26256b8f49dbedfde63f071e92c7bdb0704cd03b91ab,0.9094475037499881,51,0.9030347210681559,0.8648331894671657,0.9610771746088327,1,1,12.968004044974416,0
FakeUniversity123,William Dubois,Big Data Analytics,2020-03-03,2020-06-11,d73eba763fc538956bc974b0ce7e834150e4430f132da9edd14e28a87334c42c,0.2943,2129,0.0724,0.7497,0.1557,1,0,226.82,1
Yale University,Ana Harris,Agile Methodology,2025-10-05,2027-12-25,b5ca857686b4f2d2d80bc6f14234f9d818989a232d0de9ff38d749417c9db583,0.8967924461483018,87,0.9079592554136483,0.9352853198523152,0.9157405688120056,0,4,39.19735565747141,0
AWS,Michael Brown,Big Data Analytics,2020-04-11,2024-08-21,819d8725407b9fc6eb1eb11e326e71c9fff71c34dea72736cc9b0aa7d0f17e1e,0.89453001889299,2090,0.9728623129275168,0.8871015633084745,0.7513437818010708,1,6,6.1664926491281395,0
Coursera,Yuki Smith,Quantum Computing Basics,2022-04-16,2023-10-17,230871a3d46e57bc6ca9629d0a1d8e1c6fc36cabbb1365d84ac14ed029b35153,0.7213238185414615,1355,0.6697399941841664,0.9818248663301921,0.8483009457299934,1,6,54.64684026963287,0
MIT,Michael Brown,Cloud Architecture,2023-04-26,2027-04-12,2c3f055035ba383f589650412a66bad346cad2030ba0383bf0c1eafbe333bae2,0.6921391186661702,980,0.9448791475117474,0.8729312542355693,,1,8,96.0649771914813,0
MIT,Jennifer Patel,Full Stack Development,2025-06-29,2028-01-21,51d3f2e5853b29bc6f2e17faead9c2a48ce420702e668c09bc9af737b340f1ab,0.46197372114110047,185,0.9257739828642817,0.962152303180634,0.9898079620303918,1,5,65.82756789871937,0
Harvard University,Jennifer Brown,Agile Methodology,2023-11-27,2028-06-08,e15f99226246d16a8fbf05f50893a2a007248211da3c3243b3ed4234dfa67d1a,0.818720219393045,765,0.9566148558881591,0.8419940254438727,0.7282306817080153,1,5,55.66837084064437,0
CompTIA,Robert Mueller,Natural Language Processing,2022-02-20,2026-06-26,cc19a3e8fa7bedeca29039252688f2108b0018c0a06bc42324c5b9ca1c98c975,0.8879913137881134,1410,0.9481016658376082,0.8805016482163259,0.642324999650706,1,2,1.7999423770771465,0
PMI,Jessica Ali,Agile Methodology,2021-03-30,2022-06-13,aaca7cc2835869be5b4efdd8c6b50c29192e14815d76bb8345fb43932443041d,0.6106870690987901,1737,0.7524137121626163,1.0,0.9479186074828126,1,6,41.32056035150997,0
Yale University,Thomas Hassan,Network Engineering,2020-08-28,2022-02-04,da899f6f640a632499b76f4b071e24baafc9ce3b69630f8d385c44774005e09b,0.8897965947440871,1951,0.7160871276660062,0.9626432574334971,0.9578345736363254,1,5,21.978495927509005,0
Cisco,Jennifer Johnson,Machine Learning Fundamentals,2022-12-16,2025-06-25,65747efbdb6accdef8df9ac3dc7bd1948d22808712eea8f2e34968d5b28e5885,0.7484208801048853,1111,0.758512481802961,0.8712299237646122,0.6156906209151115,1,4,35.656610620643015,0
PMI,Yuki Martinez,Project Management Professional,2020-06-30,2023-03-17,6b340bf3ba629967d7c55d7e40b90442b9c6ae3d7c0fe7705231daf3fc114cc9,0.904244222495603,2010,0.39640567107563857,0.8955836821319079,0.899137204634065,1,5,7.521394461443942,0
FakeUniversity123,James Hassan,Quantum Computing Basics,2021-06-18,2023-07-18,048a8b436ad32cbf402b43753868f176dbe1b56c6431b6f19196b694841c4831,0.1261,1657,0.3036,0.6404,0.0496,0,1,72.83,1
Yale University,Yuki White,Quantum Computing Basics,2024-06-23,2026-02-09,8e5d20162cbb43aaf60adacee8732e5af16a879c48d58bf0301b9cb2e0869626,0.429817338427302,556,0.7416332374587224,0.8511313242339846,0.8766412416188376,1,5,32.115211990043285,0
Google,David Thomas,Cybersecurity Analyst,2023-04-09,2027-04-25,56c381db8772fb9c44c2f874606ab9051a029c190abb1fc17ebeeec33095cdf1,0.9015675167558854,997,0.5632718067661299,0.9073560368689382,0.9756945902764884,1,7,9.479292062314439,0
TU Munich,Thomas Thomas,Cloud Architecture,2022-06-26,2026-05-23,34a9cb56abac7598f9df73882ae16b52ffa68ef241beb3c31a0a35fbf24e234e,0.760027039470116,1284,0.7007017331544059,0.8628752737569199,0.6582439442947098,1,7,51.460871975924015,0
Columbia University,Wei Thomas,UI/UX Design,2024-12-02,2026-10-06,cfd8e31139211cd6e708f208e06d734686c20e3cdbf274411a7baceb65f2f5ed,0.787983166043765,394,0.9451949691604314,0.961023221882152,0.7556828199285356,1,5,10.89646541818351,0
Coursera,Barbara Kumar,Mobile App Development,2024-06-18,2027-07-06,bd9addd7f687ff7a2c98ce6f21ed97a5494832fe4652816b912da0ad85dea158,0.9494947962661955,561,0.7166171385014428,0.8813213940115783,0.9143557250650508,1,5,56.22320954890382,0
Yale University,Jessica Chen,DevOps Engineering,2025-04-16,2028-06-26,df4e69e6ddfcab9e7296b7265fe24f970f40eb237f14508139f7f4ef218c8557,0.6976678780870014,259,0.9055642552542327,0.8949292008059517,0.9365448627630797,1,7,15.669412228982509,0
PMI,Richard Taylor,Agile Methodology,2023-09-12,2027-05-18,c7f5c4b461b83bcba1a8ec0bb5c0977e44fa0db27130b617470f4fe01592f0d2,0.6975889227512623,841,0.8801936926281595,0.9429071743412455,0.9431507829632868,1,8,7.4832499224088735,0
Coursera,David Wang,Digital Marketing,2024-08-22,2029-01-04,bded1a0aef32224e4ace97ab6ecd88139d425f264e1ecb7812a05cd0d25da4b2,0.773287342118633,496,0.8670737297425958,0.8609611983854836,0.8251978742658007,1,5,38.936082762337506,0
Stanford University,Priya Thomas,Database Administration,2022-02-20,2024-12-27,623d2ac63c1458207ceb34848d302587bf825568891c2478d504123ca667f48f,0.7738386895641111,1410,0.7779625889121243,0.9276933746609288,0.8911089140776088,1,5,8.79436403876709,0
TU Munich,Sarah Ali,Cybersecurity Analyst,2020-09-22,2022-05-24,a5e9472e5aa19fc5a7aefb25d0826a58e89576821e61f7c649b682001c595141,0.719330612361277,1926,0.9343378445749777,0.9065383085711037,0.8107575906146457,1,5,40.200004628128305,0
AWS,Susan Williams,AI & Deep Learning,2021-02-22,2025-07-18,cdfad15da32e2a812049367952b6dadec32f03e5d08924ada2bc135ae7c92f55,0.9027713004715597,1773,0.9967498795229525,0.9816300261565445,0.8537503675041812,0,8,24.923076336946078,0
Johns Hopkins University,Yuki Rossi,Cloud Architecture,2020-07-17,2024-06-09,3332455d7a3fb8e2f766ba67f9922a664e9966816cfd72a3246dae7193f09757,0.7481991353853821,1993,0.5878724762938747,1.0,0.9153344293201926,1,7,28.58200423768196,0
MIT,Joseph Davis,UI/UX Design,2024-04-22,2027-02-26,a0fc9969f9b067a81965bac267c791b7d2df2f61e575a171e0dba111e8877f1c,0.9326808587493973,618,0.8000877988713951,0.9638507040751699,0.9752473010335035,1,1,12.836373575661758,0
Google,Thomas Williams,Robotics Engineering,2021-11-01,2023-07-19,313a85658096dccde0c0fb961db5912ba3a784fdb9e97007edcd5b5e1ebd9dfa,0.804043417233371,1521,0.7343622935003709,0.9150410465023221,0.8675790538205957,0,7,2.12688390075623,0
Harvard University,Arun Martin,Big Data Analytics,2022-03-19,2026-07-28,ac4e24df6d5e6e44ebc38798db39099141649f44aaa052fb71c3a0f74e00d6af,0.8603716898990684,1383,0.7865022194962845,0.8543555015497347,0.9153617024371855,1,6,20.604986000912774,0
Johns Hopkins University,Thomas Martin,Quantum Computing Basics,2022-01-09,2026-10-05,bba6cc59e31329aeb237d9636f1fc62e3af96005c1edac923b6a1f895c29aea5,0.7552627951643498,1452,0.9063138502504534,,0.8336977932781253,0,6,19.23512534059904,0
University of Toronto,Yuki Santos,Data Engineering,2025-05-20,2028-05-30,639bc2c13414be9ba7e05d13a81078b1be7de6dea86bd7c950621c5320b80cb4,0.6330793966315529,225,0.5780566203987865,0.9165565018685771,0.8409783034056089,1,7,25.34540537991181,0
University of Oxford,Thomas Ali,Data Engineering,2020-12-29,2022-06-21,4bc57da6e7059ea2a08e0205a03e775a0d100ed2dcf56377edc9bce3cac59fd0,0.9493633477805289,1828,0.5675835912888323,0.8980933682668999,0.8064821959550301,1,5,33.019030068543,0
ETH Zurich,Susan Jackson,Data Engineering,2022-09-29,2026-12-09,98a1353fff7bec1b886ddf6057c6550b5779d27eb5c57c2ac531e163676acc00,0.8207233528740615,1189,0.9946699603079242,0.9874086621136142,0.8294561527883654,1,8,9.783484975856938,0
Harvard University,Barbara Kim,Cybersecurity Analyst,2020-11-01,2022-05-11,2fec21ee2cbb9be2d1685e6f90a1a25414d4f179ae1431b24b4a397e1108bd7b,0.7191777445934997,1886,0.965707406383999,0.9142077117160381,0.9164535530714607,1,3,1.8340959402567725,0
Cambridge University,John Williams,Project Management Professional,2022-06-03,2026-05-04,cafe3e4638cff2d7c3aef17d67b2df3f5bedbcecb919f7905e4c0f1ad5f08895,0.9264301547221104,1307,0.824624835879256,0.8011879034392899,0.7351487846050256,1,3,9.854266916903182,0
Microsoft,Robert Thompson,Mobile App Development,2021-03-25,2025-05-19,f3b9e256deaba8e9ae4ff212f7524c65045fc199144e27e03b2a118e93f082d8,0.6128033258125007,1742,0.9112106151841062,0.9433225090222707,0.6046497140813186,1,6,115.5856436688781,0
Stanford University,Sophie Tanaka,Machine Learning Fundamentals,2022-06-23,2025-02-17,e988ea3de4d4c9e4555ae56610195d3b03a39bb2454463c6e3c7ec1ebf61c15d,0.9017838767453338,1287,0.9941566720864357,0.9127434775677904,0.7091012364241155,1,8,3.619990492517148,0
CompTIA,Jennifer Patel,Software Testing,2025-12-23,2028-01-26,d84c26e00071330acbfec014c3a97c6f7bf03a539ab9d4b1dc8a486f65a1f285,0.8898034242694808,8,0.912621414184785,0.9260825696038061,0.5584360635104708,1,9,53.029608707231475,0
NUS Singapore,Mohammed Brown,IoT Development,2024-10-12,2026-11-24,8816de0e6ebf0dd7f76d68d276216250c32a9569f0205dda0e8ee7ef8224a8a0,0.6663735133000946,445,0.9720245700977356,1.0,0.9409871172628586,1,9,35.96952651245728,0
CompTIA,Robert Rodriguez,Blockchain Development,2022-02-25,2023-07-21,01e190d1db651edf48bfd770ff040ab9deeea6e5a49bccaff7875560a83f50a0,0.9229640142760701,1405,0.8238277926613636,0.8817855851146452,0.7203606022823239,0,2,6.5030598938416775,0
IIT Delhi,John Martinez,Agile Methodology,2020-04-04,2024-09-04,11a23f2ca1590725b481e623f3e86bc22c74e4886b48e61c464fecb638de3506,0.7492552482088777,2097,0.9771130475555868,0.8777551472738016,0.8688045403976491,1,5,18.66100672748009,0
PMI,Pierre Ali,IoT Development,2025-06-13,2029-02-14,36a94f65e324a747d7375f4dde49e37002c1404ca9491386e164b6bb0a1900e6,0.7550626444287186,201,0.9066690249320549,0.9215996468769951,0.9642259158157647,0,10,46.5137398317055,0
Udemy,Thomas Patel,Quantum Computing Basics,2020-06-19,2023-12-01,561ea669707a90498ec3e4febe47251e02514dbd586314b3274eeea6b0dd704f,0.6749220487988142,2021,0.8656681666188233,0.9153590759652623,0.9424727485815992,1,7,13.049789763779833,0
Stanford University,Wei White,Business Analytics,2024-10-13,2027-08-03,45e94a505565e465df8aa5ef904151a769efaccc00f17476bb7ecaebe30d4864,0.9270888328177054,444,0.7324543867913019,0.9775629502366698,0.9451362023619084,1,4,11.353994692717318,0
Microsoft,Patricia Rossi,Quantum Computing Basics,2021-10-21,2024-01-08,18493567d4b981ed7546888981cb0a0da9f5d067e996660dc5f5899c035db5ba,0.7530347277977685,1532,0.5613430265444368,0.8893262386613384,0.7664095180590046,1,5,39.98522088138846,0
MIT,Elizabeth Jones,AI & Deep Learning,2025-12-19,2029-01-25,bca703cb003cc1dfa5be3d6ff72cb81c8f61ecb7254304c03dbcca07888caef9,0.8142732437924629,12,0.6770750504543391,0.9503888334880515,0.840659571666744,1,6,0.23598088090309613,0
Harvard University,Christopher Wang,Quantum Computing Basics,2021-10-11,2026-01-02,d130b1e098bf8a459105ec4536e46d2ad50e2baa3fd0e4bee8326915d8343976,0.9120684203067735,1542,0.9610294362034127,0.9543933781777075,,1,7,15.696547702583914,0
Cambridge University,Michael White,Machine Learning Fundamentals,2022-05-20,2024-01-18,914a161629d3e53484ab4e9f93c6c2498a9e665863d6067184cb9b139fc8b660,0.5930655229088152,1321,0.9587655476208523,0.9397913011678364,0.8699781355917744,1,12,38.74447742893585,0
Columbia University,David Jackson,Big Data Analytics,2020-12-31,2024-10-20,0c1a2d666b9de2eb5bc99197d1f192dad05eb60d96ea305d6c6f198c0267ef13,0.9098980494322259,1826,0.8764037253310657,0.9388638340908173,0.8595460087874536,1,5,15.369360239662333,0
University of Oxford,Jennifer Kim,Full Stack Development,2025-09-23,2029-06-02,4c39d3890c5ebb373f38d266c3a8e5c7b6e36b0715aba4f699ffa9f863c5393a,0.6802672477838749,99,0.9613679079272399,0.9023501109955465,0.7404515740603871,1,5,10.7606961706956,0
University of Toronto,Linda Thompson,Project Management Professional,2021-10-23,2024-10-20,14c1fc5190b245c3d29bc896bd82766ba99a17254e4c7ce6591e8640e144fc22,0.847893890162767,1530,0.6239721467419952,0.9259601087126096,0.908509232974421,1,5,103.89239551409659,0
ETH Zurich,Pierre Thomas,Cybersecurity Analyst,2021-11-07,2023-04-26,929debb3f33457f938d5a8648f7ef8da4b7642fad3284e474dfc634bba60a6cd,0.9452943394033584,1515,0.5274685878510542,0.9764911152799699,0.7009722307819328,1,7,16.802087702783297,0
CompTIA,Mohammed Kim,Robotics Engineering,2025-06-29,2029-10-15,cc89e7ae852015990b328bc467457704e5d9188eb7da007509494a27fc5289a4,0.6686396187994462,185,0.9280314248523339,0.9773975565945758,0.967760821474501,1,6,13.08512880254124,0
Johns Hopkins University,Linda Williams,Database Administration,2023-01-20,2027-01-11,8b557489313f4e3cafb4d3653733d1c5e7d84b812fc8eb9e2deb1182efe6ed71,0.9643299501233942,1076,0.8032745607163031,0.8629678654517005,0.5822965385037485,1,10,14.51326496592969,0
AWS,Jessica Jones,Computer Vision,2021-01-02,2023-06-24,cd4d3c10c18f80d560651e38fba025e3c22ffd74ba1b66aa3bf37b0ecde4416d,0.806312402312351,1824,0.8409930600340969,0.9531431616986892,0.7755455967039941,1,8,43.10993040512731,0
PMI,Priya Anderson,Database Administration,2020-06-10,2024-01-14,187fe7e1127ad474b1dd83b2413a8f4464e41354b0c5eca24cc87dd5ad6d4a80,0.7958659930423787,2030,0.9291475935254397,0.9676931001152536,0.9381071411007252,1,4,40.8194863180814,0
IBM,Carlos Dubois,IoT Development,2023-02-23,2028-01-20,9d2b15408a7055a9b99124eb768ec91c5ae35281395be3e876490ea1d4ddb01f,0.7587146941740914,1042,0.9624316593784678,0.9696510621429644,0.9809577180967002,1,7,31.605382109352455,0
Oracle,James Patel,Blockchain Development,2022-08-05,2024-01-11,8d1797f9a6d16d790c44d869ff2b0ca276cfb1e6d5b1b2c2b68a99acada60d52,0.8461942031583158,1244,0.8792481360331835,0.9322448650856365,0.9741918384580667,1,6,0.2889563433139254,0
University of Oxford,Michael Mueller,Network Engineering,2021-07-12,2025-12-30,866dc673a1ed26b64dcf4bdaaa200e99ada2622a938d443c1677538f70d29d21,0.679420123378964,1633,0.8550272306401497,0.8800381391164794,0.9649486856095636,1,7,12.50272143431134,0
Stanford University,Robert Santos,Agile Methodology,2024-04-15,2028-03-26,aa1fd2b449e485ea550114cc061cf95a3bd00089d0026875a2a9d418c99aea16,0.8210115030155309,625,0.8968982992704478,0.8330666758696521,0.853848981561044,1,4,34.005229336320404,0
Oracle,Karen Santos,Computer Vision,2025-04-14,2027-01-25,c6225766de9df731083620ba0db6bd520fb92854b34aa08f856acc6c6ce11462,0.4812313221628106,261,0.7178732252799825,0.9583868984940547,0.9624958274123361,1,14,58.22427060983484,0
Udemy,Sophie Martin,Database Administration,2022-09-12,2026-01-24,9b76a4f06e65b40b943c0ef5959878bea53bfd41b7408c9debbeab1463833f33,0.7418606067948731,1206,0.8479414198247591,0.8780944008209375,0.7214093695002527,1,7,83.57082272418667,0
Cisco,Barbara Hassan,Network Engineering,2020-05-08,2022-10-08,e94096d3a0b1a0267bca25f73507c37fc06c3d5b01c6b56d78dd3dd76e1165ac,0.9052710902246451,2063,0.6878578300947326,0.8671044693190273,0.8394403784894363,1,4,47.223652291159496,0
MIT,Ana Mueller,Digital Marketing,2020-03-06,2022-03-16,d8ae82f0d76f226dba72d7063378d81fe8a0201997f023620eb57514053db0ed,0.7711514101106146,2126,0.9728648854398605,0.9197326674704362,0.9439241999491417,1,5,5.88069693854058,0
University of Oxford,William Tanaka,Computer Vision,2022-06-21,2027-01-29,43fd32a27d0e9ddc0c2e7c35c625d1001b65438ae51ba6792f64ad840029acfb,0.8630497667630593,1289,0.9894144914992693,0.9398516113223986,0.8347798171335592,1,6,41.231913697170796,0
IIT Delhi,William Kumar,Software Testing,2020-11-04,2024-11-02,815f720d75e5ef922608601428ab76d6dd0e46f58597dd86272b31f8358cbfeb,0.7120505334105415,1883,0.8312269604668097,0.9702725203592302,0.8690595536906007,1,7,166.28908910493925,0
IIT Delhi,Barbara Johnson,Agile Methodology,2025-08-22,2029-11-21,a9a7074b0e080f284eeabeaa6b2dff3fe7155de4e3a816758f9d322af8ede129,0.7841566897430239,131,0.8036241816826277,0.874629316353202,0.850496736710736,1,6,51.665009813006634,0
TU Munich,Ana Santos,Agile Methodology,2023-12-16,2027-05-28,7746e3fa1c7b27d852a988cf0c767b82ebe47668fcbf2f3a0fd50b2f2b872fb8,0.8963042966713675,746,0.840222958771728,,0.979785078001878,1,4,102.4158067327076,0
IBM,Elizabeth Santos,Cybersecurity Analyst,2022-09-11,2024-12-23,4e59daa1f05a35bcf263f2409e6ba16d5a03807cb648bc01aa93f9b118dde417,0.9244538962162223,1207,0.7208741230854776,0.8773929938937052,0.815816061453637,1,5,13.1789546693782,0
PMI,Priya Brown,DevOps Engineering,2024-11-01,2026-04-02,826c4e2260b3f18e0763fadb7e437cfa3bf4302310040d252c87f6ee6af962aa,0.5387899119462592,425,0.6393598054752019,0.9328628023514669,0.9328912252756939,1,6,15.341507480680578,0
Adobe,Richard Jones,Full Stack Development,2022-10-31,2024-02-17,49bb6e28ec2d9115b2123772c26b6fbc346929b31255eddda2407da6506fd945,0.8327477856754952,1157,0.6925057269256073,0.9087493956667816,0.958514593524389,1,5,64.61466743713622,0
AWS,Christopher Rodriguez,IoT Development,2025-03-02,2029-07-29,a17bda4d914b4b99390b9e870a355971d481c7d2bb9dc313dbf791e181954b99,0.9115039162564083,304,0.8430093635598034,0.8286428284371715,0.845425327966185,1,10,28.235825969620663,0
University of Oxford,Wei Martinez,Natural Language Processing,2025-08-19,2027-10-22,309b7d1cd86b0b6168b0189048d1e96d14517bb27b3e3cd977cefe8602bf654b,0.77641691073071,134,0.9794948012722589,0.9378245145891758,0.8126693309906283,1,6,19.326081546632086,0
Coursera,Pierre Johnson,Mobile App Development,2025-02-10,2028-05-23,e2abd190a8db2fa5b23107ab5a0e26076b1041e6f0e77f273247a9cbed1d6f4b,0.9493629230250175,324,0.5604737236000624,0.9192159232871592,0.9514961463496476,1,5,63.30947099713218,0
Microsoft,Elizabeth Martinez,Big Data Analytics,2023-03-14,2027-03-26,6858d94fd3b6f90b0c8d164c286d25459ad915a82ebfd64bb3b1e672b0e76058,0.9494539921142878,1023,0.9442024294585684,0.9048067782284537,0.9157170643572714,1,5,42.21172357987757,0
Google,Wei Martinez,Software Testing,2023-11-11,2025-01-07,0228c9b924dc45d9344c55d63d4b37534f05e1d4907475fdc8402c36c3c64944,0.7440818483889161,781,0.7650288793135556,0.992864624956789,0.9217774698401393,1,7,54.257930974856585,0
Oracle,Karen Thomas,UI/UX Design,2025-02-21,2028-07-13,085d86d24190219982f196281a1d8f226b5fc4987657fa134319c5dc27937168,0.8111014668313653,313,0.9583169529393333,0.9645566834418184,0.6910569594309823,1,6,68.8286731924019,0
Udemy,Jennifer Anderson,Software Testing,2020-10-08,2023-03-13,ec9ac9dc00bc472295539deb550a5e04f211366658e95b513daeb2e93b60e2ea,0.8878569887633246,1910,0.8309673006871091,0.8573662767502983,0.750229359454195,1,7,9.415494792642832,0
Harvard University,Linda Wang,Cybersecurity Analyst,2023-01-31,2027-03-28,f6f85ae42fd710ae1839560213822e37ebea82488735da484eed877a263385b5,0.6892786052434466,1065,0.9362191469235966,0.8557481186032153,0.842564650076192,1,9,4.567577788844139,0
MIT,Wei Garcia,AI & Deep Learning,2023-07-12,2026-07-26,3803651dc2d4f9b15030f2c74e66bbb257aebfd2df14b99e768a9e91129e20b1,0.7180841807555814,903,0.9165386510168043,0.9269978794852264,0.9892355367671692,1,2,8.721545478999724,0
Johns Hopkins University,Elizabeth White,Blockchain Development,2022-09-04,2024-06-06,bd7675e12098f912800db4faaaa9bbbe702cb261147dc85de0f6ec90e2ab6eff,0.9049296954450577,1214,0.7275460158357194,1.0,0.8065496241317109,1,7,38.39781820937808,0
Microsoft,Jennifer Thompson,Cloud Architecture,2022-09-07,2027-05-28,2714ce0ad0166256a7bb179aa1c8ca1ee94022a64816d813b172fa3a9e8239ce,0.8677327274194945,1211,0.9213056295243868,0.9105587866903413,0.9689187891176148,1,8,22.737214562829692,0
Stanford University,Fatima Martin,Cybersecurity Analyst,2021-07-02,2024-04-21,151d17b032293490b11e95f8e66637a7e3de1206b06b1de2cb1cbabb6d1d4e62,0.9498979323975343,1643,0.9418402974778837,0.8827517784722707,0.9244246284609311,1,9,31.240456492175312,0
NUS Singapore,Jennifer Martin,IoT Development,2025-06-20,2028-07-01,ded835cd9bd4f8f8a2abf0846bff6b140b499b1d7a9bb557e0a36766bb6c6c73,0.1046,194,0.3818,0.9517,0.1793,0,0,23.84,1
Yale University,Linda Hassan,Cybersecurity Analyst,2025-05-18,2028-07-23,a5e1e7735c30033608fb6f7882e66c17f6fd83226eab24612c5cb7cebd02bba8,0.8838111501600829,227,0.8595823617893357,0.9645934866896595,0.6577660096016745,1,7,10.563969120862547,0
University of Toronto,James Rossi,Mobile App Development,2022-10-16,2026-04-15,1788831af094d208c8d319d7d2d7cc15b50a35ef9a631ba519a85edcad3b2044,0.7485516433336169,1172,0.6664157793167882,0.9075821963983297,0.7503181911448632,1,6,5.337828501896092,0
MIT,Priya Mueller,Digital Marketing,2025-11-29,2029-05-16,938744f3cbe1db0997fb11ba5b2e2cdba78f5655285143e98dc735849d5fcfd9,0.7421375981265301,32,0.5963778292200788,0.9994368140070236,0.8248276670917613,1,6,15.373635025319475,0
Google,Mohammed Kim,Computer Vision,2022-01-27,2026-10-19,46648231afcc6b63bd2a872229ca8013b12216e2d059752efebf325ffd312beb,0.9371831659316385,1434,0.7054941232878451,0.9323726444946041,0.908401416777326,1,5,22.56096561861886,0
University of Oxford,Arun Smith,DevOps Engineering,2021-06-07,2023-03-31,55855b1309265c7373a4e220c9f502ce84f2be7559f7c86fa3515bc6e8d3d3de,0.8653237739380694,1668,0.790844355946821,0.9310560369510281,0.9268572892613094,1,6,24.638427577177424,0
Harvard University,Wei Harris,Project Management Professional,2025-04-07,2028-05-23,fa9359ce49ad1e2efdbc893676e523a3b8d640c00a6f707ae7789002cd8df369,0.9193129406847453,268,0.9537215827891582,0.875930917470645,0.9208320838352222,1,3,84.21450414690358,0
Google,Ana Tanaka,Natural Language Processing,2024-10-25,2027-05-03,d34ae08d21946418259869380fb55eadd45fec84d85f2b770a1bc613d92f679c,0.7993903324864022,432,0.8999272807058531,0.8842667941579504,,1,5,30.605273388118622,0
Google,Priya Chen,Natural Language Processing,2026-10-29,2028-05-01,3673a0aca7e2dd6faeee99a0eecc27a37e34d45bf977494122fb62753e5dbc00,0.484,-302,0.1273,0.6604,0.0797,0,1,69.36,1
DiplomaMill Online,Carlos Harris,Computer Vision,2024-05-08,2028-11-27,8b00db44079c2d328bb74eefcfdeae42bc1e23670f4c43de5337922f5d67cebb,0.0983,602,0.0587,0.4181,0.1509,0,0,2.14,1
Google,Mohammed Patel,Computer Vision,2022-01-01,2025-02-11,b6b660f5a8f95b97e24503dfba3ae170340f743289164c0ad5debfc558cadf10,0.8464331741244989,1460,0.5779062011666468,0.8894768961230459,0.8171934682732493,1,5,9.526857940888789,0
Cisco,Patricia Martinez,Data Science Professional,2023-04-10,2025-01-17,9be48081f345ab3aad423a7866ace5dfdd394ab78ac77d62a0a7691e1da0f5ed,0.8484993643042925,996,0.7418781560227157,0.9089912941893693,0.9025503189544066,1,11,0.7801680998834226,0
Johns Hopkins University,Robert Kim,Mobile App Development,2020-06-30,2021-11-23,b887d372e45255e1ca4bd395b2a4d517d63c4e2fa501b2ca24d84e5c99ddea1b,0.828243178713603,2010,0.8474232450236476,0.8421806090950739,0.8191017886893092,1,9,1.2137691127870098,0
IBM,Elizabeth Thompson,Full Stack Development,2022-01-02,2025-07-18,d504dec43a6d4c16ebab716bd954b90dae1d5de1df2c83210c4199dcdd89de42,0.5919903796260093,1459,0.7902730763779723,0.8918891659540729,0.7901523935034674,1,5,129.49903246503473,0
Adobe,Pierre Tanaka,DevOps Engineering,2023-07-03,2026-03-16,880f50e6bf50b1755ed4196ea26550b2f2562385c28fe263582176130b1374b5,0.8615557625671544,912,0.8282497436591046,0.9464922661163951,0.8868078706925042,1,5,60.01084339016509,0
edX,Michael Jackson,Cybersecurity Analyst,2022-03-24,2025-02-01,e42b0b0f08ebccd73c339cf8e2a6898ed51cd1eb1f48d29b7e921c1056eaa095,0.8898243415362587,1378,0.7626751875460219,0.83697662406485,0.7856699076984751,1,10,8.548737844113672,0
Columbia University,Jessica Johnson,Network Engineering,2025-12-23,2028-02-23,db0274140a22276b45e68c16393f856ddd1f7de11a1cc260e525f9ee6e9f3d5c,0.7299633277246479,8,0.6505651806824682,0.9824011280306181,0.9375035684185,1,4,116.20138223305413,0
Google,William Johnson,Big Data Analytics,2021-03-07,2023-01-21,b3e782bf00acf9c222f7336bb049c590b34bf294a2160c7dfb0d08b8b43be909,0.9590063506358534,1760,0.8169227089211616,0.90464439579288,0.927765892051151,1,4,4.851666406432669,0
Columbia University,David Rodriguez,Cybersecurity Analyst,2022-02-12,2024-02-08,7d7ac195d144dd984527561c2374a28f0d326ddaa484def7eac5d2e0275af137,0.0814,1418,0.3493,0.4771,0.0352,0,1,45.39,1
Harvard University,Sarah Brown,Computer Vision,2022-05-09,2026-12-10,b5c6c527e07b4f431b815e0f5b2da727a6f0c28764ff9120787f1281da5a43b2,0.7007512782823385,1332,0.6473848186698381,0.9203719260900216,0.9791604186548493,1,4,3.5132982760445763,0
CompTIA,Patricia Mueller,Full Stack Development,2021-09-12,2024-10-26,db5c0c5fb0f8874e84d19b387b2fe9bfb675df695823ac55e528d374786a4f6c,0.9622153795431082,1571,0.9909646735280548,0.9358005696380531,0.8720016830647318,1,9,22.94801003169375,0
Google,Sarah Kim,Big Data Analytics,2020-05-25,2023-11-25,e735e48525ae736130ad72392b80fe29bf4e56587cef56fd1ff97f8044199900,0.47149060745050875,2046,0.8345689401012955,0.9221905735989555,0.9798485925369345,1,7,35.37217725959444,0
University of Oxford,Michael Tanaka,Blockchain Development,2023-12-26,2025-02-09,255a778dca920041da8353af3eb74e0e31a1baee0518fc85dcda93990cf37019,0.6538955056453981,736,0.9449491917354522,0.8623298785079926,0.9556800038584301,1,9,23.36587044264572,0
PMI,Susan Rodriguez,Data Science Professional,2025-03-17,2029-01-13,58cba2c0b8772a87fbc81204d3ae5188dde450dd342461d849b9b3d70700918f,0.8539207255012445,289,0.9096979448131164,0.9549999175406518,0.8106848215372874,1,2,35.41885203608141,0
Microsoft,John Davis,Mobile App Development,2024-06-01,2027-01-06,0ea2fddfb4ed406457b1a354cd500fc7cb9c67e25412884a66df505401933473,0.6544020765574825,578,0.9518245977490157,0.9731409888267646,0.9640839730398585,1,5,20.617776222546187,0
Cisco,Susan Smith,Machine Learning Fundamentals,2021-04-25,2023-02-21,f95c2b55361b8e16e3e0fbe3af9f11395462fa049cb70a14242fab627503bd68,0.8533404658255443,1711,0.805731448901823,0.8354359446187636,0.8564678686180791,1,11,5.182792743893976,0
Yale University,Pierre Kumar,Database Administration,2021-04-26,2025-06-02,bef8f7da5a892dd7f349ea05c88134ef4003a2fb12b92b839f5f9a6dd4c76a86,0.8332916514279471,1710,0.9021695731298304,0.931421304411643,0.7128447123671859,1,7,61.63112480970654,0
Oracle,William Taylor,Big Data Analytics,2020-02-01,2023-05-28,f7b139d3a2de2e9c14baa28843dc9a599c962d6e8c368bdfee791f90ac883e3b,0.8914734402348435,2160,0.9340726451373956,0.9519178571985428,0.8392053104867416,1,5,18.712628326527035,0
Adobe,William Kim,Data Engineering,2021-01-19,2024-04-24,afc6a79609667f31a2f9fa51284c52b9414acca51a9d9bcf975e638e09e693c3,0.6937897868839832,1807,0.8631001561808892,1.0,0.7634027001170897,1,5,105.22471315292282,0
Harvard University,Karen Rossi,Cloud Architecture,2024-05-03,2027-02-27,7b2d2357e0cac728c9cf4accf5d280b389e3263d8c143a057bae5f573bbf51c2,0.9290459947530125,607,0.6866084891906786,0.9598932221816915,0.9549943836598052,1,2,33.813175374153154,0
IBM,Wei Smith,IoT Development,2024-05-17,2027-04-14,5dfeafb50093928f1bd6e9a872cdeba70eae7c100436662b03c91455c4be6777,0.7248500102767422,593,0.8013067431768177,0.9225952437313746,0.823838475636404,1,7,22.659638959822917,0
AWS,William Dubois,AI & Deep Learning,2024-12-16,2027-02-12,341c076f45e2bdfd0dce34615e37a110c15f99d927de94a69555a873b0949dea,0.9534660781554073,380,0.8443413020408114,0.8509549619081971,0.7860774872063073,1,7,2.292346359510175,0
University of Toronto,Patricia White,Data Engineering,2023-01-21,2024-11-10,2eeb7ebbb7ea21b606f62c0dfb1e77ced21e2508aeffefee16adb2fa8b790651,0.9430719599204761,1075,0.7068482038209251,0.8886744656874921,0.8228719547345477,1,2,9.976100841595139,0
Salesforce,Elizabeth Santos,Natural Language Processing,2024-12-28,2028-04-23,f71e961711472d01e8a67842cdb38de5ef177b5f0e5f847270a6e4c6ab3ba0a3,0.9199052216799337,368,0.7752829970222205,0.9625316697008698,0.7464311689467641,1,4,57.018921169795476,0
Salesforce,James Dubois,Data Science Professional,2022-02-02,2024-07-06,f8e95a9271d180ff757e13da1e8a164b3c43463ec3e48f95d27489b584ec11d5,0.3102,1428,0.1497,0.6012,0.0618,0,1,7.32,1
Salesforce,Sarah Anderson,Natural Language Processing,2025-01-23,2026-12-12,2190e5909a19a1d32bafc3b3cea845aef184ddf11b37814aada808dbca361cdd,0.4839586373658906,342,0.5230041206973002,0.928817123451723,0.773151917326547,1,8,12.31949962156693,0
IIT Delhi,Yuki Brown,Digital Marketing,2020-09-13,2025-01-11,f16502501e26fd9833446553ab323aa555c49b31db31631fafe2db8461ef26fa,0.7917870831209171,1935,0.9841620024314212,0.8673251906221389,0.9198377916792008,1,6,3.518036175365078,0
University of Oxford,Priya White,Database Administration,2024-03-23,2027-04-06,06aa9e5a2c9acf2cc2666ac156ec6b05477ba08dde7b740cbd2ce63cbb6747c9,0.5339781906476936,648,0.7038305210945849,1.0,0.932792493427343,1,8,7.228015837638858,0
Cisco,Barbara Hassan,Cybersecurity Analyst,2025-10-31,2029-07-02,178358468d9681f01da95ea6731ae1028da911c1558931f7b19e54f097374481,0.7231121166300846,61,0.6900070062959396,0.9591888780470921,0.8992181512010519,1,5,70.87839235704121,0
Google,Pierre Santos,Big Data Analytics,2021-03-26,2025-09-01,f275c196625ee193e7e267e6a4a1cc96737101b5d159edd0238ae660e40fe18b,0.8150696814317733,1741,0.7612282169575281,0.9096539176732509,0.7613049618134077,1,5,31.650248014883996,0
TU Munich,Yuki Ali,UI/UX Design,2023-07-24,2028-01-11,76489d66de3e87c76a34dfe823ce2f405c91837363f345109a2018354926f6ce,0.7785914778433463,891,0.8681595381409799,0.8541569198275425,0.6411638607791736,1,6,26.636491526755634,0
QuickCert Ltd,Karen Taylor,Data Engineering,2024-03-01,2028-10-09,d443dfdd2eb1d7d6ac36014459682c02c9a7e220e5f99291ed4f32a4f4d1505d,0.2174,670,0.4,0.5761,0.25,1,1,11.89,1
MIT,Sophie Smith,Business Analytics,2021-02-10,2024-06-17,c3653fbf9e3a406332f1ba9c46351ae1e117951197a30daac932994901776a0e,0.7595693875528257,1785,0.7095790652080091,0.9640075972224215,0.9614483483981656,1,5,28.09614412073441,0
CompTIA,Sarah Dubois,Project Management Professional,2022-01-06,2024-12-11,168bb85af55312d770946984841d6d668ae3284d708ae93f19d8f32a45c156c0,0.8940123055303293,1455,0.913252961224349,0.8658437090252167,0.9092769035535342,1,5,0.04752409420119202,0
University of Oxford,Yuki Miller,DevOps Engineering,2023-10-23,2026-02-02,9e241db399d17108320cf1d95a74fcabd2a7b5c7e9d92453dd47b352c48b3a4a,0.6034143075064562,800,0.935630011029967,0.857551766362218,0.9336988566856956,1,6,40.858605824603565,0
Yale University,Christopher Rodriguez,Software Testing,2023-03-11,2024-06-05,9dd7ed851d812f1be44fd3711749a4c5a5da9d55ea097f4bea247979eece757f,0.8232162258642487,1026,0.8920374306630879,0.8936708649912732,0.7035576925195813,1,6,42.02563183178584,0
PMI,Barbara Tanaka,Agile Methodology,2023-10-24,2025-12-16,ceb3ce421d4bda081f0f7a31fca6749749580fd8b2c12e558626ce798a6e5949,0.69509853939036,799,0.9704444789507967,0.9512002374428481,0.7632834424486665,1,3,18.270708485793005,0
Udemy,David Tanaka,Cybersecurity Analyst,2020-12-29,2022-07-14,3f01c4b922a37ae786fbfa9970d8f7112f8d89bb1e0b7446b8f2d091c396631f,0.8794095089992747,1828,0.9724590177040613,0.9289493751585561,0.8529200027579386,1,5,67.65057758887303,0
PMI,Thomas Patel,Blockchain Development,2023-04-28,2024-09-11,cb5fe2e006394ce02a38120b6d8af8797f8a3d78d205c21cdd98dea085472af7,0.9023743680795377,978,0.5058364667376499,0.9206134783128306,0.8389603432126017,1,6,18.755144880486448,0
edX,Linda Kumar,Mobile App Development,2025-01-24,2026-03-07,b283252656714927d0b07aa5da9e05dfd04fa1087de6f277912a6dc87a7565a9,0.8013295382420307,341,0.8552432245333658,0.9391027740236367,0.8879088065531023,1,9,21.092772530280314,0
NUS Singapore,Jessica Martin,Network Engineering,2020-10-16,2022-10-23,57c0342b95298083d3225ebbc552441a2a0db58350b73e152c3b1a080a29c202,0.9438919627585186,1902,0.9414362327855842,0.934749304295128,0.7683406799134387,1,7,0.6113601135091513,0
QuickCert Ltd,Karen Jones,Computer Vision,2023-04-19,2024-04-12,cbfeb2ecb2ff2344023409733fc18f18d7e544a6270dn35356e9ed79b3fa53e2,0.1103,987,0.3301,0.6405,0.2645,0,0,65.92,1
IBM,Carlos Wang,Natural Language Processing,2023-05-26,2025-04-28,a198c48543d705f42c48ea75b0ff1271c4c10fd02d554aeecc6066de6921a784,0.5418758220498984,950,0.9205298150702986,0.8740311063927686,0.8338976904196478,1,7,234.42277016021686,0
MIT,Sophie Miller,Big Data Analytics,2024-06-25,2026-08-10,7fdac49e5b315699f4710fe2d4281bf38c70d77d3213e70ceeaa217853db71a9,0.8160861864612364,554,0.5886486491219866,0.9711039888108396,0.7933121806073307,1,6,60.892850103691345,0
Harvard University,Mohammed Patel,Full Stack Development,2022-07-07,2026-11-22,38f94c422d2f370d03fc81e31122d152e00665722fdf469e26d4ba6a796953ed,0.8901285334456648,1273,0.8878223810077791,0.9241121114710519,0.7099093882519057,1,4,63.23418468977456,0
IIT Delhi,Barbara Rossi,IoT Development,2025-10-08,2027-07-31,ae13683e042d2661c180362f0f2f693848d7e27425c037f7affcd791bd50e5bc,0.7760099661640332,84,0.8351773413801797,0.9303414923212268,0.8859313376874737,1,3,35.73418122299113,0
Coursera,Linda Wang,Cloud Architecture,2022-09-02,2027-06-09,75e454ade09d08ed9a4f8e966f808dce86d769695496fb2b3a36c2bd6a25875c,0.7117011589164334,1216,0.7853715095663301,0.9119912831899718,0.8804329481567791,1,6,4.435810129381754,0
Cisco,Arun Miller,Cloud Architecture,2023-07-22,2024-02-12,dd395bccf28df84c08c9d45e6383c8beeeac630f34847192379a507af59593dd,0.4543,893,0.2343,0.4945,0.2465,0,0,13.89,1
Google,Fatima Tanaka,Mobile App Development,2021-04-05,2025-05-20,eeeb05a4b767bae606f73fdaa4f70f42cf694c0254887eee1029bcb4be8773ec,0.9239201417456714,1731,0.9189799025762356,1.0,0.9356845876024241,1,7,18.06328451752627,0
Cisco,Joseph Patel,Agile Methodology,2022-10-05,2023-10-17,0c9adcb4834e701a0744003d06d3e409a73bf5946a1b612472e3c02d7d56ec73,0.8751643629860604,1183,0.8456675024243765,0.9103039630176498,0.9722797257885393,1,5,7.06513105746064,0
Harvard University,Wei Chen,Database Administration,2020-01-11,2024-03-20,aa95b7bc6b0f03a8817736e748346db7e7c2c5e05e277582cf00e0c3701a96ba,0.5652378269870831,2181,0.9697234556986422,0.9169142945707244,0.766463047890558,1,6,70.55950939863078,0
Coursera,Karen Kim,Network Engineering,2025-08-08,2028-04-22,d299bde0f942253694ec71bdfa800a628b7bb8572bd0dcf8ce8ec65ad22df826,0.7411515809491712,145,0.819966384036504,0.8866636884319297,0.8721502150458544,1,5,16.999083478372043,0
edX,Patricia Taylor,UI/UX Design,2021-05-29,2024-03-09,c6ba3e799e82e9671703b46ae81c9451b8dd546f9174a016521804b9c6c0d9bf,0.8280678570058039,1677,0.9115904666492779,0.9803840563220534,0.8802839558050002,1,6,63.64832048866623,0
Oracle,Linda Davis,AI & Deep Learning,2022-07-04,2024-04-12,8092dd7ee01aed65ec8c5bf1dd810388f0c5b373a17ba574026c8847ce9cb5bb,0.837526714245368,1276,0.9370757581209775,0.9654718699509093,0.8397992318233642,1,4,36.10144820875436,0
IBM,Ana Anderson,Digital Marketing,2021-02-06,2025-02-10,9befc6b355c961,0.35,1789,0.1016,0.7023,0.057,0,0,17.2,1
IBM,Joseph White,Cybersecurity Analyst,2021-12-10,2023-04-23,92b2325567af9642f76a809a2a45de49b1f3e1ed15a37e8de649ec689aba565f,0.7661503067632054,1482,0.7421309596108093,0.9272111779424105,0.674329011626414,1,6,4.716719660726818,0
Johns Hopkins University,Arun Rodriguez,Business Analytics,2024-07-29,2027-01-21,d1a831a4eed63655e2277c777fcf0b7a0fb7938b28d10201c2ba4da2fc2aeb24,0.6093943257332042,520,0.7358217043763363,0.927720355367766,0.9479073220407833,0,9,6.413069297624573,0
ETH Zurich,Richard Martin,Blockchain Development,2021-01-31,2025-05-18,6bf9197a811aa66f61a640b44dbb8392d45a628cbdf56f265a030780f4800d91,0.806618152164022,1795,0.979328394905827,0.9795630340815916,0.5382549324483333,1,2,8.769067056494945,0
Coursera,Sarah White,Data Engineering,2021-02-17,2024-01-20,df2c7d8f8f3a5e76b365085bab5a950236b7fb77987202e8b766c440aead4bdd,0.8704469175418381,1778,0.8079552466803841,1.0,0.8543024289954889,1,2,16.5092123820822,0
Udemy,Wei Kim,Agile Methodology,2020-10-20,2025-05-09,c6f1fb2af2c2e52,0.0758,1898,0.1094,0.8245,,0,3,2.06,1
Yale University,Joseph White,DevOps Engineering,2024-05-01,2027-05-06,ad4c39b22fc13eeeae7f1d5a62af1dbe834fd0344267b8f3f8eaac543f448ddb,0.7742201168331805,609,0.9390853658638983,0.8776446659564765,0.8988109230165495,1,9,14.717711512185149,0
Harvard University,Carlos Kim,IoT Development,2021-12-30,2026-12-26,13f1bea1,0.2764,1462,,0.8143,0.1485,0,0,7.74,1
AWS,Mary Jackson,AI & Deep Learning,2021-12-19,2023-07-21,326e58ab06ae840644b22fb9afb2b584681df53fcd514248ad5e24a3683df9fa,0.9161910444537507,1473,0.9202722994960696,0.9600426499788054,0.8248129927604836,1,8,4.682817162118661,0
PMI,Jessica Garcia,Business Analytics,2023-07-14,2027-03-09,d058083b379b3a1e057237d164a219efb34723c8ff65315d4d258aa70ec2c776,0.8853015676842108,901,0.9087651904789831,0.8621413217324081,0.46525372609291,0,5,52.65633873427317,0
University of Oxford,Pierre Santos,IoT Development,2020-05-01,2023-05-27,f15daa3a35e97ac148b0210bb1a1867dfc6a340e21a8ffa4a69f0f3295d02875,0.8749434422592164,2070,0.8402104468024856,0.8478159410340064,0.9160203412469001,0,6,51.93834279790523,0
Harvard University,Karen Patel,UI/UX Design,2025-09-02,2029-07-31,fe869d6f65008352274f37fa78491d54921df038b93a6fefac0cff60fc763f96,0.820230478802774,120,0.6337590367138599,0.9472846901025954,0.8269694216460081,1,5,19.940585104884278,0
Harvard University,Jessica Jones,AI & Deep Learning,2025-06-21,2026-12-10,3513ac4e73b29a25fef192a095a9375d06bf06cc90f279736bfe64970e5e51df,0.4245,193,0.1308,0.5882,0.3165,0,0,797.82,1
Cisco,Mohammed Johnson,Digital Marketing,2026-09-01,2027-10-30,28f78318079e31443ed96d73dfac7b17acc71da61f733650059a3ae81fcee47b,0.1523,-244,0.1445,0.6515,0.1188,1,1,113.03,1
QuickCert Ltd,Ana Harris,Database Administration,2024-12-24,2029-09-15,3f908b6d08cffd0089affe3dbfef3b5c15b657dc63a6f48fba71f79e3ceaf0ce,0.2068,372,0.3348,0.6866,0.2251,0,1,91.21,1
ETH Zurich,Fatima Santos,Computer Vision,2022-04-27,2027-02-17,90cc18b24bf77b446bc3d5df3bd52c3ab92dd58de46d7c92665e588cd3c59ec2,0.9806287567459024,1344,0.7652533678820211,0.8025965020423002,0.9040277650976624,1,6,27.200323431989794,0
PMI,Fatima Anderson,Full Stack Development,2020-11-02,2025-01-08,77cddc1ed9a7ee2c00b90c8f27574f1a806515db306b7d79a62d3cdf75056ae6,0.550193382698811,1885,0.8064399960543893,0.9004420932040181,0.9734963646367518,1,4,0.2550140006523382,0
Stanford University,Arun Garcia,Business Analytics,2021-12-19,2024-03-22,5363176dd088c2656d49f6a89e2f7c1489b2bd9399bb0b0d364963c25defd819,0.7693123508220956,1473,0.7062122206962087,0.9359739941640628,0.6105947315935295,1,7,4.846853421800455,0
IIT Delhi,Karen Thompson,Agile Methodology,2025-04-10,2029-11-16,1432924a18416b1cc7112b260d926913cee52ef8e395e6f468ac2a720bf3752c,0.8575054642957981,265,0.8400532186724595,0.976338076686616,0.9457928406026604,1,6,41.65038332519287,0
Yale University,Wei Harris,Quantum Computing Basics,2024-06-26,2026-10-30,54c7ae5a707c08e0c3cff5be00ce6d7fb2cc23271383be7f20c67f715b3fdb2a,0.056,553,0.1647,0.8182,0.1667,0,0,26.96,1
ETH Zurich,Patricia Johnson,Big Data Analytics,2022-07-17,2026-10-30,5912f24d059d7f812e738356fe6828529aa18c213972041ff028b32b9d0e7e4a,0.872180427114175,1263,0.9831966719259573,0.9028823013073372,0.7586813464849946,1,5,2.0574749167920423,0
NUS Singapore,Christopher Williams,Data Engineering,2020-11-23,2025-10-16,1314cbe875c5865a965942eeebd7bda2581342ed5fe820f7e33f21ba50297cf9,0.6697103297661451,1864,0.9056080740297644,,0.940772079645308,1,8,7.0541412349021355,0
Coursera,Christopher Martinez,UI/UX Design,2021-01-07,2024-04-25,82d21cf45a7bbed1be6f2e00bca2f6d0dae95aced54eb6cc2c476991f5dc386e,0.9573271382674475,1819,0.8452256348497447,0.8940093312392369,0.9742529261821511,1,6,0.7949195673074076,0
Harvard University,Linda Ali,DevOps Engineering,2020-06-26,2022-11-27,96fef42762d9368d972adecbcf251413d7bca5ff1a20fdb6a90a5b403e5a29b7,0.8172173907730413,2014,0.7102341046043765,0.9158143842684311,0.9106019274692162,1,7,15.093473000253471,0
Salesforce,John Chen,Big Data Analytics,2025-05-29,2029-04-04,99c8a9d60b59dabf4f0994974e4eb0265e18029fcdf97a58d3f5dacab1c9ae7d,0.867596335817166,216,0.9873276052049881,0.9066523165851497,0.9461202018050049,1,8,17.042575805759572,0
Yale University,Barbara Santos,Computer Vision,2021-11-26,2026-09-14,92c306e15d8a7a5aaf23122b00a5a6eba319295d72097975a7857a2478fe372f,0.793352028707604,1496,0.7848974315662988,0.9792273551321405,0.9235351186527182,0,6,9.987458632774615,0
Microsoft,Wei Patel,Network Engineering,2020-07-04,2022-12-07,684bf80218f4ffbaeba41307c644720560dadac8a1467a441d10773f5179fd8d,0.7597827017645954,2006,0.8402338181956467,0.9451833927077783,0.7159615570839624,1,9,10.172358340921853,0
edX,Carlos Dubois,Quantum Computing Basics,2022-01-31,2025-07-02,a7d126ec4297776fbf91c10d5b015ffa66410da463775d9a6fb18e96657a6b59,0.7274496089926156,1430,0.7630262471615334,0.8533168620326722,0.7071845734201314,1,4,41.11046328988918,0
Coursera,Carlos Santos,Data Science Professional,2021-08-29,2025-08-17,40db88818d58da58b23c361fb1f50cef8b5e229da9b91a47289d0296024cb896,0.5587335624154225,1585,0.6190699948626989,0.9842757156401071,0.6507146630461784,1,6,49.18091331405075,0
DiplomaMill Online,Joseph Wang,Business Analytics,2022-05-27,2023-06-13,0d20124c4c7db6131c42befe6abf3a76a59c4158c2ea795310ce78a664ef4002,0.1769,1314,0.3761,0.583,0.0461,0,0,81.4,1
Cambridge University,William Harris,Cybersecurity Analyst,2021-09-26,2026-02-15,b39fdf0ff26360e07e861f69c0d3d6668f1371b072934dce74641701a0c1ff82,0.5445659298402286,1557,0.8943120603401559,0.9110593954769443,0.9296116363193098,1,5,18.4844403883748,0
TU Munich,William Thompson,Project Management Professional,2025-11-12,2027-05-12,03c4016eee8e43524f9cd856793c6dd2449f28958f1234ec3cf2d04caa30f65d,0.9298387378830227,49,0.9622165191001586,0.9044911960923907,0.7203236967166377,1,6,139.9917285575282,0
DiplomaMill Online,Sophie Rossi,DevOps Engineering,2025-10-31,2027-10-31,4cedc4a9933b8a2b404ab54de0f697847bf24ed6377d0668f1d13e7fa161d57c,0.0383,61,0.3335,0.6945,0.1458,1,0,47.75,1
Oracle,Fatima Tanaka,Data Engineering,2020-09-22,2022-12-01,b4be93b7b914269cc096aa1f1472271ea3e511fc8cc78cc8017353ea872c9a7e,0.9828823938069479,1926,0.5957773129345775,1.0,0.785252146807993,1,5,66.95735454714266,0
Cisco,Pierre Santos,Cloud Architecture,2025-10-24,2030-02-27,319302120a9115db71c0994749793b23881433539de01d00e689ff437d615b3d,0.865319834027924,68,0.9643952846554444,0.9619936360592543,0.9359627027596166,1,3,54.147237828493815,0
edX,Patricia Williams,Cloud Architecture,2023-11-24,2028-02-29,1a0b3064d2e90e2f48f0828be4aa0cda044951739d91a135d979f6b9e64791e2,0.9012970777587718,768,0.6029346259469813,0.9711104025945096,0.8776967911177486,1,6,11.24480897132965,0
Adobe,Joseph Taylor,Full Stack Development,2025-03-11,2027-01-08,734ef075ceab94ef1b3bd55a319d633caecaea94fb55ce83cca2972f64955c13,0.7585524918867081,295,0.9152235022053106,0.886582894321643,0.8828214586162967,1,4,3.9068931804972697,0
MIT,Carlos Patel,IoT Development,2024-09-30,2029-05-17,9caea7e76d68aead1759e2291c5cc9540cc95b4ab3a36a7dbed9e83b66af3ab4,0.9422572634940646,457,0.8463836385459543,0.9235096435566787,0.7097730729912307,1,7,59.65001500006942,0
TU Munich,Carlos Santos,Project Management Professional,2024-07-16,2029-05-12,2588329ebe192d7b40f717b2b100efd0728c27c32252d35f8b86854105e0d126,0.7818508265583444,533,0.9153970130248725,0.8465020540246454,0.5367397041459662,1,8,12.351571642063632,0
Microsoft,David Rossi,Data Science Professional,2025-08-16,2027-09-06,e1688bd357ad3836627c0d4c49e8817698ff7db5be92f9c228bfb9bcc9ab2158,0.757973734742882,137,0.7347179937457576,0.8536352913962197,0.7596129807171149,1,7,5.116238748672932,0
Microsoft,Ana Jackson,Project Management Professional,2021-02-03,2022-02-24,ff899b0feb2517ac1795206dffe673c4be89a370eced22a8c579ef041afd0b7a,0.7399282121066934,1792,0.8614408906782882,0.8599661637364318,0.8104493221567565,1,3,9.270478067330945,0
Salesforce,Barbara Tanaka,Data Science Professional,2024-11-24,2027-01-12,55e04fdc834b819bfea4f8543188d270d438db034d5be19b604f4e37369c5a68,0.9818367790483921,402,0.8165835490551996,0.9036685724942355,0.7549198926942176,1,5,9.484408707859998,0
edX,William Wang,Robotics Engineering,2021-10-13,2026-03-21,218d80ab3f39e2,0.0032,1540,0.0941,0.7103,0.35,0,0,85.95,1
IBM,William Garcia,Natural Language Processing,2023-12-20,2028-11-03,0a68edc2c0e5b4d0727e6d0ff9b89cec95074e46472f3e1a0ad18f01da89b220,0.9187007230358677,742,0.7589923243733283,0.9612014142215414,0.926623471320088,1,3,13.54166221248595,0
Microsoft,Jessica Martinez,Cloud Architecture,2021-07-06,2026-03-13,e2230c7fc67bc731a80d9190d04a501d84e1148246a5aa19ed21dcbdb0014af3,0.9714400249531772,1639,,0.834355904594562,0.8822783016062863,1,8,14.630999245580055,0
Cambridge University,Pierre Thompson,Cybersecurity Analyst,2023-09-22,2024-12-30,b42c640d32b5b47ea9b59e62518de0c829d93f35ca9860435eb8676da33f26a2,0.9189111893449999,831,0.8924229707269724,0.984062547396887,0.8687298194364296,1,5,18.224151218070656,0
Cambridge University,Jennifer Wang,Cybersecurity Analyst,2022-08-08,2026-11-03,ed373154469372be17d9f69387e90f8895295a8674ffbdb368daed9a0d82ca01,0.9041144834473268,1241,0.8388056226324615,0.9259805488313928,0.8846054970323759,1,6,39.14386372117538,0
Udemy,Linda Smith,Database Administration,2021-04-02,2024-10-19,f9e8f301f6cbe930d2e79134388a566c2fd3f5d4fe515a9b07cf163fbf26f050,0.6180575207365762,1734,0.8833297411937425,1.0,0.8854735904187482,1,9,98.32018973327284,0
DiplomaMill Online,Patricia Anderson,Cybersecurity Analyst,2023-03-04,2027-08-12,e7dd6f4e7124e9e1530b45525c7e458b4c72653e8d1184f256cb05f4d002a650,0.0534,1033,0.4182,0.5178,0.0803,1,1,172.73,1
Cambridge University,Jennifer Martinez,Digital Marketing,2025-08-10,2028-08-01,987ca119bd65415f23af00127078eaf2431c6b452e4e64279507be6273512572,0.8500157473871831,143,0.7208170518816723,0.8619974169706056,0.9251979325000829,1,7,18.805424667040157,0
Cambridge University,Richard Jackson,Blockchain Development,2022-07-25,2024-03-17,9303b231d425b2d965c28a3b082799ca92564c24d6f07093ff7381b72a0484ef,0.8612180368416424,1255,0.47756304721762455,0.9456464457624877,0.880450321815161,1,4,16.69970200961461,0
edX,Susan Thompson,Big Data Analytics,2021-03-20,2024-07-14,b4b94c7a36daff428fa3762bbd374545b67c23c3888cf9b04a205e7f64ebe54e,0.5594735739226193,1747,0.9870754363878395,0.8986598435822867,0.9414626686009271,1,9,12.203473772222397,0
CompTIA,Sophie Taylor,Full Stack Development,2020-04-22,2021-08-01,67ab670f78985da59ec9ddb14f010deff296e43b975fdb16614a14e1a5daeec1,0.8032386673095807,2079,0.8232511167664555,0.9270520528538541,0.8369726433211151,1,4,20.835767110439036,0
IIT Delhi,Sophie Rossi,Data Engineering,2024-04-15,2028-03-01,59b49376b12fd41c19ddec7ed10ea559d5f900efcfe1ada2b4a535361a7724dd,0.6658371862063666,625,0.9788324129997747,0.8806517712013504,0.7007282244994404,1,9,4.4470232475502645,0
Harvard University,Elizabeth Wang,Full Stack Development,2025-09-28,2030-03-08,e3e196e462cc82fdee78d71983672f301cfc55321f8220f10391148c38195296,0.8754971426155547,94,0.7114133048227582,0.9628628268330865,0.945334821445755,1,7,5.940992815238152,0
Cambridge University,Yuki Williams,Software Testing,2020-06-16,2021-11-01,a917338d606f8345d1ee593f02f57e7b2eed21453ca9530fb269d1e35ac0bbc7,0.9452148459305822,2024,0.6664163171137292,0.8619512114630997,0.8411014313367361,1,11,5.480999930142958,0
Johns Hopkins University,Pierre Harris,AI & Deep Learning,2021-10-15,2024-04-14,ee584b88e0643637f86c55623f6151f3ffb03755d0ade583b86047c87f6e1065,0.6284595775420699,1538,0.7478946467850446,0.875013720754102,0.8501318876876827,1,7,4.759146704348872,0
NUS Singapore,Ana Brown,Cloud Architecture,2021-05-19,2023-11-17,0983f6c2f7970bd1897a710b04f153d55f76c20a481650e833c0bd89ed7f85a6,0.9661654687301688,1687,0.8062844354023196,0.8630708968560318,0.8652868746829315,1,6,25.053971955382597,0
CompTIA,Jessica Tanaka,Big Data Analytics,2021-11-07,2023-05-02,db2bf7bcc6f2904955dbf881bca5851d68dbc7d93792a73b51460842739ad9ab,0.6581888337526243,1515,0.7736664411517751,0.9580770286051432,0.9968251302798088,1,4,20.868775161405434,0
Adobe,Richard Thompson,Mobile App Development,2023-03-14,2027-08-08,3f94e1c07a3e3c5b60cd87ab37bcf62d0a0ff79603bf35ff5ab25eb801051eec,0.6292877973425807,1023,0.8598207962536095,0.8962185856102878,0.9001121973539088,1,5,32.29095592623232,0
IIT Delhi,Thomas Dubois,Quantum Computing Basics,2023-05-08,2024-05-12,e6d9c1deb6eb17a14a42cf485a960bbf41e3cbc5bfa509e5eaecaa32c1dc7eac,0.9326723053948198,968,0.8539256150935931,1.0,0.9831380458566578,1,4,30.914077992023753,0
University of Toronto,Mary Rossi,Full Stack Development,2025-11-04,2030-02-20,dece849132d316de96788ece3c20dc3bb138b77a6771252614fe0334c289115c,0.8904302798907218,57,0.7778948506183716,0.860102101882967,0.9406387882316806,1,7,23.898996344225495,0
AWS,Carlos Smith,Big Data Analytics,2025-09-11,2027-11-18,d49666d946324d098cc70ef93247766a062f2feca1d52ccbd11122e3659c9e8c,0.69098712641396,111,0.8023007506236746,0.8372545360300773,0.9860803112170221,1,5,42.50443268794335,0
Adobe,Ana Rossi,UI/UX Design,2024-02-26,2027-03-22,b7d6c86a5dbe1758bf348445ab098e62698d9643fb3c4ae966d37cdb0f92e2d9,0.6696320057792825,674,0.7460440223314065,0.9035766208858338,0.7646354347245445,1,2,39.42155771754493,0
University of Oxford,Patricia Johnson,Software Testing,2020-10-29,2021-11-09,f9108fffdc4325a18517b18601d55ad828980817114b1aba38da36d859ce786d,0.9450866113390524,1889,0.6825173695516296,0.9194798168920417,0.9381009264369796,1,3,39.52212475109676,0
edX,Sophie Brown,Computer Vision,2023-06-23,2026-05-11,6848d9c5bf7839fff18afeccb20b53c93dabf88dfcc1aab42aaaafb50173592c,0.8755814982556809,922,0.8724559181347301,0.8663138507942808,0.8078229210480086,1,8,24.47217245387088,0
Harvard University,Jennifer Martin,UI/UX Design,2023-03-03,2028-02-09,f6f316cc7eac6a4cb25d9286d747d4fb9e193cf44fe59cbf720d7dfcd7d7cd85,0.734269699356041,1034,0.6933982375204669,0.9977203928534717,0.9786230820004548,1,5,23.51563172883231,0
Harvard University,Linda Dubois,Project Management Professional,2022-11-26,2025-02-27,bf2e15d844197836338b62ffb3b4b9a7dfbdac64794b137b8a4d7833f6051d90,0.8845175666638858,1131,0.9127139945743384,0.8804023619993434,0.9944105216985024,1,3,32.7104045497552,0
ETH Zurich,Linda Davis,Computer Vision,2025-05-24,2029-10-14,14905b6053154f054f28fabe611b53ffa19df2caa28af6090f78a74952335258,0.9105398221496728,221,0.9905802515595341,,0.8377485968872571,1,3,31.95217837002421,0
Cambridge University,Carlos Hassan,Network Engineering,2023-06-30,2025-06-27,759349784c9d01503ba7f6f944f51f0bb1948a0363944b04711e30411805b6c5,0.9580020597506081,915,0.7947332058309966,0.829168930142562,0.9066717828328781,1,5,34.13486183854848,0
Udemy,Robert Mueller,Business Analytics,2025-10-27,2030-04-01,840caa5710e35288bf1338f09a207360f15889c9a8db3326a44e790741c10ceb,0.0759,65,0.1121,0.7311,0.0649,0,1,11.95,1
IIT Delhi,Yuki Mueller,AI & Deep Learning,2022-07-22,2026-06-04,d9181954bcfdf0da64d04a1bac9b3290cdcc63f4b1742e45cd7343c7c2813657,0.7382225801681194,1258,0.9274691432892171,0.9508422499550298,0.8561875311834714,1,11,33.465992833875426,0
Adobe,Sophie Chen,Robotics Engineering,2023-11-13,2028-03-17,123716ff25b4746646d7246ddf5ac3f49d5e9f392929d64277c5539bd52744c2,0.8978735783491955,779,0.8986983709718013,1.0,0.9684848393476909,1,4,79.34483277857287,0
DiplomaMill Online,Susan Wang,Blockchain Development,2024-05-16,2025-10-23,c999d90ba296d603447bd60bf92df0ebb402e881621a79f7d7d8012baed14d63,0.0204,594,0.1154,0.5548,0.3396,1,0,11.54,1
University of Oxford,Arun White,Project Management Professional,2025-09-29,2027-03-06,dc1438d9563141572d987db4d996da1c6f574d8d2872a9ea0f8646fa96a0e634,0.9526461323089489,93,0.9484703043080618,1.0,0.8738017376381718,1,4,10.545577128720979,0
University of Oxford,Christopher Anderson,Cybersecurity Analyst,2021-08-08,2024-02-25,468edfced11da249e9a83d743f140d8b6e792964238869dccebb0592648968e9,0.8231472813310293,1606,0.9388375617667056,0.9133775856834969,0.8696891664962055,1,4,26.201580360972862,0
IBM,Wei Ali,Business Analytics,2024-12-05,2025-09-11,978265b98370d4beca163c025a636e7230cc49cfxa12bce176a546546de5b43b,0.1526,391,0.3542,0.5083,0.4308,0,0,19.27,1
CompTIA,Barbara Smith,Database Administration,2020-04-24,2022-02-27,5d2febc16c5d67077b49785f0b09deb18905cd20bf1d8c32bf9efb8aa20258d6,0.7005255201261009,2077,0.769265647571003,0.9281026331145432,0.9221486888424792,1,5,15.97672172124898,0
Harvard University,Richard Kumar,Mobile App Development,2024-04-13,2027-04-26,854f4a759f3625e53e077b16ca18a856ca28c8036ff17cfa3c4681f6ae8c505e,0.8189694204216863,627,0.9519291646050743,0.9668243479225386,0.7049772088357754,0,3,8.499932621651919,0
TU Munich,Patricia Tanaka,Full Stack Development,2024-10-31,2027-03-19,0084b848b4bd,0.0308,426,0.109,0.6505,0.2077,0,0,58.77,1
Cambridge University,Richard Kim,Data Science Professional,2023-04-19,2026-09-15,8b463a4ca14be4f2bc0c2facab00a3ce8924ee22c26c04a5b9709818dd2e2620,0.741894491673567,987,0.7791151915621339,0.9931125306226276,0.9109028896294844,1,5,11.309016217008981,0
InstaDegree Corp,Susan Taylor,Natural Language Processing,2020-05-02,2021-09-28,b8fc8655,0.5286,2069,0.2561,0.6749,0.3655,0,2,2.67,1
University of Oxford,Susan Jones,Mobile App Development,2024-08-23,2026-01-15,f6641c127bdf2719384e7ecbcb69c0fceffad82b5164d87dfcd8457434a53e07,0.6246531541455789,495,0.7775576298309224,0.9610611220136163,0.8817391963508366,1,6,15.419516961924922,0
Microsoft,Karen Thomas,Machine Learning Fundamentals,2021-03-25,2023-03-26,1e16add9ffa668a66b7e820844f0d699a0dfe68d4ad847bf9f5726255a80a466,0.930905937801068,1742,0.9446192776825668,0.9272430247383567,0.7700632260509523,1,5,40.70176278192869,0
Udemy,David Miller,UI/UX Design,2021-09-30,2024-12-28,8bb23c0992bdd239f43664aad53d355e1f94bc87148a2c2cfe7011928afc30e1,0.6108498307604745,1553,0.9316079722724814,0.8814027971341681,0.7342857130968975,1,5,106.01464761455995,0
NUS Singapore,John Davis,Digital Marketing,2023-06-05,2028-03-15,9c8f98d7274f49200c537426016c2ea6e43c16b4c0aa8b3b282f97f2c581feb8,0.8062394177037697,940,0.9352895861169617,0.9171449732907168,0.9033599297071564,1,5,48.01879118934535,0
Cambridge University,Patricia Santos,Machine Learning Fundamentals,2023-10-20,2026-05-19,58740ab2beef3b420913689f818bd4c91473c50fa373ffcce3e8e01d26460602,0.9036518875449759,803,0.727698676693285,0.9218876440450611,0.8191329657788544,1,5,34.38744839314197,0
Columbia University,Robert Rossi,Mobile App Development,2021-05-16,2023-10-26,abfd9b085ec5d186acebfdfc57c052220290dc7563deb632bcd84299f30ffbae,0.653710090048638,1690,0.8481675141940295,0.9887234310048579,0.9203197427301006,0,5,23.47106769569063,0
Johns Hopkins University,Pierre Davis,Digital Marketing,2024-06-30,2025-10-22,7d7f0e46ffb7145ef41e3a208a4f123e615e3eb3a89365c8ce362a6a09c191fb,0.7802835434173268,549,0.6743304059871338,1.0,0.8833027648924235,1,4,0.17924723906945675,0
Stanford University,Sarah Jackson,Full Stack Development,2022-07-05,2026-07-23,3df67392bbb2afdf5cc5a9bb53e56244064e994d050c91f712fe1a0d89bd3292,0.5285231307423653,1275,0.9304522414769256,0.8557489686791119,0.768821742291399,1,9,7.953955456620234,0
PMI,Linda Kumar,Data Science Professional,2022-03-26,2024-04-19,692f6194b756e787c066ce74aada54ba5bded0e553a973df50a0ef1a0be53241,0.9723958377053591,1376,0.9557251849112904,,0.8423035190001764,1,8,23.547223858105134,0
IIT Delhi,Jessica Mueller,Data Science Professional,2021-01-31,2025-11-14,d17a0d6b36f5feb02d7ae539f00bca841ab7cb51678217d7c244ab0ab889140d,0.7257786658578386,1795,0.8663351951292327,0.8477250223592336,0.9744676116598912,1,6,17.696416224269743,0
Cambridge University,Susan Hassan,Machine Learning Fundamentals,2021-09-09,2026-01-03,7b9bd896e5ea244f7734cc65eb8ed2ca75a23c9b9b5c7862e8165ae30c856e5f,0.7770141356245005,1574,0.8086971242608179,0.9377037250506973,0.6717852900387101,1,5,32.054557570767535,0
Udemy,Susan Thomas,Network Engineering,2025-05-26,2027-01-14,34f3d73322ebc2ff02273949ee2abe997f3862baaabe089aaa822669e2d6587f,0.8102051442572141,219,0.8006829518146483,0.8844840328050949,0.8683674340763797,1,11,48.44895300511004,0
Udemy,Patricia Smith,Natural Language Processing,2025-03-02,2027-04-30,2a9544c61e2f3d8ebf96d9bd6ce0c5f5e8b2d97fe4ab370214f0a97e4407ef14,0.9497233648410511,304,0.9601160242379556,0.9049595631360728,0.8690875609447924,1,7,43.236208874260555,0
TU Munich,Barbara Ali,Project Management Professional,2023-05-03,2026-01-22,b94f95a58b338007a05c9d1990d3f8de905c4296225cd7acf8d399c571406ac5,0.9440222158656294,973,0.6957655632037905,0.9316531477866461,0.7892958948563841,1,4,24.985860318855856,0
Coursera,Thomas Garcia,Mobile App Development,2023-07-28,2028-01-22,d192f08fcc93adf039ca99a2a0f0f3b0bcb91e02efdc02a51e8e32e231af4726,0.5897496097827384,887,0.8092349445748643,0.9473380424872327,0.8451626869818818,1,7,7.433689369871635,0
IBM,Joseph Patel,Data Science Professional,2022-01-05,2023-05-09,5c8bf1513e88dbac70b76b0698b2e6af65a68297e510a049cd4f02e4a50be04a,0.7199691997086355,1456,0.955962732368884,0.9007826453434327,0.9440430527125205,1,9,40.70993209231775,0
Cisco,Elizabeth Ali,Software Testing,2022-10-06,2026-11-14,d23d2745bb21b493b02958283dc7594c28f110d009cf7cfd1ffbb1dad454bf80,0.8674615202586818,1182,0.37172423487970985,0.921445195773451,,1,7,95.56197034371807,0
MIT,Christopher Davis,IoT Development,2020-01-30,2022-10-10,ffb17cf35cd744bacf30b787fee734dcb6a5f064f1a4c61aed83f8d9420163f8,0.8175070931935098,2162,0.8693279938161435,0.930059019909214,0.6997463260605712,1,5,23.82506334192919,0
IBM,Robert Chen,Data Engineering,2023-10-12,2026-08-26,f22a8e0e30986a5b82f5e1c15782f508eff00ca3f2b80dea3a7370955dde20d8,0.8490362662138989,811,0.895192043483155,1.0,0.7807321432240426,1,5,64.85128222699313,0
Johns Hopkins University,Wei Johnson,Computer Vision,2020-10-11,2024-06-09,477e44fe67faa5331fd71a3eebc9187061e1d2be8b7f4f23cdc8b7b1f5b4a95d,0.8722082662040931,1907,0.9191147235729916,0.880419917715152,0.9317609108152579,1,8,16.470982996744173,0
InstaDegree Corp,Fatima Martinez,Cybersecurity Analyst,2023-09-29,2026-08-23,8bbbb69d,0.0747,824,0.1023,0.5488,0.1517,0,0,90.58,1
Google,John Thomas,Network Engineering,2020-07-03,2025-03-09,6f3649e69834fb11847f02e1c8ec759b4c84c274833214baf887bf35ece25518,0.9298888491822683,2007,0.9153464566256788,,0.9087487699524303,1,4,19.987680277421408,0
Microsoft,Robert Williams,IoT Development,2023-03-21,2028-01-14,13075a3994fdec413b3501ab18f21bf36e947dd5c882cb934184e833037bf3b0,0.649517494408891,1016,0.7806272186667292,0.7998409604492334,0.825902630820713,1,9,1.3259138529773495,0
Microsoft,Robert Garcia,Database Administration,2020-08-03,2023-08-05,18b1377683b2d7d78db8f0889a52f68058f1ac23af65783893c3295b27650b4d,0.8278496697824101,1976,0.9654361529330735,0.9039339830105176,,1,7,30.84070870425145,0
Oracle,Jennifer Anderson,Blockchain Development,2023-06-19,2027-12-21,cf244d704f7ab90e4268302b88d4953968a279fea976506db8acb68eba9cca1b,0.7229879790473076,926,0.8880941979684227,0.9543633504786313,0.7815523509107516,1,8,4.540160470400496,0
CompTIA,Fatima Kim,Agile Methodology,2025-05-23,2030-04-27,2379a088b1c0c2f0d572e3e27b79c695864933001b33ffd9b99cf5ebccee904b,0.8134609881462612,222,0.9336374342899733,0.7932752604488598,0.880343548916142,1,5,11.69072397783285,0
University of Toronto,Michael Rodriguez,Cloud Architecture,2020-03-15,2024-05-24,52f7a468bea3a989d53909e2fa189c28f6a453206a0556cf83421d86bf379d42,0.8792294286878379,2117,0.6876373633982112,0.9248124435077026,0.8010764264795016,1,5,96.11628092778298,0
IIT Delhi,Yuki Smith,Full Stack Development,2020-04-27,2021-07-06,737c7ece16e1a134f706c4d77091a28c3784818a958c98cfd82494293bd6788d,0.6435693314509001,2074,0.9599946630812625,0.9610592136540606,0.7989118208337451,1,7,4.0704585141840814,0
Cisco,Barbara Taylor,Mobile App Development,2023-12-18,2025-07-11,719463c9e9a4eef183746c833ac76d8a57b607fcaea8b0486b845f22f4617db3,0.8919770405984976,744,0.8934337912130721,0.9197027733784013,0.8103844591798934,1,6,4.636397233373638,0
ETH Zurich,Sophie Jackson,Computer Vision,2020-04-13,2023-05-21,d35315079297e723260e4c70d15e9b0ee66ccd741441bb9a19471ccb8dc51a10,0.8156824044311441,2088,0.9260273393556849,0.8877867325452746,0.977331124632638,1,3,4.316595880263012,0
Oracle,Fatima Garcia,Database Administration,2022-12-16,2027-11-02,c1c32e56cb1cc163592bc3f53ad1c68c1a1f02c409425a3f61d778e5a12e6e49,0.6847883817175211,1111,0.9670569359075804,0.8527240072047488,0.7717088389819073,1,8,49.92016422932979,0
ETH Zurich,Priya Thompson,Data Engineering,2021-11-17,2024-11-25,97df49c93bc4531c1fc590bc823fef362ed237df09b2c23e952014da1e43ea54,0.6568992788563556,1505,0.968201316779867,0.9780479807369116,0.6434237672416984,1,8,120.9466448979291,0
Johns Hopkins University,Richard Ali,Robotics Engineering,2022-03-12,2025-06-06,4010af559cbcac6211acf77f58f1bfd1999ffe7abb2cbb345c79eaad65972f94,0.8697935629422298,1390,0.8589579508986952,0.8981955323825703,0.8281386898591026,1,9,35.84003831739176,0
Yale University,Arun Taylor,Mobile App Development,2020-10-20,2022-02-05,37f0cbd92094077943b0f0df31c2e6e067dd56b9911a381fbc84b4461862da49,0.566501749971324,1898,0.8844199798071204,0.9193937726286436,0.8600018359770156,1,6,33.34333872576179,0
IIT Delhi,Robert Anderson,Mobile App Development,2026-07-03,2027-06-26,67cd699d28e62812499b9c2495887cf31575f8d65c68ccbe41e39624a062e2e9,0.1038,-184,0.3241,0.7934,0.1423,0,3,3.25,1
PMI,Linda Santos,Quantum Computing Basics,2023-04-30,2026-09-19,fc38af89f4f19ea8e9ebfc2ca89e9f40e38cbe326366852bf64046be9f6ef85d,0.7196466213781947,976,0.7713245240200755,0.8548977666189888,0.8000675672268853,1,5,82.49570356839385,0
Salesforce,Thomas Tanaka,IoT Development,2025-04-13,2028-05-15,4f18227d4496f73be58c6d1f6e0c9a3e63230cace0905f0a3cea287fb79a3331,0.9474758455704139,262,0.6853898361389544,0.9805262291269127,0.34222596461275656,1,8,4.694446647417544,0
Columbia University,Patricia Harris,UI/UX Design,2023-12-13,2027-05-28,061e24cc0e00a96524581a25d7dcd5c73fd0b1da04e58f81b887ffe83f387d27,0.853397232582878,749,0.9531245545960827,0.92558464497186,0.849544317509,1,6,36.575983824263496,0
PMI,Sophie Kim,Agile Methodology,2022-03-15,2026-08-05,79f011cd83ecfbb4011cbd6c86693f9babef95a7f8c52f578839164b8c544a3a,0.4322409317135595,1387,0.9923736136169046,0.9424331162006837,0.9825856294756905,1,6,12.138070648151894,0
Cisco,Christopher Davis,Machine Learning Fundamentals,2021-07-11,2023-09-22,efa337186f0725463d825743e162c08d28bc70dacc8257e5550c4808f309b64a,0.6463697450502562,1634,0.9772954393646139,0.9384601364384753,0.8294637259468844,1,9,2.2607741846579628,0
Cisco,Elizabeth Rodriguez,Data Science Professional,2020-05-22,2023-08-29,3c1e8d87ced684233b2ab55a2de60be33c8ed252d727cd4ec3660cc23bc456e8,0.9420250296256734,2049,0.5259848381112291,0.9800291470557209,0.9918082518239547,1,6,57.04399154773226,0
Yale University,Robert Patel,DevOps Engineering,2020-07-29,2023-03-01,84d30af7821267955253d82f94e99b3c3d214e2afc672bcd4b33ca290652b77f,0.8793593392770356,1981,0.8934514231309033,0.857581456529289,0.8131655254657213,1,5,0.9658525790560539,0
TU Munich,Sophie Martin,Machine Learning Fundamentals,2021-10-16,2024-03-12,87e514da2b2b4506cc9d99aee23ea7fed58b7aa8710f96be6cc93617151ad1a7,0.5382530458632777,1537,0.8589233397026519,0.9200785646861033,0.8770537926291813,1,7,12.35952990232307,0
Yale University,Karen Tanaka,Cybersecurity Analyst,2024-01-09,2026-03-04,371135b651b39926d457d4a4f9316ecc0fa5017104797026493e55c017eaee36,0.9723456102355503,722,0.9083577213144951,0.811005025432949,0.7847079038307067,0,4,102.3152358407281,0
NUS Singapore,Jessica Hassan,Business Analytics,2022-10-06,2024-07-22,91d8ad6fb0fc2761131c43993bb63ec7edcbd0d6e6c846563800fe72d27edd00,0.8242068872895206,1182,0.7302297679149672,0.9278666176075502,0.9120878096289813,1,8,78.32556021942483,0
NUS Singapore,Sophie Rossi,Data Engineering,2021-03-05,2023-01-18,7d0ceea77780c9156a3a2a7922625d1b35910e4e2119c5fe2544c8632b10541d,0.428699235647826,1762,0.9608274653707709,0.9724463389639454,0.9315381189072174,1,8,0.7189666640680392,0
AWS,Richard Mueller,Computer Vision,2023-07-26,2027-11-01,6d8236dd9cfd6b8b893283f99b135e00029b5f0cfa28bd723d331021b54d0b97,0.6794260720507515,889,0.8198916491566304,0.9373042509357277,0.9139500703702416,1,4,166.2432429666052,0
TU Munich,David Garcia,UI/UX Design,2023-01-06,2026-03-20,9ec802a6a36594b20e2c153914402a46c5b2feeac2fcb39e4bb02a6a84bbbcba,0.7766145086202322,1090,0.9187984370826638,0.8881674758451225,0.8744707081965925,1,3,8.133832928584647,0
Google,Pierre Chen,AI & Deep Learning,2022-09-13,2024-01-27,6b2050375a22d46a01ce9e911db4ec0749548b6b13bbf6cd3d79a236db199181,0.7697570046276195,1205,0.6835824604673008,0.9560038809207327,0.9393397686742729,1,3,45.95452991682798,0
ETH Zurich,Christopher Miller,Software Testing,2024-11-14,2026-08-09,65271144d3dbbd29c43414368553d087bc47e6092178c9ccc53e4803582863ed,0.7127670807547724,412,0.8052217795923485,0.9273089894031564,0.9538859464896645,1,7,10.466903816057142,0
edX,Richard Chen,IoT Development,2022-04-01,2026-05-26,b166124b0bb2c42ff00a16c1c1a144cf1cd3ecdafdb3470944a4b9307c26c9e7,0.2658,1370,0.1786,0.6184,0.1462,0,0,161.31,1
ETH Zurich,James Ali,DevOps Engineering,2021-08-25,2023-03-28,804b0d7179acb6ad2e6d16baf6858a88d780b4268791e856b435dbe27fc9a871,0.9646196534339887,1589,0.7343576305567868,0.9359866957236941,0.9724317690881339,1,4,27.658423708843397,0
University of Oxford,John Taylor,Robotics Engineering,2022-03-09,2024-07-06,069e9f294abda9068d68e3ded22ea6c72613d34128ba649be3ed75aa3285148b,0.7051158073553077,1393,0.9553672509278817,0.9129863316602681,0.8770038492169261,1,3,29.18630450635606,0
Coursera,Michael Hassan,Natural Language Processing,2020-10-21,2024-12-03,114daa4a753b6c6b5283ed88e10e91599d801c06fc139b0ff69df856664c099e,0.6163361194371507,1897,0.5688519280586045,0.8395664028130497,0.9929951680148615,1,7,20.066805622551882,0
Salesforce,Sarah Martin,Cloud Architecture,2025-01-16,2027-01-15,08b63610976ca97eae7b7c133fac1371ea5f9f3ccf2b9c77b36010acd5ff767b,0.8518473566437106,349,0.8801413935913684,0.9591254271175552,0.9267628893009161,1,6,38.42212577867434,0
edX,Thomas Kumar,Software Testing,2021-09-11,2023-11-16,aed0755dbba88595676d5c5813af5a82ae398b7477d0bde6a579f8bec91dbdf9,0.8133210596011883,1572,0.4479391516850044,0.9387931011300568,0.88593227973789,1,8,45.292552595050495,0
Yale University,Mary Ali,UI/UX Design,2022-07-29,2024-03-30,823c5f46e422af27e7f13744b76ffa5772bcbc2dad393053f624f8932eb7ca5f,0.6995229622922196,1251,,0.9411579439187779,0.9053802919857571,1,5,16.649009752296713,0
AWS,William Tanaka,Business Analytics,2021-12-28,2024-05-13,1b5106ac5e82e1e5348f6bb40042c6d2bb4a577dc63037a44209afcbec1ad2e1,0.8700599260842837,1464,0.7868987963309021,0.8531261781212751,0.9610732944981991,1,10,9.879966038099985,0
TU Munich,Sophie Thompson,Software Testing,2021-12-28,2023-08-20,7a7b33d494df0f8099ffc66c27b51da37d4790ee9bee72075536055442da9181,0.8867577837899128,1464,0.6339499995487805,0.9464318507140591,0.9249947559994637,1,7,1.9409117884613438,0
Stanford University,Sophie Jackson,IoT Development,2020-03-08,2021-08-01,47fcba27a7c6a9b9315ba8c846e2a0a9efa40482d7d048d5ef3c47b12e3e8067,0.8246702723195871,2124,0.7757255367601905,0.8691731541800164,0.9438022121268553,1,9,2.4098847718709013,0
University of Oxford,Robert Garcia,UI/UX Design,2023-10-26,2027-10-23,b8a6229d8a8dcd1acef202fbeba36fad05e410cabc4a9cf22fb6c172c84b2aa3,0.8356030411491624,797,0.9949781081676734,0.9118832844696604,0.9696497563077718,1,7,0.415540584956916,0
Adobe,Yuki Johnson,Computer Vision,2023-03-21,2027-03-29,8501aed1e872391bef22eb2661e29a5e5270ae3feffd88c3bb95138fc3dc60e3,0.6804835500371738,1016,0.9657088936426191,0.888653696990282,0.8745120584532076,1,5,17.96696716109186,0
CompTIA,Pierre Hassan,Cybersecurity Analyst,2023-02-24,2026-11-21,012a7506821292f86c0179e7712f6af5460be550d0719796e487665a33961ba6,0.7379416044850461,1041,0.84092944837917,0.9648559646190746,0.8387719529892639,1,1,9.13078334137632,0
Microsoft,Robert Thomas,Blockchain Development,2025-03-29,2029-03-08,eaab660ea34c171f6aa8acc3019c5349a9d7b70d05a4fa869e0374f8e054471b,0.8116228701690058,277,0.8896372765461917,0.9437013298097026,0.8295158980068364,1,7,11.230725128978941,0
IIT Delhi,Jessica Kumar,Quantum Computing Basics,2025-07-09,2029-06-13,ebaed0e282827d738831aa4464b6729938b1b00a4e06fc3bb2377949a3fbd5e9,0.9875897295718506,175,0.8910064991434262,0.8716711251487291,0.7991037459148691,1,6,52.94605912142521,0
Cambridge University,Robert Tanaka,IoT Development,2023-06-08,2028-03-20,c4b85fa768077a9a0eba33822f45b3d067bd2ed5fc1bb998953b325f7d505574,0.7435325704723158,937,0.8797604881771824,0.9357918440678324,0.7024917719577318,1,2,20.72926641757184,0
Adobe,Patricia Patel,Agile Methodology,2020-02-13,2022-11-01,35461619be52afa6e535215d70010430c4f67a9ef61715a2c4160b42884f663b,0.787589919265154,2148,,0.8376084537951605,0.9046655542340316,1,12,7.58095989457102,0
Harvard University,Wei Rossi,Full Stack Development,2022-02-24,2024-11-06,6da6a15982a8ca347793db1b483ace6b88a33c6eb328aede7d0436f0dbd8aae6,0.7266623668783847,1406,0.7658023660090831,0.9295224036069053,0.8478318469347411,1,7,9.217730431401176,0
Google,Arun Tanaka,Database Administration,2026-12-11,2027-06-10,1802c7b45591e29a508543838bf1d32ea10637f051cc1de517abf26942a3846c,0.3166,-345,0.4614,0.4867,0.0488,0,2,11.32,1
Yale University,Ana Rossi,UI/UX Design,2021-02-21,2024-10-08,6f4d39e5359d4c6feaae19aad533f7030551ea3e99afc1f136739124192fcf55,0.5987096840581465,1774,0.9796456796352532,0.9503451190632247,0.9559576518440438,0,7,104.60640935210326,0
Cambridge University,Joseph Johnson,UI/UX Design,2025-01-17,2028-01-04,0edcf58800d80cc455079a33e200a10fd1adaf743680fed942df5267e5311991,0.7994330245738422,348,0.8894597025187478,0.9742136751111088,0.952956707974932,1,4,27.49165540488401,0
Harvard University,William Smith,Data Engineering,2022-02-13,2024-03-05,ff42be45856090b3ec0e5c9c1426b9d9f97b37a46b2e98d672bd690ecca11ef3,0.8021597752670714,1417,0.807239315251936,0.9265442171044572,0.8967679957448375,1,5,55.64731686087086,0
Columbia University,Linda Thomas,Natural Language Processing,2022-06-15,2026-12-31,ecef3e7674080ca9713c6eb58dfdb05c32b03f841b8abca186be046c0252728e,0.9239384263726815,1295,0.9775118827107862,0.9314485216115219,0.8828107836778141,0,2,43.23701913147765,0
Cambridge University,Sarah Brown,Agile Methodology,2024-08-05,2028-06-13,275165f1a80c2d8e1124b3875bc298fdf72c9e102bd6bfefe4f65171f594701d,0.7663057249983993,513,0.7068546283278193,1.0,0.9556540153080425,0,5,6.145537303590835,0
Harvard University,Linda Taylor,Cloud Architecture,2022-05-27,2025-04-04,4d44f33d5bd77a353440cff6324abb3f0a00da0951320de2f67eca27699c2da1,0.9440058925288014,1314,0.6162653630744779,0.8818410549255123,0.9349551561319785,1,8,20.798327185034452,0
edX,Sophie Hassan,DevOps Engineering,2023-07-22,2025-12-27,53283fa3225ef6c8fdcdbe7ff62aa9a131e8ac4228492b96ec1109221235d0e6,0.7214012341262175,893,0.9035893933204948,0.9467191564838784,0.9083524457514489,1,2,18.29756916174269,0
Cambridge University,Jessica Taylor,Mobile App Development,2025-05-29,2027-07-14,ea401ffba809f235aabbae4acf313695b685ec9afc26411d34eb8d7f3c5ded19,0.9544714737434229,216,0.6177260648944225,0.9042246029727891,0.8882777934711583,1,10,9.24924928377721,0
University of Toronto,Barbara Chen,Software Testing,2023-09-24,2027-04-07,75468431d6ed9b9ad6255247d0bcb3b2068cdc5285905ba90eb61f85d93c9b18,0.9806980658863136,829,0.699757848125179,0.8603248704827725,0.8434816522154813,1,7,1.290807076081715,0
Cisco,Sarah Hassan,Natural Language Processing,2023-11-29,2028-01-26,d0e2ccfb56bdf3ebd118d2b2c59c00c44f4ad302b61bdd6ca18e33aa01189282,0.8476098603633836,763,0.762067436990157,0.8777223911822694,0.9365741657063702,1,8,13.626331061532174,0
Microsoft,Joseph Brown,Big Data Analytics,2022-09-14,2025-01-07,73f17ebad531db52c85b7d81a2a5c05962a2fff7bf9d854e41d2fde46d8bb9f3,0.6004906055677123,1204,0.7744582220408108,0.9831495669031348,0.8797642218180722,1,14,41.09302860591556,0
Coursera,Fatima Kumar,Computer Vision,2020-11-20,2022-09-12,c9155b75f186bcbe3dbda6d3295b3a2b2325264ad89f1eb8f4535f1765995604,0.1076,1867,0.2731,0.9546,0.26,1,2,98.33,1
AWS,Priya Chen,Big Data Analytics,2021-05-30,2023-09-22,56fe5040e66172c4eb0f7d2d429e6e0d423a1513f95624980863c93f674032dc,0.9680714728233649,1676,0.5618090664332077,0.9237472146293833,0.5726458028079302,1,9,57.812031846866596,0
AWS,Fatima Jones,Natural Language Processing,2021-03-14,2026-03-09,b528cbd9a0743652e88fda22aae1c9fc6a4520c71804f21072de1b6024132cbd,0.7953091976829701,1753,0.914420387223824,0.9213479665748044,0.9530697906100658,1,10,7.535382302243795,0
IIT Delhi,Jennifer Taylor,Big Data Analytics,2021-12-19,2026-02-27,191fcce8754fc78de7ef789b239160c3d40442e557f6d4a08f221ea932a58158,0.8869860622976146,1473,0.9378379629497214,0.9068548484670641,0.6565558958592219,1,6,16.30253843280154,0
MIT,Jessica Martin,Data Science Professional,2022-11-21,2023-12-06,8eb65a3f9bdbc3fe19e575d2f4d63a6726a3d793c2a02bfbb6660214e3413cdf,0.9375640525829362,1136,0.9127674276469739,0.9492626054409103,0.8765142123556744,1,6,1.1482832367731537,0
AWS,Elizabeth Smith,Blockchain Development,2022-06-23,2025-10-26,4fed8ce2c695aebe6c63f4b7b1a025a420fd9956405f38240caef16176af4738,0.95819305641316,1287,0.7602905234065278,0.9131027056406522,0.8486853694181155,1,7,2.191403856289139,0
AWS,Sarah Thompson,Robotics Engineering,2020-07-05,2022-08-06,4f94f4da565ecdb1975b6515c158d21517288014b5a6856f99d0755f22903883,0.9101789209974597,2005,0.7565461158358838,0.8754425524380374,0.8318944605331215,1,6,75.62391288633177,0
edX,Wei Jones,Business Analytics,2022-05-24,2023-11-07,56bf3dc049b285e39f273480589997bc81993c84ffa35ca5c38860bd36d1a51d,0.949057792637032,1317,0.901179847570586,0.9425049239771053,,1,7,7.819888606382861,0
Google,Patricia Tanaka,Project Management Professional,2022-11-17,2026-06-18,c4d0f8cd69165d8f28092d05483e3e71c37a14bdf1f8270ef10667b584e64762,0.7783959935758556,1140,0.7048581769708128,0.8980749429952417,0.9653408349602566,1,6,15.642606315233593,0
Johns Hopkins University,Joseph Jackson,Data Engineering,2022-08-12,2025-08-26,e44f99d81f1dd18c845365d80adb0f204a123f7f0c9c4db11e644cd260656235,0.7746273691719098,1237,0.8036202951853515,0.9452217957325922,0.8940905859894492,1,9,25.57652314876539,0
ETH Zurich,Joseph Williams,Quantum Computing Basics,2020-08-17,2022-07-05,8af84b70823476909ed2e35e19ab59f91c883ba7bce26cb74be09054027ea174,0.7016868805610021,1962,0.8819105798785869,0.8842138793176733,0.8578859520292562,1,7,14.444937293091286,0
NUS Singapore,Yuki Williams,Cybersecurity Analyst,2024-08-22,2025-12-25,4d16f7f6e9052975e8793bbc068261f151a659bfa2ef4d1d940a2d8bab62e595,0.8110427350870838,496,0.6285462072742226,0.8414221816783846,0.7657376219474433,1,10,36.00819888451136,0
ETH Zurich,Pierre Miller,Agile Methodology,2024-03-29,2025-12-10,b1f4ec743bc7aa40662ceb2cb8afe0208a83b8b8b5834b6d0c0472bee5f2f62a,0.8916094361751349,642,0.7730626216865961,0.9950099931383837,0.9563655026793954,1,7,23.469316818467284,0
ETH Zurich,Wei Williams,Cloud Architecture,2020-04-03,2022-02-20,312dd4c8f6bc6982c9fcd6430b5f0fe9e493686f23793a34a0062c2cc89ebbda,0.7453586868313686,2098,0.9844925269063775,0.8420894175697462,0.9154376833109809,1,7,11.019038060841439,0
Coursera,Linda Garcia,Full Stack Development,2024-09-26,2029-04-05,bd4754c2a10c665873359c1bfa4e4c19c2f14aae605d2b5f8f891790145ed9eb,0.8281079157053846,461,0.7474340723416382,0.9637017678384083,0.931425101010809,1,5,5.856351906983408,0
Adobe,Fatima Martinez,Project Management Professional,2020-09-05,2022-04-02,85e916d8a874b505eb95255e4a03d3fc0490a0431ba413810a24616307fe86c8,0.6482367400622939,1943,0.9597059565626519,0.9578044297129508,0.7799577742351945,1,7,15.6883298321448,0
University of Oxford,Thomas Mueller,Database Administration,2020-10-24,2024-05-15,bf80351605aef645ea53ec9861aef1ef9d070a39ff8d7409d281d3d2b72731ea,0.8307738097821986,1894,0.9432776852385663,0.9790282321686684,0.636351212816417,1,4,0.9819445294960959,0
University of Toronto,Arun Garcia,Business Analytics,2023-10-03,2026-02-13,edbef3bdda6a52b0839588decec392c009618c0dccd9c35ee691979090a557f4,0.8751548309099639,820,0.6168430777759936,0.9289696973328693,0.9846983982436407,1,4,19.46117985330379,0
Stanford University,Barbara Martin,AI & Deep Learning,2023-04-10,2025-09-02,d8235961ad7749f676cd78b2f3107f0187fa745a9205a5ab9508a4285614743b,0.6091905737869489,996,0.9278223391937868,0.9334656132466315,,1,4,2.541011254223214,0
PMI,Linda Tanaka,DevOps Engineering,2023-05-22,2027-08-05,022beb662162d16cd22d596aa728b143a9402a6c357aad1d3aa05b45b5b84b91,0.8039385470479156,954,0.9181275191566255,0.8667820372364016,0.9482197010609793,1,6,7.678337012231921,0
Salesforce,Richard Rodriguez,Data Science Professional,2024-02-19,2026-11-26,7220b5b3a1a2afb2aed5b3004fb66ff65fb546c937c8572bbce0c25b892843b0,0.9223559559344553,681,0.8486489153716739,0.9247025952792047,0.8661793430483108,1,3,3.598159235659983,0
Cambridge University,Patricia Dubois,Digital Marketing,2022-10-09,2027-03-14,c86cc29a144ddce83ed8c04e11f1b6298fbdfdb887c6673374e2292c3f3d720f,0.7815777391215978,1179,0.8263432138384785,0.9192566579342811,0.9165095718394487,1,9,8.416746944850374,0
Oracle,Sophie Harris,Blockchain Development,2025-08-30,2028-03-22,940b0e89c2108a43ed7483619a70eacbfe3c9b1d406a3135cdef1f48df3de246,0.9645260345878776,123,0.7659623162092908,0.913998409698826,0.8993371254167776,1,6,5.777968548363893,0
IIT Delhi,Pierre Jackson,Blockchain Development,2023-12-01,2027-02-21,69996333da1253663bfef6f390fc08b4139b2328bb0d25b54025facae86e22d8,0.8456690754346822,761,0.9216634180400993,0.9898582213774406,0.7942134814763442,1,7,73.16914685416239,0
Cisco,Michael Dubois,Business Analytics,2024-02-03,2028-12-05,070ff7ce1c1507300e86a99b2022b0490ac6626bb72e4537a62355690e2fc7b5,0.7944848197808774,697,0.7577732952886124,0.9117182409951206,0.8973960674605092,1,9,27.669430095768526,0
edX,Mohammed Anderson,Business Analytics,2025-12-01,2029-06-10,6bd8c2c8f1c45c0e8b9dbec282e13e82c217d3b87c50b03c6502989a138c78d9,0.6003568223688717,30,0.895007749059812,0.9183976039187262,0.9433318885582945,1,9,0.8448701107531951,0
IBM,Sophie Santos,Agile Methodology,2022-08-02,2027-07-10,ec7bca7f3e0a11ea771f016e9993338ecdaa1feebea4265702ff94d25d925e0c,0.832756607781079,1247,0.9685412620909817,0.9127721398086827,0.7080406864396128,1,3,37.21797543068697,0
Google,James Smith,Robotics Engineering,2024-08-05,2029-01-23,9b6196be81ea8379bfd9bef71a7495a29923a8908b6c0235cf91eb670ca97a0c,0.4879244281543819,513,0.8554709083581152,,0.9490167629034848,1,4,0.4895121366350386,0
MIT,Susan Taylor,IoT Development,2020-06-21,2021-11-25,86c09f548c7e58b5f034325f3e6f56c257f2be63d482a1b055a741c507f100a5,0.8988060747667037,2019,0.9530896534738771,0.8849214172865494,0.8183765541643447,1,9,6.77873302926327,0
University of Toronto,Patricia White,Big Data Analytics,2020-12-21,2024-08-24,6d0938d1ed0a00ff9aa6860848f75bca9d817eff94a8320817bdf257e0f840f3,0.9570746267217073,1836,0.8306874366943994,0.9664723186606764,0.9558687617114847,1,5,31.180112296393414,0
CompTIA,Susan Thompson,Blockchain Development,2025-08-24,2027-06-14,c20eda093fabfd82e9689ceddc9b5aa864009a5195e70b5452cb02cc528c2b95,0.8565591434992398,129,0.8562692428133287,0.8646612378379965,0.98409972683516,1,4,26.15889768689373,0
CertForge Academy,Ana Miller,Data Engineering,2026-08-31,2026-11-14,a86f676c9ad1b73e8fddc2a9bab006a1497c40a9246b14729fa4bfecf45d7cbb,0.1164,-243,0.2617,0.7272,0.3346,0,0,0.28,1
CompTIA,Thomas Hassan,Database Administration,2023-05-21,2027-10-04,6faa81024ae2d9a213b8411baf78a6d142603c10192381820aaaa6db1f7c4b7a,0.8944177450972594,955,0.8604503172853065,0.9254163101951174,0.8504431220852222,1,11,97.83184246829047,0
CompTIA,Mohammed Thomas,Cloud Architecture,2022-11-05,2027-05-24,6cc740d58ae2f23d145268ebe9ce5256887a1d89c799584f9b7f84e22d3c1cbe,0.6634515396473855,1152,0.8232532630684141,1.0,0.8662902588763215,1,5,31.692688527557795,0
DiplomaMill Online,Mohammed Chen,Cybersecurity Analyst,2022-05-26,2026-11-29,e9fdb5a926bd9867d9a1f11f7d8f2293990f1f0eccb08c67dc248addff5a4f6a,0.0612,1315,0.4068,0.7915,0.2475,0,2,102.12,1
IIT Delhi,John Chen,Blockchain Development,2023-01-28,2024-11-23,83a334290ad6a818a92ca51a5eca719d342bb75b793b07ffb2d9dabfb0a345fb,0.8046234464373763,1068,0.9691845155099507,0.8802387610448668,0.8881292600648324,1,12,19.46334567025709,0
University of Toronto,Linda Rossi,Robotics Engineering,2022-02-03,2026-09-30,0190d7a724ee7520b9c97c486230afeb11752ec117f20bd609771731a1b368f4,0.6654898871930519,1427,0.7170571135821656,0.9304313640242824,0.8631802053021703,1,4,9.962112511990586,0
Cisco,Ana Dubois,Cybersecurity Analyst,2021-03-06,2022-04-06,dd643f2765b37197c8b33371fade84f284afcbac5c4320d05185c3439871217d,0.8678906323243087,1761,0.812823890910759,0.9470669150919011,0.9656558227662387,1,4,39.483657009628615,0
Harvard University,Susan Rodriguez,Project Management Professional,2020-08-29,2022-01-09,3925135da80c08ebb9788bced6b8c8d7758296938cb12c7c5434e98232cfdb67,0.805722876035607,1950,0.5516101427047412,0.8813253277275963,0.8286617649889034,1,5,43.72381682040364,0
MIT,Karen Anderson,Natural Language Processing,2025-01-05,2028-11-16,a7232285507d9877677a25d459c72c2e8a372cab642aab5e16db8c5f9afad780,0.808728607277234,360,0.9219891139875037,0.9073295914568137,0.9456219773049943,1,5,33.35242179563869,0
IBM,Jennifer Santos,Full Stack Development,2021-12-10,2025-07-08,135aa17ef5262fb811184e0d7e60b2d7cc75cc056c0a75d7f6cc0f4e8c52a88f,0.9527888934854115,1482,0.7870545710472736,1.0,0.9280771895660181,1,5,50.42072145780921,0
ETH Zurich,James Taylor,Digital Marketing,2020-01-15,2022-05-03,a01d9018d515afb56c9406b741a5e39387496b94a22ebebe005f9c96fc059f0a,0.7582187483464036,2177,0.7981085864694698,0.9444941295214773,0.6482301482716853,1,7,29.6654246499783,0
Columbia University,Jessica Santos,Machine Learning Fundamentals,2021-07-26,2024-02-26,d99b9e10e13473ef11895ba969f1698524728416114617800895f7d25d9c337e,0.7123830165675262,1619,0.6123656059749965,0.9875635247044102,0.8671698215063419,1,6,24.806172887793593,0
IBM,Fatima Rossi,Full Stack Development,2024-02-03,2027-07-16,6885799c88d3413cdec51ee7ee77bfe1fcf70947da342eefe5228d124ef3ee39,0.8618598254202046,697,0.6070696511798026,0.8779669168791319,0.9283605675348213,1,4,42.73264169061999,0
Oracle,Arun Chen,DevOps Engineering,2022-09-20,2025-10-04,db0cb167f2ec6c323003fff1a6e918bf7a3edbc95064748912e93038c8d9dbd2,0.9726689989860446,1198,0.9704390231196021,1.0,0.952221674405992,1,4,27.91128414869205,0
PMI,David Chen,Software Testing,2024-07-06,2026-03-26,daa8bd4a315ed2e53b0c830b18e1cda783bc285cb42e094aff0609baa276f856,0.8935024414433229,543,0.9279837091946828,0.9706299868073732,0.712522700265414,1,5,14.874355628707148,0
NUS Singapore,William Rodriguez,Big Data Analytics,2020-06-16,2023-09-10,fd1d40eeac97d9a5f737aa951ee3cd749b0a0febf88f495c7f742a32b1702438,0.9172540559764809,2024,0.912957439067066,0.938112248526678,0.9321384656547975,1,8,41.91891211618388,0
University of Toronto,John Tanaka,Cybersecurity Analyst,2024-10-12,2026-06-17,966439b7414fb94c95c4c0a1a6ae0122e1b1d52161aa1842b0f4a9ad08667d68,0.8267852607943684,445,0.6188465588236507,0.9645649079763675,0.964675611323552,1,4,113.63728462222736,0
IBM,Arun Rossi,Robotics Engineering,2023-06-10,2027-10-14,3f6a4fd037974eb04cb8597f509f83aa3673d3573e4581bd1b919b7171e9f81a,0.8813154293126703,935,0.6160334011552305,0.9566110059709515,0.894356891465943,1,7,6.086976528222057,0
Microsoft,Mohammed Harris,Computer Vision,2024-03-02,2025-10-05,09c7cf5081a86dfa3d9b3b2673672fa808f7ed5f0e355df55b8d8c82cd0e9256,0.6693186502436766,669,0.8096356721013396,0.9327038987006092,0.7969021423309296,1,6,17.933951209780357,0
Yale University,Wei White,Project Management Professional,2025-07-02,2028-05-04,5e478bf36c61b431a7b2d636399f97e82e9ad5c5a809e1c121ed7458b57e9830,0.7444848236547993,182,0.7299800788721049,,0.936090892035836,0,8,8.017941425137588,0
Cambridge University,Robert Chen,Data Science Professional,2022-02-17,2023-07-24,3751f615e848b41dd9d2364ada1255f7a83d61ff0e5551c4bffb1cfd95341663,0.826837407851327,1413,0.87159845925043,0.9967920304521813,0.7233545816017353,1,7,39.08053971442721,0
TU Munich,Patricia Hassan,Blockchain Development,2023-08-28,2025-12-21,9de7d0c03410be7572b83fcc396210e3f5be658d49fcb0b104e391e9ba834442,0.9901501040051766,856,0.8710367350273145,0.9828645433918175,0.8440220001700645,1,4,11.728442434492484,0
IIT Delhi,Christopher Smith,AI & Deep Learning,2020-06-12,2023-08-13,b89a5c99e9310016b1e228445f8d5deefb98bcb8b24c8378700bff3502151bac,0.4933404394247627,2028,0.97416017887775,0.9243965084075033,0.9099517572695863,1,6,11.12326152920912,0
Adobe,Jennifer Thomas,Cybersecurity Analyst,2024-05-10,2027-11-13,cbc044cddf5b761ad538e91f8cab7dddb00c3c83dd6024a72ced3351f3dc8958,0.7718175662654693,600,0.887789446866416,0.9552639633792073,0.9707189040923281,1,7,11.610657387285064,0
Udemy,Sophie Davis,Big Data Analytics,2020-02-11,2023-11-18,af987422e9c1a7f2d98daeef222252784e9dfa91346756e424965d081da477e9,0.9332872465755154,2150,0.9758159656505292,0.887909852966574,0.6836901024003095,1,8,127.45255140434739,0
PMI,Pierre Rodriguez,Machine Learning Fundamentals,2023-07-03,2026-11-16,edbcdcadbb36ecf93d543523aa314e699d84d8cc917370764ec4ac859da54c34,0.8045047954646306,912,0.8436674422429651,0.8340382338326932,0.4553645729347961,1,3,14.70264759701393,0
ETH Zurich,Carlos Taylor,Quantum Computing Basics,2021-09-29,2023-09-07,f835ebec8de804342b916723035573e7e47456893ed7ea9b7d3eafbae4b4f120,0.712670311258037,1554,0.8780730708001115,0.9132110267054554,0.8533763947112535,1,5,25.056221448946634,0
ETH Zurich,Richard Martinez,Business Analytics,2020-05-02,2021-10-26,51d200c1060fcd98c873a1ade84343a3c6fbe4ed56d1f4f4e0235c8d02f1e390,0.6798893032273832,2069,0.9846784555460032,0.913086029137231,0.8916727515758968,0,10,119.25417351525853,0
PMI,Mohammed White,AI & Deep Learning,2024-03-13,2027-10-20,19535484c19d8f1138f0f6c4dc3f97a9b2926fc013b0784de8773ad5bd432f1a,0.8145535638386141,658,0.8940080707035706,0.8376253962420205,0.9482129671232143,1,4,63.559453599148014,0
IBM,Yuki Anderson,IoT Development,2021-11-08,2024-02-28,5c51cde02a530307b98bb7699c5c42b2d44d61d4ed492aca8eb4b4cc217233e9,0.7580681817919209,1514,0.900961903141288,0.8733109879807953,0.7831532141008525,1,3,4.031472570088747,0
CompTIA,John Dubois,Network Engineering,2023-06-01,2027-01-15,6b3cf0814809c535620312a6ab577094da16af9349dc1772d32619abfcd9a2c1,0.526459717905223,944,0.9712056573289192,0.8782501806514353,0.8080935886623699,1,6,27.224759605650696,0
Harvard University,James Harris,Cloud Architecture,2025-07-25,2029-02-27,a83f1d086e02dbe48c8c6480c01688322f722d379be7f497febeda31b5df4632,0.8983548213194329,159,0.8942505834595421,0.9814015573490765,0.6662984530860706,1,5,42.99170031630373,0
MIT,David Ali,Database Administration,2025-10-04,2027-03-26,4880241b29f907e70005a1ee0a5b989ee2c476db556d7b46bc76ac75801e5251,0.5535440652835308,88,0.9649822988192898,0.9657369683036021,0.7729854333909549,0,7,39.603158113222264,0
Cisco,Susan Johnson,Data Engineering,2020-02-07,2023-01-28,4e3f0f709d8870e88fdea7ee014f4397d75d81063365fe02e032c98f16affbae,0.716221267129864,2154,0.8874186237234002,0.8987527654311873,0.9525476259441085,1,10,31.640768577820086,0
Cisco,Ana Harris,Natural Language Processing,2025-08-30,2030-08-05,b4c6cbd961283c275e5f519beda07c9f2125a7ef21e7345fe82831eeed907aad,0.7410761067202836,123,0.7277998125125728,0.9278807002456374,0.8189765123324115,1,3,1.2369699344784664,0
Oracle,Jessica Martin,Natural Language Processing,2022-08-25,2025-10-14,d0ec6e72a19bde2b733796fb39f664dc85e989d84f67f7d950365d0c90f4dd1b,0.6728484710316414,1224,0.7105694789112659,0.8596546389303817,0.5111804474642961,1,5,42.85796383566603,0
Microsoft,Ana Martin,UI/UX Design,2021-06-08,2024-11-20,9de6c990c26ecd02bd8c50731f432da9127f01f5d761b6c72ff14e1d6841dceb,0.7912823237759915,1667,0.9210900964309887,0.8441628867782485,0.8252951914432383,1,7,1.312211999015408,0
Microsoft,Ana Taylor,Network Engineering,2020-06-12,2023-11-24,48c1ae5eaab8f53318323ce22e272845612bfa018ef16e46ed5e9d29a4e8656c,0.9194145036958701,2028,0.942173210539487,0.816477144281228,0.9445023791084893,1,5,32.796284671149266,0
Microsoft,Karen Brown,Big Data Analytics,2023-12-18,2025-03-10,5836fd97ee4da9a816d92a5732a857a8177289ab84a95117c59d205dcbe2e006,0.8676931678450653,744,0.8284777905297463,0.8671489547944237,0.7859362346123197,1,8,4.385502570271681,0
PMI,John Wang,Software Testing,2023-01-08,2024-05-14,7d78a35cb76c7e62103075d5e8b699cb132d792a0aeef151ea53d3a621885a12,0.549926873963028,1088,0.8437237917469181,0.8967076197575741,0.9093822253706837,1,1,37.14911821730282,0
University of Oxford,Sophie Hassan,Computer Vision,2020-11-30,2025-07-12,c1c61809de27b6841b44ad3b9f797ade014f35c8f7634e43ae56fdeb0d56a94f,0.9442980206829049,1857,0.8708164883535563,0.840355913731829,0.8762639902679568,1,4,7.14792291976839,0
IBM,James Martinez,UI/UX Design,2023-06-19,2024-08-24,63b604b18a4d47089a726b3ef199b7ac71678803c281760d86c2f2d2d2382907,0.1444,926,0.4743,0.7128,0.1308,0,0,4.77,1
Harvard University,Sarah Rodriguez,AI & Deep Learning,2021-06-09,2024-12-12,749443fedb57c4b1a35209c3db73be102d7be0de9e5475857b102133be37f350,0.9822626846738669,1666,0.8659652720854615,0.8308821366605547,0.7819016902970173,1,3,44.21627585395829,0
IBM,Patricia Jackson,Database Administration,2024-09-07,2027-05-15,d375d5401a9270bf43f142c9294c2ba0168d030a6d1afb0a73dd1341786df522,0.9010220691219768,480,0.7550512681606687,0.8997612088378943,0.6196079131167909,1,5,0.7069268539143689,0
Google,Priya Anderson,Software Testing,2025-05-24,2027-07-28,7451f77e12482f499ed3fe132a5bd5adec897ab5cca64282d119c5c1e19e9757,0.689270155219417,221,0.8738631667172482,0.8897007462859796,0.8365849061217344,1,6,11.780440530604277,0
Salesforce,James Wang,Full Stack Development,2020-08-08,2023-12-11,3a880987bf5764cc385eb95dc1329d1faf0af3dea690f38afafa940d069a87f7,0.9143018839184585,1971,0.9685690623455051,0.964080088225861,,1,4,36.59717028501464,0
CertForge Academy,Michael Dubois,Cloud Architecture,2020-01-11,2021-07-07,39dc49b27363d129651cbae716d197f5130adefd93273a5cd58c6604800acc00,0.0045,2181,0.0872,0.6216,0.1562,0,3,138.84,1
PMI,Patricia Patel,IoT Development,2025-08-11,2027-03-14,133e777cd5b84f3774fc4faf6519e8451c42b5e3c0c5be3b10cda14a7ad7abd5,0.9635982716622732,142,0.7053932622711911,0.9515386153374641,0.9651750729483015,1,4,39.96851519525781,0
Yale University,Yuki Dubois,Quantum Computing Basics,2020-11-02,2025-10-28,072940ae90d61186bc073abf4b162c2d904e0d88a1250e0ac005feeca5654b2a,0.9724894862875223,1885,0.9178034833013541,0.9402150712795276,0.9222662417309075,1,5,4.986829625888602,0
University of Toronto,Joseph Kim,Software Testing,2021-08-14,2025-04-16,ecc66f56955db2908dd50c03c270f71904fc36acaf3fa2c430138963fd02f1ae,0.6106002429739759,1600,0.8541678707166299,0.8928386617084552,0.935643482702744,1,3,4.438220124122365,0
AWS,Jessica Tanaka,Data Science Professional,2026-03-31,2026-09-09,2f5c0f20a9feb1950acc957009df02cff14d7dd93175333bdb299e676b81fe2a,0.0571,-90,0.1341,0.59,0.114,1,2,69.71,1
Cambridge University,Sophie Ali,Business Analytics,2023-02-19,2024-12-07,7b6d0efe1487d0e0c7f45fdb0f268578c5cf40f52fdcdfb6f42e7e30f38d8de0,0.6326595854077666,1046,0.9193870561433023,0.906695881809202,0.8818895549978326,1,5,74.60707688820841,0
Oracle,Fatima Wang,Agile Methodology,2021-02-28,2025-06-05,84b838dd175cb09318d455352052e6fa67dadf53667531796e5f2aa4908206e1,0.8177800702576888,1767,0.6441699135169661,,0.9198619221078573,1,4,3.6111371510163948,0
Adobe,Sophie Rodriguez,Big Data Analytics,2021-12-26,2026-10-06,0cb42e3e854725931c14a8379050a0387f5c6526eadcb086ff5ad11fafa48a98,0.7601216062344999,1466,0.5262016541000709,0.8909146220703755,0.9113352181833116,1,8,45.42029352107013,0
Salesforce,Mohammed Rodriguez,Big Data Analytics,2024-07-24,2027-09-17,ad72910841c2f7f3337edfc7a939fec84fb6e12808992658e193904cb10270f0,0.694840926444055,525,0.8718546724461504,0.9832369834905276,0.8693642998685039,1,5,40.04745099536487,0
Cisco,David Chen,Network Engineering,2020-06-22,2022-08-13,9c94d5b2fd34e9689a599da9978ff1d67819ff11adb7d316882e9663a6bceb5f,0.4462149369196392,2018,0.8558241117253814,0.9044755243119155,0.44826900975400624,1,7,31.984736240546145,0
Google,Pierre Brown,DevOps Engineering,2025-04-16,2030-02-01,be6e7798acf64c53538fc8c6eaf4caf23a16c3343eccca7d4f3e0a8b591e9093,0.6256642019244565,259,0.6871256123192283,0.9165940303099381,0.9496154157164396,1,4,12.022312518174656,0
IIT Delhi,Robert Garcia,Project Management Professional,2025-06-19,2029-08-15,361fbad473e9f9bc0012157425df2ea00e3e53f9da774296e70f8808905262d2,0.9236008285987803,195,0.9331297705720204,0.8681666625197084,0.6623256272259396,1,4,2.071572266286333,0
Salesforce,Karen Jones,Cybersecurity Analyst,2025-07-02,2028-02-18,cd9e9db343d1de095ddc45601014b4088b3d7eff0c9e5f87943e461af98f81fe,0.8348703799081642,182,0.8439909535822098,0.8396955213667314,0.9247572870634537,1,8,30.095370056863963,0
Adobe,Sophie Johnson,Big Data Analytics,2025-11-18,2028-12-10,91c34731759158e43d74576cd6ed496426a011daf76587af9a3f5d120269764d,0.8381027518805547,43,0.8450659851592712,0.9130364217491209,0.9168011006305063,1,6,9.830575124753894,0
NUS Singapore,Linda Wang,Database Administration,2021-10-01,2022-11-14,6b4d7b26eab738d2b49fa346fd2c6ce32f6d6f54eb9745ea76817fc67a551373,0.8710099476324362,1552,0.7377328474831889,0.8150989923909765,0.9634365123423274,1,6,32.934283280368234,0
TU Munich,Yuki Thomas,Data Engineering,2022-11-11,2024-09-29,1b53175dbfe354fb1387bbee1a64d9495d30b96babe9a402bbe2e66086d373f1,0.6703190089884334,1146,0.7322029446779892,0.912752748042017,0.7504644737273796,1,6,35.052820526018515,0
MIT,Yuki Brown,UI/UX Design,2023-11-22,2027-07-31,de03529aa698de0fa1fdcfbca18a405da473eaf9523eb190f196f5f6e3112779,0.6661251601529177,770,0.8915081248374583,0.9250238547085852,0.8566822148348797,0,4,15.369308196455938,0
Harvard University,Arun Thomas,Database Administration,2022-05-18,2023-07-27,9cddfbe639b95ad31757520546827d1d928fe674ca137a11c9292a2babecaa81,0.8616961432582846,1323,0.9314858883266485,0.9315781401503096,0.8631145490402206,1,9,3.514070574318296,0
University of Oxford,Sarah Williams,Digital Marketing,2020-06-19,2021-06-27,58f651717a34852c474630c6368ae8b400dc65043da535ba782d302ea0fa64ed,0.8900814989948095,2021,0.7725273555569975,0.7948844645724622,0.968324964795389,1,3,6.113236157817928,0
IIT Delhi,Mary Patel,Project Management Professional,2025-06-27,2028-01-18,8cf335b361afa1951fd2eeef97be8d43085bef41fc9ea3035b15ba22120a7466,0.7993677550626026,187,0.854980448811812,0.8809081051226529,0.8270644674822383,1,3,13.170248163505798,0
MIT,Karen Rossi,AI & Deep Learning,2022-07-11,2024-09-02,d2ec4ed2ca40cd80c28254ef0188b5baffc15f0f0e8700dea5d935ebc586ebe9,0.7933758769043041,1269,0.5922342596578224,0.8077598546146345,0.8980643945345239,1,3,27.37215131880201,0
Yale University,Jessica Jackson,Network Engineering,2024-09-05,2025-02-28,1d217690515e753558ecf826554a,0.069,482,0.1112,0.5759,0.0906,0,0,14.97,1
Udemy,Arun Martin,Business Analytics,2021-05-19,2024-05-30,83662f799b0c5aab9466794ecaf3738871eb3e64fa4d2a8dbfe73580e8a323cb,0.8310636898388251,1687,0.8849927978637719,0.9858697421201641,0.8829492156638793,1,7,25.19524812971566,0
Johns Hopkins University,Sarah Rossi,Data Engineering,2022-01-20,2025-10-21,b73e695d8afd6cfc7f369e370ba5b7d3fadaf94cee256130b1721429cf50d3e3,0.8840776280016643,1441,0.9656647825504115,0.9883650410191189,0.9096277766305791,1,5,7.842972528260212,0
CompTIA,Susan Anderson,Software Testing,2025-09-08,2030-07-26,a32f60329d1d2ef085f76d2ef0af0bdc2e67eeb328fc09922e70b67ec821762a,0.6349802956509127,114,0.799900510596062,0.9578798613303262,0.829885748258979,1,4,2.1786022579551965,0
CompTIA,Fatima White,Cloud Architecture,2021-04-20,2025-10-30,2acfa20bf62140447c0ee8dd434dca1dc5afb39dc1f99faf43037913d06504b0,0.8654671186826387,1716,0.8487431648377886,0.7786449279635,0.969905868437763,1,4,28.683080843377844,0
Adobe,James Brown,Network Engineering,2025-08-19,2029-07-20,66ffd684aa77cd00b9ca75161fd963e787c10de1b777633acbb515812134e575,0.9835600809233848,134,0.8840729084269036,0.8998708464445246,0.7324591231569313,0,9,19.331224928828785,0
ETH Zurich,Jessica Patel,Big Data Analytics,2024-12-25,2027-07-01,a2bc61d037b39981b63bcabc6b4b8add959e8121a56e481a8792570e2c4eb315,0.9926365849431669,371,0.9468960713513391,0.8938396854746675,0.9426935029401867,1,7,8.449719793561226,0
MIT,Patricia Hassan,Business Analytics,2021-02-01,2022-12-09,2fba66195f3d5a8f50bc4e5196e4e17aba57a7fee755a5cf1173976f8b282449,0.9185946131396863,1794,0.9290488901479028,0.9758771665415252,0.9722291571747484,1,7,1.5361880458937978,0
TU Munich,William Brown,DevOps Engineering,2023-05-27,2026-07-11,4df9b862d8577e596e906d7e4cbe098eae6615901cabe2b7221b3a7fcd85e173,0.8812158302008876,949,0.8314806012902547,0.9464626812885745,0.9208503426619524,1,6,4.263739644258093,0
Adobe,Yuki Kumar,Big Data Analytics,2021-10-16,2025-05-29,3cb90973b739072de39f02190c3f3d6f719aa6186b79c2d0fd5f306a1e1ac6ef,0.6637283049770152,1537,0.9110835663632525,0.8627015038588804,0.6502753625025627,1,6,156.82722258081264,0
edX,Fatima Rodriguez,Database Administration,2020-08-01,2024-06-05,d5d348879f4222c6bf67847304d57cfd925a2557ce04f0db659b4fdcd0ff5714,0.9712764307699376,1978,0.8245220000033753,0.9718681658955293,0.8473954015598909,1,6,4.431170414801581,0
edX,William Hassan,Business Analytics,2023-08-31,2025-04-25,798883fc5586db97f2863fa37382519cde2788fba6b92b13450e0106f37102cf,0.9270816673439841,853,0.8320418926002139,0.9756636156369697,0.9506430763086124,1,3,4.526249946750957,0
IIT Delhi,Ana Hassan,Full Stack Development,2021-02-26,2022-08-27,c2144eb9a8e24fdbaf2d0fe2aeeed062667018d217fc4921395c99ba15c5d2b0,0.8479917123083082,1769,0.8033865037007121,0.9823786901863787,0.5786215825522484,1,11,57.997054559626825,0
Johns Hopkins University,Michael Harris,Computer Vision,2023-03-04,2024-11-20,52e6490a5abf65e0499680560d7f8444705bfe70edf7e7b60ef70b22f7ae9ea2,0.7321522387588373,1033,0.7445904179247566,0.9643505471038628,0.9422863762123442,1,7,6.88997034564763,0
AWS,Mary Rossi,IoT Development,2022-04-12,2023-07-14,37927b2558e336ee632d66f7eeae2c0a9269922306883d9e37b7b54619f9e88f,0.9688651414915569,1359,0.8363391746566744,0.9795271575879942,0.52793733992568,1,6,33.27924711590052,0
University of Toronto,Yuki Wang,Mobile App Development,2021-03-16,2024-08-04,0e081daf38b88dd7fca548db8e20c890f5631195175165ee5534aaa2586365c1,0.9132187993244418,1751,0.8059439882768502,0.8582897057659568,0.9628916065097355,0,7,7.641590019944821,0
Microsoft,Mary Martinez,Database Administration,2025-04-25,2028-04-25,afe966b2f9322fa6c0bbf904717ffdafe1d13a50003d93d0926f41036f2235ab,0.6614556439717846,250,0.956894484770232,0.9727971644816868,,1,4,24.30096948190997,0
IIT Delhi,Sophie Harris,IoT Development,2020-09-29,2022-12-31,a87463ebac1cba3c2555ba1a4dc4c4e0153d464df95fc72b9e261ec759542c10,0.8481997595451538,1919,0.9211688730844261,0.9077145594558341,0.8289867985676681,1,6,37.208062720773576,0
Yale University,James Brown,Robotics Engineering,2024-10-09,2029-06-12,f32787ff303c18aabe2280fd082e625df2f5c01d9abe8aeeccc580f67f8b7664,0.8782421969848703,448,0.7760412536537384,0.9660847772778353,0.989563431269342,1,8,64.38863367510008,0
Udemy,Arun Johnson,Project Management Professional,2021-10-07,2024-06-17,6f45d85b90d01d1bde019204562fba128ca5dc9d16ac5d79dd9613d33109dff7,0.7303431055303999,1546,0.9492944733430098,1.0,0.9078201892843346,1,9,20.801181304292516,0
CompTIA,Thomas Harris,Data Engineering,2025-01-08,2027-02-05,5f78f342b6d37228c666abeb087d60b75c8c7630a85e3d6c83fc60f513317844,0.9402991416370287,357,0.7581761354898072,0.9807089256864615,0.9019866058979701,0,5,59.08653561162705,0
ETH Zurich,Arun Jackson,Blockchain Development,2021-04-03,2023-02-04,ea5336c1efa6c00b21b36d965c906931a0b2939cd134f87b9ad9a9ef5533785a,0.5329217693125594,1733,0.9352043532504923,0.9055706579842546,0.9449886149675867,1,4,9.882928499823016,0
University of Oxford,Elizabeth Mueller,Machine Learning Fundamentals,2022-06-22,2024-02-08,0c601f3d9d2aa1e0e41bd6307f222b68ed35fa080b19fdc646dd20ec6313f9b3,0.8247171085173384,1288,,0.8835033138612604,0.8690515161597028,1,3,56.34705353675207,0
PMI,Linda Ali,Mobile App Development,2021-10-02,2025-06-10,387ca9b289e66de28389c7f9ee3523ca2df3ef840118b1050bcffb2509bfd4b0,0.788343173592513,1551,0.7249048988394569,0.9341956189115348,0.9284532465606226,1,2,55.769511434419364,0
Adobe,Sophie Kumar,Project Management Professional,2023-01-08,2027-06-27,767bd1a2eb2ed9e39421c4fbd0add0885b7b81bb0e29a2fc055c8dbc40fd5217,0.7499228656970011,1088,0.8548598414128722,1.0,0.6139783757896071,1,5,33.757619647075025,0
Adobe,Michael Anderson,Blockchain Development,2021-07-16,2026-05-17,3f781bc4d38cdc4ad24325224ee3de26b80b6f52c4aa917e50410a578288149e,0.7616241367685437,1629,0.5357035959177641,0.8817021623586806,0.8846533104457337,1,8,9.227487030965209,0
University of Toronto,Thomas Hassan,Cloud Architecture,2020-02-05,2021-06-03,5600ea74249e283b7ac68ea3b8e1d2e13881ba5b34ba03e55bdc8940e9e05639,0.7624704324407535,2156,0.8452233094309164,0.8637147905238297,0.9146563097455966,1,3,1.5267021487831631,0
Adobe,Linda Brown,Cybersecurity Analyst,2020-02-25,2022-12-12,b7556f2b7048eb8c1e81c51549adf961c663ef99b127a14d28da00b883533b82,0.656603505979535,2136,0.6724358862130061,1.0,0.908641757770227,1,10,0.6738453332172439,0
Adobe,Ana Ali,Data Engineering,2020-11-01,2021-11-05,474a45c87a6030434571bd9bf60f34a3542be34391d0f71326fe7ef4d3610ffe,0.8789680032425092,1886,0.850108960501713,0.8329563414318877,0.8136818284490076,1,4,2.4427866463042363,0
Adobe,Priya Johnson,Big Data Analytics,2022-06-29,2027-04-12,f27bedc5141dc3f6130cd1a98d7a41838154e65f270d4c019055b86ef6c048d0,0.7743097986034579,1281,0.5334329091759009,0.9484708362927715,0.8841018269836202,1,5,11.184806751541245,0
IIT Delhi,Christopher Smith,Mobile App Development,2025-07-21,2026-08-05,77a8d87582c07ae6e67474bf9932b2ff4f7ffe1c0f36fd7f81a373e998e1b84d,0.700266748169991,163,0.9748417075726817,0.9719247536065594,0.9056855830343974,1,4,66.17130430397715,0
Coursera,Robert Harris,Database Administration,2023-09-16,2025-06-12,c7fa214b853021a25e8b8ceef4258bdf074247e2e50a97d96346edd5eafd6e56,0.9261610056295745,837,0.7999319963567473,0.8147141495862431,0.7511473125345158,1,5,69.64114668137861,0
ETH Zurich,Priya Thomas,Digital Marketing,2021-07-07,2022-11-07,ab7e5d1c09374f77d6546456c4aeae1fe4b561d35ce175193c1d0b522b5630f2,0.6730476743112151,1638,0.846277106349448,0.961908846447599,0.9035208128139445,1,6,9.468853993284226,0
NUS Singapore,Joseph Williams,Machine Learning Fundamentals,2020-01-05,2024-03-31,f767d6c7bf317e72757e775b852af95b9adc45970b710bdf28db588fbe623993,0.8347620030343277,2187,0.7030354462947355,0.8753021803304182,0.8982096932399101,1,8,15.542205950484414,0
MIT,William Kumar,IoT Development,2022-12-10,2027-09-17,7b40bef2a86c284e928224a000318de750a76be2ff1e4d6086209b245a5a9733,0.9359988498885224,1117,0.9671913258177424,0.8504271581748923,0.8175620921830499,1,6,67.05237349774016,0
Microsoft,Jessica Martinez,Cloud Architecture,2020-11-15,2023-12-09,5a1064fb71adf8db76df29841bce73f823cc884191d9483deceb35f3b4dde39a,0.5128585666007835,1872,0.7352268256654204,0.9505372280610875,0.8476454076790543,1,3,4.706762518956625,0
Udemy,Linda Garcia,Blockchain Development,2021-02-17,2023-06-24,d409cfa28fe6a5499b84fe4ccedac1aa81f645a35fe12bc2d85291f4bbe563d4,0.8632082341156782,1778,0.6897830771198459,0.9388335322253408,0.7326535118824218,1,6,35.44721973283847,0
University of Oxford,Jessica Ali,Digital Marketing,2021-01-27,2023-10-19,4e467daeb89fea989d77f1818165ec0c5b9d65dd907a2f0a1b10b99335733f60,0.9692922606878507,1799,0.9602151167010754,0.9641785883924732,0.9840999326100325,1,3,38.5630724745215,0
TU Munich,Carlos Johnson,IoT Development,2023-12-29,2028-01-09,559e685edfdf5aa303ca06de4937901d579e5458f354343479f31fc551791874,0.882976636157764,733,0.9498226956367126,0.9656533883866854,0.7994524593297588,1,2,60.20529436896083,0
CompTIA,Thomas Thomas,Big Data Analytics,2020-02-07,2023-01-31,35cd9368a8e550d4e2bfa29d9597f0a7df7838a5d808fa652eaec992029a4366,0.9224107002419585,2154,0.7005852572337443,0.8882305831718291,0.9945390211253977,1,4,5.044577529796934,0
NUS Singapore,Jessica Hassan,Cybersecurity Analyst,2022-02-16,2025-02-15,2faf487a074f5e663a44311c394737bcc569f20d47e37288d689ea8bfe4f15a2,0.6639814769710328,1414,0.8635662934100798,0.9358315058168393,0.7717303916364189,1,3,0.4985605608956236,0
MIT,Barbara Garcia,Full Stack Development,2024-01-18,2028-01-30,bd51a802a7e8cf0d6c7f6eca87ffaa7c469236e5942c0147c636a3aef62fa132,0.7071969711120091,713,0.8270885026487182,0.8719244599580239,0.954726999829217,1,11,197.4815574762407,0
Microsoft,Sophie Martinez,Database Administration,2025-07-29,2027-12-08,904157dee521c0fed9458c4bdd789c7fdcac7487e0f6074e6fa21ff848556231,0.6655559164411882,155,0.8052028823769101,0.8387318495935276,0.6796154582419958,1,6,37.460600768345316,0
IBM,Carlos Anderson,UI/UX Design,2021-01-04,2023-12-17,93c966ae9fe064b03f05eb3de63963d7dfef7a67b8035e4939c7a34e22f77f34,0.8442611352360743,1822,,0.920848860690361,0.9744845619408613,1,6,139.51573499467872,0
Salesforce,Mary Wang,Natural Language Processing,2021-08-05,2022-09-30,ba7d0694bbc9042aa248ffcf18f40684d7eb6eae7ee6dff850e6fff7c3d25233,0.33591538702382634,1609,0.7949963089454599,0.8897210574506518,0.8281564321022753,1,6,9.083598627988998,0
IBM,Christopher Patel,Database Administration,2024-10-12,2025-10-20,d28d6b8871929c1eb408c5ea61b321c44962b996aa3921ad0e23e37e12b4e549,0.7796768816963738,445,0.6068550576763635,0.8763766461509029,0.7904760880221435,1,1,47.3144286408776,0
AWS,William Thomas,Database Administration,2020-07-27,2025-04-06,09848a0f858ab8716dbcfac83dfd1d9d2d777dc2a60328cd8847cb47a751dadf,0.6517877326994739,1983,0.8638146438222783,0.8451930180695049,0.955503621703982,1,11,101.91606939860495,0
QuickCert Ltd,Elizabeth Anderson,Mobile App Development,2020-04-18,2024-02-07,932dfba340d31b1a83c576af776d79453dfca2e0cd1835b226bf6d3232e294b0,0.0636,2083,0.4088,0.5166,0.5,0,3,20.12,1
edX,Susan Thomas,Database Administration,2022-04-08,2026-08-01,f61bb206b03d2efd461d2c0296f853eae2217fc3b1db92004afecd897a2b6d8f,0.8690678814178663,1363,0.9718943808717894,0.9508023785509364,0.9298651908499911,1,6,7.685081510840305,0
AWS,Mohammed Patel,IoT Development,2022-07-28,2024-08-23,9e212fb01bae0aea2a1a9585d2c69321fa7dbefeaebdd5b8304afc062ecbbe6e,0.0682,1252,0.0367,0.7022,0.35,0,0,131.15,1
Udemy,Arun Harris,Digital Marketing,2022-08-31,2025-08-21,1173dfa8397e01aa5222a8404faf203456db735147558834887572815d11909e,0.9642771744957247,1218,0.8078254451016254,0.885734927604541,0.750457638442449,1,9,15.363376199650734,0
AWS,Priya Kim,Network Engineering,2022-07-04,2026-12-16,e39d7ebf969eb44f999bac88c9eda9157ff3ca48a2f831f85bf98a1305d5b03e,0.8897038131692366,1276,0.8963918360650435,0.8737385368208793,0.940850831041426,1,6,65.7599841078366,0
Udemy,Mohammed Anderson,Quantum Computing Basics,2020-02-13,2021-10-31,e80e06b1c1731a6787f1fcd6b7f930222d2535b1a60417769ec5afd0e1ec3a90,0.8517062448708883,2148,0.9545689825917186,0.9711351310948907,0.5590467193447306,1,7,2.82287062015613,0
ETH Zurich,James Johnson,Software Testing,2023-05-09,2025-03-28,89521d60c14e556203450ef82dc5ffad5744989665d855c30b650a0387ec1a7a,0.8790689747238587,967,0.8744299381168713,0.8387425942861584,0.8646246854415627,1,6,68.53394275203662,0
Johns Hopkins University,Sophie Thomas,UI/UX Design,2021-02-07,2023-09-30,bf1022800a072341f1eaf5852b3bea4f14f2a2a463c18c79fc8bbb3967f8dc88,0.7326486573257426,1788,0.5482664062461949,0.8822865919354269,0.9715011938996909,1,8,1.4094109234428747,0
Cambridge University,Elizabeth Williams,Cybersecurity Analyst,2022-04-09,2024-06-25,149770e7db81d6f52de644a9741c74d0da29b452298e2f630218d80127ea472d,0.7351971811406782,1362,0.945513655875565,0.8909052197369003,0.8744012834929139,1,7,16.891678585110363,0
Coursera,James Martinez,Full Stack Development,2025-05-25,2027-05-17,5417223b0204896ecfa479147e03d8ea5d136b59649b026d4e51661b3c00ab27,0.9282290602770236,220,0.9131657033188226,0.9704864527398095,0.8893439529403808,1,7,18.031672489155497,0
MIT,Carlos White,Mobile App Development,2025-12-02,2027-03-10,b76628f0fc83ff040cc4485fbcf172f0e05ac8381c98b4720ac4c0408fddea94,0.7120883702587075,29,0.6297210883154742,0.9304260459317203,0.8333914836360277,1,9,0.5153447793938645,0
Adobe,Richard Rodriguez,Mobile App Development,2020-08-19,2022-08-26,6375797d36803f810a86bade18be57b09f513f150daa1ee0883b5942e2670d64,0.9001659165177632,1960,0.7960765776637142,0.9780860215198047,0.8377673590992918,1,6,17.396918018196075,0
Cisco,Thomas Rossi,Machine Learning Fundamentals,2021-01-10,2023-01-26,8add35050154d3c9c4e161387ae3087bb04d95640a7f8867c06f9c99235ad30b,0.8540694909915173,1816,0.9103649935661459,0.846524039152728,0.9579634808901322,1,3,35.65521261343521,0
IIT Delhi,Wei Santos,Business Analytics,2023-12-25,2026-08-03,c749d5cfdc0e00cb87eae00677fae5c03d11605706ad7bc1a5b231cc14a28120,0.9429114510498824,737,0.9919460911408898,0.8894843440867626,0.8183860129148919,1,5,19.24996564298825,0
Stanford University,John Brown,Cloud Architecture,2021-11-30,2024-01-21,40ea09855cb35f76d0bebe23dab72d05089dc08415de5413e1542c6caedbf214,0.9364183553619236,1492,0.903366813076814,0.8129784875604034,0.9407341777611996,1,6,3.207018564921307,0
InstaDegree Corp,Thomas Santos,Blockchain Development,2022-07-10,2024-10-21,f080967328c31b8a28bf7e9f8dc5bd2650c133fc5f26849b3b5423b95d885d17,0.2142,1270,0.6428,0.6728,0.357,0,0,177.11,1
Stanford University,Richard Miller,Network Engineering,2022-09-16,2024-02-08,80ea021735f95c543eab2643fe8ba01ead6cc8b3c34779b72f2873ba43e14179,0.8114800706740598,1202,0.5678298035443377,0.9293391506936696,,1,7,23.22316668598202,0
CompTIA,John Martin,Agile Methodology,2021-11-26,2024-09-30,613be6e513dd593bcdd55b2039ee7cd00f4445731b2aaff7ce3bcd92afd5ba6d,0.6282876317092605,1496,0.7960664860226746,0.8538975836685675,0.5955624962339487,1,6,13.167405813591312,0
PMI,Joseph Santos,IoT Development,2024-09-26,2027-12-17,b4ec40da0eef89711086e99b8a0757898092a9af560788e3f3a7388e4c88b474,0.9708342790614428,461,0.9595482992219438,1.0,0.8078599580832546,1,5,25.881944912496476,0
NUS Singapore,Wei Jones,Data Engineering,2025-11-20,2029-08-07,f4c7e68e4a01489e4c3db1f8be51700e2ff5242d8a7263bb8e70df1bd55497eb,0.8091784552851257,41,0.8914264995954323,0.927294268637334,0.8974274688932523,1,6,21.95070221786721,0
InstaDegree Corp,Elizabeth Thompson,Cybersecurity Analyst,2020-12-27,2022-01-10,0ac1b6fb36575934fbbe3991bcfeb06ba05e2b8ccefc2c735959e0cb0d37dafb,0.1723,1830,0.1609,0.8002,0.2459,1,0,15.69,1
Columbia University,Fatima Rossi,Quantum Computing Basics,2021-01-21,2024-07-11,8f8e252d9a3dd93cec405edd69cfe86295c3407641accdbe78e3654f21e950e8,0.8549163792757339,1805,0.9277431237082374,0.887097720252238,0.8636724045988847,1,6,2.0984847439463468,0
ETH Zurich,Fatima Martin,AI & Deep Learning,2024-02-25,2027-02-06,eb4a0821de191d8db3556a974524e2a34d892681b7023f738375c4c384136ee5,0.684642407493683,675,0.6790551870218621,0.8418347332700252,0.8572478872327501,1,7,33.34827051222038,0
PMI,Wei Hassan,Quantum Computing Basics,2022-04-13,2026-11-26,6962feb69095087be22fa6938a517877b9d6bba224c8bf55ef963d2b149aa82d,0.951800808619351,1358,0.7455387047988362,0.9407072229026396,0.9339304015405826,1,8,24.92108883045251,0
TU Munich,Thomas Taylor,Machine Learning Fundamentals,2023-10-17,2025-08-26,5d9c7918abda0752647ebd15733785c269d415a22ac165569b588b8685fa35d1,0.6341511323416733,806,0.8967181196297563,0.982754427412427,0.8957440900804523,1,4,9.926242917136765,0
edX,Karen Mueller,Project Management Professional,2021-10-23,2023-03-31,f2f38bd58ce042b15a3848d1c0cc491140b8bc19ddefde6e2559fe9c12eaeb70,0.9267513405563566,1530,0.8603401663874054,0.8989785928856314,0.9291868312068984,1,2,7.6417531433028,0
IBM,Linda Chen,DevOps Engineering,2020-10-08,2023-10-20,f4b86487d85119ff76f5bc71f4118a49666be8965b944913b8ffbf385e80ab04,0.837284775493859,1910,0.9517513562682242,0.8652513794803374,0.7031497294430323,1,4,56.922027446507734,0
CompTIA,Jessica Martinez,Database Administration,2023-03-26,2025-09-26,0be2ce28d704a14d7d3e225675a2050e4f11ab78cc68f28ab4133fb1f81293ac,0.8148999940859221,1011,0.857701406409523,1.0,0.8139883047655785,1,4,51.080939483542515,0
CertForge Academy,Michael Thomas,Data Science Professional,2021-11-15,2022-02-03,313b4c31de7275b302aaf1f88c88b7406b4949b0f73659d8fabb2a945ffd0c18,0.1489,1507,0.5354,0.5579,,1,0,18.05,1
University of Oxford,Fatima Garcia,Cloud Architecture,2022-02-19,2025-03-07,4fd510d868c698fd75041098c3fcf754b269319a982dd7e20a2b89d9cf38daf0,0.701866526330245,1411,0.9306876325013351,0.9773091531571426,0.9163146212049399,1,3,15.681611743469293,0
PMI,Christopher Taylor,Quantum Computing Basics,2024-03-11,2025-12-21,fb27180952859263b85608f598d43feabac1eca1c8316d7ab7c10fed897f702a,0.6882692541080588,660,0.7914139303263177,0.971695090359695,0.8354774561833167,1,6,11.416856186773463,0
Johns Hopkins University,Priya Chen,Business Analytics,2025-03-18,2029-09-28,91e822eac479a68b48444316f733dba55d6bf732c12bd42b06655899a8dd5a9d,0.8617782449678258,288,0.8375166155455664,0.9605456780642957,0.935790144425567,1,7,21.0264804471065,0
Cambridge University,Thomas Miller,Robotics Engineering,2021-06-14,2026-02-05,28622f567a52e0555b47b13804f272281a129fc35bc21875ed6622fcfbca7565,0.476114109682839,1661,0.677578297455431,0.9339304686447532,0.6966174183485023,1,5,6.398325290429987,0
University of Toronto,Pierre Rossi,Computer Vision,2021-02-22,2025-12-31,eb32b220c0bc1b36412b55e409ae66b4e57fe8e7bdfc7917df9a040ee602e17f,0.9815465002801064,1773,0.6328868319249173,0.8999983622677167,0.9254448590562246,1,6,27.32353145847507,0
IIT Delhi,Linda White,Project Management Professional,2024-12-18,2027-11-13,6ef2a768f7333278bd7d2cdf363d029684fbf52f2473a37fadcab1701102a769,0.8029490297534079,378,0.8939958099051195,0.9613508066031363,0.9130168009899556,1,5,2.121596636392014,0
Cisco,John Patel,Software Testing,2025-07-29,2029-07-06,8d80ab687e74e4570b2f1836b27a8ba40374c29f8368bd8787b6f687cdd2894b,0.8777897199687569,155,0.9530299986328653,0.8997187599160957,,1,4,47.656576386278886,0
TU Munich,Carlos Miller,Network Engineering,2022-09-10,2024-07-14,d8c6c91370c43a34edbc40fe827da37da0b2b51633aa455f36ebbb1327e15eb4,0.5987369466217689,1208,0.9679454573549107,0.8777877556368126,0.6983138186903107,1,4,12.415972707139074,0
edX,Elizabeth Thomas,Cybersecurity Analyst,2023-07-01,2027-03-16,c5de329fdc8b337b959baac0d532d6c387f363f42a906013f14ed0011f8e94af,0.783431015162868,914,0.8851007179443896,0.9426979091565258,0.9034433082763343,1,11,4.830444288713666,0
ETH Zurich,Sophie Taylor,Big Data Analytics,2020-09-28,2022-11-21,fa27b664afb71f160ba49f81faadf0f982b3a38b5eeb3422f89a68f9d7490224,0.6798535907936332,1920,0.8858072064518772,0.9838725350764862,0.9367254617863515,1,9,24.38763715948579,0
ETH Zurich,Jessica Rodriguez,Computer Vision,2024-07-27,2029-07-14,ec0f90079a52bc33f8c2874149e6d30ea5a40da4388616a80cb5bfccc9067575,0.6947264413893715,522,0.66153941785701,0.8854600428597317,0.912944900048096,1,3,49.36727250766729,0
Columbia University,Patricia Taylor,Business Analytics,2023-06-26,2026-01-04,7d1a5b99c51f9c0a204641f05a0d8be5cb828fd469f81200de057c07f7933389,0.6542140791708426,919,0.7601883458285669,0.853576575983887,0.820134857158372,1,3,11.425012175430401,0
TU Munich,Joseph Dubois,Machine Learning Fundamentals,2021-12-18,2025-08-13,7841598e440be7cfaa891dbdb55aa607d2289c9d10e0d0300608a35c0cb75b19,0.8020414579207417,1474,0.8719019765272822,0.8404904338372852,0.8008774086581983,1,7,47.85115851037528,0
University of Toronto,Karen Santos,Network Engineering,2022-07-10,2023-08-03,cdd0ae7854194863f09ca6d9ba3e7e0014a60b981e539ea76aa5e5469c677d33,0.7758425052094391,1270,0.8694046134503857,0.8701708923864085,0.8759665351124551,1,5,11.259179139160443,0
University of Toronto,Jennifer Jones,Digital Marketing,2021-03-04,2025-01-01,fb5e984577b9a9d3480f9e9561295f098a02a7f05c0087c90a9b69c55cfad660,0.8341764748236662,1763,0.760289136016357,0.8326560435940851,0.8659302929439007,1,2,20.789131911112282,0
Stanford University,Ana Miller,Quantum Computing Basics,2020-12-15,2021-02-18,3bb957e4a6b3d2e0df0b2d227e1f37718c29a6a59f7c9145707c5c742674a2bd,0.0295,1842,0.3023,0.6961,,0,1,43.02,1
TU Munich,William Rodriguez,Blockchain Development,2021-09-01,2024-09-28,0b74ff4597cd452f4c2c7a710f15e13003231466b37bfaaece8c3f126e594bf1,0.7522428575361161,1582,0.9245942302183667,0.9465744199612488,0.7033802450486084,1,3,18.22351929277007,0
Google,John Miller,Project Management Professional,2025-09-07,2028-10-25,e39137c319fa1cf3f330156d48f480b9564dfd3452f379df0836a81ab2f05c68,0.6877676195245227,115,0.9153866665413063,0.9344046233685872,0.9217245871425658,1,5,36.97189548741717,0
IBM,Christopher Jones,Robotics Engineering,2020-12-18,2022-11-26,49bf75a764b8a91642b408b99a15abb62ab3af9dc317a9406cf834ba5f893314,0.8293605920883774,1839,0.9348436559091718,0.8448805509155242,0.8529426752817949,1,4,39.34578646719488,0
Salesforce,Mary Jones,UI/UX Design,2025-01-16,2026-05-28,81a992d27c6764e892f5414e5ab2f1bd3f165e83ac9f11d7e44a0adb9bf97e11,0.8824786007945616,349,0.5752241109723687,0.8524761232149399,0.799698720288389,1,9,11.252245075667304,0
TU Munich,Mohammed Chen,AI & Deep Learning,2020-01-30,2024-07-31,664f57c0627d6f84c59ce0ae9f5b17a34c99bf0c2297e7ae575019de7e6aad83,0.9012723517597733,2162,0.9358880833281035,0.9100302913644942,0.8575399914112265,1,3,64.19017317687572,0
NUS Singapore,John Jones,Database Administration,2020-04-10,2024-03-28,23eef806c5b5306c24fd45d7d09223458986e5506ab15ce60482a04aa2113e10,0.6884557322079482,2091,0.8169015706960135,0.9070596390270604,0.9680069050978778,0,3,30.86593102356123,0
University of Oxford,Jessica Garcia,Agile Methodology,2025-02-04,2029-06-09,3a4f17e8a09dac9379930480a360a3d68c6c7f8ea59c6245ffb0e8f8bdbabf28,0.7959332904422333,330,0.8740683311098667,0.8934504531742231,0.9264856509373618,1,3,59.722881338204864,0
edX,Elizabeth Miller,Cloud Architecture,2021-09-07,2023-04-27,6006267ec235b7a88f1d073252f6bb0bfc3891b0e143425781a98323df4c6b5a,0.6087212813453926,1576,0.7683975794340441,0.9600955261406136,0.9870815417475015,1,13,43.165069877485145,0
MIT,Wei Miller,Database Administration,2025-01-31,2027-07-18,626f00d65331d1a0d67c79154913b0feea7b61741583f7bcc56e2dd024212e97,0.9920034679744321,334,0.9405473262751866,0.9285172191252045,0.9321346996613539,0,7,30.82778585057912,0
IBM,Sarah Jones,Robotics Engineering,2024-02-05,2027-04-18,afc1892b7c3138237d129f37f2ff2109d003a818fa90f3555ebd1b51dc2b89f4,0.8697102193891819,695,0.4973094213811172,0.972892330755513,0.9371463995911907,1,4,32.22898898073991,0
Oracle,Priya Smith,Machine Learning Fundamentals,2022-09-03,2024-02-25,90cd17033e94006ed98ea49feb296033b0a9ea55d9236062b5670f5ac4d813c8,0.9269057705593472,1215,0.9995319826662723,0.8618376785576729,0.9326557667094918,1,6,9.99534139892373,0
Udemy,Priya Mueller,DevOps Engineering,2022-11-23,2027-04-10,677266403e5a83e1e0b114d54a6685bff2bd063f2f8be24f3b6ace0785e02fef,0.980747755853956,1134,0.7519862200054536,0.89518487530187,0.9609355154820441,1,5,13.332158826089485,0
AWS,Priya Santos,Data Science Professional,2023-01-17,2024-02-07,42d3c4a67bc79b351a807afb4ec6d47f6ce8442bdb5d18a79101c558796dd994,0.9213319071337104,1079,0.7731337542044182,0.8817051589500553,0.7158309729807815,1,5,9.052148846013463,0
ETH Zurich,Mary Chen,Software Testing,2020-12-14,2023-05-11,e6938c87bece2d05648017ba08cd424bc1b22ada48c6e04f11dbaeabf2985ca5,0.7892544632035016,1843,0.9065947746406195,0.9464901378492853,0.34437558757150716,1,1,10.665639474099917,0
Columbia University,John Jackson,Cybersecurity Analyst,2022-11-05,2024-11-01,3a5e2541cca599f0949933a64c98d1cbd9626dde4875b04414e5052440113c0f,0.7179366983645052,1152,0.9576850913530596,1.0,0.8527183787165037,1,9,10.131550801745345,0
edX,Carlos Davis,Cybersecurity Analyst,2024-03-25,2026-07-31,d3cfc7e34ba0b02715dde7e07c249896f943a57931733350cad5377dcab2bceb,0.9318372952841363,646,0.9468929646233778,0.9187053709488221,0.6049857837634127,1,6,49.721963466882954,0
DiplomaMill Online,Carlos Patel,Natural Language Processing,2022-10-17,2025-11-06,263897b48ec5b88aecdc0e6b18b3e07de401d097c13871a4119da0b10d5650c2,0.3673,1171,0.3273,0.6331,0.0956,0,0,22.07,1
edX,Barbara Wang,Big Data Analytics,2024-10-09,2026-11-20,e5ccfda78f4480089cdade5537dc29a82a062216ca6ba734b55a25036e94c0c2,0.518887063267072,448,0.6955330933863747,0.9281665398071834,0.9134285938645357,1,6,28.23016283488406,0
edX,Ana White,Digital Marketing,2021-05-21,2024-08-25,a9754c334abd86ea904b13551ad722bbd822ca41288b3c3369aa656ea00ab883,0.8089151617225635,1685,0.6361216512293799,0.8879235006689921,0.885481538109074,1,8,40.510342440777904,0
InstaDegree Corp,Patricia Rodriguez,Digital Marketing,2023-12-14,2026-06-22,8702a692a749c62bc3e91c1975cd9d7333ec30d0508184d256bccb18b384d5b9,0.0361,748,0.2146,0.6777,0.25,0,1,36.12,1
IIT Delhi,Elizabeth Davis,Computer Vision,2024-10-02,2027-11-15,9067e5c4b28017750bc4e239ece10c35c4d6a8f0d6789450455f01673d48d090,0.837073269573434,455,0.8626515305726736,0.9490094650076116,0.8904639349137474,1,5,26.426363994848188,0
Yale University,John Mueller,Database Administration,2021-10-08,2024-03-16,4e44e5e3d43b904f62c1988bff683ddc1bd57a1a9dfef24d4915a9c9c49eedbc,0.8483881340552643,1545,0.9705410174932987,0.9407585027411984,0.9603464660833331,1,10,45.82114849227733,0
Harvard University,Ana Jones,DevOps Engineering,2022-11-02,2026-12-09,254bc02ac3c4138f689d94faa1657d1447dc9c78dc598517cd0f6b3897ec584d,0.6783651801691142,1155,0.8218755928544212,0.9490514929711305,0.9082235976958826,1,8,4.104018132295863,0
Cambridge University,Sarah Martinez,AI & Deep Learning,2025-07-26,2028-11-11,88956584da0cb265623f7713619eb47f96bc20749075af430228ef9bdbc7531a,0.6561986431696759,158,0.8583950471565138,0.9360419780879968,0.8701814899948378,0,9,16.831980436618373,0
Google,Michael Mueller,Robotics Engineering,2021-04-13,2024-05-10,524af03bb7dce0345e5dc5ebe31ad2b0eca2f0a58f5028cfe36b98e1679cdccf,0.7724162589375404,1723,0.7185893146564831,0.8296958600302959,0.8058070779635425,1,7,0.22861723464682857,0
University of Toronto,Patricia Martinez,DevOps Engineering,2023-07-18,2025-07-05,4305f7073214d41ec0e527ad593de65ef05307e002d7198c7789d3e271452910,0.7785420296650604,897,0.9176066142494391,0.9701682946364574,0.9274035247095932,1,4,12.79301038664402,0
ETH Zurich,David Santos,IoT Development,2021-01-27,2025-03-14,6a54931f22e8c11889af702e92855e4061af8af97236d6f91589928459791184,0.7907760350236529,1799,0.6042237654160151,,0.8858843039985793,1,7,20.922587282912875,0
CompTIA,Wei Jones,Machine Learning Fundamentals,2025-09-26,2028-06-24,208af1410cb5a95fbb52af4e789bd9ebe0f514cc138a336e338078ffc23ad342,0.9151177995706266,96,0.9488119223460092,0.9831871939680762,0.9300866473090089,1,8,49.95722451745094,0
Stanford University,Sophie Chen,Data Science Professional,2021-05-27,2023-11-13,0fda9a8a966e88c86ce68cec720db705b981769c23417821bf4a83b68456b1d5,0.7869543841627122,1679,0.7961688098909219,0.9631574750972755,0.813410877798747,1,6,16.652215805818095,0
Oracle,Carlos Ali,AI & Deep Learning,2021-12-25,2026-09-16,25d86c2d7bac38acbe2f3da2c835be38ac1395d7c9a44d6d9354cae07d2117f4,0.6180723013115343,1467,0.7830931423722419,0.9597620665694477,0.8685825995504635,1,8,0.5446607225344521,0
Columbia University,John Taylor,Machine Learning Fundamentals,2025-06-17,2027-09-11,3e8fc8fd3d2dcbe1909e38f5f9ff4f838d6f35d032d876a7a1c142ec1d67d39c,0.8537330665664324,197,0.8771200462738706,0.954121378303697,0.7044659171031532,1,7,13.038065127899714,0
MIT,James Hassan,IoT Development,2022-11-24,2026-01-05,5de53bbc4d69d48964c82257ca6f140f98761668c0947436f05a3c0112ce9064,0.6898288593814842,1133,0.8785438106076685,0.8860409779995998,0.9460004451431513,1,7,1.8112964596885122,0
Adobe,James Chen,Project Management Professional,2021-02-24,2022-09-21,8772858f590622eaacf8d14e1517ae89d6ed11e5970c4cadfb71d0f5cfed57d6,0.7234051522017019,1771,0.9571195241489016,0.849253894530822,0.7476639880922858,1,6,43.95921490215857,0
PMI,David Rodriguez,Software Testing,2025-03-12,2026-08-03,0fcff0cffbfe71c85ed3d25cf4ff15ea2d0ee57906f4536971af05fb1eb7a92c,0.5125671812592634,294,0.9366577207687996,0.9617294684076139,0.9542041994911922,1,3,69.28206439780102,0
Google,David Hassan,Machine Learning Fundamentals,2022-12-09,2024-07-14,4facff46bd98c3dcd44c8e06ccb8f7c56ae3bb472195bf05375a1063ea9949e4,0.7668663151235886,1118,0.47290810167423464,0.920602156937332,0.8568668345970807,1,6,3.6786449590344845,0
Google,Susan Rodriguez,Mobile App Development,2021-09-07,2023-11-03,c81ecd375f0be39b5a6a5edc1126ecd07aea53bf07cee95fd40e65242799946c,0.9641262107580787,1576,,0.9084381027173117,0.9137971428895466,1,6,30.926198906865675,0
Google,Patricia Jackson,Natural Language Processing,2021-10-09,2022-12-13,e32bec3162ec2b42cb9263cb972071aebbf5990c96e53e04458c4742754fc30f,0.8670265876151554,1544,0.9453669238469645,0.8534764154137526,0.9297377700889718,1,10,57.73950002060449,0
Adobe,Richard Miller,Data Science Professional,2021-05-13,2024-03-06,967d11e456720ef2520d0716b8dec9a477898d009c11bc4e0383071c9f112396,0.6899815433183596,1693,0.5607220430732981,0.9550266611665705,0.84441134360382,1,8,86.91922492865123,0
Johns Hopkins University,Elizabeth Rodriguez,Cloud Architecture,2023-01-26,2027-02-06,89b8d0c615b964b69b7db07f5d0fbe72f57eb78ec4ede02b4b4e8fe9b1987877,0.9049868259889919,1070,0.8199625690517306,0.8665786504767099,0.8986234405117068,1,6,30.56899053790233,0
Adobe,Yuki Smith,Software Testing,2025-01-07,2029-07-22,d45c689084260b446a957c93f0caf297bafc8f39339113800b5155df078a09b4,0.8279355971230762,358,0.7651626592145611,0.8558479194630003,0.9415696435064737,1,6,37.80175297981115,0
Cambridge University,Thomas Mueller,Blockchain Development,2024-11-22,2027-09-11,f65a030fd4a6c21ec138352b77631931b7c7d1b123b42f4f2618f47132e47675,0.9473700645363562,404,0.9365776812404817,0.8256182653909412,0.8182633487211733,1,2,6.0631976889168815,0
TU Munich,Mohammed Kumar,Machine Learning Fundamentals,2021-10-07,2023-07-06,85e379e961449a91bb1e5baf20cb14fac8b6aeac52f9d55591bc7ddc0f3deebb,0.6932167705480081,1546,0.767192601477159,0.9140290886026182,0.8142836414381504,0,5,23.960397566323323,0
MIT,Pierre Tanaka,Cybersecurity Analyst,2022-06-20,2023-12-22,0a38be7f8d6098b65feaeaf6021e88c8eeb8facabe3b663a316f02b9f14ffc43,0.8700314261396509,1290,0.9270787011471552,0.8628107623098548,0.9687981663144283,1,6,75.20330610969957,0
Oracle,Elizabeth Hassan,Quantum Computing Basics,2021-05-22,2025-03-13,0e9b874cf8258c854c580785e73cc4a9561b843e3e45735d4aee6515824cda63,0.8504919952609563,1684,0.8077156157111924,0.915615742328018,0.9805571373349603,1,6,43.388135233860865,0
AWS,Barbara Martin,Data Engineering,2024-01-04,2028-08-02,89990b9b6b0cd4ffa3501a15794d0110bc1267cb8cbec3b98ac559ddec50cfec,0.9467367718974735,727,0.9336346115622531,0.8487270457704513,0.8499090397089687,1,5,28.826574144652927,0
MIT,Susan Johnson,Full Stack Development,2025-05-28,2027-12-04,427fa6c0f8ba66060bfabbbee27f83ce97206325642696284f1e1d314723e544,0.9106476306056767,217,0.9290478204249415,0.9148553977007304,0.9229044019576985,1,7,22.983097121590355,0
Yale University,Priya Chen,DevOps Engineering,2020-01-10,2021-07-02,895354d100836d209cf7aa243c527d3b899fce5d165ab69675935525578dce7c,0.5680776720978339,2182,0.7783278706043919,0.94083331664351,0.9299072616182725,1,5,11.755788068089377,0
IIT Delhi,Christopher Martin,Robotics Engineering,2023-07-02,2027-02-18,f07ba8010fda0bea7efac8d077be298dfc791cf2fc570322c2e17c18948b93fe,0.7741124676285843,913,0.860136163569473,0.9077226539712059,0.7528851383509004,1,3,23.881951943665594,0
Coursera,Richard Patel,UI/UX Design,2025-12-03,2027-02-11,52d8187b7619090770869b996e5a9a32d49916e263c1b6a0829e699a8cdaa6f0,0.8392155603203002,28,0.5599020864870751,0.9640333674911451,0.9755777875390862,1,5,37.07484946614363,0
Salesforce,Fatima Ali,AI & Deep Learning,2024-09-03,2027-09-23,2c035cd723957152ca02a6e263a98dc4253dad2a3433c8f6cabf94b61d03db0c,0.7926126838786745,484,0.9784129004845797,0.9833085827747797,0.9282916224491088,1,8,26.314376407841532,0
Cambridge University,Christopher Smith,Robotics Engineering,2023-04-06,2027-03-25,3a1e97aefba948cece3c51c9253ea22ef26302350b76675c125cf81f19a59e53,0.6715375119498921,1000,0.9320894359033037,0.9661807553202628,0.6749565844554379,1,4,57.89263245485435,0
IBM,Elizabeth Santos,Mobile App Development,2021-08-02,2025-08-11,364c2d5398ba195c9d7df2dcec81414623de9908fd4d9a7d75d1a83489e79f26,0.8644943840017069,1612,0.9326646932468052,0.8843935982851058,0.9345848441929038,1,3,1.508772505545122,0
MIT,Wei Miller,Data Science Professional,2024-08-14,2025-12-26,9c6100b67541702bdb5aa474a28e6c2ce5dfe2d44965f3af609a821993691bb0,0.7916221238721699,504,0.9472327625424336,0.8967138483819337,0.9614333229182576,1,8,1.7815135530436954,0
edX,Susan Hassan,Robotics Engineering,2022-09-24,2024-04-07,a520b1a97e03311a3c35982943d51b6f5622cb0c3a53484c2c553db71055e362,0.6418028508862302,1194,0.8442417042213561,0.8521202840451,0.8168785436701824,1,4,5.752289095867335,0
Udemy,Robert Martinez,Database Administration,2025-05-23,2028-02-02,4865cd11d747713988c892fc6356d851f4cd7667ad7e7694c2423853795c7060,0.6286202398296226,222,0.5197522227821445,0.9093740720553227,0.669427942905064,1,4,23.86098598728935,0
Coursera,Joseph Kumar,UI/UX Design,2024-08-29,2027-06-04,8fad31164b0aa517aacbe6162482979357eada7b379f6f17ce9be61f0a7f7557,0.8723519690949013,489,0.9852014690212691,0.9942073692601859,0.9948530119050073,1,5,15.458567716805621,0
CompTIA,Jessica Davis,Data Science Professional,2023-01-10,2027-06-03,c2195f9dd378f9be7c872a80bfd7a04263177a661462f4aa1f29dfd070ca62bf,0.8208330087091407,1086,0.8878397930712313,0.900760091953793,,1,7,3.843699217057634,0
ETH Zurich,William Anderson,Cloud Architecture,2023-02-10,2024-08-04,a176dd4ff0aa3922f7e03f2ebcd0a12f3589ddba03b6a164a8806d94d8a50b40,0.7706333226895143,1055,0.9369880515418746,1.0,0.5434691410272867,1,2,57.28928406010342,0
Udemy,Mohammed Patel,AI & Deep Learning,2024-12-02,2028-06-15,470b0bf55a868e0ba2996e60be4d9d0fcf8a57aae0ee6193dedadd4ea8165bf3,0.6793839718700337,394,0.8732241402134742,0.9346936702717066,0.8251286741850006,1,4,6.484859073906634,0
Oracle,William Tanaka,AI & Deep Learning,2023-04-12,2024-07-26,7d5ccb693a1fcf8a5b1cae8fcdfa6c51d9b7c3e3a6e31e999453aa615ddc290a,0.7344078382868839,994,0.9458814697519934,0.9604652466470188,0.9285153925324424,1,8,17.189713706875395,0
CertForge Academy,Fatima Dubois,Quantum Computing Basics,2023-06-27,2026-02-17,31aad116,0.0119,918,0.0518,0.7885,0.1118,0,0,96.55,1
Coursera,James Santos,Mobile App Development,2023-06-08,2026-02-13,9a1bc2466fe7be2795da4728602ac1a75b515c4616df7ac43db8d13f637ab107,0.9358691023850636,937,0.8170467724593364,0.9468213159369339,0.7797471462828951,1,8,6.142480508615402,0
Coursera,Ana Taylor,Network Engineering,2020-07-05,2025-06-02,ee661f47c051ef06c23b63442a9454f89cb674f645633415fbdbc5dc6aeea7e1,0.9481827107105025,2005,0.9674314053799887,,0.8677077236407716,0,1,2.38693049191919,0
Johns Hopkins University,Mary Martinez,Data Engineering,2024-08-08,2028-03-10,46273f5c673c451a33eff41e0a52793378e4b45762dddfcdd15b94147d47f015,0.6243381545934703,510,0.7961384515996954,1.0,0.8486372976911943,1,9,12.478016157764403,0
IBM,Sarah Rossi,Cybersecurity Analyst,2020-09-12,2024-03-22,4de7a9798c7184f32f0d11a2179ccb17bd4075b261840cbc41260e4e99826bac,0.5405710223376731,1936,0.705363040033227,0.9202492624737159,0.8550880385179788,1,8,10.31815219787496,0
IBM,Elizabeth Harris,UI/UX Design,2022-12-31,2027-06-16,990722d23fe25e5f9b1e3d6af4026ebd6ebf36b6f1710da6488c8fc83a1494bd,0.9025568076720274,1096,0.8572776142527094,0.9445367164307492,0.8721593840725326,1,8,9.85031598378691,0
Yale University,Mary Wang,Project Management Professional,2025-12-04,2030-08-17,3d9c540e96c249cf2798f2eb953cc0fda5bff114a4b3140e736c1e5a536656d7,0.8600184099288664,27,0.8046031111449398,0.8406987438553687,0.843690774910412,1,8,4.568647275358648,0
Oracle,Arun Anderson,Cloud Architecture,2024-01-02,2028-07-22,edb63919b9457ea21381b77fcfed33eda27022cc50aa3e0598feca77fbf2fa4a,0.879871012230084,729,0.7095970526278362,0.9033258444281047,0.9622538589471558,1,4,12.736085013239084,0
Google,Fatima Brown,DevOps Engineering,2020-07-13,2024-07-13,f4845f2a1bc6cdd3baf23251b523fbe8c3bfb964de0499a9d0f63b63945a5f1c,0.8071482548905147,1997,0.6731355360404603,0.9006965822694734,0.8001724227262577,1,7,4.180092978166434,0
Cisco,James Wang,Business Analytics,2021-03-27,2022-06-12,8a9b9699224561b5ab6d06ae98959f348a9e6935f987a053cec0b4b266ca14a8,0.829207531942138,1740,0.5860509447962419,0.9146226588227877,0.8142969248511923,1,3,46.08147135746564,0
CompTIA,Elizabeth Mueller,Quantum Computing Basics,2020-08-18,2025-06-14,5181da497e026bb6f0ed6b257e81413500469cfec38b8b32af55d199ede2acc8,0.7257093171544007,1961,0.9486025750069891,0.9464161234595881,0.9871686551308685,1,10,3.1756074040474376,0
Microsoft,Sarah Brown,Mobile App Development,2025-03-17,2029-08-27,289c22ac132d58e84b7e08438ed337618d0c89f282cafc45695e91d8ec0dbee4,0.6048862136415879,289,0.9368422284328611,0.8496760216882377,0.9268522749259392,1,5,6.0653835745594655,0
ETH Zurich,Thomas Smith,IoT Development,2023-07-05,2028-01-12,c89beb4c690d73a9ef6b3a3a1d7d795feb34309dedd21fd1cf3df6efbbaaf001,0.9251260606676857,910,0.37392064801185143,0.9175005986012855,0.9418219039044377,1,5,106.59778988002131,0
CertForge Academy,Sophie White,Project Management Professional,2021-04-10,2024-05-28,42790605a2ab96636a8309f28da2c70f8515088d8bfd23fbd6e6e9ee6d57e916,0.2345,1726,0.0603,0.6442,0.0482,0,0,255.22,1
AWS,Priya Rodriguez,Big Data Analytics,2020-11-14,2024-09-27,0ffdbc141a2b90c135a3202a64ca9c97bba873c30a073b7fcb40f503289fea86,0.7540372525008318,1873,0.6878214496218475,0.8343596193451654,0.9162022785593047,1,4,13.141373336931,0
FakeUniversity123,Arun Rossi,DevOps Engineering,2026-02-09,2029-02-01,278cc2a560dd624cf59d17fe519e049d1235cc9e79dbbc4390132c373678e17a,0.1876,-40,0.207,0.8095,0.2995,0,1,13.78,1
Harvard University,Arun Thompson,Robotics Engineering,2024-09-18,2027-12-30,ae1f3a86c571e40e5abcba7295e67025919345f856003f3b386d5a7a4ad609ef,0.9588324268816856,469,0.8273309600234413,0.9587428880305786,0.6138515747374648,1,6,6.776164805402319,0
PMI,Sarah Kumar,Mobile App Development,2021-02-04,2024-04-15,f7aba4d7777d721ae810cbe0f223ab621d11c5b06d939e28a4f0687c5d110be7,0.6702679038008357,1791,0.8399566144153148,0.9369196641057888,0.9573059581477061,1,7,2.056617030187822,0
University of Oxford,Barbara Garcia,Big Data Analytics,2021-07-06,2023-01-02,77241a2f9555ddc609a81910e406b170e219bfb23b026397639d435e4f10373d,0.3992079751911483,1639,0.9021237934927371,0.9751721793981705,0.944825081164147,1,4,12.496635124970394,0
University of Toronto,Priya Davis,Mobile App Development,2020-04-29,2021-07-25,9625339f373dcaabb814794ce308b694ce137abe7a41f649ddb2f47e49bd423c,0.8425659369313705,2072,0.6344292705001588,0.9138429982261137,,1,9,25.826527144779156,0
Stanford University,Jessica Thomas,Natural Language Processing,2022-02-06,2026-03-12,c021174569fcfb4d827e2f0d226f70a90f2a029e6f373f50998073a2d95c811e,0.8864683328118574,1424,0.8192664108176211,0.9694538311274252,0.9185082127363975,1,8,18.888473295062145,0
Udemy,Pierre Tanaka,Agile Methodology,2023-02-11,2026-04-14,396d7f8bb253c1606f48c96a1ae508efd25a3ec1a6b1437a950e85da5986a89d,0.9109548546774002,1054,0.9075726043881701,0.9188350005555861,0.7175510484092229,1,9,2.2425857388953894,0
University of Toronto,Patricia Kumar,Data Engineering,2021-02-24,2022-11-20,7bdecb57e02dce9521162a4377f218464bf73d2fe1cfce2ca3bf28237bf20f24,0.919446500894814,1771,0.8776469664036667,0.9423491606659932,0.9244321985830185,1,7,2.6971488643658073,0
Yale University,William Brown,Cloud Architecture,2022-12-27,2024-05-05,e9d07e2f7e41de76dc7b669fbc85648a8a305de887f81c2941ac87d6cf69f6fa,0.9127152038426538,1100,0.7526608799315656,0.8372982249869649,0.8635043502113168,1,8,26.938082472090116,0
ETH Zurich,James Williams,Computer Vision,2022-06-18,2025-12-07,77c00fd68b8a48e633be547c1f72b340367e98ab3b2b0723501a336bd153a419,0.8331270959762098,1292,0.688692688711365,0.9436326437929851,0.8360479785207194,1,4,93.36985825260757,0
Google,Arun White,Business Analytics,2025-04-24,2028-09-14,09ac303526ffc6afceba675990064f2bf10ce0ef2838f30a1a4b205be3642fc4,0.9825429657027865,251,0.7200986650955625,0.8682840001351501,0.9823545373144756,1,7,89.44267617122016,0
NUS Singapore,Joseph Thompson,AI & Deep Learning,2022-11-24,2024-10-02,606053936952bc12b01e9e641fbcf5b4e1209bb6e31568a36dbd4ec4754da604,0.9601889711127631,1133,0.8899744621294701,0.8699156597796064,0.8663295825261251,1,9,8.782293805867416,0
IIT Delhi,James Patel,Quantum Computing Basics,2022-02-09,2025-04-18,dbfa58d76b12160f01cd0f6e4624118ee160e1748595114d095a232bd192dcce,0.7197891011560137,1421,0.9824691245495583,1.0,0.8426717102890416,1,3,8.556082139341324,0
TU Munich,Karen Thompson,Cloud Architecture,2024-04-14,2026-11-29,2723a4c965fbd684577cf3ec67f0f882d52449dad9df18d8acd076563e0e5fe8,0.7773424074656554,626,0.8115089271143168,1.0,0.9362654577719316,1,4,16.542887420813916,0
MIT,Linda Kim,Natural Language Processing,2022-12-23,2026-03-17,0e5684326755075303eb02029bb588dbffe52917942386ac50dbfd769051e7b6,0.809981556658556,1104,0.7993300002226704,0.9352522151000562,0.7471754755012333,1,4,36.72165890131952,0
University of Oxford,Jennifer Kim,Software Testing,2021-06-22,2022-07-08,c691dbbb895d6d7477228e4126d982ca75f778d518e6e89b4e04243d44177b5d,0.9260969843300009,1653,0.9139987473835922,0.941686619701401,0.8512916421018002,1,3,21.02916336678055,0
Microsoft,Karen Miller,Data Science Professional,2025-03-24,2029-11-22,851f593936885721e2fc308a04c0de226467f7e76677d89e79e3b80696521e82,0.6580284631025191,282,0.6203594822950089,0.9410233353811127,0.6985704931757748,1,5,20.503249633587256,0
CertForge Academy,Richard Smith,Network Engineering,2024-04-22,2025-05-18,662b4ce63efa8ff69856ba98c83187791690d0dcbfbd4f7a989b68cc4ce86268,0.2898,618,0.1572,0.5096,0.0273,0,2,23.79,1
Oracle,Michael Tanaka,Network Engineering,2023-05-04,2026-03-29,85eae6217b127c684f4a16a371126eb7a11caf7e41cdb081defe3d59ade0d988,0.8735229379538076,972,0.9463452480310606,0.8789027115078646,0.8686799879835341,1,8,65.96318623367226,0
IIT Delhi,Christopher Santos,Quantum Computing Basics,2023-12-14,2025-10-29,982c7cab547167d1a565ab6d6f081fb55b6bde4f3f27ea38bb83bd8e1009357a,0.9264687109537123,748,0.8938194258357002,0.865388271802761,0.8178131764711318,1,5,38.29912410306482,0
Stanford University,Thomas Thomas,Cybersecurity Analyst,2025-11-07,2030-08-06,968c5a9d96624b3071c3511fa017dfce7d6d822ba7557283624132d49cd1827b,0.805176424544903,54,0.943432993434111,0.9124829038709549,0.9969872437140955,1,9,8.857116134052239,0
Yale University,David Thompson,Quantum Computing Basics,2022-12-16,2027-12-03,83dbf322b0015d268824f85123d04f5c749325fffae759347eb5ffa5b5d5757a,0.48977885589159814,1111,0.8865362853541034,0.885460984543553,0.8671184854585585,1,7,26.109738064335023,0
AWS,Christopher Chen,Natural Language Processing,2021-04-06,2024-12-30,8ba56633c0d64bb502f93165d532caad9a117725e75f889eecf7532ee250befa,0.7746503657471946,1730,0.5993839831312046,0.8535213926867837,0.6665882385952407,1,4,14.781468761653837,0
CompTIA,Arun Kumar,Machine Learning Fundamentals,2023-02-06,2026-05-20,92d025ec34c782d8d536dad75ec2af08c42742a08d4cb5382e2dcaa5dc5ebe97,0.9248329114993868,1059,0.8053631479504385,0.8676978317742247,0.7089725163237464,1,6,15.964422719573566,0
University of Oxford,Ana Thomas,Database Administration,2023-05-01,2028-01-23,730a2c4831d312bba1fad7d9a59a8643f0e9b4262e002dce90a4d650f4f81a98,0.7753995760735354,975,0.7690330353139974,0.9337616267545537,0.8281516319344214,1,7,0.7783324525962895,0
PMI,Carlos Harris,Computer Vision,2024-10-31,2027-08-02,2dd747ea08e22fc1814dfd0060e90b7c5ce2458deb406026d9f93057ee6de9fe,0.9148501028121797,426,,,0.7108206408969094,1,8,97.81721661272687,0
InstaDegree Corp,Linda Patel,Quantum Computing Basics,2022-04-29,2022-06-22,78f30d11d891908a564fa9550f59be5a2d741a44cb574a810b3ac35813002ba4,0.1177,1342,0.3452,0.6042,0.1384,0,0,161.45,1
Harvard University,Joseph Dubois,Data Engineering,2025-12-02,2030-03-27,ad7a6c0dcd0314bfef2f92dc25d327750f899916ec91269afaf5b7bf43badb99,0.7698682223021328,29,0.7438115949149705,0.9373203589024749,0.7585339384589871,1,6,12.335435051433915,0
edX,Susan Harris,Network Engineering,2021-08-18,2025-02-18,751ed50a987841b58a1e67282d9e721ee56c9c77dc60f72452c79617a27fd011,0.9688290483198071,1596,0.6698030403341625,0.9635168009666815,0.9083949237127479,1,10,27.5716102643024,0
IBM,David Smith,Network Engineering,2022-05-08,2025-01-10,3d58656f0c0b8ddafa8359de15d7dbb6136e6e42696e7e27904b2855ca0e74ce,0.5697898882837273,1333,0.9755788376978584,0.8602543054962768,0.939594496300445,1,4,29.566469843445702,0
Salesforce,Jessica Rossi,IoT Development,2025-03-16,2030-03-06,6df528fc8b1efc61e2004e514746903b63b29581459f0a0e821b915ad237c1bc,0.5493996769945905,290,0.8087007798232757,0.9281317619886758,0.9425533288875177,1,5,26.583642116626233,0
CompTIA,Elizabeth Jackson,Robotics Engineering,2025-10-29,2028-04-24,8767899375e584766dc1bcc26f04d62fca5349fe63d1b514f149f7ae1392ff04,0.6985603846878473,63,0.5378451691121148,0.9522067115563635,0.8787558890455954,1,4,41.31368918639347,0
PMI,Christopher Hassan,IoT Development,2021-02-14,2023-01-24,70c54353b6535cdbc6e388cd26810697328e9cc3cebc31b9428eca0da75efd3d,0.9137957546466844,1781,0.9335725232669709,0.8673467464816809,0.64826169538585,1,6,5.014004850492477,0
IIT Delhi,Thomas Martin,Machine Learning Fundamentals,2024-12-16,2029-02-23,3ae677cd82b2a9d662fe1920b7fe5a87ac34f8baad42caf2a927cf896333cd62,0.7338067236004308,380,0.7759969369338234,0.9344160909591204,0.8433671368252145,1,3,19.561523651393568,0
Yale University,Robert Thompson,Data Engineering,2020-05-18,2022-08-13,ae7747bb116257d69e87186bc7a54834fb62d7d506b29966402a62e57c9abb72,0.7853070110261176,2053,0.9424582169813092,0.8873951364845848,,1,6,2.605485020522091,0
University of Toronto,Jessica White,Machine Learning Fundamentals,2022-01-20,2025-03-07,03beaa9cfafc5a1310a0f227770a194af97e17cb5e18a7d0dc1043e2bc619638,0.9804062406074774,1441,0.9331118639720072,0.8909915600671302,0.9236117708357766,1,13,17.014125447003707,0
Salesforce,Barbara Thomas,Blockchain Development,2020-05-06,2022-11-03,4882f3438ac84dae78ebbb23255c8c0ae22a33fd689091bcda556f2489691475,0.7563925994076105,2065,,0.9499063648111163,0.8032560022082635,1,5,115.18194159230691,0
Google,Karen Ali,Computer Vision,2025-05-03,2028-06-01,c5594d9208d3abf7dcae2a3ef9a31726e23332c0c6d0722366ef132f9c4a1cef,0.7908378786878943,242,0.6217202443567096,0.967146663158658,0.6085068249612873,0,6,16.79296580659208,0
IBM,David White,Project Management Professional,2024-01-01,2025-06-25,7527ccb462145fabf16a057358b8792c8231616b01963827032b15dba18aea97,0.8992259687568326,730,0.6576230476087525,0.9946770745754127,0.7340022999190122,1,6,0.2380728671293867,0
TU Munich,Patricia Kim,Business Analytics,2025-05-06,2029-05-29,e0f21160cd3dfcae3b3dce1221eedc33519b0db9b2a296e912c545a85874d423,0.717931599958826,239,0.9770081039583429,0.9066262469636853,0.9956903084228891,1,8,33.543941198126944,0
CompTIA,Susan Wang,Blockchain Development,2020-11-18,2024-10-19,6016374cea1daac0e0bf4d81d797b964d9ba21b434b6890b423467f0e4b7e482,0.5995114535576859,1869,0.9628890013379175,0.9491505771844958,0.885021227893139,1,12,136.87666509724582,0
Udemy,Ana Wang,Full Stack Development,2020-11-21,2025-04-01,30773a5165593e6d1fa6126779fc146fba5c889791f9ec7bf4f4c66573391dc5,0.842251613706688,1866,0.9320160751708403,0.9231731284522586,0.7614459029575356,1,7,6.690088008718694,0
Stanford University,Sophie Santos,Agile Methodology,2023-11-17,2026-06-10,2b827a8980d54e416a4d495a95433990a6bd87515fe5b769bb9ab3ab8f309b13,0.9583929180625198,775,0.8066043119967435,0.9210856144141132,0.9675734602582392,1,4,3.4165309540933686,0
University of Toronto,Wei Anderson,Project Management Professional,2021-07-04,2022-12-21,8761219d7798b057f1712b26e894bd26a3ee06c6f570b5c966a432fd476d4fdc,0.702246752019998,1641,0.7806051966581908,0.9184073708158335,0.9759284842249676,1,4,12.856172087380177,0
University of Oxford,Richard Martin,Data Science Professional,2025-01-15,2026-01-30,7b5dd1d85fcc4b7cacdc6c2f68d69a90f59f4adb37e49bff1848891a1851c895,0.7222633639891279,350,0.7205445823733326,0.9599372841098411,0.8946818931995082,1,7,19.494897647858643,0
IIT Delhi,Priya Williams,Computer Vision,2023-09-24,2028-01-05,6989959b2b13ad8090ca1c2273a30abc4d65f09608991dfae25f003ddbcfcab1,0.8389787427163892,829,0.9842767916489027,0.9267454660604947,0.9380599161740587,1,6,13.081002841479036,0
Google,Elizabeth Harris,DevOps Engineering,2020-03-23,2023-06-01,dfeac219ecb083467077d51d214f39b401ce243bff9a8ce5bc93edf5d3d435d5,0.7576896244261936,2109,0.8332861629291289,0.8899376508808414,0.9586125385289839,1,9,64.06416810070623,0
TU Munich,Linda Patel,Full Stack Development,2023-11-17,2027-06-01,ddddc0049c6f961c07966ef4bc448c2e761f5c4b8a0c3d84319a6fdf886caefe,0.8560149559298857,775,0.9017085235785001,0.9460205552445686,0.9815073133450906,1,2,17.086889530491078,0
IIT Delhi,Sarah White,Digital Marketing,2024-07-25,2029-07-23,4d02cb6638344265d382ec78695dd5e6694f3bf4cd8871bf1e2a80653069a819,0.5709966518031331,524,0.8949762588765042,1.0,0.8625370522326505,1,5,6.060596154844258,0
Cambridge University,James Mueller,Business Analytics,2021-07-11,2022-08-23,13df2f4c832f2f0853c35b521e8fa0c0b9d1c79a8e7e719c98837ff4c60f3aec,0.2024,1634,0.3405,0.6917,0.0363,1,1,2.34,1
Adobe,Ana Hassan,Computer Vision,2020-09-07,2021-11-01,2fc9ae8de56772269dca1977a19afd8f61fa205478cec33914c90545c97a388a,0.9623119340906956,1941,0.9746422369455373,0.9644637266815015,0.8813593582322178,1,6,49.934537625214126,0
Harvard University,Barbara Rodriguez,Cybersecurity Analyst,2021-08-09,2026-02-19,b60b2d2da6fcfaa36ee06397dc1514811a728ab9297c5195e58f335fdd2f5d83,0.9111779396003498,1605,0.7496971634155289,0.8776407503133161,0.9660430183622254,1,4,64.52107453159448,0
Udemy,Sarah Jones,Cloud Architecture,2023-01-07,2026-04-15,ee1a668d51de6773c68a4c200dfb9f9749aad5170e862f499c9c033966fbf0e4,0.7511013398849632,1089,0.9732799169810455,0.9046294415203844,0.952513793537578,1,9,29.04762406694428,0
IBM,Mary Mueller,Project Management Professional,2025-05-13,2029-03-15,cb272c5a1393d1a989a29c0adeba7d0154c5d97a896f8b39a0db413c4ae9c20c,0.8754135350580605,232,0.659054658958162,0.9344461940060601,0.7988477320868387,1,5,11.452532619478808,0
IIT Delhi,Yuki Patel,Cloud Architecture,2023-12-11,2028-08-16,9e31489176cab09514c0d8fd2c75bbb29e1f08b3712cfa0330529a4bd7f6faab,0.776850855231081,751,0.9548296981957766,0.8637450779732443,0.882319541735633,1,5,22.044774372397303,0
Stanford University,Mary Thomas,IoT Development,2020-08-10,2024-07-21,a3e09e705277426606d3a41d7146c0f45b2523e4b6192d45a8f5ac105e3a19dc,0.7607901347096814,1969,0.7897291849992378,0.9189155279855242,0.8759129044637443,1,6,91.9620057104408,0
AWS,Jennifer Martinez,Cybersecurity Analyst,2021-07-07,2023-03-31,e30aadccb56baab569bdfbdc5152885915ba2d41b3cb25b76221a21dda01c3fc,0.8557130666732171,1638,0.9193147602236464,0.9109700152619437,0.8480825049214276,1,7,18.757504137709958,0
IBM,James Thomas,Cybersecurity Analyst,2023-07-29,2027-12-08,f5572c26a4ddc129491b63bc4538cf8a1ad960e4140073a260b238200400a041,0.7868084831073232,886,0.9464991478498913,0.9185026965613964,0.7261477137487934,1,5,9.62422887329185,0
University of Oxford,Pierre Chen,Data Engineering,2024-08-10,2028-01-28,625b4bd95de96da646fe2d4e0408778966eecb47adcfe8a4ec187aa21bc66b03,0.8371639305374935,508,0.6803022235212619,0.87801970297331,0.7237654134655602,1,6,27.432129042276866,0
University of Toronto,Arun Williams,UI/UX Design,2026-08-26,2029-08-02,40af8540d3a91a3c101cbbac1495c2b8f190fe3da6e17cc968ca2016bbd247c2,0.1603,-238,0.1963,0.8693,0.074,0,0,5.0,1
IIT Delhi,James Rodriguez,Database Administration,2025-10-18,2027-04-22,a88c58dabb8ca56240e3905aaaa2df39fd2aa8407c5dc284df25e299c836eb4a,0.7494963024889751,74,0.6595095864855991,0.8423014945741208,0.9568716601397772,1,8,18.494374166369376,0
NUS Singapore,Ana Miller,Cybersecurity Analyst,2023-10-15,2028-02-29,b01798be8dd6df2855f0100851b302c3fbc04b87d5b0380fd04940f8e6b6a9af,0.8432223425188682,808,0.5869137378469762,0.8379825616877065,0.7908642173106791,1,10,12.870298960816339,0
University of Toronto,Mohammed Dubois,Project Management Professional,2025-06-30,2029-06-05,d13da5031942cb282de091f0b5f3625fb8d31041609ae67af6243f25c0f16078,0.8286368598636302,184,0.8589135166163288,0.9068186866398092,0.9708452558824411,1,3,66.74211438943927,0
Cisco,Barbara Hassan,Quantum Computing Basics,2023-11-22,2025-03-13,ba69a64ee3bc172d19c021ff34fb2e828193feeac9a6a200ebf02baa5d8d1368,0.9448427092552034,770,0.9472550461277496,0.9465211425439797,0.8998368689639071,1,8,39.88014684872572,0
Stanford University,Fatima Taylor,Machine Learning Fundamentals,2024-04-15,2027-11-01,2d9cac7863b28972898dd46aa1b324f2c4aecb3f263370e76e2df2ef3358b4e0,0.9108396202446772,625,0.8850860839822879,0.9397683846718002,0.8247270323105002,1,10,0.4972447403132637,0
edX,Arun Mueller,Cloud Architecture,2020-06-16,2023-09-14,f807a500b97eb040deb8dce6fcd9875ab11c1dd85385627b0f5c9e24e1186977,0.8239532186562619,2024,0.8391476063156815,0.9245542886681379,0.9086268012572123,1,8,8.983059776243666,0
ETH Zurich,Fatima Wang,Digital Marketing,2020-12-31,2025-01-19,59a3de9c34a5fb20e401a1c54c7cee8cf42335455ca5fb3c74ca0d91c611212e,0.7784130429732592,1826,0.7218172449669524,0.9818898251905805,0.8479177343781316,1,7,0.8495953566497956,0
Columbia University,Wei Chen,Full Stack Development,2024-03-13,2027-01-15,f361c21cc5899b54d11cfd3c954a76f2df0a729ce8f8d14b11ad0c0756be39b8,0.7619723495607758,658,0.8203505587736477,0.9756439667222976,0.8345053297754329,1,3,19.406416235500657,0
NUS Singapore,Sophie Taylor,Machine Learning Fundamentals,2022-05-20,2026-10-16,17202361446db80784836869896a0b5353cc46c95c95fc1c3dfb4f5b22d6057f,0.8097697704524833,1321,0.7849736551188562,0.9452794186200736,0.8942224391492509,1,6,33.373568243998285,0
NUS Singapore,Richard Thomas,Computer Vision,2021-01-14,2022-08-06,3421cf9f5a9f85dfcefa0d60b39d49009f21cc19bdf320c2b8f1560b0faf2599,0.6096761248007682,1812,0.8204996584481353,0.8810133020166561,0.968335499808264,1,5,7.287275530252035,0
edX,Jessica Johnson,Blockchain Development,2024-02-05,2027-12-07,dd4e42637b212572cc7c34a393dc3781890ca9d4d477772bc020e374a62fd00b,0.7337169162643278,695,0.5434402921084808,0.9706818039489518,0.9486099669682738,1,9,16.743314674192067,0
Cambridge University,Yuki Smith,Project Management Professional,2022-08-26,2024-04-23,8deb0a81568e77ede02fe040e41787e8731d073ab6333d5881e2f132dc940d23,0.881655267821466,1223,0.8130995008879699,0.8924504804578108,0.964087071138713,1,3,53.26182199886885,0
Columbia University,Barbara Chen,Business Analytics,2022-09-29,2024-11-25,b79c5b3fd43331f686c1a1b59389755d08177d4458d0fa9a74367bf69ec2d4e3,0.7792822593827622,1189,0.9243505018510072,0.879373456338384,0.92220878430835,1,6,2.0718476179311853,0
IIT Delhi,Robert Garcia,Big Data Analytics,2020-01-11,2023-10-12,73ce5d498879f6ccb9055968e058dc5c724c94969d1ce81c42b8e6cfdfc18247,0.8279414454877007,2181,0.8554605540296233,0.9164681520901141,0.9352760392725273,1,3,31.907264016811922,0
Coursera,Karen Thomas,DevOps Engineering,2022-03-27,2025-07-03,019cc9616ac922ede6700cb84c53531d5111aa3be7e780f7ab7ab80d0adceded,0.9096947438346488,1375,0.8553051798471278,0.9730192844888318,0.9708686901628426,1,3,49.85072039043168,0
Johns Hopkins University,Yuki Thompson,DevOps Engineering,2022-06-30,2026-11-09,980cf2b9d9bc8628771010a1571abc495190dee0c7b3a31e46ebe06b7c25c8f3,0.6886956428617659,1280,0.8818819018787954,0.9658508519646909,0.6773385870312748,1,2,3.3186897606812478,0
Oracle,William Jones,Software Testing,2023-01-26,2027-12-16,c9ade6beee4b1ba86a70eb3bbf03625013f2cb057e3d66982f7f1e51d9b6900d,0.8095438377881145,1070,0.9787292761110924,0.9288671421963192,0.9129341399990032,1,3,67.96475909091788,0
IBM,Susan Santos,Agile Methodology,2023-01-17,2025-11-25,85d6f23dff79a528d46cfc899182da4100daa0bb9e180fc27d9b78bb0156d241,0.9133441027631326,1079,0.6754471608820339,0.9348242605403382,0.8850880656363483,1,7,9.514686756567604,0
PMI,Robert Williams,Business Analytics,2023-06-20,2024-11-13,9a1dd3be1c07de270f82efedd4d5d3d242390998fd7c671067d04c41d8b95264,0.9263982648411114,925,0.9511120859351195,0.9692566096907783,0.9402845970665592,0,7,41.74286448814859,0
Columbia University,Jennifer Smith,Machine Learning Fundamentals,2025-12-30,2028-12-01,3b40dbfed7925fda01b4713cd5e0f460b2ac452eb7baecc0c13e31bd2b62f038,0.7051153627451852,1,,0.9508548789081035,0.843622978564844,1,8,2.3951907903900596,0
Stanford University,Barbara Smith,Quantum Computing Basics,2022-07-04,2025-06-11,4d889e4e659ba6ab7f1dab787414c8fb7efb4c8c8b7c6ef2ba17da5b231ba242,0.5397179109584515,1276,0.8444988776376707,0.8213639235901442,0.8335723360335744,0,5,11.331772388319463,0
edX,Yuki Martin,Digital Marketing,2021-05-06,2025-07-21,4a9369d38a0184bb4a2fe795df25e87a2cdb9be1899b045838d8cd5b1e7192c0,0.8690941641430628,1700,0.8219384031104384,0.910295746033337,0.8181376412622794,1,8,9.067331676748632,0
University of Oxford,Richard Jones,Data Science Professional,2022-02-23,2025-09-01,ffd980fcd073e118f2f3a6540347ccb59f6d93e04493ef0258c0ac5522da6a10,0.7010018673833178,1407,0.818942644131976,0.9189243669758318,0.9228954188672919,1,6,13.19650529291231,0
TU Munich,Joseph Thomas,Robotics Engineering,2020-07-31,2022-12-10,e0a50829f251ed96089d320019869a9f4b549528f9b0ee3fcecd8f8232874c5e,0.8785273847778687,1979,0.5091573281934918,0.929199958139972,0.4060628896644896,1,4,8.819302781971558,0
Oracle,Susan Rossi,Data Science Professional,2020-05-30,2025-01-24,85fbe94ba43bd8935f66e997b550a487fa8b61602c6b9c3e673fa2e69f2bfcad,0.8717057659506674,2041,0.913720302975237,0.8607931600169547,0.7836292481367481,1,5,35.01367553425619,0
Oracle,Jessica Jones,Quantum Computing Basics,2025-11-08,2029-08-14,c8b5214ee90cff1a014fdb957aca0bf3eefd73c9eb6547aa9c8635560559d26e,0.7367044989365438,53,0.8585763432165109,0.8901548755556516,0.9490069864545412,1,8,17.294929029195355,0
Cambridge University,James Jones,DevOps Engineering,2022-01-07,2023-11-03,8cb060e82528eefed70211693a0a78cb491cec8fba43f3b77f332df7167fc8a6,0.8159143432375993,1454,0.9145795600099862,0.9658439573943471,0.8854883201102257,1,11,2.3585221714700144,0
AWS,Karen Patel,Big Data Analytics,2022-09-20,2025-04-24,10d92bc6696387590b296a5f53c5694c1f34c53d82e7cc8cbff8516a5d94b01e,0.6662996555756644,1198,0.7602802309744752,0.9131416778808537,0.5594996212141707,1,6,27.799018211225786,0
University of Toronto,Sophie Rossi,Computer Vision,2023-10-13,2028-01-26,a4cd6462ff741d2a7b88cc2facc4831772856b1487d8e609dc05f075c82a7180,0.7469964365531248,810,0.7801138842165923,0.9307794283616503,0.8557828075948684,1,3,17.490417516611,0
Coursera,Elizabeth Rossi,Agile Methodology,2024-08-27,2027-07-03,5196b9709ae8fb6f6137c1a6b623f3563607797a69f93d1c2bab01b17e7cb56e,0.9060760330317137,491,0.9554394863523111,0.8937577994532576,0.7439746578665288,1,7,28.273933523094747,0
IIT Delhi,Barbara Ali,DevOps Engineering,2025-02-22,2029-12-09,7ca9cc854a6b72034d2dab0d9f0ead2c51d0980fe62e4e13a6672b7c1b84afbf,0.0646,312,0.4,0.4319,0.1001,0,0,68.39,1
edX,John White,Natural Language Processing,2023-10-30,2026-10-07,e8c4611ee69137bc3eb066f7ac1a2b0acaf5ce336c4496dcc13c432bb2134ffe,0.7965138390420373,793,0.6490864210972559,0.9443734359505965,0.9394823076211697,1,3,37.891879448331935,0
Columbia University,Mary Anderson,IoT Development,2021-10-22,2025-09-26,e4b801d68a225e7521f58ca0cf803fac3797e6febd6bc9bd7b6c14334bd412ca,0.8448165772544596,1531,0.720003366716909,0.849390488320919,0.8558314127275662,1,7,9.101344461566,0
Oracle,Fatima Tanaka,Data Engineering,2024-09-02,2027-03-19,48ac31339c1d5b9533b5d19346691efd3e353716e192700b9ef0a1dec3f789c6,0.25649070818769726,485,0.8259859684229691,,0.9015272996786179,1,6,86.05594422736918,0
PMI,Jessica Martinez,Project Management Professional,2020-01-10,2021-11-19,d9fa00c3216d23f4df2397c11100c0e251bbac1488d13f3e5365149d69ebd0bf,0.5699736347480229,2182,0.8221955542976948,0.8580831610778031,0.9424714926755474,1,7,8.12548813798426,0
TU Munich,Susan Garcia,Computer Vision,2021-02-17,2025-01-31,d9c1cf4860e0579b44fe78bab19140ace65aa120aa44bfbaa5ddcc896fa4bef1,0.8115580706864302,1778,0.9043260970793495,0.8991877261103389,0.8213150743484678,1,7,12.794251048669091,0
PMI,William Jones,Full Stack Development,2023-12-22,2025-12-23,f85cead2ea6163619fa296ec695679d5c2dd9058005ccc15d0902b2aac6c3d04,0.7225381845459706,740,0.8206726298789224,0.9186843387404825,0.7314821650479121,1,4,8.415898086830337,0
Cambridge University,William Hassan,Big Data Analytics,2020-12-25,2022-12-10,3ccb817d348fddfc83ff93ca00028e86e433171c983db31cbe8edb60b4a53e1e,0.8578298976761446,1832,0.9130021818550395,0.9421011113472573,0.7829926600551125,1,4,110.70355535124969,0
Coursera,Elizabeth Rodriguez,Data Engineering,2022-10-22,2026-01-08,69d9df193098064d5d0e92b5f106db5c7b1551821f5fb4f6f63c013153c0f589,0.5428788469962034,1166,0.8955841368280446,0.839217700290415,0.9130879599126548,1,11,31.09764715947718,0
edX,Karen Smith,Data Engineering,2020-08-27,2023-12-11,4654b2064798a52599fca26a942130acedc987e6eb6bfcc96f48e8acfa420b1b,0.9560462992686679,1952,0.6569804050592095,0.8750144411617955,0.6690518134917791,0,6,22.796719547190467,0
NUS Singapore,Linda Anderson,UI/UX Design,2021-08-20,2022-12-19,d127c87739714432289a5d4084d519c35ca6d19d37d9db751e11b1a3ad8222bf,0.8320685793290437,1594,0.7719990657383401,0.8804797424024753,,1,2,0.053864429520156035,0
Stanford University,Joseph Rossi,IoT Development,2024-12-14,2027-02-23,be768d7d5e209dcdcbd9ab2cda47a9f58cea027c8b239f6525c544a83dbf1090,0.8726601228864771,382,0.8886500329490323,0.8972472683999793,0.8250844927413257,1,5,12.231898922087263,0
University of Toronto,Mohammed Garcia,Project Management Professional,2021-01-03,2023-11-25,7ca2c2a9f7792c373010f46a99532d56dcb2e8f7462549076b921077c55c7753,0.687060211984426,1823,0.8540818659111183,0.816886388529684,0.8064687287385497,0,8,13.28064183752508,0
Coursera,William Martinez,Mobile App Development,2021-08-04,2024-04-09,8b1b1b73437f77d9721986812ac8f8f31f251dccf2379baba53cf993a565b4db,0.6626113322170321,1610,0.6966361084508574,0.9565242851412212,0.8552163263824285,1,4,16.136489029580417,0
ETH Zurich,Priya Martinez,Software Testing,2024-01-05,2025-04-02,e280a0a622ced2e4d59a07ac0217decca47a9a30ceb8a239f98a66df17a347d8,0.7577390381268472,726,0.8220944391171792,0.9181201876101084,0.9464385460124047,1,7,50.145578320138405,0
Harvard University,Jessica Taylor,Business Analytics,2023-05-06,2026-09-20,c0e517ce939326ea3d3a80517be65047ac8a868b1b2e1a22e3d6b6ef904d4707,0.5988124145936408,970,0.9018286600247933,0.9109307167135707,0.8676101483795717,0,4,17.20718120949809,0
University of Oxford,Ana Dubois,Data Science Professional,2021-06-30,2024-05-24,63489c109297d7d7761ef2f993a16e1e0e4a74d43900cbdf8c6baa15b3dc7d48,0.7558432105957493,1645,0.8284892354570854,0.9254960195644463,0.932278470341192,1,6,85.03098505130737,0
CompTIA,Linda Harris,Machine Learning Fundamentals,2025-10-23,2028-12-06,08923b1fb2fbe96cd8025a4563c2630a4148eaa17f5e331de1cf4da89153dfc5,0.8554760606145141,69,0.8721298731309801,0.9791397292116106,0.843997758944315,1,4,12.932008721489606,0
Microsoft,Linda Santos,IoT Development,2020-04-12,2025-02-27,f436ec559199bc86c0d1d900877a77e61eeafe470be6aeefe6220807a4492ece,0.7378267885296561,2089,0.9016330647307651,0.9730753304642203,0.9320075951817736,1,7,56.35553961790167,0
Google,Richard Davis,Big Data Analytics,2020-03-04,2024-04-01,5f81631ad0fec10e89676d0ab1bedbeb198130feb196af92632f96c31c2f94af,0.8183473841300195,2128,0.8142167285490965,0.9574893705953368,0.7887816224089934,1,7,92.6364202002105,0
IIT Delhi,Yuki Taylor,Network Engineering,2020-01-04,2021-09-15,7a6181d8dd00fa2a094620e1a07ff67b7c999491fcb694f5ea17b42699358248,0.9095597368174293,2188,0.7810521959550191,0.9572671991943575,0.9203457782449801,1,3,5.723860755557118,0
Microsoft,Linda Martin,Big Data Analytics,2025-12-19,2030-11-01,c9384d6f0afb0d644ff97e980caedc1794ac97520c0c05cb32990664224189ba,0.2124,12,0.2681,0.7483,0.1342,0,1,54.21,1
Johns Hopkins University,Wei White,Natural Language Processing,2023-08-03,2027-02-21,173bfe279f4408b9fce1b299269a72b1a2b80e10a6623f3dd4922eafb0563b96,0.9728707485505256,881,0.9872161841211488,0.9744686808607353,0.8899642516347372,1,5,34.03956817139668,0
Cambridge University,Jessica Smith,Robotics Engineering,2020-10-16,2021-04-29,859c1b4fc5c31263c4a356598d19aab921d2c36ca3267b0747417a3d45d95f21,0.4024,1902,0.0253,0.8596,0.1815,0,2,9.81,1
IBM,Jessica Jones,Computer Vision,2020-02-25,2024-03-14,a8ee9c4b881fa9a9052735a043ea5c54ef48170f9207d8076dba482d17e754d3,0.6565087830613728,2136,0.9122668844240808,0.9066353321449814,0.9097115958521514,1,4,18.541020326627656,0
edX,Barbara Brown,Cybersecurity Analyst,2021-05-12,2022-11-30,43c3e79c7ec7c40b78c87b9ea26adbb3d5389f8512cff4c98e17beb3f4a40c3f,0.8336927710686065,1694,0.8255432259295523,0.9723005570502936,0.8078029791761885,1,6,43.35793570828073,0
Google,Richard Kumar,Agile Methodology,2024-07-10,2026-06-13,48cb0aa198fe213f91d3ae615a0f6b812254a7b92e7429ff0ff0f0d96ae94408,0.77745226822127,539,0.829531196756189,0.9128146865228495,0.8055574401246128,1,4,15.817855768641314,0
University of Toronto,Robert Mueller,Network Engineering,2025-06-25,2029-09-16,b5397a6b1d93381d0d7108c0eb8a747e04d90f982350f606f4e22df1cdde4709,0.8565991866770989,189,0.9633335454591544,0.8238391856895124,0.905557089119884,1,9,4.289336043224917,0
Columbia University,John Johnson,Software Testing,2022-07-31,2025-05-31,4efca6ba78a1b61cf9fc7bac1e9f9387a090dbcfcc21119ec4aabca984959c31,0.9466878861817319,1249,0.7761179948400198,0.9016246257238779,0.797158439731774,1,4,25.34805522708565,0
Cambridge University,Sophie Jackson,Business Analytics,2025-10-31,2028-12-30,5fd06f6b83db70885b81fcf0ba63325e90d2eca108b81bb07108b42d49f0580c,0.5614515700886032,61,0.9754313510939377,0.983627988761034,0.7566198734827246,1,5,15.391729362702854,0
InstaDegree Corp,Ana Martin,Project Management Professional,2026-10-30,2028-06-29,fd51d6fc50e99a96f618e68625a021bfd32a484e1feb9d3889c2397c02b8e369,0.131,-303,0.1921,0.8125,0.1289,0,0,24.78,1
InstaDegree Corp,Yuki Taylor,Computer Vision,2023-01-19,2026-04-11,93e0a4506419ce643386532e9fdd24a08636bdc5c66a5b5d67de0c5792d89ab1,0.3103,1077,0.4816,0.6068,0.2736,0,0,104.75,1
CompTIA,Thomas Thomas,Full Stack Development,2020-04-28,2023-03-15,640a20c3c9e8119234145cca0d78cdf64d723dca59e5356e5f7dd03f2ed3b283,0.8790931455083995,2073,0.7902342601492075,0.9786944810474487,0.8727517160994689,1,1,10.092923337656503,0
University of Oxford,Michael Thompson,DevOps Engineering,2020-09-10,2022-03-25,03bed8b9ed60435d6b2ef7364a89af94ce7d46053b37f0175b74aef5bf68f23e,0.7718017994600512,1938,0.9041235220456089,0.7892713950280836,0.8537410554228009,1,5,9.648277499150948,0
MIT,William Williams,Blockchain Development,2024-12-01,2027-08-20,552e5d83430b99bed1ec688a4d6abd23f7002061aa010dc6aa46f746ecd3c2df,0.9307034500558897,395,0.9008857570984925,0.8965839241261768,0.8270915778431945,1,7,56.237530103234285,0
Microsoft,Mary Santos,Full Stack Development,2021-01-01,2024-06-16,203cead807dd62d3158c3812c43befcf9f60cb0e77a0c4b17dad278733f81765,0.8626182476932235,1825,0.6380967562567627,0.937639727042681,0.8794355438772257,1,6,2.2211005390781686,0
Johns Hopkins University,David Miller,Computer Vision,2025-12-22,2028-09-09,8c9a78879bd1e78d8619b6d498f84448f88c29d8bcd732f31c0d747736885ee2,0.7290533314184129,9,0.8566930504042642,0.8519644182677009,0.8047163483996425,1,3,3.3696648674020784,0
Adobe,Thomas Jones,Digital Marketing,2020-03-15,2024-11-09,66c38839e59a46ec80dd63876aee7b8ae30cb096612cf7c711753eb6904b660c,0.8310378046341845,2117,0.8834203702578748,0.8713910065555062,0.6264127206541654,1,4,11.955192194384907,0
Johns Hopkins University,Pierre Hassan,AI & Deep Learning,2020-07-06,2024-03-12,4b1493587b11de5d806b381d06d2ced5cbbc26928bbd7584df2f4fcc978a56bf,0.9081188048362894,2004,0.9634456059120374,0.9100474388059284,0.7856344662794659,1,3,15.868313451135204,0
AWS,Priya Garcia,Digital Marketing,2020-11-18,2021-12-25,91dd7f6368f1f9eba64962a130d6b1be8217db693e765b3bfa5932ef2bbe8339,0.5905607030416825,1869,0.8275357768281736,0.9638997921849949,0.9932044638777355,1,5,17.90773204330111,0
Cambridge University,Christopher Jackson,Network Engineering,2025-09-25,2028-10-30,a2480ea7bb62c4c4f892f32ae30abffe958b0c0205e55b326af672f4cdff5518,0.7542416097268672,97,0.8805207464172956,0.9086263507662768,,1,5,5.656113912648153,0
TU Munich,Jennifer Miller,Blockchain Development,2021-07-01,2025-08-05,a35aa4aa00bdf82c9cecaf2ad9dbfcb6e039f97762e18b2e19875df43be4aad1,0.6747522101727745,1644,0.8539681872294703,0.8468591221067444,0.8010007973896206,1,5,10.368949594898442,0
IBM,Joseph Santos,Mobile App Development,2023-05-28,2026-01-23,c6fa516f344261969234087a2b86091f5fcf45e4601aa0e807cc26c2a654fa69,0.8408499643395313,948,0.819050665991931,1.0,0.927737687491562,1,8,61.07177190619328,0
IBM,Karen Harris,AI & Deep Learning,2021-08-29,2022-11-29,289cd43e1ab7dfc86d3d28b678eb85f42d56b798e3dfef17411c9af8ddfd1f25,0.7578294583674374,1585,0.9486331345954735,0.9256453979914657,0.7340439218504262,1,5,70.06459629233306,0
Cisco,Fatima Santos,Data Science Professional,2025-03-22,2029-03-27,03de476f2c27e4d98930f37928184e8d06ed02d56ea7ef0cac678b467662dc6d,0.8236289510850101,284,0.6578985183036989,0.9435809812037226,0.7629446986483934,1,5,0.8305874187132608,0
Adobe,Patricia Garcia,Data Engineering,2024-06-26,2026-03-01,49d4e01007ac20728a084d7205e45bb3a0c861a9122d85347d73f1eb68fc0f4e,0.8951177779486739,553,0.7296802269683064,0.8662868173719642,0.8899376856515634,0,3,25.82931347856377,0
CompTIA,Yuki Tanaka,Machine Learning Fundamentals,2023-05-28,2027-11-17,57c9ad6b4adea7c89ba207db6a57d070fa2db5b127a59da77018acd221f3551f,0.9504550370712614,948,0.7488220069391333,0.8041597954059997,0.8806128443067857,1,6,8.161431514786422,0
DiplomaMill Online,Richard Rossi,DevOps Engineering,2022-05-21,2022-08-31,d5aef907fe63bbf8720dbc,0.2045,1320,0.5233,0.7094,0.2337,0,0,46.77,1
Columbia University,Joseph Anderson,IoT Development,2020-11-11,2022-07-15,1f6be13211310053a471ad5776a76e0ce23470dbf19f87495ba061f312865a12,0.9490366874206541,1876,0.6030950696768628,0.8528254785297703,0.9043199427319654,1,7,4.4428302411473615,0
Microsoft,Linda Martin,Data Engineering,2022-09-25,2026-01-31,5885c5e01d996cd7f3a511cc79d30a470dd179b68b467d5b1ea76a5de6b317d2,0.9227312923754423,1193,0.6923738112405013,0.9416031134006843,0.9313387420510005,0,9,64.57214086933739,0
Harvard University,Christopher Thomas,Computer Vision,2025-07-04,2028-07-26,962df67dfd8f69113f71b382e41cc36c817f9fcf3972738a49359717b9dc61fd,0.9594928884356263,180,0.8145114505351699,1.0,0.7497967109836928,1,5,92.61874048199597,0
University of Toronto,John Martin,Data Engineering,2024-04-24,2028-03-23,482983a3e966d9ba5277a966f00680a4f8b8c1ebf8f2b2c26c7f6e2f00d45c88,0.7976313280882356,616,0.7991657125380065,0.8666025275301505,0.9156825662555725,1,5,44.25977384229719,0
Stanford University,Karen Johnson,Project Management Professional,2022-11-16,2023-12-27,12c39bf4e8cc8d0378da8abca78f0b2ea0efe5fc1b80cf31366b4c3929f5b26f,0.7807277807937061,1141,0.7596949135887109,0.890440738204383,0.9620132978783665,1,3,17.305807608585628,0
TU Munich,Priya Martinez,Natural Language Processing,2022-12-03,2024-01-24,2a9c509f3dae912da21a17f74b54426a5786835923a93364f922eafde7c07a3e,0.6344307469059797,1124,0.8500871869305419,0.9529515674436202,0.800167073704096,1,5,58.37451217143171,0
Udemy,Patricia Garcia,Software Testing,2021-09-17,2026-08-28,6788416712b3b1ebbbba5fdf059a4385d11c177a590e28f57818138f3957efbb,0.7007246660251975,1566,0.9102953839577985,0.8925948978065704,0.951006907260259,1,5,70.05403001937103,0
Harvard University,Yuki Williams,Agile Methodology,2023-05-11,2024-01-27,f1435d5ab368a436993cd49e86a1c1e52907fed069ab8bf461604730a6eb0705,0.35,965,0.1942,0.2194,0.2642,0,0,14.4,1
TU Munich,Jennifer Patel,Machine Learning Fundamentals,2021-05-10,2024-10-08,c5a23865db069baaff149b8cebb757b5497e27a1907b10646a83be5227c0f401,0.792125820641928,1696,0.8618804476708506,0.9525152675484955,0.6112694944736522,1,3,27.874395804277185,0
Stanford University,James Garcia,Project Management Professional,2021-12-08,2026-06-01,96f371724d530448393fb1870a2a6eeb0153a97895ca983e7102fa78b68d3ef7,0.6619157673578259,1484,0.8645573491110038,0.9637131955729065,0.9189542094498663,0,6,0.7479610107821222,0
Google,William Chen,DevOps Engineering,2024-10-16,2028-07-12,e92f13bbb7513f8e06abafc404c47a354e09debde62e5a422e8c8765d8d7aaad,0.862116421545098,441,0.8384802305845631,,0.7347525638483071,1,7,15.538789201567774,0
IIT Delhi,James Jones,Data Science Professional,2025-03-23,2026-07-01,1bc0d19c545aaec807718e3a1feca32307f0b9caece974cca534c563f0673955,0.9187476366720142,283,0.9181029831117217,0.9533400290572008,0.9365587442490437,1,11,49.16760503344491,0
AWS,Richard Hassan,Machine Learning Fundamentals,2023-03-10,2027-08-08,be85649925cff1eb2d3670fbfa3108d0763e3525957487a414173292d5d47b40,0.9003282178268852,1027,0.8904374919844563,0.9109738621206749,0.9301854818664915,1,6,1.8510585545162273,0
University of Toronto,Patricia Johnson,Big Data Analytics,2021-01-14,2025-10-03,40f297525633d4773be409c1301d08c90ec6d4a3ccc3277ab6e067759a71e61a,0.8926468619353416,1812,0.9014781395535244,0.9482258646192274,0.921355472086737,1,6,56.96854903228592,0
University of Oxford,Yuki Thomas,Mobile App Development,2023-08-15,2027-11-09,5b059bbf99c3ca5e0b6d95be7c917b9405563759c1bee5b2594543367609da4d,0.8293989270709244,869,0.8536391478717316,0.929088444769191,0.7765235822214351,1,6,8.738972567288354,0
Johns Hopkins University,Mary Ali,AI & Deep Learning,2020-09-21,2023-06-04,9240ecddc2d8b58867f4a4bb5dcaf4905bbfab93a57c73d46d31cc1f23825da6,0.8703423144851525,1927,0.6088430037334647,0.9436982812988851,0.6657917179188031,1,5,20.37279724962859,0
Stanford University,Wei Smith,Digital Marketing,2021-12-29,2025-03-12,99c179d913ce1fed0b35c824ded7cf5ae7db05721a79fa860137125b94ce2553,0.9790686100292767,1463,0.947573835982792,0.8996238737226913,0.9508192072065962,1,6,3.2894199320800563,0
AWS,Thomas Garcia,Full Stack Development,2022-01-30,2024-11-10,1aa80272d24bc1dffc8bba86d2675741f9f38ec463515bca74316b0a8db288fb,0.9834389508389301,1431,0.7124196448244697,0.9411905573935399,0.7991106442203799,1,4,79.00923988594576,0
Oracle,Jennifer Davis,Digital Marketing,2021-06-05,2023-07-11,1f86b32c44a964af53e837ffcc785f593c02f8bcd7110fcc021951fbb9712d7b,0.6632614330259399,1670,0.9816400783116632,0.9699944765835078,0.9077744686186988,1,5,12.774748860091906,0
NUS Singapore,Elizabeth Thomas,Machine Learning Fundamentals,2024-06-07,2029-04-18,21debb6ac50a578defc878183ff52ad47c1d16f5099bf2ab149da9fc79af2971,0.3221,572,0.4317,0.6937,0.2938,1,0,36.48,1
TU Munich,Carlos Taylor,AI & Deep Learning,2025-08-02,2029-05-21,3a9fa6b1c5d12a193f85723752a0934a8acdc99133663c3cb3bfe19ec5abed5f,0.5707850174979985,151,0.8777615680515428,0.9146317349598064,0.8495638691405111,1,6,3.9817555756282226,0
Oracle,Pierre Ali,Data Science Professional,2025-07-14,2026-08-17,36ba7316e234ef3df72837e8d884bb3e390e531d3d225a4cd00f7914c8d35912,0.9434422302388762,170,0.7061522739362859,0.8940970297002662,0.6209852892820771,1,10,8.300497076010512,0
Columbia University,Carlos Patel,AI & Deep Learning,2024-10-23,2025-10-29,971b5b055234271fd18cf3297ba9e0593061f3d24c4938fdc5438df99fa4cc7b,0.8109078610946749,434,0.9128955750606114,0.8269794248901753,0.6600076125885189,1,5,9.706806393653022,0
NUS Singapore,John Johnson,Full Stack Development,2025-09-05,2027-07-27,8e016dd722b5db0bc0d55e9e1a6d5616065bbf289d7d64e57929a1f03c42f161,0.8873381061980221,117,0.72144146777422,0.8806147690194301,0.9518610278022087,1,7,7.485026821636554,0
Cambridge University,Michael Jackson,Computer Vision,2024-10-11,2026-08-19,cfdcbf27fce926babe029a75cf3f746b4ee6154181d8ff829c7b88c085052b4d,0.7616011871654396,446,0.5314397378431301,0.9531168524271694,0.8414149872963056,1,9,12.871010992639574,0
University of Oxford,Priya Taylor,Project Management Professional,2022-12-27,2024-01-04,7cf989abda7602aa572cd98418c444ef12d9083c641fdadb79ed688e7c0b64c3,0.754559886004686,1100,0.922195333923669,0.9721317580385824,0.8719192180071262,1,7,33.81445317589341,0
Microsoft,Ana Chen,DevOps Engineering,2020-02-20,2024-04-13,8d4c8c07aa2da4922ba9abeead809f4c7741f83fae08d2e15870cf25baadb7ab,0.8230922664512307,2141,0.7408984035200887,0.902912943162401,0.6049160226437569,1,7,49.440675323822106,0
Oracle,Carlos Davis,Digital Marketing,2022-06-23,2024-07-12,cecc145753ab5a94987d8b99b20223486813415d6d94821199c444c100d0b7ba,0.9175641324133539,1287,0.6439145570653304,0.901441146090707,0.8622974648242331,1,5,13.728025964643129,0
IIT Delhi,Carlos Jackson,Blockchain Development,2021-08-05,2023-12-17,7f4222161d8faf164c0425a43c2d6df2529d2ffce211e3db2f16e94ecc22313c,0.8560706813181951,1609,0.8744987287368641,0.8965652180988237,0.8653048411750737,1,5,44.30837433542595,0
University of Toronto,Ana Miller,UI/UX Design,2021-05-11,2024-06-26,44c44e7d6f377b4b3289c0e8bc5b9041c52dcb64c8c64eb650ef37e8748416ca,0.568571348782796,1695,0.6021265354037278,0.8810074337668229,0.8352233061293394,1,8,19.17225444557423,0
ETH Zurich,Patricia Chen,Data Engineering,2024-07-11,2027-04-23,5bfe0a4e6d07128090a7a0338c9f976fcdf9881e84593edf1f2225118146d1d5,0.9202260664952392,538,0.7160750015347203,0.9537365028380018,0.8809173755847628,1,6,42.08846527700581,0
University of Toronto,William Davis,Computer Vision,2022-05-20,2023-08-29,5a7449d0121cf0ca30525a0ce762f3a589e40afaf66a3c4c90757b5923b83be4,0.7241045855106377,1321,0.9709983558685878,0.8982996387781907,0.8708275294484643,1,5,7.5314515796506845,0
Google,Jessica Mueller,Digital Marketing,2020-02-08,2022-01-11,d10102497767a60452338cd09bb727ef011fdfc4a0fc3458a869a46ac97e83dd,0.8488453301590794,2153,0.9352983440525502,0.9003784279328639,0.8254796985621747,1,11,6.7652274278956455,0
Google,Susan Johnson,Database Administration,2024-04-25,2028-09-17,f47d287fba00102fe6293ee9881478561636f8e7a01b54196b6db936a2aa53f2,0.8265522896063101,615,0.8288896058679328,0.9135928849909873,0.46460884617003484,1,5,68.78078553184442,0
Cambridge University,William Williams,Software Testing,2021-06-23,2025-10-10,ef3be7ac81355243548a4fd9b60e412fe8eb79f521bdb02249b679c6af7deb9d,0.9376067676396691,1652,0.8113204068919476,0.9098644673413953,0.8537691850874801,1,8,232.14398247072083,0
MIT,Priya Ali,Cloud Architecture,2021-08-31,2025-07-11,6649616759b89969844bf1ebc9d9adb4c5087c1614c0fa31be3767a1d6202b0a,0.7504568760872344,1583,0.8145596235106364,0.7545662787358054,0.9706391006798595,1,9,0.8970663229045254,0
MIT,Sophie Mueller,Cybersecurity Analyst,2022-09-20,2027-04-14,17a5e3bf5a06c86764294256a824a80b1ca684238d47be9e27d03122dfb6e30f,0.6864610435898091,1198,0.9282367070905808,0.9697733689411838,0.8424551721393887,1,5,15.264829980249033,0
Salesforce,Arun Thomas,Data Science Professional,2022-09-11,2027-07-01,1df38ceca883472f6c6518037d8720aca8a10cafbb9788d0253feb933b3a8a6c,0.928984021261672,1207,0.6383569231606614,0.9377668374616668,0.9369736400478942,1,8,9.626086757427114,0
Yale University,William Patel,Natural Language Processing,2020-11-18,2022-10-15,7a8022743fcb674e2f2b4fe3ce0ce9a0d82300decbbf0240df5c5e088428826f,0.9742143650121671,1869,0.7234843255495051,0.9135581444059881,0.7182250906842043,1,9,5.79457801193621,0
MIT,Ana White,UI/UX Design,2024-02-17,2025-06-21,23c09392a5c7c16e81ff9f10b189da3ee66a1d9723ff2100e23b24b639d71ea5,0.8573037326859959,683,0.7137581388794536,0.9818595991408687,0.46438651808072695,1,9,13.448755020523215,0
Coursera,Mary White,Cloud Architecture,2024-04-12,2026-11-17,8f97ec858b16e725c4998094d9856f62b42fc718e8f01358d1d3fa735cca44fe,0.8630733721231681,628,0.7713701322737967,0.884472579101236,0.9239034391431031,1,7,8.98614820497056,0
Cambridge University,Jessica Martinez,Cloud Architecture,2023-05-26,2026-05-13,e67ee87ecaff71698701c5283ba19dd3d14e2e29d3f7729f36435fb7e3589f53,0.953242267193002,950,0.8154934449266392,0.9011196123149607,0.7015343608712854,1,9,33.75457400350456,0
Oracle,Thomas Rossi,Computer Vision,2024-10-17,2029-08-28,402658d4f8908773cc9fce0f3ce1d4c597d1dcfe32n23acf37dae72038d3f6a1,0.1608,440,0.1838,0.5259,0.3371,0,0,39.3,1
Cambridge University,Mary Taylor,Database Administration,2024-05-03,2026-07-20,73ab952f58ad92634e8ab62502f201355986ecd20bf37d30555ec80c45ee1fbf,0.8600490405328547,607,0.8747463029157513,0.9674599656690452,0.7631935135020638,1,8,60.74986744098482,0
Oracle,Fatima Harris,Computer Vision,2021-09-11,2026-06-22,9f00be76599cf29584acd799f5d3446e72581a27bc5d97e04fa25c03d09ad194,0.753288293515619,1572,0.8799833024584746,0.9114166442507712,0.7645219644692536,1,3,9.312589524087612,0
Microsoft,Carlos Miller,Machine Learning Fundamentals,2021-12-04,2026-09-19,95a12246a13f852230754c45a2d41d1b839b41b6955bdcf3b039a91a50572e1f,0.8423005077056506,1488,0.958643163882596,0.9181456926076336,0.9355069903454477,1,7,51.71794301738645,0
Harvard University,Carlos Rossi,Data Science Professional,2021-05-04,2022-11-16,a607b831968e1dab9287f0d84aba6a220d912801557a0726ed869ada1cd50106,0.8961210916306582,1702,0.6866621011937029,0.975302157364861,0.8064069933974448,1,3,14.674532525147356,0
NUS Singapore,Ana Kim,Agile Methodology,2025-05-10,2029-12-11,3fadd807b94377d818d83503fd3688e735ff7a91cfd05c473e43a2c0b40bd42c,0.8263740218277065,235,0.8173054887069526,0.9190039998761086,0.9687612924827732,1,6,3.482094949978621,0
University of Oxford,Fatima Chen,Database Administration,2025-07-10,2027-07-24,54c144f7ec9b202b8cbf68292c703a4f9dc230c3d9dc21cc1457622add10654e,0.9828209153076571,174,0.8943881893406361,0.9632580743398211,0.916886281421911,1,5,6.810591354522499,0
MIT,Richard Garcia,IoT Development,2020-01-29,2022-10-09,21234e0a29faf6823d0d1bf8f4fa542426ba3106930152034b993008df5bb58e,0.900331370355049,2163,0.8628791911038756,0.9297291038650108,0.9210469271638749,1,7,36.08296073990816,0
Cisco,Christopher Davis,Natural Language Processing,2022-10-25,2026-08-19,b78e086e099fbac25a9f5a308d4a8fb6a01f4fc07bc392d6c0e069b88fbce6ef,0.8650307019545028,1163,0.8681556973591165,0.9581258290269764,0.9705673249275709,0,6,23.82639967790001,0
University of Toronto,Robert Harris,Full Stack Development,2022-01-04,2026-10-31,82e571af4a053222dc8bdb23ec934ab27ff0e2c0e6057b52de34a59f86faf35f,0.6443047086713866,1457,0.8494613446763616,0.9315788800518907,0.7918682635699789,1,9,2.768487961402092,0
Adobe,Karen Martinez,Network Engineering,2022-05-03,2024-05-25,5873f9294b8c68794e11d9d9ef959e17bdbcc68798d0564cf49266c5e4c82da6,0.8479508899401269,1338,,0.933216623422267,0.6003635013209219,1,7,3.786866422529826,0
Udemy,Patricia Kim,Network Engineering,2021-05-15,2023-03-27,d53e7d68c954eeeb87736525a8696cfab0d2a4c3b5a0d9b31fb42578c01836fe,0.8710473027724562,1691,0.8530571307684278,0.8495614039636062,0.7018433776956483,1,10,0.20532552494715384,0
Cambridge University,Richard Smith,Data Science Professional,2025-05-23,2026-11-23,2a90f076b05e986021bd56dd21a101af84731f8983f606f6e452a8d689383d37,0.9667743861076133,222,0.8783384443690556,0.9019667452017373,0.8752121687856049,1,7,38.92281918172991,0
Johns Hopkins University,Sarah Jackson,Software Testing,2020-09-23,2023-01-19,fa3f7da12767e4b2dbf1f4f6c76a85346f41ea04132392eeeab4cfb0cff6a1be,0.6759975834910448,1925,0.6647977380749927,0.8918462390954006,0.8052438510803015,1,9,22.233764735689252,0
IIT Delhi,Carlos Rodriguez,Natural Language Processing,2021-05-29,2025-12-10,c3ac3ad05dce33a6a2c004c4c1205c9596d653fd2ed64510eff3f0f947005097,0.8134503639813603,1677,0.8386652300002535,0.8282966077891745,0.9376665553714396,1,5,26.26624328637803,0
MIT,David Garcia,Cybersecurity Analyst,2020-11-23,2023-02-05,fafb4d3302f6a59c51623fecfea94ac75c2b63d11a7c0dc8dd49f7abeb4c5d55,0.8241631362296011,1864,0.7921273243754577,0.8797840122703848,0.6847254193341801,1,6,2.0649095791853815,0
MIT,Priya Santos,Cybersecurity Analyst,2023-01-25,2027-11-26,8f9de75513c52c53517c6e6c3039f8d506e93c0a7b4e1d8d61e59b49bf5449a4,0.6562197880836056,1071,0.9561644394203934,0.9451488361842525,0.8679403702438256,1,6,1.2300603579405902,0
Stanford University,Robert Patel,Project Management Professional,2021-03-20,2022-12-23,704d8cf7951bc2d4a8a6ffc16829daa58c59d64661877e3fb965a15c44947285,0.7053064338308462,1747,0.9686019860662066,0.8621383872174503,0.7007025523003354,1,7,54.57465313109245,0
IIT Delhi,Sophie Harris,Quantum Computing Basics,2025-04-16,2029-02-25,e051885cd062428a4408d9925a61dcf4320b0835417a238d7c657e15bde21347,0.6988233444233658,259,0.7526060679847335,0.9896800964647197,0.8390153102955634,1,8,47.75820109697718,0
University of Toronto,James Dubois,AI & Deep Learning,2024-07-26,2026-10-23,0e088b82343bf292199294e07254cb72546a2cb77d0ea0e707136cf00f1b9a01,0.7114275582649399,523,0.8835742135348469,0.8803182907674154,0.9879003413933459,1,5,12.691957892545084,0
Salesforce,Priya Taylor,Full Stack Development,2022-06-28,2026-11-12,e1a69d754d693e8b45a91d2db8ae4892a06bc9790b9ae7871caebb7002ec943d,0.5523697762873198,1282,0.9475259469953345,,0.8346763757917258,1,4,8.168505795637435,0
Salesforce,Ana Davis,Project Management Professional,2022-11-19,2027-08-06,8d4dd88c9cc5c3eba26783b83780e665cf551eddf7a0cc4fba8e399e00084e88,0.9430722853429643,1138,0.9058950455794812,0.927444864064508,0.9069229430155402,1,5,3.9993880745534085,0
AWS,Pierre Johnson,UI/UX Design,2022-04-21,2026-04-13,99c56b8a9d7a701641ae416378c20b9c6dd9d83ceabe8eafe865f4984f249c82,0.5645352061509861,1350,0.8714369210808327,0.9029691092333613,0.9109359701720492,1,7,57.51002886035143,0
DiplomaMill Online,Sarah Williams,Project Management Professional,2020-04-15,2023-01-27,1f41e34324b49b67a19d31ec13c6577ef803414ca33e228ec808efaf19cb4f64,0.0142,2086,0.0455,0.4055,0.35,0,0,50.61,1
University of Toronto,Yuki Dubois,Quantum Computing Basics,2023-03-01,2026-07-06,2218d568d418d7b4ae45adc0b23c057d34fb145d00f038208b333e71f59604a7,0.9552517360938895,1036,0.9024750874476938,0.8763958473374023,0.9163725507224793,1,9,31.17800567902133,0
Columbia University,Yuki Miller,UI/UX Design,2024-01-30,2027-04-25,a1549452ccbd1889909dfb32dd5b8219d0c2b85514af037e1d20596a471382d0,0.8012403528353211,701,0.871203087362394,0.8846237141909163,0.858173570138854,1,5,9.946353984736742,0
Adobe,Pierre Dubois,Software Testing,2022-11-13,2025-09-05,ab3ae7b25a4d0a65ab902468744e04dbecfab0fd03c85da844c926a050b59fd0,0.9235047276126802,1144,0.8341804966496864,0.9460904370009366,0.882214518679982,1,5,22.49556743997615,0
Microsoft,Jessica Tanaka,Agile Methodology,2022-05-31,2022-10-12,7675c114ec64f986d9aaf730e57524a67a9ddb04c79c0c949c0dd91f4cefaa4c,0.0694,1310,0.3447,0.7571,0.2108,0,3,3.44,1
Coursera,Fatima Patel,Blockchain Development,2021-09-02,2023-07-23,2cf7a4a65ba293f6b61da891e99404b15de15df9dc0b85fba543e79736a1ec69,0.8391023513713122,1581,0.6040572165091725,0.9369120845865118,0.8501789882621084,1,4,3.871856160490868,0
IBM,Priya Thompson,Project Management Professional,2023-12-22,2025-08-14,4d2e1985de8c358ab9e22e4222279ce7edf7c9e02814e18f2b471a729335c294,0.9091853743782894,740,0.9090615075063839,0.9115560161850376,0.5445970838504596,0,6,30.24774096324264,0
Oracle,Wei Kumar,Software Testing,2024-10-19,2029-03-20,21469e90d0728d36100e1904478e408a7b9416020c714465f71193c51341cc96,0.675351669937461,438,0.7261083179822704,0.9861060061811704,0.7963916106920962,1,6,42.48393003569975,0
Columbia University,Karen Anderson,Full Stack Development,2020-05-23,2021-05-09,1ac56bf1d160bd71efe92d2ede87a8b36k45812ce94471684f44f0b3ed9ada29,0.1683,2048,0.1517,0.5993,,0,0,39.66,1
Microsoft,Christopher Jackson,Digital Marketing,2022-05-23,2023-11-29,6732f4852acc30e19ff7ccaf0abd4fc466dcbd47efe985c376b90ea76d693d89,0.9424872127937376,1318,0.9002156368070315,1.0,0.8309769187886992,1,8,5.8353062050937945,0
University of Toronto,Mary Chen,Machine Learning Fundamentals,2024-05-16,2027-05-18,a9b8772b196b99626960ee8d0b4f2a80cb870fd38fa9e64d48bac9c098334fda,0.7750345604050235,594,0.8549570287943522,0.8419706626577941,0.855572760395951,1,1,1.628651344150137,0
Salesforce,Christopher Martinez,Cybersecurity Analyst,2025-09-17,2029-12-30,2e8a2f2dfd90a5555a409ea8fdb36ce91de19d5ccf7c56a9cae4bc439fc3fad4,0.7301150583708683,105,0.9885943228548648,0.8636138775421734,0.9184685761679492,1,7,2.183221928277037,0
AWS,Carlos Chen,AI & Deep Learning,2024-09-11,2028-02-02,a50e3001b0cb16d82576c1684eee06376111d8fc95bd1330613107617bb63df9,0.6813561984723291,476,0.8655777402020398,1.0,0.8911235954220068,1,6,90.4481736399251,0
University of Oxford,Christopher Ali,Natural Language Processing,2022-10-18,2026-07-05,c69c9948c05c29d48b5a5cf244e8c094d13012317e1516b8fa21cd0a82a85be2,0.5867100138290721,1170,0.7664098140469726,1.0,0.9561997212529195,1,5,10.597927718317099,0
University of Toronto,Linda Tanaka,UI/UX Design,2022-07-22,2025-04-30,2ca1f3c752a3d1b28674e52e8825896c9bb9a3b285948ca124bd935812027f02,0.6299799940947265,1258,0.9054779797334499,1.0,0.9310701061456136,1,10,5.471705554021728,0
Johns Hopkins University,Jennifer Anderson,Cloud Architecture,2024-03-30,2027-01-05,f2dd07743768f0a1e3bb1e84247c73e1c796a3a74e3f176873e94ba4aa159a54,0.7256867836052571,641,0.8119914122172351,0.8897546618035913,0.8500716035640016,1,5,13.553807252955538,0
AWS,Carlos Martinez,Quantum Computing Basics,2023-05-12,2024-08-04,f5f8499168d838d10c234f945dc341ba4e3be853d53635e0f29e4ae43ee5f4d2,0.8316356007071678,964,0.8281412782502781,0.8003469118309751,0.891266025505658,1,5,10.365431610402549,0
AWS,Jessica Santos,Full Stack Development,2025-05-14,2029-08-24,6a6c689821745b28bc7bee124a53bba0faca44ff4cbd06ee98a3980c70fe86ed,0.5791371651027383,231,0.9867870148880661,0.8115634794359987,0.9715347641791884,1,8,8.039868997714375,0
FakeUniversity123,Fatima White,Network Engineering,2021-05-05,2024-10-13,c1c802e9c110ee996bac7b45e2259bd0720da65514b0fd49141409df6ce77974,0.1885,1701,0.5624,0.666,0.4688,0,1,186.86,1
University of Oxford,Sarah Brown,Database Administration,2022-11-16,2024-02-03,52e505a2c7efdb2c98dbf612e21f1fd35c61d14b7cfa53ee50437cadca5bca45,0.8659886369237954,1141,0.9755582201300709,,0.9117550265986681,1,2,0.9328103309538875,0
NUS Singapore,William Mueller,DevOps Engineering,2023-11-09,2026-04-19,16423a0aaae3a8407c3d990ede43167712d01f0b4f88edd04b992573bb35a019,0.9218229725280982,783,0.8302732714154202,0.9312638455759761,0.9193344386020754,1,8,14.936138520177874,0
Salesforce,Patricia Ali,UI/UX Design,2020-04-15,2023-12-23,a0b1ad65e64b9e7fbfc7e800ae227d0f1921da390a4b14ed8759fb404dd28641,0.7102639316862561,2086,0.8507670683837942,0.9294297499748448,0.9753225680613884,1,7,89.00480575268638,0
Columbia University,Jessica Harris,Cybersecurity Analyst,2023-05-24,2026-04-21,e598c8199698c6cf8455c388d6d4c6ac76ecc863defe71d04653fd2e2afac4c7,0.8420286303223535,952,0.8553223378318876,0.9619201378013644,0.8587295462434071,1,10,32.463593158136504,0
IBM,Elizabeth Rodriguez,Agile Methodology,2024-04-15,2028-10-17,24debace18dbbd0a3122d9d7744e4361f468133997d18ca53c8a11c20bea7d70,0.8943561898354367,625,0.9742719413983298,0.9215531170883049,0.9113317265309511,1,3,9.186008252120791,0
Udemy,John Wang,IoT Development,2023-03-11,2024-12-24,3933bc1eed35b6ff0095e86e42e5496f3055d1b51874d0a1fe5ec620db3dff04,0.7772937634679501,1026,0.8645307123830688,0.8847616818374877,0.9594571353632914,1,4,38.38053218514808,0
CompTIA,Priya Kumar,UI/UX Design,2022-09-18,2023-09-30,acdd07a980d884b865e07a2ec9e25a5938e0ca2e311bf5a48c7b9ff2cedba3fd,0.8723715572261141,1200,0.7884985887454511,0.8626437663672399,0.9747447474988555,1,5,17.40941240175727,0
Johns Hopkins University,David Ali,Software Testing,2023-04-09,2027-06-09,d8f9f675e94d48e76549ebd2980dc96d755e07d14a1d694e0c3a095b19de29a3,0.8184155951208314,997,0.9347112823753061,0.9005546826516151,0.9710127452671276,1,5,22.304857449642018,0
Google,Carlos Rodriguez,Machine Learning Fundamentals,2020-01-01,2023-07-28,121d32607e6139e60336cea0b889ca06ed3df06579f197a0bf4a15812f5626d9,0.9303643132018982,2191,0.6954456169848124,1.0,0.9313844218850272,1,5,6.533998392788153,0
Stanford University,Robert Martin,Machine Learning Fundamentals,2023-04-09,2025-06-05,ccf10828373a657f1aa11bb09040b0669bbe60cbd919f0bb085cc773d7a8c8d8,0.901791487550278,997,0.9314543319353543,0.9823325265340151,0.8049851256831454,0,6,26.413612536289733,0
Adobe,Arun Mueller,Machine Learning Fundamentals,2022-07-28,2025-05-17,6e951d1550cd6374daf248176f191591ff195350f6bd5fc0975e3bacbc627f9c,0.9196222347293818,1252,0.8260576856168859,0.9618632325190912,0.9749969442867074,1,3,34.45965911141889,0
Coursera,Mohammed Davis,Digital Marketing,2020-04-28,2022-01-23,44709198c7e8473d172d6294d749dd84d3e3c36e99cbe7423a78f654f0eb06c6,0.8492404727596018,2073,0.9232370809519561,0.9558555047433456,0.636580767917647,1,6,11.031987986536931,0
Harvard University,Robert Thomas,Computer Vision,2023-05-15,2024-09-02,797e2cbcc3731a475aa12474a40641a9ccf5e4a224c37cff46013d50591eed1a,0.9640504804071341,961,0.9456430413641665,0.8852157690170135,0.9571098445998939,1,9,0.8670501616880074,0
Coursera,Patricia Martinez,Machine Learning Fundamentals,2023-10-11,2028-04-29,22d799213290dd1bf6e474f940d416b463687f8b81ca5d39a452254bb149543b,0.7967019636571204,812,0.7368156179156826,1.0,0.8794246851182094,1,6,64.75395735489118,0
MIT,Jennifer Kumar,Blockchain Development,2020-09-18,2025-03-22,cbc151cb6201da451f69c5d6419db04df86590178a08c166525590d66e090e11,0.9047940071555898,1930,0.475051260426253,0.9119890531634335,0.6747606648309961,1,7,46.309049566019894,0
QuickCert Ltd,Susan Harris,Cybersecurity Analyst,2023-05-11,2023-09-25,276d7642009dadade25e1ca6d2fc04cf13368bed8a5a8dc7d62f04eb3aa21459,0.1774,965,0.3415,0.7733,0.2884,1,0,492.53,1
Microsoft,Robert Brown,Big Data Analytics,2025-04-04,2027-12-25,622c7a370f81a1ce62ee3d73dd17d5fdf50b298d145eb9f2bb0b8efeee8819d7,0.8313687423496394,271,0.8197303641071737,0.9237962899497828,0.9182014069294134,1,8,51.44953285555376,0
University of Oxford,Carlos Taylor,Robotics Engineering,2020-11-19,2023-02-11,1d6d62a30cf9e73cbbb524b6d0b27740665b7ba0288bd6b8186c3436fc514e46,0.2098,1868,0.3223,0.6001,0.35,0,0,22.91,1
Johns Hopkins University,Jessica Tanaka,UI/UX Design,2020-10-22,2023-06-14,0db58178a2c98a7c15f09ac7e1e871ab633f6cf674cfc38928b0ac34a36afc11,0.9287882913929911,1896,0.9376054519881586,0.980050344676898,0.7104038401467062,1,5,46.62958238003291,0
PMI,Barbara Davis,Data Science Professional,2022-11-30,2027-06-02,de7cbb09179c9248a45302dff8d9737b4eac537ea899b1517027e3e644039c7d,0.9458961749552799,1127,0.7768121188586972,0.8636365349465694,0.8395610913774234,1,9,14.182068875663399,0
Columbia University,John Santos,Digital Marketing,2024-06-12,2028-11-09,9ce24d3cafd02bab6b0ecec153bdfa8ec97adfab95b5ba3119a1de7bd20a04fd,0.9039422689004556,567,0.7791230492922461,0.8280517218637888,0.7568970962326433,1,3,47.47346205543315,0
Google,Ana Rossi,Natural Language Processing,2023-10-28,2026-05-10,0d5b9c7ab68cb6baa37a6187be91bf8ff641818ddc58544301cc581120f0677e,0.9363645933663888,795,0.862080010568849,0.9084625606970064,0.9756481046455853,1,4,36.12541211189214,0
Stanford University,Jessica Miller,Software Testing,2021-03-29,2026-01-30,73bcec5897a833130c839e8ea92b543bee775baba32d91f25b585da4044946dd,0.9098188140886261,1738,0.9767122248707735,0.8324528567557083,0.9758728873025296,1,9,27.920540271005304,0
Coursera,Ana Taylor,Cybersecurity Analyst,2024-11-22,2029-04-30,8b77ac88c4b0e777df8621465c3d80b0d0ff05db200ee88a906a26f62ccac48f,0.9203922203268305,404,0.9156271213443716,0.9234613479514949,0.9134080071859006,1,6,1.8855476018439197,0
Coursera,Linda Taylor,Blockchain Development,2021-01-03,2025-07-13,c5800c4b00af0edf3150b34324b3ef40e4dc37b5d1dd27acee61eab5ae8e736a,0.8613576607986106,1823,0.8902780032291604,0.9278744155476111,0.9586251039318857,1,5,50.936043683563256,0
edX,Barbara Martin,UI/UX Design,2024-03-12,2028-08-27,6371d7c0d39dd3bff879587ab733b86f859f31016cd72ae9e4fd92df338d3d31,0.7772922589075861,659,0.8494719074165049,0.8705235464357953,0.6595177273522896,1,4,39.16228558792599,0
edX,Pierre Taylor,Digital Marketing,2024-09-17,2025-12-05,ebb1bf044c312c9a19dfbc6d4829cc785bcdc4511f56c2939e59e44d20bc671d,0.627464853115847,470,0.7200975946068714,0.8975464374426175,0.7125440916574349,1,6,0.10063997607999231,0
NUS Singapore,Arun Rodriguez,Blockchain Development,2022-12-25,2024-02-12,95a078c53b86a9622c9e98b2b2654cce2a4be7fd139504636a0142d2c89534d8,0.8240102344773128,1102,0.7023129916752847,0.8623436246482483,0.9649215096648456,1,6,3.439474299989441,0
MIT,Carlos Taylor,Data Engineering,2020-06-24,2023-06-05,f47eddc35fe0627a5d76339cbe129cf6476e1651169cf9a7205de5f8abad51ad,0.7080761296175149,2016,0.6253678228715599,0.9873658036905709,,1,7,3.947737493054284,0
Cisco,Christopher Harris,Database Administration,2023-11-11,2028-10-08,d799d295da940c0f1156e210dbe417611bb9b5dd5b1bfca8d481838cfb266f95,0.741971134328888,781,0.9316716738656942,0.9161919761563089,0.9586739996809039,1,5,24.17609402047485,0
AWS,Elizabeth Thomas,Software Testing,2022-04-26,2024-12-11,934c1dd3624755b664af5fe39c24e948366d36e6886851e832c3b7ef1e609313,0.7433699070103568,1345,0.8320350919389321,0.9472074699921407,0.8572105427949493,1,10,29.969967092862188,0
IIT Delhi,Joseph Garcia,Business Analytics,2022-02-03,2026-11-02,c6b062e990aa0c676cb60b02e430e50a04544c20edbc6d17aedca487b89a9ba9,0.7220882492436056,1427,0.9075712141393149,0.9013112885151228,0.8154046242303272,1,8,71.1696863583253,0
Microsoft,Karen Mueller,Digital Marketing,2025-04-21,2027-08-09,10791bf660ba8fdd1b5bf6b37b3fc2d52e3cfa0fdd99418426b36bbd3788be02,0.9437037826424247,254,0.8375062385773968,0.9263118364544355,0.802721400646082,1,4,41.39374265824449,0
AWS,Jessica White,Project Management Professional,2021-06-10,2022-06-10,a55d9ce18427410e1d77f2bd628c27b723a78edc818d0e5986fa9af587dbd007,0.8446550580064633,1665,0.9403511130277952,0.9295417648903629,0.8047809729992225,1,6,20.358153272310666,0
Johns Hopkins University,Barbara Kumar,Cloud Architecture,2020-08-01,2021-12-11,e560324edf2add2972b93ba9c75e1df6f5ced363f3a444c787d6228a77420a74,0.7817052177220019,1978,0.906391707130354,0.9163825475244631,0.7660553761609061,1,9,31.4058990131413,0
Adobe,Karen Smith,Cybersecurity Analyst,2023-03-20,2027-06-14,240e2a091bc7c76a8a24246151408846bee3402b7c43226ffdbca6e4b3be0264,0.9433096485034801,1017,0.7347618164847046,0.8732793625429033,0.6663120733780148,1,7,1.0442250905475037,0
edX,Mary Rossi,Blockchain Development,2022-02-02,2026-10-23,2c25e7e90bd8c2ee23403faf06adc0387c5f86ba1953a4a08d82361a8ab615b4,0.9061779297679826,1428,0.7315045012963014,0.924652266851678,0.8948060017448496,1,4,17.243229256255834,0
Cambridge University,Patricia Kim,AI & Deep Learning,2021-02-23,2023-06-07,ab0e2428b57ecf55fe4937e71d4b94503543ecf64fcb966aa1156c2ea7ab236f,0.9105423277978509,1772,0.8704988176515694,0.9237258814133,0.8845308089374354,1,7,84.24166109216135,0
Coursera,Yuki Chen,Software Testing,2020-05-10,2022-01-29,9effc3d4c14bdf30905ce9f7eda58dd7997c0f182ed98370ad0fc08d5030358b,0.9795949283490101,2061,0.8646024497138765,0.9090577896501333,0.9466661113048978,1,8,17.92623786922581,0
TU Munich,John Jones,Machine Learning Fundamentals,2025-06-17,2028-12-18,3e88dd441eeeecd613bad260e51ab6d799c317eaeae9e03b6aeca722a171d7b8,0.84891145839731,197,0.8890581023401912,0.9741382816591604,0.842512153910948,1,8,11.906896951566251,0
University of Oxford,Barbara Mueller,Full Stack Development,2023-10-14,2027-07-31,7ca379ead0ade40bbe6bf949423645537229c3f69b5a08d6bf9dc71fd69181ce,0.6744109385712639,809,0.8413784231723626,0.8797978776385014,0.8116551192910187,1,3,42.2847360762846,0
CompTIA,Michael Hassan,Computer Vision,2023-09-01,2027-03-26,c0cb0e5ae5f31f83298be110bc2b8c59cefc5d8eb6fd869bfe010f9cb66401b4,0.6095491906009298,852,0.8934920318759111,0.9013888735677751,0.7950834971354863,1,6,7.16734488639479,0
MIT,David Santos,Machine Learning Fundamentals,2021-09-30,2025-03-04,12f0b90c98a4c1573742abfaecdde3035726e6dec55ab8766dfe27b6f72fd58f,0.8432974257731196,1553,0.8392758294815874,0.9642685481907332,0.7501421052821183,1,4,5.580565628151871,0
IBM,Christopher Santos,AI & Deep Learning,2020-05-18,2025-05-04,470263f67c5c56fe903fd43a497ca7910b813e6712600607f0b7f0618d1a7baa,0.9636616586087627,2053,0.9325363646247152,0.9158788960496471,0.9876615255629582,1,5,9.167538178695947,0
University of Oxford,Joseph Rodriguez,DevOps Engineering,2020-08-12,2022-12-12,d8932639018106c147b2bb66a6d56c635ee6b2def901eaf6155593b8d33cb293,0.8132111401537118,1967,0.796856578489694,0.8483528006208494,0.843934188622337,1,3,112.28515749644988,0
Microsoft,Susan Brown,Software Testing,2022-08-11,2025-06-02,8db22ca75a2a3d2250393d7c5e6d693b5e745977a728a0b496aa1567890ddfca,0.6423667423537317,1238,0.8120504071544825,0.9176354677145733,0.8277895783560233,1,5,28.2254713705403,0
Columbia University,Fatima Martinez,Network Engineering,2024-05-05,2029-01-15,b714579ca97a6e00ff75e2fa9b3fe6baaf5c495b11a4a1137a7ebf6c74a6714f,0.8517021974630908,605,0.7992624207820631,0.981700560412622,0.8561331036280208,1,7,63.6891860411248,0
Salesforce,Priya Rodriguez,Machine Learning Fundamentals,2020-10-18,2025-03-23,7be069442a2d3495170d61e6942b54664903b31b5fe8ff10d21f2f23a0d55134,0.8500672196166079,1900,0.6839778724558988,0.8969214327673665,0.9008703237688005,0,3,12.020628178974613,0
Salesforce,Michael Garcia,Software Testing,2023-06-30,2026-12-05,bf46f90d9d8819810418b19c0c5e7ec0e957431c430433f3e32c5ab36f60d6e7,0.8697721257544201,915,0.7424066009686979,0.8792131365607091,0.9541197698978355,1,3,2.5893699275026236,0
Columbia University,Karen Mueller,Software Testing,2023-06-10,2024-11-19,8dc7a729882f25c8a00e24a9992cea8fc84b6e8d687d716c3e71c77d1de8650e,0.8947389627449146,935,,0.8667233169435749,0.989610940164348,1,11,38.72931699722794,0
University of Toronto,Sophie Garcia,Digital Marketing,2020-03-20,2022-09-24,3475a8fc3914cf328146de980d9b91af07ac709527e7184142d3a9c21c017ba9,0.7132950071558799,2112,0.9050946850980769,0.8677075756084571,0.9733620959794758,1,7,10.228600817591268,0
CompTIA,Arun Kim,Digital Marketing,2021-06-26,2025-05-14,0cb2e4530cf6312223abcc925efed1aba97fa23bd6f24ec5ae86b06c6f0adc07,0.5986799657969378,1649,0.7898439870530689,0.9664737278244263,0.8800194414054969,1,6,65.94483274321549,0
MIT,John Harris,Quantum Computing Basics,2024-04-13,2028-06-11,5f2a67c5ddecbf649a9537cc9fa9e1bc02898855f1f70c830211bc5eb2f0aeb8,0.8350194799148233,627,0.9963685997874913,0.9526634301854309,,1,4,19.54175129785353,0
Cisco,Sophie Jones,Database Administration,2022-03-27,2024-03-02,0e8eeb6ca50a2be3c2f26580dddf446bfa674bcf2645fc63cd731899f0e14cfc,0.8999397297509689,1375,0.8593258396650569,0.9124251681076748,0.9668155081575891,1,5,1.066645393604067,0
University of Oxford,Carlos Anderson,Cloud Architecture,2022-08-03,2025-12-27,79a55fbb34c20f4c305d986d933903cf9489e457f1d6627b4ba481a8245e3e2b,0.6936885551204358,1246,0.4417762058799576,0.8878245355475385,0.8821641000320152,1,6,26.445773320750746,0
Harvard University,Wei Taylor,Full Stack Development,2023-03-23,2026-01-03,acb9a83ff8cd89ce4c711a95c4fb65fa5172864a76d5466aaa0728d572a8dfd4,0.8619154158943002,1014,0.9529137572351236,0.9171846313549711,0.9438367450680735,1,7,13.880402811727727,0
Adobe,Mohammed Miller,Network Engineering,2021-01-11,2024-08-13,02432b25ac7ede91e3fbc2f5bb26b1a4aaa7957012d3870aa624d8bd21118a76,0.0335,1815,0.128,,0.1265,0,0,95.67,1
Johns Hopkins University,Priya Garcia,DevOps Engineering,2024-01-08,2027-01-12,dc120cb22d572b8ba91f560bdf12222f7c9c67c9eb2163a372944a3355f95d2d,0.8968462277340888,723,0.935903677752806,0.8929552583942758,0.9466755423657072,1,11,1.6558942501448828,0
Stanford University,Pierre Thompson,Computer Vision,2024-02-21,2027-01-22,2aabe20e2b6478fe3e7782b4849db1a3a81b4efa8aa09ebe60772ca551fd7a85,0.8653940649150393,679,0.8070247472471552,0.9090721264371989,0.8223944401864381,1,4,9.311564511424193,0
Coursera,Patricia Chen,UI/UX Design,2025-04-11,2027-01-20,aa802a3fd08dd49bc2b2d5288c617d236df15a3e665df3b6347e14bface5b958,0.9287424632293544,264,0.9394799771031503,0.9527333936845456,0.4333817466500548,1,6,9.71092114527501,0
CompTIA,Richard Kim,Big Data Analytics,2025-02-21,2027-12-04,deb167caee84a0b18c8cfdb03c8fe7037c8a6f40e22545ecb2119b417e079c88,0.6847574300989316,313,0.9846213996653511,0.8268342800848003,0.9447434082668638,1,6,0.047577040300802564,0
Johns Hopkins University,Richard Mueller,Business Analytics,2021-01-02,2024-03-31,92752c4a0fdc4df37d537dd3b3389c196574be45d02146c404809dc61d1304e8,0.46243333213076726,1824,0.9150518879160141,0.9605725666340438,0.869746160469868,1,5,46.64447440814944,0
Stanford University,Mary Garcia,Software Testing,2025-09-13,2029-08-15,744ab37ac6377e4e7021965779e586077e5d9cebb96bb47e79c4121a4939e015,0.7553489994349926,109,0.9146262002822017,0.8364733499790843,0.9641614564250969,1,6,2.2484231120527065,0
Adobe,William Chen,Robotics Engineering,2021-05-08,2025-09-07,64edefba50b56b7edf4412fb174d6df960e7da15c9042b3c072133a1f007814d,0.7488887999693096,1698,0.8729324147318664,0.9289687378278552,0.6685848524959509,1,10,91.55740124408536,0
Harvard University,David Chen,IoT Development,2025-10-26,2029-03-28,52a69d4aea82e4f2400a1aec73c4fe855ee6311190cc0b3514982a2e5ac8d111,0.7983858189234555,66,0.6710097588663463,0.8469219212379158,0.7927976854658797,1,3,32.87075945107197,0
Udemy,Christopher Dubois,Big Data Analytics,2023-09-25,2028-08-20,bea700ddf5324a1a1b7d37c9b2387997434093d7821bccbec3f029c3954633cc,0.9418024657574195,828,0.7168916979622164,0.9754312534127505,0.9818547168142777,1,6,9.10780739030066,0
Johns Hopkins University,Joseph Ali,Cybersecurity Analyst,2020-04-08,2025-03-26,1e40d4c1d828024adc4d27164692c1ab5a92e6b9467b386488c82b70289c857a,0.9530872374151584,2093,0.8867567634893154,0.9570906822276493,0.5922097319308727,1,5,24.003427991870645,0
Salesforce,Susan Wang,Blockchain Development,2023-08-13,2027-04-04,aa9f54a0a6e8a82d3ebb467f3287ffb26192048b6b529ae98406c702b2dd4f9b,0.5019577051872891,871,0.7410911990443225,0.9357682279114825,0.9024169850018015,1,8,28.872117355137746,0
University of Toronto,Patricia Thomas,Big Data Analytics,2021-09-02,2022-10-17,93d2d5b4b73e41f9d899537b14ff495b1c4dfce7f816361e0e26bca058d0641b,0.9073075602191125,1581,0.8899919873230546,0.9026487945133261,0.9923634605162405,1,10,26.6491587172092,0
Salesforce,Joseph Davis,Robotics Engineering,2020-05-22,2023-02-07,d973f7d0a94d10cf31a7d2788179fb3a55bb0ed87bc3af20cfcd71c45275a5fa,0.8352816694225587,2049,0.8779962436206165,0.993639153504757,0.9754361190406529,1,6,0.18643235657224072,0
Oracle,Jessica Dubois,IoT Development,2025-11-20,2027-05-04,54cfc30a76b2f7ec13c86998e559b36d5e0d0511975f7b7262528e282ed15913,0.7320989412289304,41,0.8906265441295012,1.0,0.9280491572717511,1,6,28.69412149141301,0
NUS Singapore,Michael Rossi,Cloud Architecture,2022-08-23,2025-03-12,d404a3b4538fbd386cd0e314a810b725466c436d5ded6c4f5cda73d14ecdc750,0.564584168527971,1226,0.8876594388564506,0.9934230691605708,0.5622424106937038,1,6,5.59406507678451,0
Google,Yuki Ali,Big Data Analytics,2023-09-14,2025-11-09,e0e001116602ab41b0e6f67be3582a90463809d1c1883f5877ed8607eb46ec43,0.7350952667607474,839,0.8917783342086631,,0.9051316143805802,1,7,67.55944489688893,0
Johns Hopkins University,Wei Martin,Quantum Computing Basics,2025-10-19,2029-05-04,9400ff12dc1102e31ac6dd68afa8f5162d2f7568f312e5449640e71d0445b0b2,0.7975882180695504,73,0.886554886951223,1.0,0.9299106188087947,0,6,9.911084678733229,0
edX,Michael Anderson,Natural Language Processing,2020-12-29,2022-10-09,90c8511d23ae190873bd1a06c580803364d61415a0e97ad60f3a60bee8d2a1a4,0.772894577156474,1828,0.8974279145274191,0.9077021016201012,0.8003714029893846,1,6,29.350328381005305,0
Oracle,Mary Jones,DevOps Engineering,2025-08-17,2025-10-03,92ae45aaf114e90eb7364b7fd3a44870a8fe403901c17a075dd88226e7f4f636,0.1628,136,0.5665,0.7301,0.5292,0,0,386.49,1
Microsoft,Michael Davis,Big Data Analytics,2023-03-23,2024-11-20,1ab4cbbc181fb8ecf627b32f02db52edfcb988697a1f50580ddfe1daf06272cf,0.7998618348435421,1014,0.9535470470377799,0.9120010859955202,0.8450165019137849,1,11,14.25635654602345,0
Cambridge University,Priya Anderson,DevOps Engineering,2020-04-07,2022-11-21,0aa4240726603987f31695e72808144dba13206a5c6654ef20a564a374a9051c,0.8930416571360339,2094,0.8041286085203698,0.9104602713774451,0.9956723784348913,1,3,62.95826874612212,0
Oracle,Christopher Rodriguez,Big Data Analytics,2024-04-14,2027-07-09,6e857cc95745356f6c673b684552b6aa53c583e42f3c2fdffe03ae9ed8a29c82,0.6572258265104974,626,0.6672068327771752,0.9838633806464214,0.9700721121835878,1,4,10.011683964310173,0
IIT Delhi,Ana Tanaka,Software Testing,2023-06-10,2026-01-25,83b4e7d197a6f24e22a95f153de1ba19ea116a53167e67bcccac7888de58441a,0.6603711074990776,935,0.9216117346028985,0.9479232503069962,0.9021036297354618,1,5,9.055097102203945,0
TU Munich,Susan Tanaka,Robotics Engineering,2023-10-15,2025-03-29,d7d46a0329701d5e8d876d04052fa5596c2b435a22d1d224682786a6f912d8de,0.8754524674404857,808,,0.8549010292622156,0.9345649557436261,1,5,49.47201413212612,0
CompTIA,Linda Ali,Cloud Architecture,2022-03-19,2024-02-04,0553f8292d25f7ef08b570423f6339e5175fa395cd13deba58551f450adeb480,0.822349407130749,1383,0.9872190616795082,0.8679497681259568,,1,3,19.76260467936151,0
AWS,Priya Johnson,Mobile App Development,2021-01-23,2023-10-15,0607bfc6d1df189c75c4572c157dd9909aee69508d0f827afa430f0357ca1d16,0.6300995860416008,1803,0.8068361186849802,0.9665448749028952,0.7733500804169613,0,6,1.578694405049414,0
NUS Singapore,Sarah Thomas,Robotics Engineering,2023-08-07,2025-09-01,c1faeadfd188788c43fba13f7b717f862e527c97d6d93a3af637e737647d6f53,0.9566387128473618,877,,0.8800772703071928,0.951688836687228,1,5,13.653810744838903,0
Salesforce,Carlos Kim,Cybersecurity Analyst,2020-07-17,2024-08-28,b857cb61faa6a7427c5e0beb7ecb2f65e99e4ee2be98eada8f106feea4edc04c,0.6951338748408041,1993,0.7673807222222787,0.8987216178827957,0.8407489140018386,1,5,63.81112155979639,0
Johns Hopkins University,Barbara Dubois,Software Testing,2022-12-02,2026-09-04,ba64f83694dfba54704b96baabbd649ac638f01705351f1d79e057b7600b9a9e,0.8317917142074392,1125,0.7758965901262103,0.8506402155140287,0.9627615058047616,1,3,49.50265467989352,0
TU Munich,Linda Martin,Blockchain Development,2021-06-17,2023-09-23,4ba95f4bf70b205a46abd9b62f25aaa2849c3e49c5ab01694b9e220d1244419f,0.9695297379351228,1658,0.747256228518757,0.8723372683160271,0.9481214942871338,1,7,19.31855121430455,0
PMI,Michael Thomas,Quantum Computing Basics,2020-01-14,2024-04-20,7a4172e35264d86e97424fec9aec1424e41df9f86778d3fd20897d0736a76af2,0.8689307285218576,2178,0.9042886497561581,0.9623482379057582,0.9369513090962268,1,6,23.23917351756674,0
Microsoft,Christopher Hassan,Robotics Engineering,2023-10-13,2024-12-30,aa8203e52a185ebd512f876faaae79ceec99fe1530fbbd9a7e3aad13c75ef4ea,0.6485587662810928,810,0.8023210021447965,0.9416846935870119,0.7281925155556354,1,3,40.276925128649225,0
Google,Fatima Brown,Project Management Professional,2022-09-05,2025-07-14,305ed886b02ca452ee65f4835fc3d148dbdd1d151d7f6a80c1f2841965bc2f24,0.7085191140782966,1213,0.9834017935149214,0.8403933832931009,0.8585540870424359,1,7,14.693225863297352,0
ETH Zurich,Carlos Chen,Network Engineering,2020-12-22,2025-06-18,d7d6967bfadb482b9c8951aa3f05bdb1e1c361f26385e214c66d0e9343c25252,0.9240188382555231,1835,0.8092068223509895,0.8876713892606848,0.9485015866960401,1,12,89.2133637102724,0
MIT,Barbara Wang,Computer Vision,2020-05-27,2022-12-02,f6fcc5161a61a7b36eff86ef6be31a01c2a7eeea4b2087365ada0755aa41e1cf,0.9674623291773194,2044,0.9288281007063909,0.9180711603925966,0.8508178406674887,1,2,5.846283376854758,0
Harvard University,Fatima Patel,Agile Methodology,2022-10-09,2025-10-18,93b82e506ed58f1623637e9c0238febfd2c9884d106704591e143a45882875f8,0.8643130842465112,1179,0.7114064389461277,1.0,0.604715159166403,1,6,52.0281662814597,0
Microsoft,Richard Kim,Robotics Engineering,2021-02-10,2024-01-24,92229e1e20671e53c868e88c6a93aaec431644365ec3b6ed0c602bcb5b8fc39f,0.8858899598232429,1785,0.9175409140574332,0.9209602370571665,0.861059102033888,1,10,145.21771802700866,0
ETH Zurich,Patricia Chen,Network Engineering,2022-06-16,2025-06-12,f89049fb836fb1bab20139f6cf879e2dd4786e2bbe701f0634c6d6556b5d1fbe,0.2911,1294,0.4,0.8596,0.113,0,0,103.9,1
Oracle,Christopher Mueller,Natural Language Processing,2023-04-08,2026-05-16,28a3dc9c40bbe2c2a29c9ca5cd2e862942a2a70cafd46c35977460b4ea91ef6e,0.9835971891797859,998,0.6209618208204893,0.9304046643663718,0.5753020884142026,1,6,129.65778464214426,0
Microsoft,Jennifer Ali,IoT Development,2025-05-27,2028-05-18,59bef5920db6463e794d2fd05562d4ee8efeb54b3e78db8173baca197278d32f,0.8110983057280823,218,0.8621269609244661,0.9396902984770598,0.965246297834917,1,5,3.2870167795180376,0
Coursera,Elizabeth Martinez,Network Engineering,2021-10-31,2026-09-11,c4253266084eaccaaf4b29a845c8863166d269bd16170f67476eecd4205c69e4,0.9630058306733285,1522,0.9018008071383001,0.8937463184995109,0.9421358324212393,1,4,39.416352636748414,0
FakeUniversity123,Christopher Wang,Network Engineering,2022-10-03,2025-11-04,b85bad2a20bccd94,0.0984,1185,0.3507,0.7106,0.1706,0,1,14.41,1
University of Toronto,Richard Chen,Machine Learning Fundamentals,2023-09-18,2027-05-13,1043e9311554dbd581d1c6f25201608416ee99e89e472f2ed4812f43d89472ef,0.7856629609379804,835,0.7231153968205414,0.8906240877640793,0.9460885115028926,1,8,43.5355231550811,0
IBM,Yuki Smith,Natural Language Processing,2025-12-15,2029-05-04,5e367758f39c14f84887c7528136dcb5e5312c15b9f5f216a12d48004e450d27,0.6942748772421089,16,0.9691797837627864,0.9065431679333972,0.705304920260202,1,7,13.168173919863708,0
Salesforce,Robert Kim,Full Stack Development,2021-04-09,2025-05-29,0227cbe0b91c3ace57338016861eac2196c4dbc775d355a47b5ff6c735f250a3,0.5560602217975661,1727,0.8179863417748919,0.8300404616852678,0.9391940759284175,1,3,8.607071322279335,0
Cambridge University,Joseph Mueller,UI/UX Design,2025-12-25,2029-03-08,d5addf970732d98556019dfa761cc209b56722ebc4fd2c540e99fdf3e73616e2,0.8454271691886523,6,0.6766059556620607,0.9165129412936903,0.9299609884227332,1,6,24.9800278649629,0
Coursera,Christopher Brown,IoT Development,2023-05-19,2027-07-25,836c8177fb7f2e966c6d368d093df739bc716577231ec19b5db6f2e892dcc4cb,0.8949199419973811,957,0.6767605737541057,0.9707418320166635,0.8622827280943071,1,6,51.81528584830628,0
University of Toronto,David Rossi,Business Analytics,2022-10-17,2025-09-11,dac0310e3c79d33935002f1ffd46c9a0e402385d7fc347c8786b3a4512b7391d,0.88600161534002,1171,0.9085857193123954,0.8233135476503667,0.7786003465137338,1,7,30.887464961428087,0
Oracle,Karen Thompson,Data Engineering,2021-02-12,2024-05-19,ebd69f4b88092449db48144099f24fa806721bdd710b4b6944019dd48db91c90,0.8249545239775353,1783,0.7795630198959062,0.8878423001399445,0.9754218108965835,1,7,85.21592336101419,0
Cisco,Jennifer Jackson,Project Management Professional,2025-08-08,2028-03-14,804ec4ddc6e180c7bf4c30d5bddfc4ca1711090708a56f41d28436e6b3924344,0.8902775762286641,145,0.9097062730669652,0.9882179546296163,0.8297910678998006,1,6,9.361830158394051,0
Stanford University,Arun Taylor,Natural Language Processing,2022-06-15,2025-06-12,a248f2f60e9dd714b3527d53c36a2c7c3248a110f0dc141e13ed08618f7a58a5,0.7868888997639115,1295,0.8855873434936337,0.9547665844863511,0.8243329981832592,1,5,33.20671566887096,0
Google,Sophie Garcia,Software Testing,2021-06-18,2024-02-18,279dbfa835c21923ce348a61ed9f177dea55c4a167c83a73d1dca582e70a9193,0.7521790838501794,1657,0.9689230440251225,0.9703373989870876,0.8345176008241484,1,7,9.2935739057777,0
Cambridge University,Linda Ali,Full Stack Development,2023-02-18,2025-10-20,95929ff6d799d6372fb6828d05795d8aa97bed358f76cfd1a639982f4d411602,0.8179150198259244,1047,0.8186077688426222,0.9856274597170114,0.7000516858279057,1,5,32.578204757511905,0
Johns Hopkins University,Sophie Martin,Business Analytics,2023-01-30,2027-04-30,9415a81c1d97b37166c6443935169df3e82cbc99178e92cc6b8326b3062c80c3,0.8817386283890777,1066,0.7250889369389601,0.8551967648408096,0.8950291260837409,1,10,11.056978239268334,0
PMI,Linda Thomas,Digital Marketing,2024-08-16,2026-11-19,59aadce8b44daeff687c12de89be8febaa8d312955698ae997cfd3d92b9567b5,0.7096397879794482,502,0.7686141805200645,0.871357439354047,0.8165148642694304,1,4,1.8116101508021107,0
Yale University,Arun Brown,Cloud Architecture,2022-05-29,2024-12-27,a31defc556f1528dfc454d2abb1b0042af399dcbbd281da39a83f91dbcd1efca,0.6133083352032781,1312,0.8996063928585724,0.8679457059030923,0.977890164043717,1,3,20.47365385839792,0
Oracle,William Santos,Computer Vision,2025-02-02,2028-07-18,d28b6e046018482196b45c24fe43a623be6e40ff49236d4bb514bdbf2fc840f7,0.8266258770162542,332,0.5861453301871742,0.9637765067002529,0.9932930026221539,1,8,8.248451715339185,0
Columbia University,Christopher Kim,Computer Vision,2024-07-03,2027-12-15,e8997f1c978f2bf8d3f4fe0e6bb509208fa05db0820fe1eef90062a9ac3223cb,0.9882625600639049,546,0.580067715995112,0.9640947637389989,0.925225861716414,1,7,18.945434579731504,0
Salesforce,Karen Tanaka,Digital Marketing,2020-08-17,2021-12-10,ba42ecf44a11640c8ca0ce336bc33918fc1ed0c5b0ac40b8f8793f418d753705,0.8228013048219613,1962,0.7179048186339217,0.8837860072044071,0.891770015496671,1,5,167.5697261795299,0
PMI,Mohammed Martinez,Computer Vision,2025-05-31,2029-10-11,84eaf88ef12e63d396c84d0d8d8238bc38b48c5c9f186c89a0bf1ebe94375567,0.8277193837733099,214,0.8911632896391712,0.8587272726390545,0.912947167511853,1,4,12.342362291930394,0
IIT Delhi,Sophie Jackson,Data Science Professional,2023-08-05,2026-11-22,48c2f6886233ce2208831a0a397c159bfd1fd822b0605f55b8630b7eaa50d402,0.6988580751842526,879,0.925479408332242,0.8939753582514962,0.9295463748234555,1,8,31.966983021494034,0
CompTIA,Yuki Garcia,Robotics Engineering,2022-03-18,2026-02-25,c03747281d2815a0901b90ad9bedf856e77f079c8ebe1feaf4d424760a2ba192,0.47815739212912145,1384,0.8736018055636312,0.9456116826215731,0.8708884212832163,1,6,33.53267935439508,0
Oracle,Wei Dubois,Project Management Professional,2021-01-28,2024-03-22,03803102db4b9526473da6cf08e259322f5236ea6c339913764b553028603a94,0.9329987361939795,1798,0.6573160341860921,,0.8419178696784816,1,4,0.14570559585162698,0
NUS Singapore,Jennifer Rossi,DevOps Engineering,2025-08-14,2028-05-06,4d482460680748e26701c77c369f540c9dec90f7b9c2a079d52e55c224ff070d,0.7193527320847274,139,0.87042167673204,0.9687667867444381,0.8230076860757786,1,6,14.83445804499431,0
Harvard University,John Patel,AI & Deep Learning,2021-03-25,2023-05-01,2ecbc97c24d02e2c83e7c26201be3369520ff681cb77a8fc620b09dbf249d536,0.5692401670614327,1742,0.9493893129402539,0.9192311703374625,0.8603041034597538,1,7,3.6251335654750507,0
IBM,Susan Williams,Robotics Engineering,2025-03-13,2027-08-10,cc033f480255ebe07efa308a7903b416b6f452c50f0330e1b605aa6f31912839,0.6679967962206353,293,0.8958926007135857,0.9334718795967427,0.9191643343716986,1,6,3.8920390637441464,0
Udemy,Fatima Hassan,Blockchain Development,2024-02-14,2026-02-26,571810b72121a44712ff123d551246d63c50e2d9d6b74be3a1abcb17f8075ec8,0.8885381105875338,686,0.8909198918739092,0.9189496319936682,0.9902135433635834,1,4,38.314635769420995,0
IIT Delhi,Mohammed Rossi,Full Stack Development,2020-12-29,2023-05-22,f17cb5f6c3a043bc024ff4111b113023585744265b67816545a2eb7631ac2a2b,0.7354745329394973,1828,0.9545573120295509,0.965377295773,0.866404258955137,1,4,45.24424674800403,0
edX,Jessica Martinez,Computer Vision,2021-05-04,2025-08-01,13e43dda055c5a5b92bc49675d22a4fc77dc66fcccc6bdd5b0609d2fe6e217c0,0.9475035483475673,1702,0.6325782654684504,0.8591328888694088,0.8113711500009874,0,7,62.6151085833103,0
Cambridge University,David Williams,Natural Language Processing,2025-10-09,2029-09-15,00938cb7db7f0e268092200d8bac19ca6453884ada6807af1354598bfbb6ebfa,0.9591816175465169,83,0.9305147263573912,0.8591267231287467,0.8094462657225744,1,4,67.29961638914692,0
Cisco,Richard Garcia,Data Engineering,2022-04-29,2024-10-13,04dad870b6636508e5844c00a8693f3bf50506d3021ec4d4d51ae323ffcf4ee9,0.9756940186118503,1342,0.7560902143262818,0.8459467536236777,0.7673142391417199,1,12,28.15631377766853,0
TU Munich,Elizabeth Mueller,Agile Methodology,2023-09-24,2024-10-12,21123263c4e9e6190dc6a5c8e3029f82fa003aa9a18e3687bee0d57cc116cdbf,0.9157867477010038,829,0.7622076101596047,0.9169729428892691,0.6494978247347838,1,5,28.905621807401207,0
Johns Hopkins University,James Anderson,Business Analytics,2022-07-10,2024-06-19,2d6fe4fbae19b606be5aad8988ff55f1344b2a038e260fd6b75e6b73a59c0449,0.5827139230521658,1270,0.9558264723154155,0.9045673171638442,0.9025928035343965,1,5,84.56467460945306,0
Salesforce,Jessica Ali,Business Analytics,2022-01-09,2023-10-01,71911e970a87693f384476100f780dc3fa55f6d6db71e6d0b2959db43ad77b60,0.5331790748028113,1452,0.6959372928353,0.9500528900339368,0.8245960236624306,1,7,40.76094732256679,0
Columbia University,Richard Mueller,Blockchain Development,2025-06-05,2027-01-06,8e8b90bcbe90f835700541d66a9a62e641445c34bd85be98e15317974cbf5400,0.9747749849859123,209,0.8580415323884343,0.929189975421305,0.9007455782999789,1,8,45.10904534204508,0
Coursera,Mohammed Dubois,Big Data Analytics,2023-11-08,2028-03-07,6c6fb4b854eaec455cb401b1016a2165baa8d2d3748d586c990e582a4c375f22,0.8443475001123191,784,0.5917585972175706,1.0,0.9413075725667677,1,7,22.916084007415883,0
AWS,Jennifer Thomas,Business Analytics,2021-02-03,2025-05-16,5192e439148f84af9102818117dd1f8254b12269d2d878678aea9ea73d1874ce,0.6537832324136515,1792,0.7964875875064907,0.9659052080613927,0.844225595329243,0,2,10.017666046699446,0
Harvard University,James Patel,Machine Learning Fundamentals,2020-02-03,2021-02-20,1f98207ade7d9e3043e0bfc06ebcc5435145009e1a36cec7afdf5daceaa0b2ab,0.8460716309983759,2158,0.8639764623504234,0.8558073056570681,0.7770063088333763,1,9,1.2252736149803,0
IBM,Michael Jackson,Quantum Computing Basics,2024-02-28,2028-10-13,a490543fffc6237ac37179eff81e327e4d5d873e98a861d6d7325671d734a3e4,0.6846931392159814,672,0.5294648027485112,0.9416685482888526,0.9037458025462655,1,6,26.463286292138317,0
Coursera,Elizabeth Rossi,Database Administration,2025-04-11,2029-04-08,6b443cf9e129121b61b7635b70977343fedb555c68d3960e9af66563771175d9,0.8935690559475216,264,0.9246114050680662,0.9088721101794179,0.96532229873148,1,8,70.709432046318,0
Oracle,Mohammed Rossi,Computer Vision,2024-04-13,2026-10-26,a0609d239d431b9549a19c6060b42e3a51f6ee1b00943461aa9e0f96d85f275e,0.8456071253120779,627,0.8718943590518481,0.8129117744344342,0.9235540656810481,1,6,4.8062239835310345,0
edX,Patricia Dubois,Natural Language Processing,2023-02-17,2024-12-13,3da56789cf045cbaf812c0c6a48970fdbece8e6a58bc1ebafda95742d23d6fa5,0.6485223665850163,1048,0.48720913960939866,0.9286549478475383,0.8758577192778746,1,6,22.90691202616558,0
Yale University,Barbara Dubois,Full Stack Development,2024-02-15,2026-08-11,8c0d6b9cf42a5f10f5bc3cefb445f7915af7e5154ac380df1efb95eb0581233d,0.29415026348129675,685,0.9765630437815578,0.8576354806753416,0.7683641260827849,1,6,10.603429985359524,0
Google,Wei Miller,Data Science Professional,2023-07-09,2027-01-05,f8dc60b1ca1c64911dadefe5f06d0ef90d7f6db9a671a50c9e67232b7eb4433e,0.8158835690242823,906,0.7766154791586464,0.9050126827631805,0.9637101788007483,1,4,9.385331301786177,0
Johns Hopkins University,Pierre White,IoT Development,2022-05-21,2023-07-03,5d8bbe93098a1970e4b0f39f40de904668d998e12e7d0ec9085fd8355c98d62c,0.7017638276640416,1320,0.7084157240976312,0.897139972491615,0.9553168742206074,1,5,43.073994244681806,0
Adobe,Barbara Tanaka,Business Analytics,2022-03-18,2026-12-30,4e3ef92b2ae5261766d78033128720b22c7d4ff0bc657d41198b125928737156,0.963102675638716,1384,0.9108971164152587,0.9889689878534701,0.6946350570398773,1,6,87.2050801423652,0
CompTIA,John Miller,Big Data Analytics,2022-09-23,2024-06-19,eed62424c85ab520c6effabe88a6e3cfcc9b50c4e114acc95db81e3bb405dcc8,0.9849851762013047,1195,0.947655388154303,0.978320171926007,0.7696921411097394,1,2,40.392338741849365,0
CompTIA,Yuki Wang,Quantum Computing Basics,2025-08-22,2029-12-27,d5c3f024a95198517154953cc22678d1aec13038a7098285caaa4e62be8dac5c,0.8351342429972854,131,0.9024219522698816,0.9157431037540903,0.7401236265517188,1,3,85.02480325028168,0
Google,William Williams,Quantum Computing Basics,2023-03-04,2028-01-17,158f8096f1108f3512b58677f3d58ba0c08054182524e56202c841461e8c0198,0.9032115975328591,1033,0.854464862906812,1.0,0.8695149017002676,1,9,27.518483692268283,0
AWS,Wei Thomas,Data Engineering,2025-12-25,2030-11-08,553ea25a5ef522c1f39246d2bd8723ba4eb65b3aac625800064d5c75847edd96,0.9477188848484562,6,0.989074347416337,0.8923351194266473,0.7553225027959859,1,8,10.140754955594925,0
Yale University,Patricia Johnson,Full Stack Development,2025-03-28,2026-07-16,8ccb8231122e8d919b86f66ae5f43dda9cd0c95ed8a95b2f0cd83707bd8e4222,0.7391584615369047,278,0.5932237695523762,0.9473464745938891,0.6619140506824619,1,10,12.61765459005359,0
Udemy,Joseph White,DevOps Engineering,2025-03-17,2028-05-17,4392101d69971eb308c06273d0717f59e7d0c1133ce6c035383fba9f77ffcff9,0.6953994922993965,289,0.8986834819186388,0.8615330786346013,0.7413470719635149,1,2,36.32315520610735,0
University of Oxford,Arun Tanaka,Business Analytics,2020-12-23,2023-10-24,5c7b379e7271c0c2a575516ee3fc10fb6e9edeaaa61a56e79bad3b094217740a,0.8854927977118859,1834,0.6901395013754464,0.8786914555603929,0.8727223474230327,1,8,29.072886346370808,0
ETH Zurich,Susan Tanaka,IoT Development,2021-12-02,2023-11-17,6f421ddc73b33ab83107f96c7a6c19004d5963c1b54be73c7c0ff31aefc1314c,0.7957281375307007,1490,0.45290490219946405,0.8976721750741373,0.8740461324329466,1,5,2.5932857871340778,0
ETH Zurich,Priya Dubois,Cloud Architecture,2023-07-07,2027-10-21,4a745100273d324ae8b752589381894437c11e7349c3ffbee2e95ce6941bb8cf,0.8703673403724282,908,0.5569260257751991,0.9733699423962159,0.9696382712710035,1,6,35.19632383155366,0
Adobe,James Garcia,UI/UX Design,2020-09-13,2025-03-27,446422fc65d6477726744b22f3ff8c3765216094d30d23b24403143f2355ca53,0.8067713206147985,1935,0.7250756777638376,1.0,0.9971032888730545,1,7,2.9655200494741307,0
Oracle,Robert Mueller,Mobile App Development,2020-10-18,2022-11-24,ff0cd3dd39a5e0b2ca493f07af25815f881e6d368c9cb9844e99f195bded0335,0.6553530652678766,1900,0.7785994036666052,0.9040060427076384,0.9469701657002227,1,7,15.852430223416228,0
PMI,Patricia Tanaka,Machine Learning Fundamentals,2020-03-23,2024-03-23,03369c1b8652835c9638a05023e2c992b0974d1b8cdb80e89225878f19d39291,0.8710493538217277,2109,0.8234178878445212,0.9318225018913369,0.9798767413775832,1,5,170.3656085977287,0
Stanford University,Joseph Chen,Quantum Computing Basics,2022-03-28,2025-10-30,d8acd0998e441cdbd65d420824775a03c9dfe964a422427fd72baf13a1d4e7f1,0.902245905534632,1374,0.8853868935604702,0.8925641829325867,0.7146981788484345,0,12,10.84970705698456,0
Adobe,Sophie Johnson,Big Data Analytics,2025-12-24,2027-04-02,c8178c8fa10e0e4e1f75c5b75d3c1957ccd97b432303d5e3a40fe3c6fd13a3c3,0.8079625802091757,7,0.8202833444037254,1.0,0.8899581580982343,1,6,67.22897541407974,0
Oracle,Linda Thomas,Project Management Professional,2022-10-09,2025-01-05,70ed6bc1f2caade5d90e88f303d10f0be55c396d61e40249806fd8860be0d725,0.055,1179,0.1983,0.6752,0.1437,0,0,49.71,1
Harvard University,Sarah Garcia,Business Analytics,2024-03-19,2027-10-12,057051ba700937dd38e0b6ff6207ada2d1b2cb388f2288bfc5b4f2271a7e9ace,0.5406322150150502,652,0.9267745860059772,0.9145741189350931,0.8521975110758342,1,7,8.409437274054369,0
edX,Wei Wang,Cybersecurity Analyst,2020-06-06,2022-08-21,10ca05997afaf8189ef5c17865944270d37e0ae651e4cfb1fdfc45f570cde843,0.8351958772692939,2034,0.9076615135747921,0.9033320187582945,0.803899450886008,1,7,29.01058000830632,0
NUS Singapore,Patricia Santos,Data Engineering,2024-11-24,2028-03-15,8ba303ceb0cb42,0.1238,402,0.6304,0.5473,0.1381,0,1,17.69,1
Yale University,Elizabeth Anderson,Natural Language Processing,2021-10-23,2024-01-17,b68236d181baf3e175671c54afbe8327fde0296748bd703de3ce6b9437feedc8,0.8393273198406559,1530,0.9365293757331183,0.9843705373852982,0.8281186357762526,0,7,21.055641201912714,0
IBM,Robert Williams,DevOps Engineering,2022-10-08,2025-10-02,72e7c96a3d82e8551ded52d8526da3cc09bfdc71d885caebbd54535ce2e32133,0.47343250067368303,1180,0.8564738749750604,0.8819073227994788,0.690945037117447,1,9,73.09258250684823,0
Salesforce,William Kumar,UI/UX Design,2021-12-18,2023-12-04,21adf0256e4d260532b90a0e82e5c56036946c2e261c3d78f0a60edefb9f0c2c,0.846704426410893,1474,0.9427664013155038,0.9483550182740949,0.8624428111747007,1,16,7.559683668695944,0
Columbia University,Priya Mueller,DevOps Engineering,2025-01-21,2029-02-10,6612123ddf51f7f47ca788a402359f6a33243c2a6f404cc6a1b93a8373e9eaa2,0.8025919245499402,344,0.6346527052823511,0.9154937629504495,0.7963949868384106,1,6,31.350838259542492,0
IIT Delhi,Yuki Martin,Machine Learning Fundamentals,2025-01-24,2026-09-14,49e139838daf6542d9a45fd9017a462e5cd5632d3f4823d1e57afbb5791801cf,0.8620648440291979,341,0.888863874413949,0.9747489550391054,0.6823696442749281,1,7,34.677852598679976,0
Google,Thomas Smith,Blockchain Development,2020-06-09,2024-08-29,739ddb1e27db7006f90c369c6e0b6ddaacfae28e28f8770db6f23d95e510fc0b,0.7601974896080089,2031,0.8783590153308595,0.9010360211099423,0.9709379646596754,1,4,54.156707004519646,0
Yale University,Mohammed Patel,Full Stack Development,2022-10-28,2024-01-21,50483169648c73526cf9f1798bf282a629850a329b6463789a71e426c9a358f9,0.7072051937418863,1160,0.6724062051353272,0.9179187089628978,0.7749713468924893,1,6,1.0256162659963626,0
Johns Hopkins University,James Martinez,Full Stack Development,2025-02-28,2029-09-10,f785650ee5fde78a5d6d1626b0bff8c8f58aefcb9ec4b194b2c993056d5d99c4,0.9613167111559313,306,0.975789399884642,1.0,0.8861780757326344,1,7,32.821882817901574,0
Udemy,James Santos,Cloud Architecture,2025-11-10,2028-12-17,5bfca01292cd08f44b4642e7d686699fbdfd04be4a646cc7c70193db3b62501b,0.8815426996033665,51,0.7706380201499912,0.8799777626542671,0.9387740207801271,1,9,18.364418115749068,0
Salesforce,Ana White,Digital Marketing,2022-06-25,2024-03-02,e83828ae93053a04d93719ca82ed599c311e999dfbb334b585d635d8c2c7feab,0.4334469584801738,1285,0.9650785355917877,0.9867182336075916,0.9593810894820298,1,7,12.41391855040523,0
Microsoft,Carlos Thomas,Agile Methodology,2021-12-03,2026-06-18,4b9a993f5619724eb596063a05eb78085c58bd2bddfecc78cfdbd427abfbc0de,0.988411570933885,1489,0.7690302890810419,0.8999865715832106,0.8433233407692896,1,5,16.385368282035785,0
Google,Mary Santos,Agile Methodology,2022-10-05,2025-01-10,c531a59e2fbd6cefe35e079962dc09c3dc386fe4c13105e4170ab3a60ce80628,0.8696628086932979,1183,0.8617942850293502,0.8990281301982146,0.705811389275024,1,8,77.86593745872862,0
Harvard University,Patricia Anderson,Natural Language Processing,2020-04-21,2024-01-27,aaae6eced15d0b2cb85294bfaf2c9861d8f645f2de36144518efd186d1a08285,0.8213539614110354,2080,0.9373565201278697,0.9025235503198705,0.8955908055388181,0,5,14.762143684536893,0
edX,Pierre Brown,Blockchain Development,2025-04-23,2029-03-04,f6856e626b3f04d97ce4ba522cb047bdd05f794ca82c2a3cd723b94a2814b43d,0.8472173158967096,252,0.9471280452691435,0.8750061581852624,0.8736776767578148,1,8,30.82669699947925,0
NUS Singapore,Sarah Thompson,Database Administration,2022-09-07,2023-11-17,4f904a8ec9e1cc01c8c10ce3878e93d33c3919c6e00ad2ac773094f7f6b8db8a,0.8060611203661033,1211,0.852549736229042,0.9033710446557205,0.8123906929938259,1,9,78.24073646365267,0
Columbia University,Sarah Jackson,Agile Methodology,2023-08-25,2027-03-05,d06158d86d6ce61d183c7bd3268d9b346d396f86b362b8b4d9aaf750f32da3d0,0.8287791324602375,859,0.9623031258076841,0.9393797122296851,0.5319190001222478,1,4,16.25805686774325,0
IBM,Pierre Martinez,Network Engineering,2020-01-06,2021-08-08,ed75d23cac92d1c32ce04cde2e9aee239799ee698092750cd229c2cde4646cc3,0.8160546983223081,2186,0.8851154342495788,0.9183964630409723,0.8845150765086857,1,9,0.9819443575121809,0
Adobe,Sophie Jones,Project Management Professional,2020-03-04,2022-10-02,bf59a54581c41ba1a38eb6dec3788152e65e49570ca7ca50d0f8e87365d17ced,0.9525316069336481,2128,0.7764458272989645,1.0,0.7035616569130101,1,5,28.739669482667637,0
NUS Singapore,Pierre Ali,Blockchain Development,2020-09-25,2021-12-26,625e453481b4323b8bcb0f77f96011c1f167a86306c5701a79a82cee339f69e6,0.8357567145946562,1923,0.6924458430090507,0.975807507034578,0.9011343881835658,0,7,18.070360319936317,0
University of Oxford,Priya Jones,Data Science Professional,2020-06-28,2022-08-08,0131b1ad466ea63b1b8a7044cce796655003f504fa763d932234c5b66407ef11,0.8817796369244545,2012,0.9028670980192631,0.9021556739437524,0.8382726465732695,1,4,38.10337134740823,0
University of Toronto,Mary Smith,Robotics Engineering,2025-10-25,2029-06-13,f38379ec14a54bbd7516f95c1bf9b64e118b6e4da75c12a4d6528007d4d8267b,0.82980627445052,67,0.9285028842744004,0.9108882811822994,0.8603561721916012,1,6,36.66831262583557,0
Cambridge University,Christopher Harris,Mobile App Development,2022-12-16,2027-09-16,7828855d6f061de59db6d1b04efabbb848944c14beab715ec5a039e2836b8a22,0.8869261897651023,1111,0.8209652916450426,0.9283439405564581,0.951074360132034,1,10,28.475735142496784,0
Harvard University,Pierre Martinez,Quantum Computing Basics,2025-09-28,2028-12-21,f93981675cd563c329631212302598f70435250052ce56babd957090a90deae6,0.9686681286966846,94,0.9341015277335181,0.9474041266120394,0.9023351043088486,0,3,28.74707573694582,0
Coursera,Sophie Davis,Quantum Computing Basics,2023-09-19,2025-02-07,0b4d9a2a697a7a833ee36aa3e3d3e020304e066576c13bb1be80b3870a8f49b8,0.7325391856754032,834,0.8561417910191952,0.8590590833391173,0.9594575759466716,1,6,12.186854877887843,0
Stanford University,Robert Johnson,Software Testing,2021-04-10,2025-07-21,58df25b4a5717f9c0edc1d27b7255d8631d1b341d0cf212d916a7439d994c31f,0.609332590980659,1726,0.5144431438012685,0.8927398907852914,0.8647291458593824,1,9,78.32781898772886,0
IBM,Arun Chen,Blockchain Development,2023-09-20,2025-06-22,f32a8588fc178f7c2b2874e696987bf16f45a67522dcbcb0e3617effe3f2b6ae,0.801870031653821,833,0.8246734297286091,0.9910120607367982,0.8980580527749308,0,3,23.946671228556752,0
Oracle,James Smith,AI & Deep Learning,2024-04-23,2025-08-12,f668276e22e73aa910ef36f41663c26bbe471629505d7adc6e3a70f6300be4aa,0.807564195316431,617,0.9048666101243646,0.9000137762077446,0.7463891921115419,1,5,22.302125049996356,0
Cisco,Robert Smith,Full Stack Development,2024-11-09,2029-10-31,0cbff53422db4a89ab452ebc89bac717e93c13f1b1967b7a9fc71f6237111836,0.48041563425697087,417,0.8901340672147674,0.9841798251201472,0.8949487103017716,1,3,31.623708396677884,0
ETH Zurich,Ana Williams,Business Analytics,2025-06-05,2027-08-11,1040c0089d482cb301ec1aba63d5e207a3c4fcecba3ea5b63087d38185675b41,0.6382731726019558,209,0.9600468577165757,0.910075777074247,0.6829563749555887,1,5,20.046309617206752,0
University of Toronto,James Patel,UI/UX Design,2020-03-31,2022-01-19,3e35151611d7c3df8504922347631a559e295d5f541fb4c7d760cd4d08d4c266,0.7555026365861067,2101,0.9745538260336144,0.864209242091492,0.967011511723302,1,6,42.21877968038255,0
Harvard University,Elizabeth Anderson,Digital Marketing,2025-03-23,2028-10-27,88218f0f826f4701191047f39c8a409a8a92ab601c11bddd6093589d9f09f566,0.8272196290789918,283,0.7784537414811037,,0.95877366010315,1,4,83.85855689837672,0
Microsoft,David Wang,Database Administration,2023-10-15,2025-12-07,86e7bdae2b9123cb5f7c50d23fdc779e6df3bbb87b034a8b5fc8679f99e3c52c,0.9545557270184197,808,0.8207711516871274,0.8583882691602546,0.9880280683257365,1,6,11.0920291951408,0
Google,Wei Ali,Digital Marketing,2021-10-26,2024-09-20,5837c523d425b6b216acc8c703ac7938143f67219e9dfa816bfc9dc0b8a7f1d2,0.8336841701236997,1527,0.948098861907968,0.961990998111981,0.9128103140317138,1,3,40.79680615272031,0
CompTIA,Michael Kim,Digital Marketing,2025-10-11,2027-11-25,77f7721c78d07532dcc65c31e80ca0728dc2139453d3757d3356c71700c09993,0.7399163279988169,81,0.8545788233989884,0.8452797673836622,0.8270097183681869,1,7,4.2067860137001505,0
Oracle,Priya Hassan,AI & Deep Learning,2025-03-24,2027-12-14,368931609c92e5988fd99011ba72a7c0f3b592dc2997d3023f50bef9da9b244c,0.7786900266509963,282,0.9090140192538434,0.8798595843508664,0.8948482238253515,1,2,107.12572863777586,0
PMI,John Jackson,Project Management Professional,2022-06-01,2025-12-22,ca64622ee6baabd30458e44f88487d93ad34b60e74a6fb311073ffec73ec3365,0.8855517628834724,1309,0.7863473271932094,0.921787408241961,0.9083588528410923,1,3,11.365868894568605,0
Columbia University,Susan Dubois,AI & Deep Learning,2020-02-20,2023-03-13,8abb3ad27a976ec1e86de6e974d1040a4224d6381baacc40505d484ed20119ef,0.6364686779179953,2141,0.9040407860196604,0.969005470282986,0.8857072153374514,1,7,112.45068892885033,0
Harvard University,Robert Thomas,DevOps Engineering,2021-07-25,2023-10-11,e33dcc99f2d73ff872b0bffbb032a5f9acd2118a734b2819dba7affea8875efb,0.8408102073759857,1620,0.676520591594609,0.8715474504130623,0.8904365796724732,1,9,7.802729935885622,0
Microsoft,Joseph Martinez,Business Analytics,2021-03-01,2026-01-18,d25895d10ab0c4e02c8e679c9563a5066b9f48f521de8ad24be658978b58f294,0.7864618435764124,1766,0.9107227754931645,1.0,0.8083416933781246,1,5,2.3277557087892133,0
MIT,James Wang,Agile Methodology,2023-05-27,2025-12-08,b3182cabdbe800d9dc77db9dbcf0731725c7e5773b65e4b8cb8fff60b8893f4a,0.6599250163532949,949,0.8304686743373795,1.0,0.8282732552944881,1,5,8.895308209970883,0
DiplomaMill Online,Mary Smith,UI/UX Design,2024-02-20,2027-06-25,94e6e733f7cfb4cafa0f83af6ee12c17d8de79b8116199e83c15064ddd97693b,0.0444,680,0.165,0.5985,0.1234,0,0,13.35,1
Udemy,Pierre Garcia,Natural Language Processing,2023-08-23,2028-05-25,6529c98ca73ebaba1e5b8803d4be15ae7baff7d8655bcfd62094374c4d0c0957,0.8631751211659572,861,0.9344569086832673,0.932515806259997,0.8952637019215752,1,5,5.751664218047783,0
edX,Mohammed Dubois,Full Stack Development,2023-07-03,2026-04-28,f30840383546f671402bdadf784578594ab93b1d3b6a705836c64b02cb4d9922,0.8315266140967043,912,0.8967343735204061,0.8815484007395546,0.8371711399588403,1,7,4.223667950662621,0
Stanford University,Pierre Smith,Software Testing,2024-07-01,2026-04-29,eda7ef1e5389c96de1d6d93fa0a73a6168c8968fd599bd829cf611443e3a0b32,0.7187573789922452,548,0.8100112020327045,0.8889146118278589,0.8394176172358014,1,2,6.484875017304028,0
AWS,Joseph Harris,Full Stack Development,2023-08-28,2024-10-17,b0a0e6863d9c60a81e7de14aad95ce43753894480fe27bf65100d733e1a18662,0.679872386984231,856,0.8280767353582357,0.89041281128553,0.9811182210763144,1,5,74.54722959574359,0
AWS,Linda Kumar,Computer Vision,2021-07-29,2025-05-10,31bb08b21239cde4df7ee5cfb08fd40cce0cd63826080053caec10d9581148d3,0.4790267657943753,1616,0.9340679990378653,0.9300843464231852,0.8867538892036864,1,6,38.573069094368584,0
CompTIA,Karen Garcia,Agile Methodology,2025-08-28,2030-04-20,15e2e262c1040af76e34aba58713f9b18f1cbab1989467819dd9ff7dcffdb3a9,0.9195820226911494,125,0.8595039127045729,1.0,0.869680703057902,1,3,65.88073956694454,0
CompTIA,Thomas Santos,Data Engineering,2022-10-25,2026-08-19,8f060872990d4ded9f865ad65b76282afd381e244f16fd48394016715601d31e,0.5706662664567099,1163,0.7930477681157663,0.9564951251439753,0.7195175823026341,1,4,49.75660524290263,0
QuickCert Ltd,Christopher Thomas,Agile Methodology,2021-11-11,2026-05-23,e9c000ab84250217cde28f91f93e1d17f56df3e6850e6696e5bed869b2889c42,0.4185,1511,0.3934,0.6921,0.1362,0,0,375.06,1
University of Oxford,Barbara Miller,Blockchain Development,2021-04-25,2022-10-09,84e8d6fc6d037f863fd7277d53bdf39a7eb0c909eaf7e422e6b5c350545717e5,0.675916156026177,1711,0.7049123115130467,0.8793386679533368,0.9562115757905647,1,5,29.463623958240618,0
edX,Richard White,Big Data Analytics,2024-12-20,2028-05-17,38fe5ea8d089326dbc01e7da8589e5ba6dc79271967e6351f76b873e586284ab,0.5871626628225367,376,0.8224230287652814,0.9103276516803331,0.7143849815761686,1,6,7.843114335670415,0
AWS,Christopher Harris,Business Analytics,2025-04-18,2026-06-10,46f038520061c1e6f74cbc5bdc3a1d7a24234b0cb64f50e719e3c820bcc418cf,0.9384431121496634,257,0.7328891238376963,0.944330393017256,0.8799006986136233,1,6,28.12597073346143,0
Google,Michael Dubois,Cybersecurity Analyst,2022-12-18,2024-06-17,1a2069c1b69a39144857b4ddb4fff2dcbf246c7c5b25ce6944dc48c6c242df24,0.9171932835095264,1109,0.6033441894148661,0.917457922329217,0.578190249192382,1,6,15.197633875140028,0
Harvard University,Elizabeth Jones,Project Management Professional,2020-06-22,2022-09-07,6197596da6691152651db8250d68f2489ee608c5b2268de8b863b5015e0ea524,0.781005187697259,2018,0.4706463396602212,0.913765032861131,0.9792407049339739,1,6,167.06871736020548,0
Coursera,Jennifer Miller,Digital Marketing,2021-08-04,2025-07-22,3973644cf015dd83dfbae4903f4f35bf6526e23eb4f0608a3b99755e2dcaedcf,0.8166867995507732,1610,0.7487599900327445,0.9502863145590368,0.6953196025604372,1,5,48.19718196502194,0
FakeUniversity123,Carlos Davis,Natural Language Processing,2021-09-09,2022-11-06,e49b706d256618ea9b5f9,0.0619,1574,0.3765,0.4434,0.3016,0,0,7.9,1
CompTIA,Karen Smith,Cloud Architecture,2022-12-04,2024-06-11,089a97b6362e5333c1cf978500f2590ab4a653ea26d144f15067640708bcac92,0.8100171549979386,1123,0.8607241988143154,0.8793635972659171,0.8115510938884136,1,4,45.420770713156756,0
Cisco,James Davis,Full Stack Development,2021-09-05,2024-06-23,4c3a8ab058c58d070059564ab91f9755e44f643bb1e44b8f51e2ec8669e9d0ef,0.927888065663579,1578,0.9473466975463326,0.8981792931376642,0.7221598044522297,1,6,39.917975452772474,0
ETH Zurich,Mohammed Harris,Software Testing,2022-02-13,2024-12-19,1f65198e42e7ce5d714e9d04fdacda5c48215ea8c3a8d8b1a95b453743d48c60,0.7986031363135238,1417,0.9630466378975856,0.9246347149656096,0.927010259735422,1,7,32.1196510967359,0
Oracle,William Ali,Data Science Professional,2022-12-07,2026-09-01,a88d0cc88e2195b04b37c237a648ca897e9f93253aa8dd322dff4f52019c7e7c,0.9820913091002947,1120,0.8703445275996109,0.9082956181859582,0.842555117863347,1,4,10.672004375368878,0
University of Toronto,Sophie Harris,Natural Language Processing,2024-09-22,2028-06-10,1b77790bdd926926ff4b91cc50ae9d8ab3547191571daacff8600122340d3dcb,0.7209542932023935,465,0.7397205951550754,0.9243653063448426,0.742071616263346,1,8,10.480314287805053,0
CompTIA,Wei Thompson,Natural Language Processing,2021-06-19,2025-07-18,b5aa9b34c1579cd9fa591d17eb72e1c59a73c25c56db171512fa4e4a11694797,0.788142035639068,1656,0.8613166931922501,0.8436012945659338,0.6694814140456609,1,1,58.607729159810106,0
TU Munich,Thomas Anderson,AI & Deep Learning,2023-10-13,2028-05-20,c688925c8473568590fd517dd739b33aeb1d3da4210012a7854ae8eaee377e22,0.9720001698381349,810,0.7888832536000285,0.835103645404079,0.9699585717299822,1,7,2.773336504071623,0
Stanford University,Wei Martin,Agile Methodology,2021-03-04,2025-07-13,c4955f68316e2a6fc60b02ae3b59c6f857fd5c4ba229e03c5b2440929497c01f,0.8331767143632443,1763,0.9430663120973783,0.9836159455641338,0.3610441624184741,1,8,24.333173186408725,0
PMI,Mary Miller,Software Testing,2021-04-30,2023-12-19,c677ecd4e6c88851a1f7102d06825e093f9bbf2146cc5e3160d7dc19e716202b,0.4331,1706,0.6588,0.5229,0.1879,0,0,65.84,1
ETH Zurich,Priya Kumar,Business Analytics,2023-05-25,2026-09-04,3a016229524c64f89b45e9a3e3306a3701168e04e164008716d63b6d897d5c23,0.9408946629305557,951,0.9496327299849081,0.9185193613547946,0.9477664836868044,1,7,78.97967353581268,0
Udemy,Fatima Ali,Network Engineering,2023-08-12,2026-10-08,8fd1b5f955e303f22da9eeff664b4b9f1b0e0a7263f182e896b94592962aa690,0.6919437360396468,872,0.8170053330277924,0.9212148770243611,0.8687737296332927,1,6,7.266354817523835,0
Harvard University,Yuki Taylor,Digital Marketing,2021-09-11,2024-10-31,4b9e29d50aadd437fbd31584ecf09175855263a398ebebc0e31d981382d01528,0.9021153340145772,1572,0.8895393494343895,,0.9571400489381433,1,20,5.28610657196029,0
ETH Zurich,Patricia Taylor,Robotics Engineering,2023-06-12,2028-05-18,392ac2d6558c45d8051d1bfe88923f5709df618261367b8ecbe5caea3d22e9e9,0.8618198245336758,933,0.8362546525111303,0.8981530771460716,0.9083803419229717,1,5,2.7380964445902567,0
Cisco,James Williams,Full Stack Development,2020-08-19,2024-04-06,5b4f4e7e73433a6ae745b253114deeaeec47bcf5ac0808c99686f598960d942f,0.8190229349507041,1960,0.953286160157534,0.8509982198794854,0.8123234749404418,1,2,142.55741843369768,0
Salesforce,Yuki Dubois,Blockchain Development,2021-09-27,2025-02-16,f72fad979527370ea4fcaf53c1c02c2882d604de0b14ced17593e8eb69e56efa,0.7523253924089174,1556,0.5907582197454624,0.9107261049098906,0.9795545616614765,1,4,21.40913430098291,0
IIT Delhi,Jessica Jackson,Quantum Computing Basics,2020-07-18,2025-02-05,49dacb8adbfd8b0015eb0f69bae14fae757610704635c7cec518a6a9282e482e,0.8740840951318726,1992,0.6670900639858136,0.904552065513862,0.9233879517464941,1,3,1.2690963590797175,0
Johns Hopkins University,David Ali,Mobile App Development,2024-06-29,2027-09-14,40bb26ce10e11ee0d047c712d28f9cfec3dd87342f550a0f969021acd843f339,0.9080212864187601,550,0.9020910664618771,0.9491710798448577,0.9253051420547869,1,3,7.683914792278673,0
Johns Hopkins University,Mohammed Chen,Project Management Professional,2024-06-07,2027-11-07,1f98f9ed380b0be9b33ae366a06fc7a3d659624f1ea8d41a940d8732eabfd9d9,0.6115054260386583,572,0.7874511611452646,0.7989900171599744,0.9632438104214364,1,4,5.145767880301724,0
TU Munich,Joseph Williams,Project Management Professional,2023-10-26,2025-07-21,8abf2373404017481b66cf9e55bd2f924ab9ff001d7a66d093203d7d71e38ca6,0.8345032589834587,797,0.7976103305644638,1.0,0.9292410734428957,1,10,28.06628915871585,0
University of Oxford,Barbara Williams,Quantum Computing Basics,2022-10-28,2024-06-11,bd75179c7d8a0432884ffc50b35ef30985afc0977a74aa53d178608d5567de95,0.8573121021078883,1160,0.7734396981541184,0.8225059378828717,0.9561910059784973,1,5,33.95870156104267,0
Adobe,Linda Patel,Cybersecurity Analyst,2021-10-08,2024-01-19,7d6188cf21b920a76b7bdc035033effe9d165dcb87f707da7a05a74d0579f8a3,0.9008011531141621,1545,0.8778388163233624,0.9620780851265014,0.7880825392303256,1,8,27.42545749268963,0
Stanford University,Barbara Martinez,AI & Deep Learning,2021-12-18,2024-09-28,9690ca2a074f0bc83bddc09f331be28b92e9bf55d0a469fa8e8b8c0d2be8eda8,0.9403994588867214,1474,0.5747144655521066,0.9924282935883466,0.742443361674001,1,8,5.693911479243174,0
IBM,Joseph Taylor,Blockchain Development,2022-11-28,2024-07-30,f1ad6d955bd9f10dd9796fa34cabf6778d2afcea9ba230d2e701a1963dc1b34a,0.9463442955735154,1129,0.9407655825022508,0.8222126861445194,0.9482718060965472,1,7,4.951225324193343,0
Salesforce,Joseph Harris,Mobile App Development,2024-02-08,2027-06-19,9901b362b408429a0a709e56ef68636ce72e6253dcdbabed6a9da93b1db5d401,0.9794384341301257,692,0.9094626717658513,0.9916512281255072,0.8919673642471501,1,7,23.417258980613056,0
ETH Zurich,Jennifer Johnson,Full Stack Development,2025-07-05,2027-09-20,8cadd48da5a6b12ae5fb636806e0a2a34506ee9a69d612d3715b60ac5cdc0213,0.7774718653797955,179,0.8334263805145631,0.9043661415173363,0.7800911687880645,1,7,22.735742227667615,0
Cisco,Fatima Johnson,Software Testing,2023-12-22,2028-03-11,6e0732810844ef3a83ad7480847c4320af21be8e15f0096b7e7dbc6e66a1dbcf,0.9125316184785079,740,0.9348605019499662,0.955182126481539,0.9023671128226326,1,5,2.8614794172282862,0
IBM,Wei Brown,Data Science Professional,2021-10-12,2023-09-14,27dbc0ea75ff0195d9bb5edd2c23ea20d72c619d49a06d8ea29ea55dfe8334af,0.760926020727622,1541,0.9335429565539969,0.8756338969336623,0.8916346352024894,1,7,22.668314324088843,0
TU Munich,Fatima Thompson,DevOps Engineering,2023-03-18,2026-04-16,d67ca3222bb0a1293d80070c6ed36b774d254864aadb1562cf6c6d3a9e04a692,0.9304192154245275,1019,0.7858345268476031,0.8925024890279762,0.7924605965080541,1,6,1.523412137160435,0
edX,Pierre Johnson,Digital Marketing,2022-03-24,2025-02-06,a6bcbb9fa5e74859fa4563434cb0ff0a9aaa95f17acffa917a6ccbf58da1eb17,0.9266594705470806,1378,0.853333196791001,0.9264404676523594,0.969352349713493,1,4,38.55058153399371,0
QuickCert Ltd,Barbara Anderson,Digital Marketing,2026-12-02,2028-06-23,9015b9a1fe15486cd6b141d124cd24ae75810b4939a2c5821dc4ac811d9d4e10,0.0274,-336,0.235,0.6881,0.1177,0,2,132.95,1
edX,Mary Ali,Software Testing,2023-09-11,2028-06-07,a858844ee630fbc534e899d9f0a983c00cc0e9780e429c2686df1510739b57eb,0.7717253926129539,842,0.7899174146823621,0.9073735923369303,0.8326506552450067,0,5,23.99452687940009,0
DiplomaMill Online,Sarah Mueller,Cybersecurity Analyst,2021-07-21,2022-08-10,844c70f2d94fff6a804efe159debde2fa779cd2d8c7d0419c527ae6caaa8d1fe,0.3232,1624,0.175,0.5263,0.1036,0,2,77.63,1
Google,Mary Anderson,Cloud Architecture,2022-08-31,2027-01-22,28f4faaec0fa4a0cfff7a7db40a8466f109e52ef0d4b201c26330348cbfe9932,0.7767433828462057,1218,0.7579062991184964,0.9529348378868346,0.9613990653150262,1,4,4.177237053196172,0
ETH Zurich,Mary Martinez,Agile Methodology,2020-05-14,2023-06-25,a91c5a3a7894b93aa8c89f06448b4213f03e50225fedb5ecd7f43fca82d75895,0.9069428880898257,2057,0.8970728135907734,0.9547419808723132,0.8021489539005476,1,4,26.725526157179143,0
Google,Michael Martinez,Network Engineering,2022-05-18,2023-08-24,9856a76a4eb281095613f139a5c37dc9c8ecf5dff91cedcf25dce924836152b7,0.7632512965214476,1323,0.5983228435324545,0.9679282088659549,0.8440769982278828,1,7,17.90777483017429,0
Microsoft,Joseph Johnson,Big Data Analytics,2022-01-27,2025-05-04,ce9de40f67605961d05f5e55b1c19a8359ce287873943af0bc564ec7179a7f70,0.9770830640554051,1434,0.9616701701383876,0.9639512092882607,0.6456153241227771,1,6,37.574026697036345,0
PMI,Mohammed Harris,Blockchain Development,2022-11-06,2026-06-27,e26ce91324221b95f207f314425e8d6dbf45fb414b5763f27229e1cfc4499aa9,0.8072044658420363,1151,,0.8480025578235597,0.929927932511016,1,6,12.916058810605389,0
Salesforce,Karen Ali,Network Engineering,2022-10-10,2027-02-08,5d52d07756b55230fd4e20c87cec964d266a058b6ab7e77f128ac348f2bc1066,0.7980347561127878,1178,0.8217568787322268,1.0,0.980585510307224,1,8,64.95353178359525,0
PMI,Karen Dubois,Cloud Architecture,2020-05-19,2022-11-12,c6544e1d0a5cfda589b33ecf56d7f4b47050cf14e58ef2b35a839c4b56c8a39d,0.8333109035910402,2052,0.8000376450789068,0.8326646116372323,0.9485808702312184,1,3,6.722356128677029,0
Google,Yuki Hassan,Database Administration,2024-08-09,2029-04-08,03dc92e31be55ac97e9c45ef4e7752b9b79ffaca909b9368a728665288f3fb24,0.655195209872056,509,0.7621759031502972,0.9339062828019811,0.9137546443779594,1,5,4.681617897800063,0
Adobe,James Brown,Cloud Architecture,2023-09-18,2027-05-08,8bededbed2786c79ee850c7a7e69b54a920b2e1dec7ef8c6c3660dea285350be,0.902125581512465,835,0.9468766340373843,0.9237186375179121,0.976243241394613,1,3,4.196494420858447,0
Adobe,David Santos,Full Stack Development,2022-08-12,2024-01-25,643f5118eacf11faab5a4de5999c4659a6705a6706dab9cac58149cc2edbd41e,0.7496997806126772,1237,0.831325661769015,0.9920061913889313,0.9921135995411137,1,7,16.76618561140972,0
DiplomaMill Online,Arun Harris,Business Analytics,2022-04-18,2025-05-11,866958d3330f106b0488fe62ecf3a44a047fc6f1b5ac181a5d4b9a871223f1c2,0.035,1353,0.2464,0.5747,0.311,0,0,12.69,1
Yale University,Thomas Martin,Data Engineering,2021-03-07,2024-08-09,515af48ad5349c9b352ededbacd0b678faefcec0978deee9be4f4b31ace292ab,0.8967989050328704,1760,,,0.7239152448163452,1,7,7.892950414651526,0
ETH Zurich,Michael Martin,Agile Methodology,2022-10-06,2027-10-02,2826d26cb14a549e6fb734107d757232c6d97ceb76a4d2a435c263530b415f57,0.7614060189453469,1182,0.8402474933337434,0.9264720638468614,0.9914684243648264,1,7,188.25682057332244,0
Stanford University,Elizabeth Santos,Machine Learning Fundamentals,2021-09-01,2024-08-25,58de92ebe33802c0a14205dcdda843a14c638647670c7b31eeb1d9be64e42339,0.9300443413450938,1582,0.9156565855184848,0.8926539573260148,0.7844429634116443,1,1,9.932074730865244,0
FakeUniversity123,Jennifer Hassan,Database Administration,2023-02-07,2026-10-23,72b598dffd,0.1984,1058,0.4372,0.5988,0.359,0,2,0.49,1
Stanford University,Richard Rodriguez,Blockchain Development,2025-04-07,2027-08-31,6fc1e47a558facf7fb821f0cddda22d7a21567f2b33080c7b276a9088480007a,0.9281253001222795,268,0.5222383826105216,0.8560710240863009,0.931518519191354,1,7,49.27463836888746,0
Stanford University,Fatima Garcia,Agile Methodology,2024-01-30,2027-07-07,6dd6b3223fbd4c5c4aaa9ab671f08072538658b69705df2c99f1f891d9b3986a,0.9770434731576968,701,0.9633743968569135,0.8910826879093062,0.9994439117367219,1,4,15.735832014589203,0
FakeUniversity123,Karen Taylor,Blockchain Development,2024-03-31,2027-03-18,01262aed19aa0261178408376d5f2ba3532b2e0aa83be8e4cb0d38963bf5d29e,0.2523,640,0.056,0.8975,0.3023,0,0,7.69,1
IBM,Robert Williams,Data Engineering,2021-08-16,2023-02-03,b459586f3f956e4f6d7c8eddb238d1e963d592b0c54be9ba414a80383560e14e,0.811989690480063,1598,0.8879058893870675,0.816493264597424,0.9328225205886077,1,3,36.67294854833311,0
Coursera,Richard Rossi,Machine Learning Fundamentals,2020-09-21,2025-02-03,dc329ad390284ffd3e8bdff678a339e805a7015f698bc646aae1312c9cb36526,0.7913808723817835,1927,0.8839647876156191,0.9383609595300189,0.7931263749576124,1,4,25.871299623667447,0
Columbia University,Arun Johnson,Data Science Professional,2021-09-09,2025-01-27,aa098d3cdddba1fea3b18519bf6c2e245c349ffcdf0f15d3e1700eda58578f77,0.6688136471465362,1574,0.727006604007516,0.8718661330977608,0.8282675009353013,1,6,2.5029736970390872,0
ETH Zurich,John Taylor,UI/UX Design,2020-12-01,2022-08-15,e9a4a46dc49be17b8114650d446d608583b5a21a8b890d00d5c7ee788ee37045,0.8894009040208462,1856,0.8166674611658408,0.8833556387720779,0.9505219268270481,1,6,25.922515774746916,0
AWS,Christopher Wang,Cloud Architecture,2021-04-01,2025-10-08,9df13ee4,0.186,1735,0.2784,0.8524,0.35,0,0,1.75,1
Johns Hopkins University,Joseph Chen,DevOps Engineering,2024-06-11,2025-06-17,3c2af1b59958d454df30b7a9b69051e87310073155c96ac44444fa51c2562daf,0.9284200588909399,568,0.6250402149229123,0.8848462248478755,0.9105774457831641,1,6,73.35021352213208,0
ETH Zurich,William Wang,Network Engineering,2020-01-27,2024-08-01,c22d98131a3ed8c88bb14de3f85de6447059854acc570d04871a717382c2692b,0.7010832881941638,2165,0.9168151148275114,0.8635363453991934,0.8802436394482507,1,7,10.180926687253741,0
PMI,Mary Garcia,Big Data Analytics,2024-03-31,2026-06-19,32049d1dafdd8679b59165f0132a217867815b6809025eda77613f3d9f9acd66,0.7220236590397092,640,0.5961161386160376,0.9478516964939985,0.7630795376691675,1,5,52.6955053716494,0
University of Toronto,Mohammed Ali,Digital Marketing,2021-08-10,2025-11-21,64e1dfeb5a4a444e7c21c58aa53816634e6a377cf835f84d11e12a1f61d45d94,0.47084463949203403,1604,0.7693170827466178,0.8608371130240452,0.873983787280071,1,6,4.780557490039677,0
Udemy,Ana Chen,Data Science Professional,2021-03-20,2022-05-10,67974e9146263197a1ac6e8c687c87c3811ed93892830cf0f7cf704afa1d7d9c,0.9035222547804067,1747,0.9103868698810075,0.8325906076379669,0.7496678427896379,1,7,16.172806764560157,0
AWS,Christopher Mueller,Agile Methodology,2020-07-24,2022-02-18,d2eb3e036a0677a336bb1d51ce1cde43b01b24015a3d91cb7953143b6651c020,0.6802563158058897,1986,0.7119244348749547,0.9240746506097149,0.9248882314894405,1,9,5.3118286570011195,0
NUS Singapore,Mary Harris,Natural Language Processing,2022-02-15,2025-06-21,8f4f31cf96202f3c6fd2f43d02bf4c148ec161fcf773a5664f9c45d88f1df490,0.1043,1415,0.0459,0.5795,0.1958,1,2,51.22,1
PMI,John Ali,Robotics Engineering,2022-07-09,2023-10-25,34db0724c87932d1f15ff8e85799aafc79ba507e9ee2d0de5acdf63ebfeb7149,0.6173546350575184,1271,0.8712793863747137,0.9824073378131489,0.7416267425393738,1,6,9.74076532801886,0
Harvard University,Patricia Hassan,UI/UX Design,2025-01-03,2026-05-25,598fda81489872f4e62abbcd1c0e780102f30a4474b70e1f8b240a723c086220,0.7786416140908357,362,0.7816114358903983,0.9754849920978113,0.8245984338280188,1,7,1.2879977492064423,0
Columbia University,Sarah Patel,Project Management Professional,2024-12-28,2028-10-10,ed529948b0bd33c1dc5735f58c0dd25cd69f1c19175d354448f1a295cd91e810,0.7919898634078015,368,0.9413304730189799,,0.9350576238339274,1,6,68.87976650532987,0
QuickCert Ltd,Jessica Mueller,Quantum Computing Basics,2023-12-02,2027-08-05,3472211c04197d7f3867088f19fe9ca0bdb1c7b3b5b4f3cea275dc70f9e31270,0.0812,760,0.142,0.5362,0.1258,0,1,82.23,1
FakeUniversity123,Carlos Garcia,Quantum Computing Basics,2024-10-19,2025-05-18,593fa74203f426e671c8460edf244cf442f2023fdcfa3de62c13a9e88a000549,0.2971,438,0.2304,0.8541,0.2115,0,0,45.62,1
Oracle,Yuki Kim,Big Data Analytics,2020-11-25,2023-12-03,411d38f23fa926c184f5af17b56ad296190552aaa709b26faf293fcdb1c0b78f,0.8948710584538756,1862,0.7359930625640673,0.8706813017036912,0.9714865055303783,1,4,20.64786489435265,0
Udemy,Richard Miller,Natural Language Processing,2021-11-28,2025-12-20,735cb5d0fdeed95500ce5514e76a9aad648ca954a5b0d31c224139d300094f4c,0.9111559086211811,1494,0.8950166405765889,1.0,0.8029370176696073,1,3,12.343682598377905,0
TU Munich,Ana Ali,Business Analytics,2021-06-17,2024-05-14,8bc3b2d22c9d1a445d92ecbbe323497e6a0c69a3cd923b5ae9c79c87d875764f,0.8883720677862372,1658,0.6852572398240137,0.9414127198758432,0.7945358271728673,1,7,50.744110911837204,0
University of Oxford,Mohammed Dubois,Data Science Professional,2025-02-11,2028-05-15,3dd23c8571eb3d84565dc01735b3825d4e37b87abb96e255c5a02eeea4621f3d,0.794069873641791,323,0.8649176599060443,0.9139153093155546,0.9518987259842352,1,5,8.511598214496074,0
Google,Joseph Jones,Network Engineering,2021-02-05,2025-03-08,53a58b90866eab7445d5685cdeab0cf5f113ce723e7f104621a72dbde08a43fd,0.9300685507998145,1790,0.6564245536454552,0.8628576937913485,0.8429119808695804,1,2,9.315393557220814,0
Salesforce,Yuki Martinez,Full Stack Development,2022-12-18,2026-05-05,683ba6c9b7f42ef23f12028b638271d75b156b82a4c651a73738b1a451814ae8,0.7019516563414359,1109,0.8226522339327583,0.841551824811956,0.9303452293569201,1,7,0.10796270801309221,0
Cambridge University,Linda Jackson,UI/UX Design,2025-10-02,2028-08-19,f4baed4c247c8148853a6fc253839386528d07f7e042d4eaf91b1c350cbed5b3,0.6972811436457339,90,0.511771911072939,0.9191317996809587,0.9782745784886813,1,6,61.914707317257964,0
IIT Delhi,Robert Williams,Quantum Computing Basics,2021-09-25,2024-01-03,09bcb054413d7536054985fe236177257a070f124d995f6dde41c4094c5a50d4,0.7011452417813527,1558,0.7462844465497734,0.9078464224392498,0.8590528644191102,1,8,0.9583275248042208,0
AWS,Mohammed Anderson,Computer Vision,2025-02-13,2026-09-07,20e0e3f1204c9ec92fd974fd9b7e4b8043a0c438b3a97f287512da6982000f41,0.9620534507283308,321,0.9211207874013462,0.9198066869557089,0.7152961667728345,1,6,74.90233167882101,0
Johns Hopkins University,Karen Williams,Full Stack Development,2025-12-15,2029-02-01,3859ee372f6538324e2a83104dd94ed67ed97a8c9610052a545962ae1146afac,0.6510247529883437,16,0.9369732018678323,0.9167343324590852,0.92399887461185,1,7,7.728457677103151,0
MIT,Yuki Brown,UI/UX Design,2021-08-04,2023-04-30,3657c8b006b9ead6cd5a753028f7c2dbb0b34d980090ab586d6d39659398891d,0.41947101270706866,1610,0.8976199893831014,0.9501234157298121,0.8670742267500171,0,5,8.39177756746659,0
University of Toronto,Christopher Thompson,Network Engineering,2021-07-10,2026-05-20,5846e932c2ec81995f001447db4e12d8e5f02eb113d0925d83b95deb1177064e,0.2954,1635,0.0878,0.5515,0.4814,1,0,3.59,1
NUS Singapore,Patricia Anderson,AI & Deep Learning,2023-04-12,2023-11-07,4413f5c42f0ae0e380e2bdd52867997f971f1892667312d3577f9522a2070e12,0.1327,994,0.2125,0.659,0.0427,0,3,88.42,1
IIT Delhi,Fatima Thomas,Database Administration,2021-06-26,2024-11-04,979eb013ffcb89b0df8d75fe759a6ed5c93ac2abe492376bdbb7286ff679900c,0.38446281319742437,1649,0.7600561095514702,0.9912493895323337,0.893919593163438,1,5,53.3902794911522,0
Udemy,Michael Martin,Quantum Computing Basics,2025-02-09,2027-01-04,f63b199ac03ecef754a86b8cdfeb9afc037145df21720fee3aa8e7ef3c76ad8e,0.8679317047456246,325,0.7240999069865512,0.9088233822614189,0.88586837630536,1,11,95.02681493970975,0
Salesforce,Michael Smith,Quantum Computing Basics,2021-09-21,2024-03-12,4990765ce1dfc5521ee6f1fae58657c7de25b17cff835aaa935ace2c66f825c5,0.855583854433619,1562,0.47058782903789687,0.8691296136582107,0.9866168742893882,1,10,17.930458607274574,0
AWS,Jennifer Rodriguez,AI & Deep Learning,2023-12-10,2026-06-14,880a63a2cb026c3ab8f21b5776ed55ce83082b6ec4e522951a25fc7c666240f1,0.8142553903507911,752,0.9349773746880762,0.9858697032817163,0.848310944669029,1,3,61.62106671007195,0
Stanford University,Barbara Harris,Agile Methodology,2022-12-27,2024-01-21,e4d751be15034912be4e9ee6b6f7d3a940ae3455c84eb5671b4d98a92bb2a30c,0.8748366967868424,1100,0.6081275790652819,0.827327342650437,0.8369002958661663,1,4,18.356364220228937,0
Harvard University,Yuki Williams,Software Testing,2020-05-04,2023-02-24,c560ce7601ad1b988b8902ec3425a59d84a01eae9250ed79a1c3e1ae63d15cf3,0.7683130479760982,2067,0.820214123809163,,0.7535344177614051,1,6,22.916923876042812,0
CompTIA,Michael Rodriguez,Robotics Engineering,2020-09-27,2025-06-06,6dc0118911178358aac5657dab0da4c4901c9b358a453d4918eff9be9a73efc7,0.3402450897161911,1921,0.7531922886642055,0.9144561186385379,0.8388390506409402,1,3,1.7911885882288696,0
Stanford University,Arun Mueller,Full Stack Development,2021-03-08,2022-10-10,d3b570e5368d9c18c864ce127761c25aced216d732932dc6fed5e8c6a81d0426,0.6074001650802802,1759,0.9205819340392359,0.9599907203852103,0.9822491476381783,1,6,24.71334635697298,0
edX,Sophie Johnson,Data Engineering,2022-07-08,2025-07-13,55d4b01aa0ec7d6b50829d94ca6514de1e377513591eb73eb45b300d3524d7c9,0.7944396323436538,1272,0.8474745225123363,0.9388695580835197,0.9643066707686067,1,4,22.315113533070345,0
IIT Delhi,Ana Kim,Computer Vision,2024-11-04,2028-07-05,71ea85a41c650028eddfe10cb5d548258084e9f1ff650afb12a5b445b498c79e,0.6619971668862761,422,0.519216219674757,0.8456895661971249,0.9146724467454667,1,3,107.0117707153338,0
Udemy,Mary Ali,AI & Deep Learning,2024-06-10,2028-11-02,3242637460b242bf2cd05e7797dee3d886b4ce291c83ccc155998ae532f40a4f,0.8810629183939811,569,0.8367800187179827,0.8991830910094709,0.9404771901782593,1,5,33.323753222449255,0
Stanford University,Michael Johnson,Agile Methodology,2022-01-13,2025-12-04,5a92f13a0db4ffc21353884f53bb0d4e6547560db90f0ae7bd58dd1b05c8f11d,0.8352348386047165,1448,0.9327237465569453,0.8688015080757755,0.9705000022488844,1,9,64.84745964119176,0
IIT Delhi,Jennifer Mueller,Big Data Analytics,2020-12-25,2022-01-30,6c76a1deeb651c27e78fc31533f7aefcd1c2e751eb611483a16a6bb387bc84db,0.7520289433216525,1832,0.9518820632150048,0.9317666789301066,0.936881115539681,1,8,21.850647440660996,0
IIT Delhi,Arun Martin,Mobile App Development,2024-11-13,2026-10-09,afa4ac90ebc3ea3a54d4bc8a963290eeeb164172346edb315d625eda9a03c2b1,0.7877635677941087,413,0.7769364614741776,0.8850020405669028,0.8699350682340539,1,4,54.9290258611707,0
IIT Delhi,David Wang,Business Analytics,2020-12-12,2024-11-27,6da11d5728a3be82214d46e256a2d3885c79d46015af37ce663b424ed3788146,0.9378634833090055,1845,0.7113669536096249,0.8590034550004892,0.9831935428031597,1,8,15.921889665333971,0
IIT Delhi,Jennifer Rodriguez,Business Analytics,2021-09-01,2023-03-10,ccd27803038f9124dc3180716b8f86256b01558e129c08a806ec5383b1d2a646,0.9640130471351918,1582,0.8340270590620588,0.8408241261071286,0.7947938920669158,1,8,13.709428020243905,0
Yale University,Elizabeth Dubois,Robotics Engineering,2020-12-07,2022-08-12,e6eda55c8e254af8ba7a1553b5b2522d7ac46cb55f801209f9e7d60d3aeacd19,0.8931085730882804,1850,,0.9072375791800551,0.9642721377253924,0,10,29.58356621557129,0
Cambridge University,Mohammed Hassan,Data Science Professional,2023-09-05,2025-04-05,52e4bb834065cbde28b8c1420c525b7b4a9d2bce00f11548b6dcfdfa38e91478,0.7391010773514931,848,0.9423831024451075,0.8652768625808812,0.7640389993316387,0,5,13.067009032214393,0
University of Oxford,James Martin,Data Science Professional,2025-04-06,2028-03-30,fe05601731c3726b4c4f5104ccaa61c79332e16e711aa8dc9000d37a67f4dbad,0.7072288992722826,269,0.7831172690987008,0.8905455599140261,0.7520312000386845,1,3,79.84345780975127,0
MIT,Ana Martinez,AI & Deep Learning,2025-12-11,2028-12-16,ff30c14948ec9462e728ff59e964cddc3b63f6ccba9bf1e534dcc167f0aead5a,0.8636146753354091,20,0.7069975493737177,0.9189833492009647,0.8992940507267045,1,7,45.707626148024495,0
Stanford University,Barbara Taylor,Database Administration,2025-09-05,2029-10-30,ec2dc3d448e79f0d0be30928188d502446731a97b75c3090925e9c0bc0236f64,0.7811285345478487,117,0.9559397383411735,0.9514277227802925,0.8974710884953546,1,7,23.74539891773576,0
NUS Singapore,Christopher Harris,Data Science Professional,2025-09-17,2030-08-08,4d72bdb9efad200ec9611b3e6273b975ba7140f3a51e7118661c6aca891d93d3,0.7157693873618253,105,0.7445953281990902,0.9797650944410019,0.9688580893972937,1,5,23.98274293341516,0
ETH Zurich,Jessica Smith,Blockchain Development,2020-05-11,2023-12-22,ef91b0905522b98c57d63f67be3c5e53109f151464a66a52b98a274879fb79d1,0.8654807722994803,2060,0.8994456838957818,0.9629548351042068,0.8980553816708056,1,7,29.810212696713485,0
Salesforce,Robert Anderson,Cloud Architecture,2022-08-20,2027-03-22,ea3b1114b1e7e84e128d2075c391c06824061244421ec3568a35d701a84a791f,0.46402773485606186,1229,0.9125235941556843,0.8981450526433905,0.9079295988723601,1,3,12.533846629919982,0
Google,Yuki Kumar,Digital Marketing,2025-11-10,2029-07-18,4f3244b22f01fd24302e844f6fd699944539c2a6f6a77e1d67fbe394fca30964,0.8651627087768363,51,0.7618920921425508,0.9728615550859547,,1,4,9.589195811547384,0
Salesforce,Barbara Smith,UI/UX Design,2020-11-25,2024-03-22,1ed2df726efd778c85ada10d43c47e6248fb3d2cd6a68b15a30cd3d211646171,0.8681132760834268,1862,0.8247232882804089,0.8939783180006927,0.8908302613130352,1,6,2.6977556171221933,0
Columbia University,Susan Thompson,Blockchain Development,2022-11-20,2025-09-27,014c777a73394f2005be0c95f08f7665f24b783a697f5c0df157b7154dabb0b7,0.44293624282887495,1137,0.7103276222836634,1.0,0.8967040703005636,0,7,24.65873739160753,0
TU Munich,William Rossi,Database Administration,2025-06-15,2029-10-08,028d7f95fc44b88c425969a5f30a6be170570783a5ab17798a57921a6e9063e1,0.7151553999735384,199,0.6250568220128198,0.9268540728322835,0.7862652077468546,1,8,41.237508355582875,0
University of Oxford,Karen Anderson,Database Administration,2020-07-13,2023-01-07,550844bf7e5704379e7bdb07bf9d34b7c1c037649bcf09320359f1e0a836caea,0.9563370859870723,1997,0.7414352867818595,0.901112940742825,0.8705973902623914,1,6,20.148936119051577,0
IIT Delhi,Joseph Harris,Computer Vision,2022-10-03,2024-12-13,214b9081d6011b2e12f4213fdda1fbb44ee1cd11ce69b0186f52ebf784f2d554,0.7863390191365326,1185,,0.9066549448824474,0.9433371869205494,1,7,7.217190404653264,0
PMI,Yuki Kumar,Robotics Engineering,2025-05-30,2027-11-10,fb0b442c9a7f763d68fbeed44c46bc9cabe7515811ff1f7e2b717e90183d1803,0.6995011356433872,215,0.7520197384593083,0.899353768884944,0.8273201834528494,1,5,48.032285800466084,0
Udemy,David Johnson,Business Analytics,2023-05-03,2025-08-05,7f586d2d2835bc028f794a60270e5439ceca18811f4d6dd45bb8793bbb49175d,0.8424808838520393,973,0.6669414851525348,0.9156093587984349,0.7022393548175642,1,5,25.862263249598854,0
Udemy,Mohammed Hassan,Digital Marketing,2021-08-10,2025-07-01,ebfe4b2b11c1080e16033549f232710fa367393f4a10552c13792a8ffb7e5c88,0.7248490781132569,1604,0.833316470027309,0.8801721609692262,,1,4,9.790723579150727,0
DiplomaMill Online,Mohammed White,IoT Development,2025-06-30,2029-09-15,50fe264d72a6d02184873d6e362cebf9f9c66499d2e5cbc558adf4799f189b6b,0.0975,184,0.0986,0.6627,0.2512,0,0,218.51,1
ETH Zurich,Arun Tanaka,Robotics Engineering,2025-11-17,2028-07-04,19240f9535e6b90ecf8ed789a1c3c9a9f35924489501b2c89962e4335d6d8031,0.9586522213390091,44,0.9728908865129555,0.9634866922016838,0.7892526693804807,1,5,84.70598400701351,0
Coursera,Carlos Wang,UI/UX Design,2023-04-26,2027-06-01,c6cbe20c940995ce878e007bcfc87fb508300ce9970212f90b5a5bade0521163,0.8612347813902945,980,0.8376976157514076,0.8416223806768196,0.7791422047128764,1,8,24.011663263872023,0
Adobe,Thomas Davis,Mobile App Development,2023-03-08,2026-09-07,3e9208218587e07e6d45cdbe085c74b4daf70e766f110e4a7aaec6dac0768860,0.9066364058843198,1029,0.6909249192789981,0.963923719142631,,1,6,90.36280972435728,0
Google,Sarah Mueller,Database Administration,2022-11-28,2027-11-10,b8ace48edb06b3dbdab8e618178a00835672525c1463ad3ff74d0c78aeb4d6be,0.883273684571513,1129,0.7169617319752584,0.9442229182397782,0.946665441428896,1,6,7.465322639845,0
Columbia University,Arun Thomas,AI & Deep Learning,2024-09-17,2027-07-01,ef40b7807d6abf6c1d082f5a9b0315698be5b6a625e91fe690239e5217911e45,0.6044370344916395,470,0.7140266587013064,0.8395366646167768,0.9962322346893057,1,3,1.6958075679524753,0
CompTIA,Barbara Patel,Blockchain Development,2023-04-04,2024-08-11,b9dee491d815a1ab88a412b2204b6616e029f20e22a091384877bb3893c5a165,0.7675494065780173,1002,0.9900662076048792,0.949455877179306,0.7297349035935176,1,4,14.74273984683444,0
Yale University,Michael Ali,AI & Deep Learning,2025-04-25,2027-06-09,779371de23e7b0a145796e36d3ffcf5741465cf17dbf8319444f49e9da5e737c,0.9386349757484798,250,0.7308805748773145,0.9829180112781015,0.9687288141890958,1,9,81.6095532190483,0
Oracle,Fatima Johnson,Data Science Professional,2022-02-22,2023-03-24,d917ef34a47912d6e697fbcc36aeef43b6019f4a756d8be532a3c956a74da5f8,0.9347219335302571,1408,0.6814379049489937,0.9227466213647423,0.824824190651244,0,8,3.6884673586056476,0
IBM,Barbara Garcia,Cloud Architecture,2024-10-15,2027-11-16,a44e449850c71aee37776273646ba460370aac3abe03ae8ba082d19cf0b9ee36,0.7900747798951814,442,0.7480249445798349,0.9826818078241708,0.7031908958660623,1,6,15.986245622772959,0
Salesforce,Wei Jones,UI/UX Design,2025-09-28,2028-10-24,90cf650e8df8868e6289e84d52e8c3ff02528a900d7919b5a7cf90aa166e66e9,0.9760101302093231,94,0.8166073909199296,1.0,0.9938400240166188,1,5,100.0849823377379,0
Udemy,Wei Chen,Robotics Engineering,2021-03-02,2023-10-24,d18239247f8252ad3212b3362ac28360f5736b8a431a7a77915d0bca3a37f8b6,0.9263553942384778,1765,0.7827982831732809,0.8801039014946334,0.9277192682729227,1,4,0.8170231925367142,0
Columbia University,Arun Mueller,Software Testing,2021-02-13,2022-07-08,69f1d768f08b81740080bbf91292e179db7b4a564ceca05f467abb6b0d876aea,0.7963147916318041,1782,0.6797578650831585,0.9886853257942954,0.8810863045838873,1,6,23.72629589781085,0
TU Munich,James Santos,Project Management Professional,2025-08-25,2030-01-12,bdbbe83ee14afe1ffdcf2e252c900ac9b0fef16cc5bedbdc9cd4eecb6811bca5,0.7955386779330826,128,0.8324937341834869,1.0,0.8063910068376008,1,6,40.72492379181154,0
Harvard University,Fatima Patel,Machine Learning Fundamentals,2022-12-05,2027-05-21,d9747104b1ba65c32ead0bc0fcaadeac05a6fd1c4a421c3660ed23893e07dc53,0.6188755720434921,1122,0.9334157394265717,0.8231944623100574,0.7619506198926698,1,7,22.125876247658038,0
CertForge Academy,James Kim,DevOps Engineering,2026-04-26,2028-05-05,39d011293b79e5d98d4b0b02d3b9b68766fd9fb8c368c4dab3dded1710189850,0.3502,-116,0.4162,0.9327,0.259,0,0,97.23,1
MIT,Karen Smith,Blockchain Development,2024-04-18,2027-07-26,f14ce5df4d949d9931fd0e59cf753ed8a676dfec9e8fe5c8904c2d67f3891af8,0.8749270949868663,622,0.721155013653918,0.9145918182405318,0.594906553883966,1,5,4.505099848548856,0
Adobe,Carlos Harris,Software Testing,2020-12-12,2025-11-06,bc27fe0abf6c41c60a3dfd3681cbc5f48cf1ffd2810eebf7da994c11b544b85d,0.8114499815263492,1845,0.8181758516929377,0.9099687310388337,0.95714223518536,0,6,8.197831566733205,0
University of Oxford,Mohammed Hassan,Computer Vision,2022-10-31,2025-11-22,2ecb0ee01f718106573bc7362b726dea681655e8faf740af66f4a206e59ec498,0.6489349338691603,1157,0.9329399076604076,0.9657725432726458,0.9196016023001482,1,7,6.041765340988252,0
Yale University,William Miller,Database Administration,2022-03-11,2025-07-23,0ec4501a8953f4d39322d19f9571b63ef9bdd54c6512a96d29882209bc55194d,0.46811412026591254,1391,0.7237455929970509,0.9913507493488493,0.9545925751748549,1,6,20.469394646320165,0
CompTIA,Mary Ali,Network Engineering,2024-07-15,2027-12-02,085b3174376dc7b10ca9ed95e55ef3378e8e829799cca2cb7f0e86a46f4fd262,0.8052667560572223,534,0.9315483935677928,0.9205321121616326,0.8214285587266548,1,5,46.530844048338636,0
Coursera,Karen Tanaka,Robotics Engineering,2025-12-21,2027-07-28,72d87dea9070ddf4fd18df3d3c0cfc4d9e14f6d79e1cefec42b58cdaa0cfbc1e,0.7011914049723943,10,0.8422618077367955,0.8656081226143191,0.8326537317499487,1,5,18.939108627423987,0
Cambridge University,Susan Williams,UI/UX Design,2025-10-29,2030-10-09,3505c01cbccf71beb7cf59e084ad6ce236b3165f365d674371cfd3c63f3af26a,0.8493792136639122,63,0.8371783483725681,0.9170428007164698,0.9321697343479438,1,7,31.43462651017012,0
Stanford University,Joseph Rossi,Project Management Professional,2023-06-26,2026-08-12,38933a56a36ec925d59a6214580ce54dc017c65eeb42e0a5687ee6a5cef9b215,0.6576712125603058,919,0.6872453472255025,0.9270405764236193,0.6820625802076331,1,5,0.32351783897822983,0
University of Oxford,John Brown,Software Testing,2022-02-26,2022-08-07,2f0d8c9fe66e8372a11f5d2ccb0ea8a0a495908ffeb4b6da01b61ae4389d5c82,0.0538,1404,0.4203,0.412,0.3479,0,2,61.97,1
CompTIA,Barbara Martinez,DevOps Engineering,2024-02-07,2028-12-18,e4abba88ffa2ebef99c06888bee5227328ce01bf6aec75c42c88b07348fccf93,0.985824197363357,693,0.7582935681445054,0.8888139555074059,0.8389332606357002,1,13,1.0092850803865028,0
IIT Delhi,David Williams,UI/UX Design,2024-07-28,2026-04-15,e4818038fcbe170e746a383dfdfb8a396a2846dcd3380e52e89a4a462b28595f,0.8068151880452905,521,0.9432993145733025,0.8944025650581782,0.9380461749176775,1,3,2.3268163945576075,0
Microsoft,Yuki Ali,Big Data Analytics,2020-04-12,2022-06-24,48b390a0c3052c8409112991a616e8c12950dbbb870ba22cf04eab8a60c9ae12,0.973105404254851,2089,0.9253154611604583,0.8888068975649523,0.938928320384028,1,4,50.019744157329,0
Columbia University,Richard Brown,Digital Marketing,2023-08-12,2026-07-26,acc82f19834db1f48de242c7d9ff79ad8380576144e23e86cb64c6185dab75f6,0.859103847028042,872,0.8355673790150178,0.9711562159081059,0.748222385924794,1,11,27.243947627098283,0
University of Oxford,Fatima Kim,Data Engineering,2025-12-24,2029-02-15,1aafb2496eb757ab0a5c9bf08ee3a5a2bc818b206350a596bafa223c8fdbbdb8,0.5733015091782862,7,0.9050382293077825,,0.9411311968216548,1,6,13.097774511543323,0
edX,Susan Miller,AI & Deep Learning,2023-02-23,2024-04-11,a9459cb37ad7532c4c668460fa5fbcbfc66adebc4879c31ed09b0faaff923e57,0.8270767978087202,1042,0.6805615094065207,0.9692545808397388,0.7378891048127011,1,5,3.8588176279691844,0
Yale University,William Smith,Data Engineering,2021-04-16,2025-07-27,24afb0735116de04c37c2424a3f30379b4eaddcd110938439582f4d34dabd469,0.7495083456166984,1720,0.8447332456592458,0.8772966543415376,0.8650622849696942,1,8,91.85815621593824,0
Yale University,Thomas Martin,IoT Development,2025-10-29,2030-07-13,d164b69421d0efd457e295212782646130bb65daa24c3a07aebdb7558a711306,0.652814786031573,63,0.9114273501748011,0.9568377978808615,0.8674534614251574,1,4,0.6727753987470059,0
Johns Hopkins University,Fatima Rodriguez,Agile Methodology,2023-03-23,2024-04-12,7f99ec04ee1f4b3d1590845108e2965173bc5c6e0d0f01662c5bbc5a8ad2e880,0.0043,1014,0.3448,0.6651,0.32,0,2,79.3,1
AWS,David Johnson,Data Engineering,2022-11-26,2027-02-26,2fa5703c8c21c1b551546cd18d76740938979cc59ce47fce748278de911c3620,0.7063666136249311,1131,0.9358279377658391,0.8751685971801203,0.9587239418928724,1,5,34.800214948392956,0
PMI,John Williams,Software Testing,2020-11-22,2024-03-27,374c630b0b1583ecab754203d09dca36b48ed376c4237b6bd7622e44c8b53ba6,0.8127393076090373,1865,0.8420337555713979,0.8697245663160437,0.6345616045096685,0,5,51.0730763433548,0
IIT Delhi,John Garcia,Software Testing,2022-10-20,2024-12-21,9cf1b6c5d5a00467153fe6f9264e8f72ee19ef53db4bff9838bdc7fee7ef85ac,0.7158083390787356,1168,0.7634313181132701,0.8034582120272095,0.971770934495476,1,11,2.7434916639482196,0
NUS Singapore,Sarah Martin,Cybersecurity Analyst,2022-12-02,2027-08-07,5aec659abd3028c814b1f78766a82f6c38ab4df569beb565ea1719cfdd1f22cc,0.8790324688319164,1125,0.8519248587713187,,0.6394328191403529,1,3,4.103620957541554,0
University of Toronto,Sophie Chen,Business Analytics,2021-06-28,2024-04-04,fe35db0e0fb49c321f50dcaebdff2737e502814b23f2250b81ecee63013a8865,0.8970994081255553,1647,0.9578460474213689,0.9621879706151807,0.8446940246648789,1,4,33.97364593152274,0
Oracle,Carlos White,Agile Methodology,2025-10-24,2027-01-01,de178d169f38a32b636c2b1c10246134d3663bfaf120bb690ab907b3420ae74d,0.982571393336517,68,0.8635155598514503,0.9319606656795857,0.9599160415768797,1,7,50.973235912303124,0
Cambridge University,Patricia Ali,Data Science Professional,2022-11-23,2025-07-19,b653be56bc1c977e475c5afeeb1b9569f944ad506c1b422381b795f7d053e252,0.9061640729290935,1134,0.5288804562447662,0.9847531341747355,0.8447798138114099,0,7,19.632014606387514,0
Salesforce,David Smith,Business Analytics,2023-02-08,2026-03-10,5ac2cfe7bfe50bcbd016e68d1a62fbf0c7b05f979641c72e8c4ece5da1a330f2,0.934256039935252,1057,0.6683976022875738,0.9489745712968809,0.7585792918352897,1,6,62.1605826294857,0
Cambridge University,Thomas Williams,Quantum Computing Basics,2020-04-21,2023-01-20,9c15db282702d35d91e05c9f2539d27db73d390230ade3c19386d956fdc4613b,0.9587605020563955,2080,,0.8940821433018536,0.9408566026911513,1,9,14.672276589259884,0
Udemy,Yuki Rodriguez,Software Testing,2025-02-06,2026-12-08,66756d695d4555f6e399753ad6cde285ef17f797249f96b43f4700da39594705,0.7253819500208276,328,0.847217899732951,0.9328081509826412,0.959310245023515,1,10,51.64340747222432,0
Stanford University,Pierre Rodriguez,Network Engineering,2022-03-24,2025-05-23,66d92e7ddee57cdc8165b973fa1d47f95f876fc2aaf1d5a3a30eb045cec7d43d,0.9316414964463193,1378,0.7361100360717072,0.9728652206295457,0.9934434893114641,1,6,5.273288242544489,0
Cisco,William Jackson,Data Science Professional,2024-01-05,2025-01-18,e50c09acb64751c2cb18f4a4212543247102b28189788cfb305292f871b7d546,0.9211556090049713,726,0.938407490541574,0.9407880599893141,0.811785041822237,1,4,4.945308836951458,0
Udemy,Ana Miller,Computer Vision,2022-02-24,2024-11-17,cfea6f0147429f50ad3b8ab1a86b3ba079f20829564338ea494d60ac87258bd1,0.8350682504885515,1406,0.6746588248673178,0.9018336190706983,0.8321512678367374,1,7,40.44536313311711,0
University of Toronto,John Martin,Cloud Architecture,2025-01-04,2029-11-01,16aa328c35ca7931ba5ace5467414625a9fdbd721d991fba0c9f5dc312eba07c,0.7176794102405983,361,0.8727137459027418,0.8750676659786831,0.9230414002975015,1,6,6.163713983519391,0
University of Toronto,Patricia Davis,Software Testing,2025-11-03,2027-11-27,6744ffaa7ad5eb570e55ccf05b2d8cf75dde0e19d088f5d22c061cb4fb8988c0,0.8223514469443697,58,0.995140952010792,0.906955010882609,0.7818775178237876,1,5,12.903473810527062,0
Udemy,Jessica Hassan,Cloud Architecture,2020-05-17,2024-09-18,7a36fca36005f67f23a71c86bf394d721eaccca99fa12b516efa857689e6f064,0.7840904889991824,2054,0.833338731890768,0.8329618132008958,0.7757066670807623,1,11,2.7458635701980976,0
Microsoft,Jessica Harris,Blockchain Development,2020-11-05,2023-10-12,5e17613f0bdb8f60990efdb46c69ba5a41059ddd6a485ba0bbe9850c64d7fa74,0.8291788049310124,1882,0.8481877458381503,0.8564358233252478,0.9020782754036996,0,9,1.3627083299259912,0
TU Munich,Linda Rodriguez,Database Administration,2020-09-08,2024-09-12,1df60fa950d5d1f1725f49386ec11a5f0e8679475092945eeaf44921eed47916,0.8442762032977725,1940,0.5187154220126866,0.8844321933071065,0.9272393433624637,1,4,2.3904673256308717,0
Stanford University,Susan Williams,Digital Marketing,2022-07-16,2025-10-25,9bb152b8b123258f32405866a4255f7e64fdf1fa3aad9c24676884866066e7df,0.7312959660546003,1264,0.723109500234977,0.9309963234656341,0.5535033246042003,1,9,7.268275533466246,0
Coursera,Joseph Chen,Database Administration,2025-03-26,2030-03-11,0ecc13ff10df94167436d4646b6aa293b97542bf956ccdade39e4f41cf9dc441,0.5510363262898129,280,0.8935788280486558,0.8328587834133213,0.8009688886096369,1,5,32.24911235787439,0
Cambridge University,Joseph Kim,Digital Marketing,2020-06-20,2022-04-22,ce39eed7ba28e45dfa26dbc63c0dc2390081ef3fa30abea3ba0fec8dfaecb722,0.6181783183879502,2020,0.8375258672899469,0.9106884681133736,0.9217234331284444,1,5,24.853763730109826,0
AWS,Wei Rodriguez,Quantum Computing Basics,2022-03-10,2025-05-12,dccb9d999e62ba7d57c773e3baab1d3a52ed681f6447ae2e415e51d8d118ef5c,0.956868058933512,1392,0.955033842405344,0.9306686834904585,0.7474390380495343,1,8,3.780888106689199,0
Johns Hopkins University,James Garcia,Project Management Professional,2025-05-19,2029-08-24,b41406efec1640ded5a0802c53bbfeedf9e6bbeea9a1d24e90f6fcb47147acf2,0.5248867154171513,226,0.6286724437905562,0.9386616488114392,0.8124918724495558,1,7,8.20114956020906,0
Salesforce,Mohammed Smith,Project Management Professional,2025-08-04,2027-01-24,53ac68e57a378f045d3b60488d00e8bdedee9a2b13c26441cce3d7be4187afc8,0.8949513332497191,149,0.6062305765277742,0.8352612968128879,0.8182348860885723,1,6,25.523258622441954,0
University of Oxford,Richard Patel,Software Testing,2025-02-13,2026-08-30,50628d1724d96c0f4232cc37b67555ee185a45fc429d137255ea460c46ef2979,0.9335856270772678,321,0.9124778271225897,0.9166802756618463,0.7282934897967671,1,7,44.49573645663497,0
Yale University,Sarah Chen,Mobile App Development,2023-04-18,2025-04-28,553b1e2e2ab5d380508c259e688125261e8b5e4b88234917377d96299a3af3e7,0.950702364666778,988,0.7405634698691902,0.8581760856703826,0.7949085182096464,1,11,9.852510859962159,0
Yale University,Linda Mueller,Quantum Computing Basics,2023-04-13,2024-10-27,f9a0feae2bc12908165499ccd22bb20f22b37201c61ee73e3abd4582bd3c435b,0.6815668763103315,993,0.9695025292856553,0.8589083279247618,0.9524746193665315,1,5,14.484018891004265,0
Harvard University,John Jones,Data Science Professional,2024-01-06,2027-11-30,8ad695735135383d908c7b9f5a2fa82516326d3a95e4a6a755b9c3cc93faa062,0.9057357838414432,725,0.606036443934077,0.9908039798241433,0.6002166493571455,1,8,39.40486960265119,0
Udemy,Karen Kumar,Quantum Computing Basics,2023-05-25,2027-08-01,1ab41e085860b2d6ab9773142e1582398e0f413acd5fe0c4d8c6b2a5c9c4f33c,0.8567370989676298,951,0.9056096169704974,0.9159194830464593,0.7806833234445978,1,8,29.978095282084233,0
University of Toronto,Ana Garcia,Computer Vision,2024-01-14,2027-09-03,3eb3a2fdc82cdd90eafeed7d75703f7fa5b36ca908b46b11e6f2fc7bb30a9690,0.8754472616921946,717,0.8563961626290554,0.9474048713356021,0.9512670342672694,1,6,15.565746993428604,0
TU Munich,William Hassan,Machine Learning Fundamentals,2020-02-17,2023-11-27,fbed0a2a567f18c5963fd720f23410f7a50a429c38a5c839d55bba8c184bb6e1,0.8214168680921181,2144,0.9276407822393153,0.9620923886688172,,1,3,26.744200545803437,0
CompTIA,Carlos Miller,Network Engineering,2023-05-25,2027-09-22,4f6e3077aa05edb195c4eeb529fb0972e396e44f8b03dcf555eff2eef644a124,0.7267724387016712,951,0.41267550633628036,0.9882845916608363,0.8713829095557316,1,6,25.93436135896884,0
IIT Delhi,Christopher Dubois,Business Analytics,2023-10-31,2028-01-27,00179226c5ced55a844e5d3e9d1a6b6477b0508f93aa83ec5ef12c687e2abc10,0.900092023205548,792,0.8990438421713929,0.9648428582119154,0.7588841194542685,0,9,154.44605047283704,0
NUS Singapore,David Miller,AI & Deep Learning,2022-08-18,2026-08-24,c90dee4784fe7f391e9ede1e573ba8134a923ee7e9e650e34a4d0252237c556b,0.7577553232034089,1231,0.8067915181923893,0.951066954411822,0.915742221452418,1,6,23.41442648000418,0
Salesforce,Wei Davis,Machine Learning Fundamentals,2021-06-06,2023-11-10,aba99b2e8ca2de8be31e9e80b34a75398d1d7ec61aaaa38368ff3451ef3de327,0.7940653239518194,1669,0.5813402677708808,0.9605071992477255,0.8592843853572534,1,12,2.6250816874683904,0
Coursera,Karen Garcia,Digital Marketing,2023-07-19,2028-03-09,22020d4284e1cb7f04b50352623c8a9426d823b93a67fe5272ac58a4ea577c85,0.7755149311601635,896,0.808138159781066,0.893587621114879,0.9431848424497815,1,7,3.913880580936411,0
Coursera,Susan Mueller,Digital Marketing,2025-10-06,2028-11-07,b17abe740db822338a932a1502ece7c0993138b3e941a5023abf167c2d744b94,0.7065579889996981,86,0.5587072877060656,0.9977974672701216,0.7374514158115403,1,12,66.11582766385989,0
AWS,Jessica Rodriguez,Mobile App Development,2020-03-08,2023-03-12,36693c8bff43fccf19952118687043e903d82d3d39056f6c54a3943dc2c94a64,0.798882911983635,2124,0.7276566895277594,0.7724225383306178,0.9810096927687408,1,6,6.320334914103487,0
Cisco,Sophie Kim,AI & Deep Learning,2023-04-01,2027-02-21,bf8d9f87822b7ab6d95611287979532561409b0d172ed85b264e61c377e76a82,0.5723739151296278,1005,0.7936961820228147,0.8790573186114786,0.9792956333446922,1,7,23.73970989591967,0
IIT Delhi,Arun Jackson,IoT Development,2025-08-19,2027-07-28,34e0b5bc234fa0987ba36a4db31f6270c7ac4de732e46468c58203fe404dcc99,0.7413452329086714,134,0.6718136167497575,0.9008584482922108,0.9567050940605123,1,8,95.11600489589273,0
edX,Mary Tanaka,Business Analytics,2021-11-18,2026-06-02,38c7d26db0599365a5656c7bd52b8b933443e683ee0fa52dd0f75cd8984b62f5,0.8757088020243979,1504,0.8551530781316691,0.9840153364918264,0.9122936543264946,1,7,11.149034398115768,0
Oracle,Elizabeth Taylor,Natural Language Processing,2025-01-24,2026-05-18,c95b726508316167cd83837416cc0aaed7a303575915f6024832f6992a857b63,0.5555139521077429,341,0.8428867330209908,1.0,0.9422841317526536,1,4,19.375985404950647,0
Microsoft,Mary Smith,Blockchain Development,2024-11-05,2026-07-16,ee5a1ee977b9f1398ff034ef1df4d750ba42fc768f384335504c36fe5974b211,0.9238401204885178,421,0.8886919651137114,0.9569166517899355,0.967313257002388,1,5,16.571751083876556,0
AWS,Michael Harris,Big Data Analytics,2021-09-17,2023-02-02,0bfc2c981d871c43010d78ca7e7df88117b2e9a6d2fc467394946c03125e604f,0.7686672855155117,1566,0.7090563978027338,0.90410662766475,0.9115227726869304,1,2,19.584109015248718,0
Oracle,Richard Martin,Robotics Engineering,2024-02-25,2028-03-26,9b488a63da8fe5977938d931c2e0b90cb6a27adbfd410893d09bc5ed4c77438b,0.9288405367347441,675,0.8833741527523673,0.8849738720836392,0.8501512407311488,1,3,7.9576638097631305,0
Columbia University,Wei Ali,Machine Learning Fundamentals,2025-12-09,2029-02-24,7e624319060c39a00d8533ef3976856343ffa4066d5814f13001f41491ae79b7,0.38978415387610715,22,0.8810936523191476,0.9943563173700241,0.927310798656568,1,9,7.364550901396657,0
DiplomaMill Online,Priya Jones,Data Engineering,2024-02-16,2025-06-02,04d4ad45df8b2235bb207e8e968b34ee03c6b8703bd3341ab50c3c126d7d7ac8,0.2496,684,0.1482,0.6921,0.1141,0,0,2.12,1
Johns Hopkins University,William Rodriguez,Digital Marketing,2022-03-26,2024-12-21,a3f660c7757c3e80ec0394afc547f8233a49b41f577c9b477b674f508fa14a4e,0.6909098476475042,1376,0.8051723033806392,0.8936955725498171,0.576132090503203,1,8,20.574281652287535,0
PMI,Fatima Anderson,Robotics Engineering,2023-08-12,2026-03-20,dce4ec1ab38a6009679a976e1f31c136cba20991ef9a044620fd8052400d24ad,0.8037248763130592,872,0.9003549096368084,0.9414862826360745,0.8072944206019806,1,4,1.224905591411239,0
Yale University,Robert Kumar,Agile Methodology,2021-08-13,2026-05-27,7fe3734988ed8901301b988bc67938260f803e04f86f86196ea39c50a970c5a8,0.8676113466922638,1601,0.7948280280450272,0.9314219841957194,0.9932817544615938,1,2,32.31292177704101,0
Columbia University,Michael Smith,Mobile App Development,2023-08-08,2027-01-23,50144b3250bea6298eb3e83c915f696b5ea55e4e7efc772f954c14bcf7f7ee6d,0.9528722513385206,876,0.7983143210339466,0.923964849296998,0.7686596750871789,1,10,22.50891098853382,0
Google,Michael Rodriguez,Data Engineering,2024-09-28,2028-11-17,e5fbf91fc51fc2eab2bfc624d1195beb82f58ddcf9232935e9d9bf9d7ee6bcca,0.7885418953010148,459,0.8100228069293025,0.8640842507608164,0.954772684239025,1,6,25.87159009378734,0
Stanford University,Sarah Kim,Data Science Professional,2025-09-11,2029-01-05,d33f044221a4923db1216f6f40f9f8d4682c72449bfa28afc6b755162c24d77d,0.9470114338751923,111,0.7561977743919223,0.897996822465882,0.9428956555979212,1,6,4.505323615343307,0
Cambridge University,Sophie Ali,IoT Development,2022-12-01,2024-03-13,cd86a2ef9efe51b196c2845e8281e0305efac25f06565469c89a29be8bc94975,0.9471423207259912,1126,0.8001837987001923,0.8275588900679514,0.897488038078553,1,5,81.75718740549269,0
IIT Delhi,Fatima Martin,Software Testing,2023-04-30,2028-04-01,c6ec823b8e8efa408193818bfa4302e4807984c7598b406628253496d4825c69,0.8735268675875009,976,0.5711121445168253,0.9238538139681204,0.6770087680153328,1,7,2.787077539799846,0
Johns Hopkins University,John Hassan,AI & Deep Learning,2023-05-15,2027-11-14,006c87c1d0e97182b8bed6485f44cb1bb8c0b26b4fc58991c05f4d3022552fdb,0.9505184356532901,961,0.7540021622412252,0.9503956936756751,0.8410290724715546,1,9,85.85976994316908,0
CompTIA,Robert Martin,Computer Vision,2024-04-04,2026-02-16,7ccc6c44e5fa370f844be9401c5ce8b3dcedb29c9d8721f2b6b1acaf82f70475,0.8780136012339173,636,0.8371523982059146,0.9002516569931873,0.7704033907711898,1,5,37.08308070890522,0
Harvard University,Susan Thompson,Quantum Computing Basics,2025-02-26,2030-02-05,23ae3a90778e67469a41af89467d30a33c54617465c88607a5ddda37ff34be28,0.8327096736785226,308,0.8472663496510884,0.902787517949822,0.8677069119857954,1,6,7.537192340000695,0
Columbia University,Richard Martin,Project Management Professional,2025-08-21,2029-06-06,14b42c6f1ea3eff25a0201e828504356e8857b7fcab18f2baba1c72be26037ea,0.5784730783815722,132,0.8886652241290207,0.9733822911606567,0.9082262128541765,1,6,10.885639536284888,0
ETH Zurich,Michael Dubois,AI & Deep Learning,2023-06-24,2025-12-29,aaba68da6517f1882d4a93465b974817ab1018e0174bfd3f9f91216efd77e22f,0.8351426709339248,921,0.70804559850855,0.9687145380589332,0.7198961270461094,1,4,0.6991036217129413,0
Cisco,Elizabeth Wang,Robotics Engineering,2023-07-27,2026-11-25,18bc4ebd3c01fbd766805aab628258a32e42ca2647efc2814ae070e25fdb084e,0.8579187951657512,888,0.6461759007314889,0.9535056648703072,0.8755102150658791,1,7,7.889146502983955,0
Johns Hopkins University,Joseph Rossi,Quantum Computing Basics,2024-05-29,2027-01-01,dbb7bf0546719accd46f97d97f738cf7595f6408a0165e751640d8834e0e1554,0.9359285710700427,581,0.957987087965009,0.935234798276412,0.9197038146391938,1,8,20.056333832637886,0
Stanford University,John Miller,IoT Development,2024-04-15,2028-07-07,a7f950a6c97e105c6827e257157c3285a1b29d2a5d54fafdcb35b5060a459bfb,0.8389382424441839,625,0.7076224726379834,0.8527363647675126,0.9416838025119915,1,2,14.157832212999379,0
PMI,Elizabeth Davis,Data Science Professional,2024-05-14,2026-09-30,fa20caf6cdf6559d03d96f4947fee97985640f7c96f262c476bf8e2c4e5236b6,0.7161442284809524,596,0.8396729842565948,0.899319252334624,0.931204291314,1,6,27.801817020783027,0
PMI,Sarah Kumar,Mobile App Development,2021-11-21,2023-10-01,46eae3a714ac2654591c260108d3b14e75a5d35ec62a55e2c9f88947ac90bfb7,0.9716780724630151,1501,0.7730073713126379,0.9582415953203103,0.8062628969519875,1,6,12.353661287103572,0
Columbia University,Susan Hassan,Computer Vision,2021-09-18,2023-02-22,b967dd3dc37183cf803cceeea18f1af63ac1bdee1ec0c7e627c4f8afb6ef85b9,0.8808444229395299,1565,0.5345501783099569,0.8977353595612788,,1,8,51.49332236561281,0
Udemy,Pierre Ali,Agile Methodology,2023-11-30,2027-03-18,43f7c9fb5057feb2a3a872d64daa4c21b756ef8a9b9c6c4aba1e246fc6f06537,0.718058023094064,762,0.9208053754837725,0.9560121929974925,0.7272610811183496,1,11,12.535612925860743,0
ETH Zurich,Arun Smith,Software Testing,2020-04-28,2023-06-26,8550e7104bfefbbb22f424253fc7a732afcd557665e132c118341e334e211120,0.9655880240991467,2073,0.8821756124050573,0.9031925382658271,0.9535121403121317,1,10,8.290618377105558,0
AWS,Karen White,Cybersecurity Analyst,2024-04-08,2029-02-13,eb1fd50e7572bf920741eb687aa6880f21808625007667c7989854a2ae9239a0,0.7849315157240184,632,0.928217002765964,0.925628677653977,0.9623162439941578,1,6,63.26031449820705,0
Adobe,Barbara Harris,Cloud Architecture,2024-09-15,2029-03-28,582a7c3f49764764bb749e6046c1935ee4be91d55ded86a5da96d7beaf2fcde5,0.7811585947863031,472,0.6171934831955858,0.9360794357537456,0.9381717635458927,0,8,0.09535544777915732,0
TU Munich,Jessica Dubois,Full Stack Development,2021-02-16,2025-03-04,2ccb0944801aa8ac6d257aa8bf0aa09379f84e4dafdce1e47f8503fc98d855e9,0.8754880310203833,1779,0.6572826357227061,0.7620571294626672,0.6398341420503877,1,8,62.2586349581162,0
IIT Delhi,Thomas Ali,Natural Language Processing,2021-04-02,2024-03-12,1fca229e229feb0c9ad7cb6c752c9cb486810e0479ab1ae9acc775b9acebf38c,0.5583586389624304,1734,0.8193061727841912,0.9548638270623044,0.7200076043273658,1,7,10.980353246526436,0
Udemy,Jennifer Garcia,Blockchain Development,2024-07-24,2029-02-06,e9e4b6237f3e27c57b9d5dcdac4cb8bfe4f4c9356ca10ac5d315e34326fffa97,0.1308,525,0.3408,0.5853,0.0412,0,0,422.54,1
PMI,Richard Wang,Software Testing,2025-12-13,2028-06-13,e00a533861eef3b95133f8976cf50ea6f966d3a8c0452857a4d44df521aabd6e,0.7080316688117234,18,0.7240690417155279,0.9153020288745848,0.8841106790929474,1,5,21.90258320193683,0
Udemy,Sophie Patel,Cloud Architecture,2020-11-06,2025-04-15,439867c493d2191dfa3683eadba51e25b458811452dab047dd6d6fe5c12d28ef,0.9527740431427286,1881,0.8429434722455681,0.9380759713863185,0.8932411711480993,1,5,0.6895610253945387,0
IIT Delhi,Jennifer Chen,Quantum Computing Basics,2023-09-19,2027-01-25,f26b9937281582156b8fc0273abb24589511fc3c16633bd9ebb385e3a881c20f,0.776950469111387,834,0.8195615169067947,0.8067081592107236,0.7134321489412854,1,10,1.6303183664335672,0
edX,Linda Hassan,Agile Methodology,2023-02-23,2024-12-06,9826db8624365df992076e6317f0abc2644511c1a682d033981de3ed186a1b81,0.7081423940252131,1042,0.920305970539591,1.0,0.7967386088811392,1,7,2.00505247226024,0
edX,Barbara Jones,Machine Learning Fundamentals,2021-10-30,2026-05-07,ce31a5d042569bd7834f8a227279e7aa207ce4a0ff6d3b048e783ca36deaa6c0,0.9609012465805234,1523,0.92687889468183,0.9797703326611533,0.9120227126706183,1,4,83.85826185354756,0
IBM,William Jones,Blockchain Development,2020-07-14,2023-12-20,36194841a0d45fd26d8417ae01d34d68b6566f9fb378c7be62ac76642ec45d60,0.9899625098884891,1996,0.6560553407626862,0.9251611547242335,0.9762455342449446,1,6,54.706075202128744,0
University of Toronto,Yuki Thomas,Agile Methodology,2021-03-23,2022-12-04,cf0cdec2504259be0d637eb98a4a4b31e9e6762f3058940b0f0b434dfcd9548d,0.6255399317250292,1744,0.5497166706272688,0.9414043913687234,0.966350817663287,1,7,29.280927746304208,0
Udemy,Patricia Chen,Agile Methodology,2023-05-22,2028-01-24,1524e4ada18cbb5eab62e1b349839a859b7c1c659b1ff9400de073f98519250f,0.6527785384888286,954,0.903559040226493,,0.9337343548490197,1,6,19.11732048605578,0
Columbia University,Susan Anderson,Big Data Analytics,2024-03-13,2028-09-14,7790ac4d4462761c9bc2ceec769119c6e76763222bee84a0af447d9938e89ed9,0.8392825441932339,658,,0.9686221946518875,0.8044752904713526,1,3,71.18528464039173,0
NUS Singapore,Ana Johnson,Business Analytics,2024-10-01,2028-11-13,179c087dde90e5804bd8a0111284461a2ea02341b90f066ccfb38d00c86e48aa,0.8171087075256159,456,0.8553695313843439,0.8694129584411253,0.947818712116992,1,4,21.009372615279162,0
DiplomaMill Online,Thomas Jones,IoT Development,2021-05-16,2022-05-05,32bbf5a25b2ad83c30c566f56d,0.0574,1690,0.3982,0.9503,0.4581,0,3,87.51,1
Salesforce,James Ali,Blockchain Development,2021-06-14,2023-05-25,76c77c915402b515f14b589cc25e167f4d3073d88f623858497a423843ea8c04,0.751965464594253,1661,0.9115877478927753,0.9859235070660468,0.9495025280019702,0,9,32.87898978107774,0
Coursera,Joseph Johnson,Full Stack Development,2025-03-17,2030-02-24,58981e3937a8b8059372008ef88e60c3f27c9443c0405fba6c797d1f98592940,0.8221884395652836,289,0.6929602048774046,0.9040112580837848,0.9095656796084542,1,6,37.412881272427605,0
TU Munich,Sophie Johnson,Machine Learning Fundamentals,2023-08-30,2026-11-11,61bc48d865d987b4d2a3f5b411ef1b38124287622d862710227b1445459ba325,0.5371843641628304,854,0.9072702696158729,0.96365881935927,0.7457565439238785,1,6,0.5891708072140625,0
Cambridge University,Karen Harris,Cybersecurity Analyst,2021-03-31,2023-05-29,81f007c92b68017d29b30943b5883322b93793395a4e41abf7adffc772e48f47,0.8893219271575926,1736,0.7959706619316314,0.9765789582433525,0.770492741170847,0,7,17.51835055783119,0
Salesforce,Michael Williams,UI/UX Design,2021-01-02,2023-07-08,4567c003243609460d1177477002ee5ad22f09da66df195a09a32aee1eead194,0.9314276345908407,1824,,0.9657022678835001,0.9558081783234248,1,7,1.6430924619864289,0
InstaDegree Corp,Arun Ali,UI/UX Design,2024-06-09,2029-06-02,880b75e3b73e208338e6d496b60c0fd03bdb84a104f2cdf1a93e7d53bed1b5ae,0.1455,570,0.6572,0.5997,0.042,0,1,150.46,1
Salesforce,Wei Johnson,Business Analytics,2023-12-13,2025-03-05,1bd19a344cf2281ad7b96f808cf03f586e0b9d83628eb186bd89bdd97c66f0c1,0.8059185921397694,749,0.625322116565342,0.9301146960619768,0.9259651118303798,1,7,147.80945635055036,0
IIT Delhi,Carlos Thomas,Machine Learning Fundamentals,2020-11-01,2025-01-14,060e6928ed122b51d736ac5c98fa2743138bbf14a8fe806aaaf81049c5405c53,0.787875806506456,1886,0.8158344629913218,0.8548699104862236,0.6260926494407918,1,8,35.91063547458593,0
Coursera,Elizabeth Harris,Database Administration,2021-06-14,2022-11-06,667025135c3e87c341a2ed594b87bfe88d64ea40cc30ef0e17ff603853dd3210,0.9070915720268654,1661,0.8140780372383023,0.9479582943340277,0.9084564830546885,1,7,6.710005308518311,0
TU Munich,Mohammed Rossi,Mobile App Development,2022-09-18,2026-05-24,cc9bafa6dfb0830424a68c2e3c742499f0449c1583d9a65571add4010cde4590,0.7000154970534299,1200,0.9102963198882931,0.9301081346886193,0.818131443863891,1,6,11.569315449590018,0
Microsoft,Barbara Smith,Quantum Computing Basics,2022-12-01,2025-12-10,2d4a50424276250d6736b0bfca4f23208e69377e45033b584864c74f32dd6f99,0.7109180239936015,1126,0.9234566653240343,0.96650831144408,0.8919917765933029,1,4,104.86038824586399,0
MIT,Wei Williams,Mobile App Development,2024-11-12,2026-03-12,7d6ba04bfcb72a9be6bea5851ac4a7b523d937c648b971fcd03c9a02dfbae6de,0.8415956201760708,414,0.9571294311836321,,0.9657349489161411,1,9,21.134383673125804,0
University of Oxford,Ana Thomas,Robotics Engineering,2022-09-27,2025-01-14,293f59b1f7528c8afac36bd20f0d2e3a6cb4995545180cf54c715eb6aabf340d,0.6922343423814499,1191,0.7101208302067062,0.9775926187928401,0.9617820448000339,1,7,14.55057863078856,0
TU Munich,David Harris,Full Stack Development,2023-07-31,2025-06-19,fae96d96c799e39622c89a75df6748e6bc3a5a4b23246a7551650868d8703935,0.741308375950138,884,0.9726042771072313,0.8988129989204718,0.619187455413234,1,7,20.14362314892805,0
Microsoft,Wei Taylor,Data Science Professional,2022-07-21,2026-03-27,bafb697e16da6babc844c26166161f23cc26e01f79cd01ffcabaad9b1642184d,0.5583990181315368,1259,0.7630995507165064,0.8906035828729548,0.8562451956251669,1,10,12.02105687042545,0
Yale University,Yuki Jones,Software Testing,2024-10-19,2028-08-21,197c9db30b95381599ed85373492b530cfb5119a10c79d60a570a42c7979435e,0.8872127032753904,438,0.6484004969762636,0.858346249380134,0.880150060736533,1,7,0.10286983479747615,0
Harvard University,Carlos Davis,Agile Methodology,2021-03-28,2022-08-15,56350ef975c94bac7d6222f25f6a92a0d1931ddc2a2daa8a20bb5b27d68f30fb,0.9480092124093643,1739,0.8975672121249455,0.9108716432845344,0.7562690710306703,1,4,33.487275532871756,0
Harvard University,Patricia Santos,UI/UX Design,2025-03-05,2026-12-23,4c8ffa0de85b8a9714c0e1cb3d1673a28707bc6559e13fe2d80a3e38eab4b9e5,0.9368877344217231,301,0.9321277712126035,0.9141892104479834,0.7705143819577203,1,16,22.140886113753965,0
ETH Zurich,John Thompson,Machine Learning Fundamentals,2021-09-27,2024-09-13,114b4a8807530f4f85398d18c3044113f200bfa00ce2cb28571e977b7c7d96b4,0.7567227569498945,1556,0.8623625577652761,0.8837947103801487,0.8030557880548373,1,9,7.567272261395744,0
MIT,Sophie Wang,Natural Language Processing,2021-05-22,2022-07-13,85d44f8d3e97d18216ee739f495a9043edf52fe31932eb7f5029daaccdf293b5,0.8539416873576615,1684,0.862542813035649,0.9331392026636646,0.5731205062552462,1,5,6.311215232825467,0
Columbia University,Susan Jones,DevOps Engineering,2024-02-02,2026-12-31,8d6f9da3470892dd6ff62,0.0199,698,0.4,0.7329,0.1442,0,0,104.76,1
Coursera,Mohammed Santos,Digital Marketing,2022-09-16,2026-05-05,3145826de79abfb4d64c9ce11638454f77b54c0b3471531327d8f86a485bcbd3,0.9162162630818282,1202,0.9533492747506461,0.9824101944035386,0.6731451530046132,1,9,43.73995800346663,0
University of Toronto,Susan Brown,Data Engineering,2024-05-17,2027-06-01,fe125c7ad861588b1f51e90f05970d456b8d9f5e17b9ce1cc8aba92882426998,0.6222332657097789,593,0.78671921736903,0.9262103898481516,0.9185299973714605,1,14,38.80251550218102,0
CompTIA,Michael Thomas,Natural Language Processing,2020-01-21,2024-06-02,81a463b00d0d625b6550198203317d91c544e11916cdff0cf1d396ccd6935721,0.7704101609295158,2171,0.8978634631015188,0.861434495553687,0.8817255858085248,1,6,53.31955953799861,0
Google,Robert Garcia,Digital Marketing,2023-02-14,2027-12-12,b3a825c0b027aaff1db57d4a1c7e61f28be1dbe536c17918359dc39bd729687b,0.7923358895772441,1051,0.8935057369657079,0.879405779429999,0.9606925962571895,1,4,4.777370232917957,0
Yale University,Mohammed Garcia,Software Testing,2025-01-10,2027-02-18,38252acafe382e31db5c5b81c7627012c484c7fda04e3be5bdd8c9960460132a,0.889985571558661,355,0.8132383258774659,0.9811573646037484,0.922273452994539,1,4,38.174099843352934,0
Columbia University,Michael White,AI & Deep Learning,2021-11-03,2026-04-01,891108294d5c28f7e7830d47f0b92917a8eab7444763ca4d93b9961adf989e1d,0.8477890210162033,1519,0.5439568930721509,0.9354259572517643,0.9203329518402426,0,7,48.71337872309301,0
TU Munich,Sophie Miller,Cloud Architecture,2020-01-15,2024-06-14,42166035cf4ed1664afa65a2836c0c4c8e27b45f5ecf8476a84d7714dce1bee4,0.8162650906038675,2177,0.8231285499176295,0.9012019077261451,0.9973444419149322,1,6,63.75392528468848,0
Harvard University,Linda Mueller,Mobile App Development,2023-12-27,2027-06-21,9ba59618d4d55be0df445cee66e6c976af47b6b96b4a91d41cb3fd16d60cb5c5,0.933090191136017,735,0.9707544098973503,0.9341691835244929,0.9383868969631824,1,9,22.835748731545785,0
PMI,Carlos Kim,Cloud Architecture,2023-01-30,2026-05-22,77991bff27d85baaedb804563841cd6c79d3125c3b9e09e92a6c33696ae137c4,0.7353876055556178,1066,0.6048923057293,0.9381542387979858,0.9888557995697309,1,3,40.8232717420044,0
IIT Delhi,Mary Harris,Machine Learning Fundamentals,2022-07-16,2026-06-13,434f60a7847639d14aea94a68c1f8f81165b83f93758c9f76615ca856d7fb9a1,0.8847472721400912,1264,0.7242680805251088,0.9724386512862963,0.8913913864392878,1,6,11.387726104608843,0
NUS Singapore,Priya Martin,IoT Development,2021-08-20,2024-07-03,5a57be75519ae82d5588b199c8a680228845e533bbec211d1c9e9811574f0557,0.713346967049109,1594,0.8723168868020257,0.9192622548222817,0.6250506757651594,1,6,20.593915206757753,0
Columbia University,Joseph Thomas,UI/UX Design,2024-04-21,2027-03-12,20fc8fb232d5718c39016c28780f0b092a4a5e36b2d9d95d371a83061e175280,0.7283555791323024,619,0.9800057850797896,0.9774365492838785,0.9344976164569777,1,5,31.287387299683775,0
ETH Zurich,Jennifer Martin,IoT Development,2024-08-20,2027-05-18,670459c6bfaad619a51d35a73e344c5f7d3ab5be1d735e638a90df9b232f893f,0.6829614642982463,498,0.8976172925393225,0.9293456844992218,0.9512042754797265,1,8,53.82623922061081,0
Udemy,Christopher Tanaka,Data Science Professional,2023-05-27,2026-04-03,50fdba22e0288acf65ed503e46a02b9f061f849feedcbeef794fdf5b3bffbc80,0.8669725012681911,949,0.9760813920994373,,0.9177823238406194,1,4,29.944560710304312,0
AWS,David Chen,Cybersecurity Analyst,2021-09-15,2026-02-06,b754bd1c4c25e262e99db7de9b0722b59a6dae385900bbb4523d8411601b5e0c,0.8397892815519323,1568,0.9326634438193399,0.8940080356987713,0.8559022260422858,1,2,43.7176450570931,0
Microsoft,Jessica Brown,Full Stack Development,2020-06-23,2022-01-07,4ea26722246a606d00ad52c94c51e5a96ed4a5d4dd66edcd88353b0e10b507f9,0.8934485964297292,2017,0.8895014820992747,0.9161271172289179,0.5396557878430365,1,5,97.95965773547451,0
Salesforce,Richard Jones,Network Engineering,2022-03-09,2026-02-15,c2f83a89effdc1398706d8d539cb0491ebe930db04626700c5810ccd871bdb10,0.7740090833009504,1393,0.7962710639336709,0.8533461566929077,0.7896774774470479,1,3,0.7530078010004002,0
edX,David Santos,Quantum Computing Basics,2021-01-12,2022-03-27,66a130e3b7ecf91713466c6b32c28800899a01b2aaa039d6c93447e523706ce0,0.6048866459837046,1814,0.9281111097035297,1.0,0.7760724710276217,1,7,6.7144276179299505,0
Johns Hopkins University,Robert Jones,Robotics Engineering,2024-10-14,2029-02-13,7a58156c4d648c8878bc2f93b2159fde64c043e2fb4543c3ca9572b844310838,0.3687071819607322,443,0.7564817897667905,0.8332621046499304,0.6244161735230871,1,7,42.53772416448007,0
University of Toronto,Mary Chen,Machine Learning Fundamentals,2020-05-12,2025-03-14,c97782d5869fc78875a67885327336ba3b817f031ab271e6a5267ecc926a3738,0.799812334605138,2059,0.6760435332166127,,0.9584987806131456,1,6,8.064360476737253,0
PMI,Jessica Smith,AI & Deep Learning,2025-05-08,2030-04-19,fef8f146f9d481fb186189d2a66e834eaadb90efac128e453a17976890cb4dac,0.4678066858171733,237,0.987427335810577,0.9129252451597526,0.8445134309045569,1,6,36.84204689728509,0
Johns Hopkins University,Michael Jones,Project Management Professional,2023-08-27,2027-08-03,8414f578eea8376b3e6af478dc51c7403ec6cf333dcfc13b48a448fc42179d61,0.6273627105590929,857,0.7420684259471662,0.8947182866698616,0.8319623327082397,1,5,113.46306693100087,0
Salesforce,Wei Martin,UI/UX Design,2025-02-18,2028-06-16,edc2d773f18679b8efe40379d5bdba9382c7f122abddf991a6d9ba9ba35826ac,0.7460918548648086,316,0.7436754472632886,1.0,0.9126102181739848,1,6,5.028482773198757,0
Columbia University,Arun Johnson,Big Data Analytics,2022-10-12,2024-07-03,a9ab3666375c0ce7bad1269c6647d600d0f7936b12efbf75a94f94ff54e91814,0.7065142287950957,1176,0.8236616186267751,0.9859390507762481,0.9372802433917987,1,7,35.11079466243319,0
Stanford University,Sophie Smith,Mobile App Development,2020-05-15,2024-05-24,3b05599835230cb5c07ba87d20ef8023ac25deaeb1d2ec5e6804da75b35f37d8,0.9155005784081314,2056,0.9368656689127012,1.0,0.8503351112637131,0,2,24.73713799145434,0
MIT,Robert Davis,Machine Learning Fundamentals,2022-07-02,2025-10-06,d68c33b87a61e6e5879dc53fc9ec3c89daa0e348689f13234b331b2e048c9b62,0.8018128225540712,1278,0.9366943204705883,0.980185900729599,0.9971929913686209,1,6,25.149716550946838,0
Cisco,John Anderson,Agile Methodology,2020-03-23,2024-12-03,51830483b68c59155e26394965df98a7408b954eaf822a14c7e8c0abe9dcf45c,0.7304661478892989,2109,0.9622320221703353,0.8969130274551363,0.7733922389654795,1,7,13.38871372562481,0
Cisco,Jessica Garcia,Cloud Architecture,2024-07-26,2026-12-13,e519a41c71dfaca409f60756da0882819c301a27778fa353eb7b29fcfd41925c,0.8667703635959851,523,0.7258791170412882,0.8824944006422605,0.7958986594734402,1,5,104.44679656242728,0
Udemy,Mohammed Rossi,Computer Vision,2021-05-14,2022-08-10,2da3dd0301c0c449b8e8484862a2b74dfa94bf9f76662ff8af706a2df9t6f1f6,0.0499,1692,0.1564,0.7284,0.1106,0,0,17.32,1
CompTIA,Patricia Patel,DevOps Engineering,2021-03-26,2022-12-03,6142d8ff067f70d65e130caae371009f1b0b81b098cae343bde18512ba70c8df,0.6847410134956129,1741,0.8034382990027786,,0.8972162643456294,1,4,0.21552793717972354,0
Harvard University,Linda Santos,Business Analytics,2025-02-16,2026-07-04,a50f881e1f6b21d03bdb352e06f978f6cd3f9c07b8a0f375b566fafe8fc9ae23,0.7972453509932985,318,0.9115889399398818,0.9039400619848363,0.8598296060189949,1,5,0.8155370391691775,0
Salesforce,Priya Taylor,DevOps Engineering,2023-07-02,2025-02-01,6f0f705c9ef522d8ccc8f9842167d31f91136bd35fe1cc86322935b80e52b452,0.64853986115697,913,0.8712169557713118,0.9661231088549166,0.9060706983313335,1,5,12.850057800223508,0
NUS Singapore,Susan Dubois,Natural Language Processing,2024-11-23,2026-05-17,8b462d8984ea0c7c66afe371d8fb88f138d806df298fc70b932f198e409d8112,0.019,403,0.1245,0.3935,0.1177,0,0,64.69,1
Cambridge University,Ana Chen,Natural Language Processing,2025-02-15,2027-08-08,dd5888e69e77bdf8dd990fa410784644bc6fbc3a8007b10b5a78f57ae7109b13,0.8693002672420531,319,0.806546685597837,0.9547317953859717,0.874641086091028,1,6,18.480026922862926,0
University of Toronto,Susan Taylor,Natural Language Processing,2023-06-21,2024-11-15,2ebb99bb484da3f67cf2a9d8563ab2312d4414f9cd6e9ff158debf92ffbea4ec,0.4345463276465866,924,0.6853668946358752,0.9008114919789592,0.9512089453911907,1,8,7.71746766030637,0
edX,Sophie Thompson,DevOps Engineering,2023-05-27,2028-03-12,a619face697942171e657102b382cc68bd36b4bc064a93fb88e3d2e383a17ce7,0.6145168531395835,949,0.7007121807054134,0.9403031767980854,0.8539826828154012,1,7,26.802019380165135,0
ETH Zurich,Jennifer Martinez,AI & Deep Learning,2020-12-10,2025-06-19,6260a006537a5ee1c30671eabeb2ffcecd29396673ce68a36d18bec97be6f696,0.9212897233338616,1847,0.8713343517192519,0.9077827818150733,0.8038570438055012,1,4,25.342418456079447,0
University of Toronto,Arun Smith,Software Testing,2022-04-30,2026-07-02,52bb9fb2594be39676dff0a56d4167659c004bc1e645c76fb4730a04ed3acbe0,0.7367288413422554,1341,0.890500528486852,0.8052073554767422,0.8218892137407546,1,8,0.7427342066573217,0
NUS Singapore,Carlos Hassan,Full Stack Development,2021-06-01,2023-04-27,4060e0cd7408cdb962e30243cb94bd985f6a640159203a018211d0310065fc82,0.8022547192715382,1674,0.8146191214700476,0.9937261972995235,0.8747723401227189,1,7,29.605865929346784,0
MIT,Michael Dubois,Software Testing,2022-02-16,2025-04-07,17db2546be4b8747ff9446ebbbc6235ef492df46add8f6a59ee66f4fbbfbe67c,0.8667888089604325,1414,0.7741664922012308,0.9116155903187431,0.9519519460901025,1,7,18.8870903973436,0
Johns Hopkins University,Sarah Martinez,Quantum Computing Basics,2024-02-25,2027-11-23,688c254510a26322f4443f36e5982b3d5bb1a9ccc01a37a4cad10538f22e1295,0.9583998159814374,675,0.9472491016897397,0.9525471584590838,0.9530904839928609,1,4,28.86344563471682,0
DiplomaMill Online,Arun Davis,Mobile App Development,2020-11-21,2024-05-04,1a89f666f056,0.151,1866,0.2283,0.4251,0.002,0,0,193.03,1
Oracle,Yuki Mueller,Database Administration,2025-01-07,2027-05-17,e65828566c08c082e432b148f69ce71492cdfe2af9d7f0722e27bb599f296be0,0.8952992827179408,358,0.8914418925388506,0.9783871026301832,0.8360558633201517,1,9,29.388096475099246,0
Cisco,Sarah Johnson,Full Stack Development,2020-01-27,2023-09-05,4970beca9110238314da7f713fd3d9d16552c31521724e9596cf469398e63bc1,0.6740900128382178,2165,0.5732972629904807,0.9482747720707012,0.8707528804885409,1,6,90.72527802173295,0
University of Toronto,Linda Kumar,Cybersecurity Analyst,2021-12-14,2024-02-02,33eb768b500d3c107e6669e38faf16e4c736b3aed04b1dd6d4ea84cb5d7aca1f,0.673688509805264,1478,0.7297756760363131,0.8645395089739684,0.6677809368997616,1,11,2.64825807751244,0
Cisco,Mary Harris,Data Science Professional,2020-05-07,2021-08-29,40cd37f71e031c81fba62395626e10f8b7f39f0bb687c06e40f072156a9c9b26,0.7871698409565108,2064,0.763539406056325,0.9471794558164545,0.7441889697936015,1,4,26.62733086527429,0
Google,Wei White,Mobile App Development,2021-03-01,2023-07-28,0e84827bc1c65a53578f5b07905cb88525e34f388eba40309b5f1c29fa238081,0.6297561819706547,1766,0.9631911445503768,0.9339643508292745,0.9417141961966171,1,4,7.76181412158396,0
AWS,Pierre Chen,Big Data Analytics,2022-11-04,2027-08-01,22f14e7ce4c0f9785d94b50ac54259c18a6654235bfc77eeb9e5c06cbb61f90d,0.684457471275561,1153,0.7951763139030614,0.8320714301415908,0.9230266938465621,0,8,27.313353703768204,0
Microsoft,Yuki Johnson,Data Science Professional,2021-06-19,2025-11-13,b6debfc4a3ea7734c728dcbf2bbde96e05f7d68877938cd01d534edebb6da6a8,0.5610723389698233,1656,0.7381062791750687,0.8715665249158367,0.7136554124124864,1,10,7.262642559877349,0
Coursera,Christopher Tanaka,Data Science Professional,2023-04-13,2028-03-03,750d4fae5107c44d21b335f94ff3cddb2f1990a7fb8c23da7f98ce6f630beda1,0.8123359905200094,993,0.9156999220058524,0.8392771513977655,0.8878595754109088,1,7,18.01191313046155,0
Microsoft,Sophie Ali,Business Analytics,2024-09-11,2026-05-14,9fea9d37692518425673da55f6e7cc7babfa8776e09b35c321d36c393fe42de8,0.9585046760478607,476,0.7035925795268368,0.8861209012945698,0.8948831813575264,1,9,9.385941134507187,0
Udemy,John Chen,Big Data Analytics,2022-05-24,2025-10-19,8bee78792e2adba34e0936a259a74ff48639c2ceea0581c026e72d4e756cbbd8,0.8349640634982354,1317,0.6022868156372136,0.9631476304926859,0.7561512983147448,1,6,27.78376337798093,0
DiplomaMill Online,Wei Ali,Business Analytics,2023-06-19,2025-04-15,b7727272d3a5620da9166c6f580775282f20e0940fa2adb27cd9238f4f23b6e0,0.0035,926,0.3471,0.3999,0.2248,0,3,68.74,1
IIT Delhi,Susan Martin,UI/UX Design,2021-03-19,2024-08-27,6cfbadef30eb692aa46391f8b6635a75c734122435246d6bb65cfcd5d5dd1c2b,0.9354677993591134,1748,0.75809227623345,0.8234819350999827,0.9504006396882222,1,9,16.262102779973386,0
Microsoft,Patricia Wang,AI & Deep Learning,2020-12-12,2022-09-12,35b63351ef68e622ca145192a56f508d45431c9f2aa6b2c688727c0bb8d37253,0.5034701131147029,1845,0.8762688626211714,1.0,0.7875914562104939,1,4,69.42161444804944,0
Cisco,Robert Johnson,Quantum Computing Basics,2021-01-09,2023-01-08,6537ecd7906f36b6469605cb6bdd228d9d9715815031af2f4e9572575489dca3,0.7048332573162219,1817,0.9195503692767222,0.8629772394273296,0.9859417197028397,1,5,24.821024842507292,0
TU Munich,Patricia Miller,Cloud Architecture,2025-07-30,2026-12-14,367a661d584323ca50aa882e75cb277bf1b7237c1197bb543f588a2c0e3f8acf,0.9414549608751619,154,0.9318444761436991,0.890215688694511,0.7598335420178755,1,10,37.95070481897603,0
Cambridge University,David Harris,UI/UX Design,2024-01-17,2028-05-31,8a6d7a4ec7dafc01bad167276272c260e44267e37fb4561a4b685c9fda49f5ff,0.7676641354398461,714,0.9288725951726244,0.8915255028865039,0.60115855432698,1,9,5.894091752175941,0
edX,Sophie Hassan,Mobile App Development,2024-07-05,2026-08-03,d86ce1659228722d8ec5f5183edd6ca7eac5014d7697a83cb28caffe0c4520c6,0.48271499796395057,544,0.3663062190449484,0.9991625823902346,0.8950164999984095,1,2,129.19122840405805,0
IBM,Yuki Hassan,Data Science Professional,2023-05-18,2025-04-17,efb8af7ab3d1137e97b5abdd3f61aaeb9d13e6c6bcbc6646c23fad58b81fa56e,0.8977700218550141,958,0.6417790115804946,0.9513444332871989,0.9160440912070545,1,5,11.194711695590875,0
TU Munich,William Miller,UI/UX Design,2022-01-21,2026-06-06,055f395e0ff2d65615a52753c246b7d9b5c1d09d137237f86a0f86a37b23f621,0.7036258414486461,1440,0.8875501838535723,0.9131613039517111,0.9233441373570581,0,5,1.7265998864747252,0
Udemy,Patricia Garcia,Big Data Analytics,2026-10-07,2027-12-07,762e9979ac1eaae27f7051b3605a02c0f76a95d510265eb34cd0e7aba8780d0b,0.3728,-280,0.3517,0.6211,0.2904,0,0,50.97,1
Stanford University,Fatima Wang,AI & Deep Learning,2022-02-05,2024-03-17,5ea5db55f0b415bb1fee0cc60167e14c5c3413aa72385444baa28f14cda21915,0.9571813187752423,1425,0.9772317304296934,0.8381300574552041,0.9185037544886101,1,3,182.37222440444407,0
Microsoft,Mary Ali,Natural Language Processing,2023-05-21,2028-05-01,abcc76fbd14484e0f58ff206d37d88f3c7257819474153a15d1203a6987640cd,0.7543706400131981,955,0.5258200482015619,0.9978200164491093,0.7894472437022554,1,10,9.686427632998424,0
Yale University,Wei Ali,DevOps Engineering,2023-07-19,2027-03-07,a961c364d64ea025612f423d46209555da2d79473b5b911e1415557e0c82f1ed,0.5928804138755928,896,0.8528994789700044,0.9435202337627188,0.9778952778852849,1,5,30.945114327035594,0
NUS Singapore,Elizabeth Santos,Project Management Professional,2025-06-24,2027-07-23,40e15fbec44cd1749aed02f38d9ca61b25bf4fa5b1423e7c02a0b9128d1b93c4,0.7341622209470245,190,0.6617473374816264,0.9559604482572722,0.98003197846856,1,7,12.2241733616138,0
Yale University,John Santos,DevOps Engineering,2025-02-11,2028-09-18,f2db44d2fa282ab9401c517363defa0e35635a9ae43e58adf79c06bc5ccd6e6e,0.9333021547505868,323,0.9242508769408443,0.9234841685637155,0.8499374191973083,1,5,22.65002485944902,0
Google,Sophie Mueller,IoT Development,2023-07-07,2028-05-16,c4532f9891fd19218f0e11b8c1febf6bd841bff6fcc19e61c0b4f113a1d69a2f,0.6028715036180748,908,0.985843891641357,0.9057195741305478,0.8440909040136366,1,4,53.345184971822,0
Oracle,William Anderson,Cybersecurity Analyst,2024-01-03,2028-04-16,c12bf88e7275a27910ab3f9960e8742eebc53e7650fb61fc56febb8d5304cfe9,0.6796879307483745,728,0.7020767501633012,0.9636393315494559,0.9439581092408547,1,6,59.31734543692978,0
AWS,Thomas Hassan,DevOps Engineering,2025-05-16,2026-07-18,ac54823262b94a1c4c3ff4e6bf0c8f38f0ba139311a4aaf7fa4cdcd225b384a0,0.7692035716542678,229,0.8727381059561126,0.890317263465451,0.9813750362989675,1,8,12.172972368791356,0
Microsoft,Richard Rodriguez,DevOps Engineering,2023-10-30,2028-01-25,d92072cf2b7b8cd1e88e909f8a6b3c571cf985fcd647a16139837dfc9876bd45,0.9748736471393247,793,0.8048388333683686,0.8219909977384418,0.9038259799424939,1,8,39.181339401319576,0
University of Toronto,Christopher Tanaka,Data Science Professional,2021-02-08,2023-05-16,bae76e4a559df3f0f3397974ff35adccb940f06870426ecc0e606159297e07c8,0.8303450846014876,1787,0.8586073720468587,0.8928109048841166,0.8870738296153857,1,4,7.728183703420199,0
Columbia University,Christopher Kumar,Robotics Engineering,2021-03-17,2025-03-28,5bb7abbc923f19bfcf1c0d7e476e154f55c25c12c74b8024568c7bba212a6c5f,0.6709452218680673,1750,0.887129799995746,0.9308514009991405,0.6860066726756396,1,8,5.762420331236067,0
Microsoft,William Johnson,Machine Learning Fundamentals,2022-09-14,2024-05-14,6b45dd289d539496707f8cb52d28179f4f3a207d00762a397558a06ac5e9c314,0.8049035902266352,1204,0.8655930527675529,0.9389083578913677,,1,3,48.81187155826423,0
Microsoft,Susan Williams,Agile Methodology,2024-01-22,2025-03-28,09294c56e85e855d3605caee447b522ba07b8e2d1b7386eeaf84a4c5f9526659,0.8855008630434154,709,0.8828711513520077,0.8826373656967074,0.9495896590803526,0,3,40.49201344135858,0
Google,Robert Kim,Big Data Analytics,2024-03-23,2025-07-05,a8417bd56eae705c524187ae5eca3bfc3e38f9c406aac58b6c930407e4294a4d,0.8335042286003831,648,0.8933714357214536,0.8737264734414385,0.9795534552416679,1,6,1.6427648765898155,0
Salesforce,James Santos,UI/UX Design,2021-11-29,2023-05-09,426befd43d869bd9e54016e1b5971460d25315148cc2d501485f2733306b2dbd,0.7959689388905767,1493,0.9340494472091275,0.8407566641256141,0.9551640857013557,1,8,17.083450302335045,0
Salesforce,Priya Dubois,Agile Methodology,2025-04-15,2026-12-13,4e43d3c69df05f594ae80d6ce5a966a335bab651ea7f31791a7108065699811b,0.8887352746018897,260,0.9154889864115929,0.9255847875251435,0.9180797147184577,1,9,13.141272534076286,0
Adobe,Linda Johnson,Mobile App Development,2021-09-16,2023-09-19,cce80dc60e2381a6a6204e0ba690b3e8b2624086c7d34691884ace8c31a386eb,0.9371923393130887,1567,0.8151884442715527,0.9558182782232588,0.8746782746637741,1,5,65.5603140912168,0
Cambridge University,Mary Brown,Big Data Analytics,2023-06-04,2027-07-29,210e957433c4d1f3455fd44584c717e9f53f2d278258def873a5daa2b1b8c265,0.9318465446135492,941,0.9773208959665092,0.9340634152169098,0.7679093840358682,1,10,37.63280106211743,0
PMI,Pierre Williams,Digital Marketing,2024-08-15,2027-03-14,95322aba1ce17bc3c809ac3c9dd61a62e66b0dadf965f643ca1e33f835aaeaeb,0.8260614132010313,503,0.9003287613153077,0.9088826155815242,0.6725199945951943,1,10,17.612191101110767,0
Cisco,Christopher Smith,Database Administration,2022-06-19,2023-08-28,d31a011bd31df8f30744fce2e722ad28959ae074f01af61d236c1522f306bb89,0.5719977160249379,1291,0.8401241445685792,0.9292092662858392,,1,9,47.572811636644225,0
Adobe,David Chen,Full Stack Development,2020-12-19,2023-09-17,69baabbfb1e4aac1add35550804c2613eba713a31c1081c7aff6114fdf71b501,0.9746904437189824,1838,0.8506527727012637,0.9782734557309657,0.9524810268327677,1,5,14.53250121959512,0
IBM,John Miller,Cloud Architecture,2025-11-20,2029-08-30,6ba9f269b01e19c7efb5693b2a20d31c20d829d7d472ef2a349905b436fd9940,0.9162857561596417,41,0.6937863286135725,0.9133133635297319,0.9085934417911578,1,2,41.668257620557384,0
Cambridge University,Michael White,Project Management Professional,2020-07-15,2022-09-04,3593d605bb295e04a078e8152058dc8d1f57a752c7824103ec5a2cfe64b8111d,0.8210017483747034,1995,0.7633040778922827,0.9301490480420553,0.8044528939572676,1,6,7.527391073090508,0
Microsoft,Elizabeth Hassan,Digital Marketing,2021-11-22,2025-08-27,0cd7fc40de3ff2fdd80e9d7098dd0799f0c3b5d62a694e30c3ca6a833983943b,0.9705029417237967,1500,0.8137863826970897,0.8673023239964892,0.6485857809448706,1,7,2.7791179684887433,0
Adobe,Patricia Rossi,Robotics Engineering,2021-07-26,2025-02-08,f0027906c85ccae121c74db057e254b26c89d93b981813470c37af9ac2b72872,0.8406231457908586,1619,0.6719629081353043,0.8856137923805718,0.845840005625668,0,3,1.7142485588046652,0
IBM,William Chen,Natural Language Processing,2024-08-06,2028-03-06,db42279b2fb7bcca5f0686bc85f3d41da8866a831605aa18634a70968c772332,0.5551514494845439,512,0.8190301000941003,0.9093178380180951,0.8385778075069,1,2,47.67029381744468,0
Yale University,Priya Thompson,Project Management Professional,2024-07-08,2027-08-18,3077deb6d97bb65968942dbb3beb4068f390d6ceac0e93dc89302d20e880ab4f,0.8426840249740768,541,0.8429128555687575,0.9463422660107652,0.7627659886228739,1,6,43.80100733235405,0
Adobe,Mary White,Business Analytics,2020-10-08,2021-11-09,74f08f1c091bcf5e3688546a1763d5e4fc12f3caf432b2146dd2fc293953af1c,0.9224074133117971,1910,0.7131595023050721,0.9362817244973103,0.8750828416098583,1,7,49.35743863527915,0
ETH Zurich,Priya Brown,Data Engineering,2020-10-28,2022-09-08,8cb1e7740cc6bb50fbf46ca6bd8d24af45eaf15759989aa6379b2e935e86bd2a,0.9737496340603424,1890,0.848586449545309,0.8225449299392724,0.9750186450570916,1,2,2.021190683172527,0
Johns Hopkins University,Mohammed Dubois,Data Engineering,2020-11-05,2024-06-10,a395d6712c56bd3cc032acc11263eb7a1830b4ea16460de0a95f621e572f74b7,0.902149591292334,1882,0.9120175409825103,0.8747597700099402,0.9594062954085583,1,2,15.02054818943054,0
AWS,Joseph Jackson,DevOps Engineering,2021-03-26,2026-01-26,8e1194a885fe7c8d6739320681afe3d6283c66f110458fa65e6ebcfbdce85729,0.8192149555298859,1741,0.9406245340346805,0.9233786272311263,0.9513706280081365,0,5,34.4788261335118,0
Johns Hopkins University,Susan Kim,Robotics Engineering,2022-04-16,2026-04-02,c4e44e91cbc793f4c6eb525dfa6ba029d07ae204512f410bac343aaae8cd463a,0.8749990412432851,1355,0.5427187731707201,0.8743590887762966,0.8911739827989283,1,6,23.516028454095675,0
Harvard University,Robert Hassan,Machine Learning Fundamentals,2020-01-12,2022-01-18,23a52c920f0a3f2661ccca7aebbb5d3e018a52abdc5968e389068cb912a61070,0.7145236050991568,2180,0.9662382260070016,0.9484658574514615,0.8967844216454424,1,8,14.108082996534469,0
edX,Linda Kim,Blockchain Development,2024-07-17,2027-06-25,0ee97cd729d6988d3e478bc3a98510948c2fd3591c7466955c23300e4f958f9f,0.9643828314771131,532,0.8819424700305695,0.9165571290419148,0.6604622452530796,1,7,12.858710155965875,0
IIT Delhi,Robert Thompson,Quantum Computing Basics,2023-09-17,2027-06-09,56b965631545a4afb7c497ccf02467b1557f1bb9302561c7c7ed0180aba1c63b,0.9181088533936709,836,0.9384518710149585,0.9778915870478034,0.8860238360837617,1,5,3.3613078483575984,0
ETH Zurich,Barbara Chen,Blockchain Development,2023-08-03,2026-01-27,e83b559ca0b750d691b1010cd7aaa6aec96e7228270d24709223931d296cd030,0.837756049009311,881,0.8689188096469591,0.9377745478545287,0.8915639234271775,1,9,17.980463306378457,0
Udemy,Yuki Miller,DevOps Engineering,2022-06-12,2026-05-07,9ac7cf64ecd47c0c2186e9b633651090de24fab34e8f12d5abeda504e8393f06,0.7068126303180607,1298,0.8627238145703169,0.8658299644286072,0.9375171821281623,1,7,3.1513385288356237,0
MIT,Jessica Jackson,Blockchain Development,2021-06-28,2025-03-25,f8691c68eb3513c1519f0cbef1c60f8f0fe375d47a29efbfd6e997153982dc28,0.9745663550583309,1647,0.9477211590949844,0.8427118425630817,0.7042435442551023,1,9,7.585032695850561,0
Microsoft,Joseph Taylor,Network Engineering,2023-12-20,2025-03-28,8b805d371d4e8496455f3fdba2524031d465d7a94714077278696c8926266be4,0.8688245421502864,742,0.8705923287127785,0.9344846724056604,0.7895883792228394,1,7,7.455222002018434,0
Adobe,Thomas Hassan,Mobile App Development,2026-01-24,2030-11-12,03eddce9409229e5a24dfaf2b8c9e00e64a709f32b10ad47b06e6011e443b68a,0.2005,-24,0.3764,0.6599,0.2279,0,1,110.16,1
TU Munich,Pierre Hassan,Big Data Analytics,2022-02-10,2025-07-22,37ec79f97ee03a8b2245012f138647d8611a186f3fda1da9b6fef892b07fb34b,0.8390414336836847,1420,0.7396116492579293,0.9455663322081178,0.7873635378258346,1,5,52.52837008681727,0
Stanford University,Thomas Santos,Blockchain Development,2023-11-07,2028-01-30,897e2af67037c79c2f578500a3b6a178ecfc2ab10a6a382e992fc3e2b3e9a2b0,0.9449426448126815,785,0.9588971881164248,0.9411626889650166,0.9213273395991902,1,7,5.97760511152224,0
Coursera,Carlos Jackson,Robotics Engineering,2023-11-03,2027-05-13,103a3a193ba00bf632bd7d8597544dfe36392bb6e7a22a3ad012ea7a0c38b9a5,0.7727543171054747,789,0.738742210872151,0.9356126927297364,0.9595309105251345,1,9,58.50336197021418,0
CompTIA,David White,IoT Development,2020-07-11,2023-11-07,2289d560684445fc763c93b34d65e7fb40edb097c9db57b6bd66b6babb288b71,0.8619510990505577,1999,0.8189973341936398,0.9095653159816475,0.95830894954255,1,6,32.55764401576867,0
Stanford University,Karen Rodriguez,Computer Vision,2022-08-27,2025-02-24,00f59dee33f915cf8db48ac9f95405c8cae3537cdc421a258fa35a1ad851d523,0.7371367235905525,1222,0.7366824182990088,0.9621056909264037,0.8361817410691843,1,6,19.249199245598458,0
InstaDegree Corp,Arun Tanaka,Big Data Analytics,2020-01-20,2023-06-17,00da9c56271f59fbb2eba17469963bc3d18b3d9bd4dbf0c9d33370bb14c62af3,0.0903,2172,0.2072,0.8919,0.1013,0,0,29.5,1
edX,Michael Brown,Cloud Architecture,2021-02-23,2022-11-25,51c32fac3738ad3a61ccc18027ff26e75d8d6f7ead4a37fcba97fdad7272541b,0.9133789442319739,1772,0.786766656648698,0.8905210502031936,0.46119128078901783,1,6,1.5879403187949206,0
AWS,John Tanaka,Full Stack Development,2024-01-25,2026-08-30,0aaffd7040dd30d41c15fe347c54b27b1f0338891206c49e5ac2e8f8e3cc04bd,0.5229798700875701,706,0.8175936979045342,0.9050103625527683,0.8813331595244328,0,4,5.08112009215545,0
Coursera,Fatima Santos,Network Engineering,2023-02-07,2026-03-22,e06dc67ab85be093e25216f97083483a95c6fe0a3fbbae62dfa3e316e8e42acf,0.9337642070711429,1058,0.5007439116011649,0.9198573864663426,0.7289489889038142,1,8,1.4913848109169028,0
Google,Thomas Kumar,Business Analytics,2022-10-28,2025-11-13,27fe5433625217fff6d38e10232b2e1e6e89b5c14f400ae7616a3474541801b4,0.8096087830011671,1160,0.6874984327086994,0.9246423909393101,0.8010082605842125,1,5,31.45639524525711,0
Cambridge University,Mohammed Santos,Business Analytics,2024-10-15,2027-04-11,43dba1675f14a6299afd045969841b7edb5a385431f494085d03e3ee9c0dc42a,0.9177817822951896,442,0.7494744500202051,0.9548433920224253,0.9512830682344924,1,3,25.738798538598857,0
Stanford University,Wei Patel,Project Management Professional,2020-04-19,2024-05-18,9ec469a796a494c8506b3feb7df95f35ec6cb06ad75220f4757859f52570e3a9,0.9129623433767742,2082,0.9109922480164588,0.9030047361550778,0.9180525889193081,1,10,42.08133384134195,0
IIT Delhi,Arun Thompson,Robotics Engineering,2021-02-28,2024-04-22,b80e01f40824e27938e84e54775ce72e5b5b77707fa157ac102229ef01209ef9,0.8674505189267431,1767,0.8373674210416971,0.8694261467618639,0.6879568217427717,1,5,8.43911654621486,0
Coursera,David Harris,Blockchain Development,2021-12-30,2025-01-15,6fe8e9b27e71792b10783889073f3b281be75c649364fab54e816c885fc21926,0.9496013717756642,1462,0.9473550255482107,0.9058816771437506,0.8989184690911917,1,5,5.129448816658658,0
IBM,Robert Miller,Data Science Professional,2025-09-14,2026-12-26,42d2fb31dc42b6871c44f0e9c46522bb4780109272f82f49b50adf359ea8dbd8,0.9691502320500817,108,0.7331964898970645,0.8760123125377924,0.929878064364866,1,9,19.969842347722455,0
DiplomaMill Online,Jennifer Jones,DevOps Engineering,2025-06-16,2030-04-13,560ae9ce68652818f38,0.1885,198,0.3657,0.5594,0.2602,0,0,28.77,1
AWS,Elizabeth Thompson,Software Testing,2022-10-01,2026-03-14,edcefb2f40d1c0da6bc898f71cac37aa59550022054ef10e84db880e7052a5de,0.44968689732039474,1187,0.8376126689277561,0.8575797584113669,0.7266761291644405,1,6,13.977175434281362,0
Harvard University,Karen Williams,Big Data Analytics,2025-04-02,2027-05-09,965ef44886ff93f1f9b5488513bf06fd95c420030c18a010d0996b12ef99cf33,0.7972430224913793,273,0.7759090514668979,0.8419619228001853,0.9825571541180321,1,7,61.475248218994935,0
PMI,David Davis,Business Analytics,2022-01-08,2026-01-04,dd389fd0761a8fc8142003ee1bd35086ecd6e73d9d4ac794e28b19514ce3487d,0.8612652725876773,1453,0.6217619173994837,0.9558867872817569,0.9080383648801694,1,5,9.331688946073848,0
Johns Hopkins University,Michael Hassan,Blockchain Development,2024-05-06,2029-02-13,15c05a40b21becd729df7931681eda3aad3248307dd15c623ab5468aaca136d8,0.9160865467617874,604,,0.8654322094017954,0.9139378055451487,1,5,0.2521668444580191,0
Cambridge University,Christopher Chen,AI & Deep Learning,2023-05-26,2028-05-23,bad2dc26efad7bc0fecc7b08508d189ab7e64618c4cd34fb1b5f745758668b18,0.7346363637120846,950,0.6852821172227896,0.9595477132200501,0.9492139849076326,1,4,33.64435224650609,0
Cambridge University,Pierre White,Agile Methodology,2022-06-13,2025-06-13,515f8add50b2b98c61c7d3cdfcc099d528d8a2ee287847464a90980f413f4ec6,0.8754902821013205,1297,0.5707898795082821,0.8747040523583737,0.9087265956625677,1,9,4.346755229371247,0
University of Oxford,Sarah Wang,Cybersecurity Analyst,2023-04-04,2027-01-17,aff9ed93eeb3f9222981a600b574e10476c324a615004f4d863e7679bebad9e7,0.7955623760945709,1002,0.8436178541974111,0.9218665380728613,0.7570014591347869,1,8,3.2654335293813967,0
Yale University,Ana Wang,Mobile App Development,2020-07-27,2022-06-02,892c46131b98bce84be11e61adeefee9abf7e6d45b4e558774f8bf758263276c,0.8910236673991958,1983,0.881737781009661,0.9457738982658396,0.9435943887828859,1,5,15.801743788825215,0
MIT,Richard Smith,AI & Deep Learning,2020-05-07,2023-03-08,98a2632d6b471cef2dd162d6a7c75d1f40688c883320fd267054330d742237ca,0.9244372175880544,2064,0.9846430702032376,1.0,0.9924973355697783,1,11,9.50541132732862,0
University of Toronto,Patricia Kumar,UI/UX Design,2023-03-17,2024-07-05,f29d13eac0eeace89c181ec2aab5d8e0de721fa831d5de2878f95ba3545393f8,0.7991479973955846,1020,0.8905000796754827,0.9481977363601645,0.8823082479783791,1,1,17.924450959974184,0
IBM,Christopher Wang,Quantum Computing Basics,2020-05-16,2024-11-29,97b8157346163c2e0e19799d714fe97b85992e8554be5099cb8816fc4d18942d,0.7978621076442544,2055,0.6934270296423204,0.8817679639956079,0.930879223928029,1,5,15.9980348454912,0
NUS Singapore,John Kim,Cloud Architecture,2022-12-16,2027-06-23,72393bff9aac0b1f2d7c885e50dc942baa3e82177ff385a0a2f100e7e4a6a34d,0.9207475356842815,1111,0.8062560518211185,0.9081141457265898,0.8975280494276975,1,4,4.08918259871147,0
University of Toronto,Mohammed Hassan,Quantum Computing Basics,2023-06-07,2028-01-02,447fd4c5cbfcd578342a303a88d611e57b10eba365a0cd3c6bf3d77e1bb0298a,0.6165451730001801,938,0.7395977339251975,0.9017257259149651,0.958638345665319,1,11,5.112247468401977,0
NUS Singapore,Yuki Anderson,Agile Methodology,2024-08-18,2026-11-27,fe055d7ed746b4316326b5de470283b6ef4705895881287fbdd02588a9edd353,0.6239335027114902,500,0.5767993053358278,0.8866508571058256,0.8535929094376263,1,5,47.67869902406037,0
Johns Hopkins University,Richard Ali,DevOps Engineering,2020-08-15,2023-07-15,1fe0a94a08fe69f2160dc1c787f138f28a4fc820023cecf5cf33541c1e37374b,0.9638761979094762,1964,0.9303876714925617,0.9239245753254555,0.7596804434968946,1,9,1.1126520979502872,0
IBM,Fatima Garcia,Data Engineering,2023-06-12,2024-07-27,cd90e83f63a9a6bb3cf1462c7a9015a21469ab0ba51f4956f56c4aa70b4ab3ca,0.8684098122289563,933,0.9680548570755387,0.9023300654546667,0.9912142776312178,1,5,30.349721893326663,0
Cisco,Jessica Chen,Robotics Engineering,2021-08-01,2022-09-15,909de15daac403a4bd9fe08a37f20f36544cf13cbbc7c2d62b3b479ae642cd26,0.8271869653379558,1613,0.9506910415438912,0.8936342064508586,0.8708705409674882,1,5,0.7734007027028189,0
MIT,Mary Dubois,Network Engineering,2025-12-19,2029-06-14,63c1b8aeec4aa8426bc4474cbb32a8514e88ec80d9155e5e71e335a730da2ac2,0.9448195105371899,12,0.7798015791772326,0.932931968991589,0.8815629614367625,1,5,40.284623314033766,0
IIT Delhi,Wei Hassan,Business Analytics,2021-05-02,2025-02-13,1b9725d0c5e5e6ce37a166562caefd17bf75a1e6521578934acafa04c7afc8b9,0.8817946619893486,1704,0.8785357428852607,0.8404814031264723,0.9000112723244135,1,1,6.911141232430474,0
Coursera,Wei Rodriguez,Cloud Architecture,2021-11-12,2026-08-05,6a3c02422ecd575f74ca01b4199d1a59958ddfdd0256ac9482445271e61a800c,0.8794482030118465,1510,0.9004512739350612,1.0,0.9095733762656393,1,8,72.09228190421267,0
CompTIA,Yuki Tanaka,Database Administration,2021-04-20,2024-09-16,932fe7d06164f5cacd2c06e00cc887252c15add9128bbd13dba426bdd0753575,0.7474432095901544,1716,0.6141929585430513,0.9326567245473175,0.87056575976798,1,6,5.096319430042486,0
University of Oxford,Thomas Miller,Mobile App Development,2020-11-26,2024-03-18,febc771376deed8d79e9eb744c8b6b5c618d388da59e229c505e5c5e3071aa08,0.8320212030667318,1861,0.9435027321819827,0.9389274665584172,0.6302005246029525,1,7,24.544692022591526,0
Coursera,Sophie White,Computer Vision,2022-08-26,2026-01-20,007a11017205351cbd282d91014c524bbf290cf4641f723f8a246f77fae7feaf,0.7003360114450156,1223,0.8258086896717893,0.8270762881893585,0.9644513244336462,1,6,13.013918732750298,0
Salesforce,Joseph Tanaka,Digital Marketing,2024-09-15,2028-03-04,4ea9902823476400920ac92306e8bdf0a667e6406113a0c39580bc069c2348a4,0.8812133416916329,472,0.8717386364207654,0.8513914660560984,0.6525830950680195,1,7,4.016315546629529,0
CertForge Academy,Priya Kim,Software Testing,2025-07-29,2029-06-02,7f151a6e,0.1862,155,0.0788,0.7136,0.1627,0,0,10.22,1
Columbia University,Christopher Hassan,Database Administration,2021-11-11,2022-12-03,bd1787d9aaecc776bea129eaaf5dfdc80f6c4c0b50d94980852846532e8d5035,0.5924444177053395,1511,0.9733716917058948,0.8595356079104637,0.8474721839813681,1,2,23.014151082271095,0
QuickCert Ltd,Elizabeth Santos,Blockchain Development,2023-07-13,2027-01-23,37772c348667b8,0.1172,902,0.2753,0.7,0.2824,0,0,350.16,1
Microsoft,Sophie Smith,Digital Marketing,2025-03-08,2027-10-15,7f84d92c3ec33ddef11092e989effd2b00ca4867777a26f4c16c2828e6320939,0.7990075955781264,298,0.9268029853095502,0.8906795137825763,0.9300479734195023,1,6,26.746233301823363,0
Salesforce,Wei Smith,Full Stack Development,2024-04-12,2027-12-09,98f0981b4299cc7660bad6ff9061cb1c0566c4a777e7b95465ead770c61b13be,0.6315156073295466,628,0.9696767661932565,0.8129473499777012,0.9025723436284111,1,8,29.12625626193981,0
IBM,John Williams,Agile Methodology,2020-05-21,2024-05-04,20c2a6b379d8f256d4b0016c201e8cd3a6608f38f618dff7db3adafef968a4d8,0.6657732877807228,2050,0.6003175180447181,0.9826942029779581,0.9854515966943314,0,6,11.979876267056806,0
University of Toronto,Priya Davis,Software Testing,2021-03-05,2024-11-24,ac690d06e0a112cef326f71636d098bb86bf1ad20b5df6c4189d061c3433e0d8,0.7724822629956399,1762,0.922322292363245,0.9285630018238722,0.8028033312935846,1,5,1.4805642050665062,0
TU Munich,Wei Smith,Network Engineering,2021-10-04,2023-09-02,5dda52395007d63b59b31907afac23fbf1c37bce075e9732db9ce750252517d8,0.8892681420299057,1549,0.8704800769072801,0.9526503886883226,0.8547798769088997,1,5,24.762486903225852,0
CertForge Academy,Richard Garcia,Robotics Engineering,2024-12-15,2028-11-12,de5a278b37a4e3ae8328594e82fbf241938ba82fe732086e35f6cdaf1a4335e8,0.0754,381,0.2395,0.6457,0.0923,0,2,19.62,1
Yale University,Thomas Rossi,Cloud Architecture,2024-12-08,2029-06-15,92f73a49cd018ac8592105cea1bdd4afb2f8b5f68736cf286a306b4751dded67,0.8882017433893691,388,0.6135167320930675,0.9111846032314576,0.5638621416786368,1,5,7.887251096523951,0
NUS Singapore,Karen Davis,Quantum Computing Basics,2021-12-15,2023-01-16,1f14f11152c47eccf7460eae6933c43552131d1ac7a153e15738aad136ae48e2,0.9579472512515587,1477,0.6552960353487636,0.9155535733362071,0.9457944616076536,1,2,24.073927947837873,0
Salesforce,William Thomas,Natural Language Processing,2025-04-07,2026-05-01,0591befdc7309ea35f7548d39ef5f4ffd79b3586a49e6dba9d66dda7789810ee,0.8478444253986523,268,0.9261120387221704,0.9330162813192852,0.95897377040981,1,6,30.770019114135522,0
AWS,Linda Santos,Cybersecurity Analyst,2021-12-06,2024-08-18,41dfc8b42f8c5008afe012f774801f37dfbd35954db352d94179c3320476612a,0.6955798441652815,1486,0.780192658662056,0.9196162968157748,0.4308692778867723,1,5,59.276827361952634,0
MIT,Carlos Martin,Robotics Engineering,2022-06-10,2023-08-07,99c04a4124b1ae66709863b3d0f4d64ad088161a17dbb96adf1b816c3b1b3f04,0.807409008328916,1300,0.9317373986160896,0.9710096617273756,0.9037712726630704,1,11,18.571320507576555,0
Udemy,Thomas Dubois,Agile Methodology,2022-11-17,2025-09-08,a8340b0dfefd1447a75dd5d685a4736e1f8517758c1ca33c1d2261429109c0c2,0.6685405415067153,1140,0.9296629855124575,0.8592938860461347,0.7857083093520627,1,6,10.684245863026407,0
TU Munich,Yuki Jackson,Software Testing,2023-10-14,2026-01-02,0e44a0c3a5af86b5bce838f373ee0b160dbb17040a18bfd0109427b2d2cf7ff0,0.92414115789046,809,0.8562223232548105,0.8907460182262931,0.6616902843974909,1,6,30.410589318322025,0
Harvard University,Barbara Chen,Full Stack Development,2020-07-15,2021-08-07,a8d6788047608506bb03e33f0b364f1aa52ff574454b2be3ab3437d1c57bab17,0.7415829521672204,1995,0.6919747705101479,0.8666651134070849,0.9128358608065662,1,4,19.79058524861658,0
MIT,Mohammed Smith,IoT Development,2023-03-06,2025-06-22,e191c2a62f941578df876e1bbeeaf2390df47df31878132b3c8c8772eafb6f68,0.8917293234910454,1031,0.9112960091141852,0.8971603227641647,0.980444042378782,1,4,26.055737298885422,0
TU Munich,Arun Chen,Data Engineering,2025-07-17,2027-10-09,9bd7691d7c9e33bc09bc22f7c85e55cd4d93860a6c81ca3f1ee8d03baea5c30c,0.8982966642170777,167,0.8185824482751748,0.9419448464761895,0.8243191898693708,1,4,117.28641446900865,0
Microsoft,Michael Ali,Machine Learning Fundamentals,2024-05-13,2025-09-11,d02d52ca6ca16bbc1b40732b0f33b38320b5b645eda106bdba425496f1ccc79b,0.633499453373191,597,0.7891152032824007,0.9282126694550937,0.9030150918464113,1,5,1.3342283464816214,0
Coursera,Arun Garcia,Cloud Architecture,2022-03-02,2023-09-05,71025b8085a1ec35775189c7083c350fb99f910fc404bd00bc8ad17ae3e5564a,0.8993103394561842,1400,0.9637236603886453,0.9257169296366857,0.8285664895793623,1,4,42.95276035708832,0
Cambridge University,Wei Mueller,IoT Development,2021-04-07,2025-02-23,2b73e7f5d0e45a1dc2563ee5ab4a3184aa9e356e9e2451e78df30422d6c4284d,0.844421942029467,1729,0.9594927183217452,0.909415020508047,0.9817656916095989,1,11,13.502802523298499,0
ETH Zurich,Mary Thompson,Business Analytics,2021-12-07,2024-01-30,f977c00e6a7f7d0663377daea00e3bdcff8ca1c952211f04b30d2c357b20e237,0.8519842150527513,1485,0.8618462006118829,0.8698566205519854,0.7911451380864314,0,3,29.718490688757353,0
TU Munich,Robert Harris,DevOps Engineering,2025-01-21,2029-03-22,114e36d4987629cb5cc01bbf3ecae4e2ab6b640dc775c554647207e2a0dc11f7,0.6359687112730281,344,0.7858923048233065,0.9339680652649616,0.920601595487948,1,11,46.32989346774493,0
Yale University,Karen Taylor,Computer Vision,2025-04-18,2027-01-31,cfab92b41526e8f3f2ebf259e741c6512806dbe5908db07fb0f5ff19d5e09236,0.7791765741746256,257,0.753752695013054,0.8424172012623573,0.8608699701969683,1,5,97.1773439092424,0
IBM,Richard Smith,Project Management Professional,2025-07-26,2028-01-26,6120206d585d048fc37223c5f60b79496bbfcc9be39296724ad7859f83bc309d,0.9478624060591881,158,0.957046627129902,0.8959095795371439,0.9323551892749685,1,5,45.25191506045471,0
Columbia University,Christopher Thompson,Cloud Architecture,2022-04-14,2024-03-06,f071843b386ef3e946f57264cf72e382c217145a840c40d4deb3da221aa838b9,0.7327527495213627,1357,0.8307319415360593,0.9497119086912797,0.8861963738697617,1,10,5.8697417524150834,0
MIT,Sarah Thompson,DevOps Engineering,2020-10-31,2022-06-26,007996a0bc0d910689df34ae6fdd074ad4f80d4e2831fe2ecc20b03a2be404d3,0.7089259126125538,1887,0.9747228692594216,0.9671347492887569,0.8271152208663402,1,5,16.89893208222042,0
Columbia University,Elizabeth White,Quantum Computing Basics,2024-02-18,2026-03-27,c0fc3ee558b072800f481feff23272cf8a36e7ba55c7493c2d13b681d17e940f,0.7466869042694964,682,0.8235949651357003,0.8521907074633531,0.9591444551471604,1,8,95.07446704448915,0
Coursera,Sophie Williams,Mobile App Development,2022-01-10,2025-04-19,69b455dfb27ec566c61d9b2a3a3db880ef0a8146858bf3a04905db246cfb9740,0.7736819864650606,1451,0.8971054785529347,0.8994969552890653,0.9631066634220903,1,6,45.13537800754755,0
QuickCert Ltd,Joseph Johnson,Cybersecurity Analyst,2021-12-18,2022-05-26,64df1b6350e20ff2bdf6d227217f4c23ec070b465303129b2d75d490caa7e4bc,0.2305,1474,0.1002,0.5566,0.1168,0,0,47.01,1
Coursera,Arun Chen,UI/UX Design,2023-10-18,2025-07-23,ca8dadc702f6772987a8668886783676af1059229dfc8fdbe915d08573570643,0.929474203527081,805,0.8426993072800354,0.9251100548785551,0.9348369281511609,1,9,63.60813499946178,0
ETH Zurich,Joseph Kim,Software Testing,2022-02-15,2026-04-27,3cf2e04c235ed65cf8c66c91b1720233d0a2f9426d0e8aa3c10da4c48a86d906,0.8353329275798048,1415,0.8796999830615708,0.9366798768807042,0.8382610205057023,1,6,48.82119510112256,0
IIT Delhi,Sarah Harris,Cloud Architecture,2025-03-02,2028-07-29,3ff486cc9fc277885c8daac80d29afc43b78863de6106e370c623694e27f48f2,0.7970016595045594,304,0.8546372881942994,0.9276019555491717,0.9424787796580525,1,4,36.92718064296144,0
Cambridge University,Barbara Dubois,Business Analytics,2020-11-21,2022-12-28,1174d15729519faddc347dcc9cbcc4e4cc89b2df057bb9d87ecbf30371be22ea,0.5398152128192953,1866,0.8205936636256141,0.8758063905336706,0.9270005500824359,1,5,39.59635909649583,0
Google,Sarah Harris,Agile Methodology,2024-12-19,2026-05-12,184a6f6e139d75c38a934f639c9cc9fbe38dca948c60504ff7f12379794247bc,0.5933723843367925,377,0.7290512276371376,0.8878951115756007,0.9576421535490736,1,10,24.43729441542925,0
Udemy,Jessica Thomas,Database Administration,2023-05-10,2028-02-21,bf99fb75251a2c9b012fdcb0b8c220626293b9d65d9705a147d88789c2b7eacc,0.8768398940964719,966,0.7931872772745489,0.8967659618538304,0.9290541758477127,1,3,44.1515757240695,0
ETH Zurich,Jessica Jackson,IoT Development,2021-01-02,2023-01-05,1000b2638041e795cac01cb64a76b8b35af0a27fa0509d499a0c6ec8d5e4ace3,0.887008865129328,1824,0.7902869638323844,0.8550189885791231,0.7432459247604496,1,6,62.06212909493389,0
Johns Hopkins University,Patricia Hassan,Machine Learning Fundamentals,2022-07-17,2026-01-22,701013714b865816aebd725c1877b58457569e391da0b38a848169452a8f1725,0.5990312536650139,1263,0.8739447572041854,0.9439155284254055,0.8393981868853232,1,8,19.843457627864264,0
InstaDegree Corp,Sarah Wang,Database Administration,2021-12-14,2022-07-05,cfdbb54e20483e449efaa788e987b365c86490cdb030596a017198c57e2f29a5,0.1992,1478,0.133,0.8505,0.25,1,1,27.14,1
CompTIA,Michael Taylor,Blockchain Development,2021-07-15,2024-12-13,670681cdcf222bf5e6c8eb941e420b0b695d3e2c5f5ee6ec5d90f6859a16419d,0.6209558281358726,1630,0.9042549310889962,0.9481682483916024,0.9137653778304403,1,10,31.265864733463296,0
TU Munich,Priya Anderson,Cloud Architecture,2024-01-07,2025-12-03,f64a57fe2368cc4d4f72c8a14692383a6b0d8b4ee1bd520838ddbb8addff2bdf,0.806375074914803,724,0.7966607551749886,0.9961175834087529,,1,7,9.293225062099902,0
Johns Hopkins University,Jessica Smith,Network Engineering,2020-05-14,2024-09-04,0fc1b745c4f39b628c792b60ff91155ccbd99aa4296fb9ccfcbb52a38cbcaef8,0.9177180780047729,2057,0.860291771093766,1.0,0.7956241064370656,1,3,21.695110918681227,0
Cambridge University,James Rodriguez,UI/UX Design,2023-09-05,2025-03-13,4755f5f5aa893d68b37d985938681ca75f1b95b4e461ae947bc2a71f6b718638,0.7178892556399136,848,0.7966152850465206,0.9177094839142717,0.9372488787112748,1,6,43.18617904709677,0
Coursera,James Johnson,Database Administration,2021-05-30,2026-04-06,7cc283c8511827edb0ab68ad9583f866a4702ade2d18c0cac54823499e192e48,0.8808083854575514,1676,0.9928069996257531,0.9162095293037825,0.9171519568787662,1,9,29.044539752906694,0
InstaDegree Corp,Priya Jackson,Database Administration,2021-10-25,2024-03-22,b14531a14c75c0e4def7b96b5db563bec99e8bc49e5c4c8f1bd21ce0d3d93bbf,0.089,1528,0.3407,0.7041,0.0406,0,2,11.58,1
IBM,Ana Dubois,Machine Learning Fundamentals,2025-02-28,2026-01-19,b2b06c8803fbd1c52ecb1da4070c79ed0f0b02bb753688c9e95838355d0ff4d8,0.2009,306,0.129,0.6996,0.5,1,0,27.95,1
CertForge Academy,Richard Kim,IoT Development,2025-08-16,2029-03-22,b4178e497a9b10d8c715aeb5cefd1bd95b2a8257e69400e026aebf458c2db7d8,0.2239,137,,0.7209,0.1173,1,0,6.69,1
Coursera,Jennifer Garcia,Data Science Professional,2022-02-09,2025-05-22,6576f526988d0b009656778e45a30dc69b10ef7c61ce45ce0a2562ba2f9e9ad1,0.9606272503463282,1421,0.6756737007546525,0.8961966094675262,0.9035750077385364,1,6,32.43332864818153,0
Columbia University,Arun Ali,Cloud Architecture,2024-12-06,2028-06-03,e7c466a47d9b719ff132a5c6b104bcdc587eee6f84cdadbd66c100394ba75a2e,0.5493391157109846,390,0.8883723225195599,0.8797968620946998,0.7088604511274843,0,6,45.32075388809412,0
Yale University,Barbara Garcia,Business Analytics,2024-10-04,2028-08-23,da2d0545e5b9120a076217b563433c7462f263af6141071b6b033798bd7afb8a,0.8698258570119446,453,0.8808615201814803,0.8053018245057321,0.9728456352830104,1,8,7.46697638155576,0
MIT,David Hassan,IoT Development,2022-04-12,2024-04-13,eac04c147ba4e39ff182bd5aa9bbbac44d13e3ea0de0b678e81fe61d3944053e,0.9232229569511132,1359,0.8930853422177112,0.904521959084035,0.7549855329801046,1,5,20.994202931844924,0
Cisco,Jennifer Ali,AI & Deep Learning,2025-08-07,2027-07-04,193b5012487eb869751dd4310b8defe67a00d05ebe03394893e2a0c7d7384125,0.7831703797184427,146,0.8084335828786237,0.9415633464949406,0.944209289394193,1,6,20.74567025115829,0
Johns Hopkins University,Jessica Johnson,Software Testing,2021-08-31,2025-03-02,13969c3e204712c5e0f2bac206c51a83ee21809a5c81c2122599285f790a876e,0.9546378105415819,1583,0.9010032363421757,0.9328002502632947,0.9295346343127714,1,5,0.4194435873387929,0
Yale University,Yuki Johnson,Quantum Computing Basics,2023-09-01,2026-03-27,493946c8872c28e5082e655ae268f06d8cc8d89891e0912d394637973360ad3d,0.7259503062038662,852,0.9047034118160968,0.9624720769132633,0.7278181415238592,1,4,17.716487881550908,0
University of Toronto,Joseph Thompson,Digital Marketing,2022-03-14,2026-03-26,050a310be0042c3729c847cf30fa9decad31558b77f72f2e60adef4581a970e8,0.9150177501903932,1388,0.5287133996177636,0.9034806742590205,0.5717022080142435,1,8,12.585008228563881,0
NUS Singapore,David White,Project Management Professional,2024-01-24,2025-07-11,0280e19bcb3fecb027d986ab5fe50033e8800a1a3ee73ad5af7746df532e845d,0.8844503258615056,707,0.8747458035713974,0.9023280052735284,0.7786391837476901,1,4,15.836307810292169,0
NUS Singapore,Arun Hassan,Big Data Analytics,2021-01-07,2024-11-28,a5a867fc0fc15c2a7b81ddbafa44f0c88758ff57fa86407da7bc1553ba00d977,0.9054822961416661,1819,0.9591693461463775,0.9442503685970561,0.9510002670604415,1,9,2.017282693227782,0
InstaDegree Corp,Patricia Johnson,Machine Learning Fundamentals,2026-09-04,2029-11-05,6f6594d25b16aa83cbe1dc2cb0dfe9d9aff3fb542fbbc7c7af2968e45da8b928,0.3337,-247,0.5063,0.2198,0.0701,1,0,27.42,1
IIT Delhi,Sarah Kim,DevOps Engineering,2021-07-18,2026-03-06,ba6f1aa1e02f52a7d8f7bbf1c2a901b3d9cb4efcf06be39132195ed001668056,0.7504728759639374,1627,0.8250181608369901,0.9645317953925543,0.9232899956894682,1,6,30.290938112922184,0
IBM,Priya Johnson,UI/UX Design,2024-06-23,2028-04-08,628b6ab0ea7337106be40346f7c4d042006915aa077ad687d767654c7555ad9c,0.9894167297875043,556,0.719863113314999,0.939524180324139,0.9875655840985581,1,5,2.0485718548928604,0
Adobe,Sophie Chen,Data Science Professional,2022-03-24,2024-03-15,bd71ab1741e5724066a70d42c8ae8ce9ccfd72029e33c74a91c4d54e9dff3ec4,0.861006436965386,1378,0.9724609493568334,0.8862832834713525,0.9656370959169689,1,5,1.8524391867453605,0
University of Oxford,Ana Smith,IoT Development,2024-12-01,2028-06-29,9eb01adff27fd9b4336e4446b61c69e1369a782a64f70501ab96d0c93ed64aa4,0.7462042697296946,395,0.7621378230241889,0.8657088121884201,0.9271755507228251,1,7,8.739664392434829,0
MIT,Ana Thomas,AI & Deep Learning,2020-04-16,2022-11-26,7af875a0358783d634d6e0765a2bd50382dc38dd1f33b0f3f8c9530331a268c7,0.8365719488668582,2085,0.7877911078375399,0.8605672908779826,0.967658000149221,1,8,45.327158754972004,0
Microsoft,Patricia Ali,Robotics Engineering,2023-02-24,2024-07-14,61d530c9e5af36a612f3519ced9e4799459d28841dd0732f3e2e8634648abfa3,0.6086868988209553,1041,0.9444276377916341,0.9134128679651342,0.9250280587339048,1,6,1.4327196093939434,0
Columbia University,John Tanaka,Data Engineering,2024-01-01,2025-09-24,8d7244977e7a9c1ca021dca45c91e946fa05ffbf11d78f615551a8294d3b1ef1,0.5578659030496865,730,0.9421448986667135,0.849493507432218,0.8229567927832402,1,11,2.4915122152444744,0
Udemy,Pierre Taylor,UI/UX Design,2025-10-02,2030-01-19,ca3df6cd967685be7ce0186848ce3cb5fc80f3b8ea116fa7f05b51a70ea0f66a,0.8627936239842053,90,0.8910247326172078,0.9595638400783012,0.9842842610177852,1,6,19.721451521162024,0
Salesforce,Barbara Brown,IoT Development,2026-11-09,2031-08-05,12e336234d6fe10caf09ce47cdef7ff837c128c063cd98e261c692de6370d936,0.0707,-313,0.2281,0.3714,0.3453,0,1,69.69,1
IIT Delhi,Arun Williams,Quantum Computing Basics,2021-12-09,2026-08-04,7c40bd699cc9fd9b046772a5e96ec301ce00f76bf6716ba0c5302435babe11ad,0.7999377061242876,1483,0.9209888218155755,0.8957769576471311,0.9764516680847909,1,9,6.191342740300676,0
TU Munich,Patricia Jones,Project Management Professional,2025-04-16,2028-02-18,600323072cf75f819498340715791a07030bf24a4fbb0d6eb5de4a5db02147c2,0.7525399732595667,259,0.9221537976055029,0.9478420589276461,0.7268702040880888,1,8,11.827882969570757,0
Google,Ana Jackson,Business Analytics,2020-11-22,2023-02-25,192506d5ea2f607f584120dc2c0951aa6d1cb1a83cb57a2872f9200c4f2bd629,0.8690861317963907,1865,0.4883608572989702,0.931245087822269,0.8833612110204513,0,6,1.3312398935361953,0
AWS,Sarah Kim,Project Management Professional,2025-10-10,2027-02-07,1d6d17849db03cac5f3cbc0df99c1718712f4ce66b3b6e35b8fd34fbf4643854,0.840987122592914,82,0.7744855752116501,0.8590495035869007,0.86695843979473,1,8,23.64340422583314,0
Cambridge University,Carlos White,Natural Language Processing,2023-12-28,2027-01-08,86fd303a1dfd2c22c5f6a5c1317cc548cf87216614f280f5942de3cfdeaa95e8,0.8783465038072963,734,0.45355260385630947,0.9080176232138126,0.9322793556448397,1,8,0.033358607468336784,0
Salesforce,Karen Davis,Agile Methodology,2022-02-20,2026-01-01,5b76e8140ebcacd6007b1025176d4ae54f2635ab18be66433f578cdf9a98cd08,0.8278665415825388,1410,0.941724322959138,0.9361986394874351,0.9197476747475183,1,5,34.064037784941625,0
Adobe,Sophie Martinez,Full Stack Development,2022-03-25,2025-01-24,97931b6252fc98e7de08880afb883b0f648daf1491ef4cffb8abd7fa764f59b2,0.8140057350602189,1377,0.708602150287647,0.8411225994971159,0.8680189890709306,1,7,33.99589946437133,0
Cambridge University,Carlos Rodriguez,Data Science Professional,2021-06-25,2024-06-30,a1743b5b4f12b69a60d7ce0f089a6e3e97f9dc763275ad6b68fa03e61d4a218d,0.7421985155044784,1650,0.7681106258897084,0.901152682952197,0.9142876435414345,1,11,0.7198653938043735,0
MIT,Richard Rossi,UI/UX Design,2023-07-18,2026-08-01,f67a5ec3f5a475e6ce8dc8d7ae55268d819b1f8efb44997b7f52d74703208777,0.76507076369009,897,0.9371787423745347,0.9567670577098899,0.924922663354217,1,2,88.06898868003888,0
FakeUniversity123,John Ali,IoT Development,2024-02-22,2024-07-27,f27501988c145f02bec8ad25d9aa1ce1ce1646e74bc0d9c4d00afb8791d911ee,0.2228,678,0.1541,0.4326,0.0841,0,0,26.48,1
Udemy,Sarah Mueller,Robotics Engineering,2024-09-14,2026-12-23,841dde765ccfde921811a5cced3db23fbbaa7a5ebaced72a3d84f93aca0b9abf,0.6065111986918846,473,0.6278706796404357,0.8609885597769081,0.8310168517254041,1,4,17.556744604424246,0
Adobe,Wei Davis,Digital Marketing,2023-04-16,2027-07-16,0b987da569c01c69db02c15fc12b47cc9bc92fb56b1374216b28f289c8ea0a1a,0.8134787066925318,990,0.9885656531923677,0.9042772504683554,0.896211082234761,1,4,0.4561530829566716,0
Cambridge University,Mary Tanaka,Natural Language Processing,2025-07-18,2025-10-26,67092e5d,0.0435,166,0.4939,0.6055,0.0153,1,1,259.13,1
Columbia University,Arun Tanaka,Agile Methodology,2023-01-09,2026-04-01,ca670117e57663ef9e09e41dcca957de3ccd198e3fb7f71af603980f85b2f675,0.8826774827347394,1087,0.6938901892748596,0.9397309602638567,0.71750886638305,1,8,12.490553571113553,0
Udemy,James Dubois,Cloud Architecture,2024-07-04,2028-01-31,3867952035e66e2c306a1240422039df5ee5cb5fa4446979bb4aa8f3cebd1b54,0.8906744297628387,545,0.6104861019403719,0.8757819666931634,0.9456447704683313,1,6,17.084630806872223,0
Cambridge University,Linda Wang,Quantum Computing Basics,2020-01-20,2021-04-30,6a0fc46fed09b77de97675e771c03db0b3887cd42133d6f4985e44d0f6f9c2ea,0.9002008659123012,2172,0.8670154279917341,0.9617452713536071,0.8917672027617112,1,8,76.90947162314829,0
ETH Zurich,Priya Thompson,Data Engineering,2024-08-06,2025-11-23,8efd034484a5a4ecf356adc47a240de091b8fa6085760c0855390eeffbbbffb3,0.7763009364310602,512,0.757126143953046,0.9211552173000366,0.7588146180163957,1,5,11.603617541895957,0
University of Oxford,Jennifer Mueller,Full Stack Development,2025-10-16,2026-10-30,5f7953bb5060118444c63f07f5fea82cf33b70825e98739be45779cb237a2a3f,0.7883838394358944,76,0.7901006492004283,0.8875987602533231,0.979579910388049,1,7,1.7351681164217208,0
University of Oxford,Carlos Jones,IoT Development,2025-02-28,2029-10-14,7a26f46e28e48a736e2a311e52a6caf0f39ec0157f8f258e57977644ac01a2d5,0.7438144712574253,306,0.6930524848520677,0.9850433623474564,0.8914220491072516,1,5,4.918760204519565,0
Cambridge University,David Smith,Data Engineering,2025-07-30,2029-01-06,eabc4ffd821448fc57f87130c9d6f44186a61b93af227ddf473fa58feda16021,0.8063172846970982,154,0.7010055944109982,0.9602807276418608,0.7916719294472442,1,5,36.767878717374614,0
Stanford University,Mary Taylor,Mobile App Development,2024-12-09,2027-11-12,a206306de5e864e225ec448006d63bddf2dc2486def3f0e1b5c9cddd9566c83d,0.9874786202387325,387,0.8749247935019985,0.9665115513845297,0.8916975419445565,1,4,32.294180256327316,0
University of Oxford,William Davis,Business Analytics,2025-02-17,2027-10-11,dba4e5294b2e83d55e4542172beb01495c00d131b85157e215258c3ef664667e,0.7359128280316779,317,0.9873905917996857,0.9230425595309774,0.8208062916236202,1,8,8.94148539071737,0
IBM,Mohammed Garcia,Natural Language Processing,2025-11-03,2027-04-21,78479276fed3b89023a5db2a108b332dd42ed36db9bb52632bb219bffc6a0343,0.7792012054222618,58,0.9371661132155219,0.8882328015922036,0.8951490373292467,1,5,23.528364455408497,0
Stanford University,Mary Brown,Agile Methodology,2023-02-22,2024-06-01,fd65aedec1cdeb31149a9e9882db14944d80428ca8dabcab386f7f7824f9e643,0.6718084438200733,1043,0.8881248165363111,0.992589393373076,0.9470112308589475,1,4,78.24539585973295,0
TU Munich,Priya White,Computer Vision,2025-03-17,2027-04-17,4cada2362349322dc7aec1b90867a13435af2bde2c6196d1301389d50693ac1d,0.7405142702367016,289,0.8568744987117305,0.8354824853463837,0.7061083686550016,1,7,67.84674833915719,0
Adobe,Pierre Patel,IoT Development,2024-04-07,2027-12-09,c221e97b972bd9b2b8357318fa6625266d39cd06e05d52e626d0dfd24260e4fe,0.9490206344711029,633,0.7208432783402,0.849986974939571,0.8587501009811721,1,5,58.95437261460286,0
NUS Singapore,Susan Wang,Computer Vision,2020-02-04,2022-06-14,8d9b8d3d21fc77a94f5b57e78f6d0ee631a8fa161ef83d8adc2bcc004778177b,0.7370077080858805,2157,0.774636677072396,0.9632872039367752,0.6337923903239854,1,5,38.51491231398866,0
Salesforce,Fatima Rossi,Database Administration,2020-09-06,2025-08-01,23393d6d7caf245b4bfb5adf7c308e268233cb5aea0df7f11ddcf4fe025b43dc,0.6079217518360533,1942,0.8042837493095375,0.8709908595989377,0.8376291236386464,1,4,93.15836226230904,0
IBM,Jessica Smith,Cybersecurity Analyst,2024-02-11,2027-04-21,43b9010de29cad90713c8361844beb9fab5bbb1fd8376a22ca6b24eb09b30251,0.8098996990991011,689,0.8087470078559941,0.9283132708255233,0.8631639247678144,1,3,1.9380089904413795,0
ETH Zurich,William Jones,Cybersecurity Analyst,2020-01-09,2023-11-12,2ed02756385825110c44bac19daa4b62176e1be1cdafaf4036f47206de6859c2,0.5771803158481239,2183,,0.9543413681229393,0.9889386197767437,1,5,15.115454397391801,0
Oracle,Mary Thomas,Blockchain Development,2025-10-03,2028-02-26,0d3ab7d438f036620bdbb6256d14ae1c300f16ee5d49bc98d3683bb27b4bddcd,0.6319617574844476,89,0.7949815537567145,1.0,0.6315043844432756,1,6,0.2840212855470778,0
Coursera,Robert Jones,Data Science Professional,2023-03-28,2028-01-24,ccacaf8853d9943d5b3d064d9c0f761f486782f08cc754ef55f559af8bc804b2,0.8516436903492447,1009,0.9509788782085808,0.9727817738898965,0.8975191105694071,1,5,32.755398025064295,0
ETH Zurich,Elizabeth Garcia,Cloud Architecture,2022-05-03,2024-04-20,093ef4105b9e1eaf104ecd2165d7787feef437f57182cc49b0004ed83eee29a0,0.9471819403106,1338,0.8877075599980995,0.891706549867501,0.995430268193898,1,10,8.38952278756957,0
PMI,Patricia Garcia,AI & Deep Learning,2024-03-28,2029-02-19,4abdda5b9e1eabfcdc5551454a0e7c0174f14617c616115e67f4640126ade988,0.955463552799391,643,0.8967162012595974,0.913286716328029,0.7535969187893602,1,6,50.52211343831137,0
Cisco,Wei Jackson,Cybersecurity Analyst,2021-04-08,2025-12-22,4925284386b0fb7c453edb352b7fa55a0cfa48b673f12a06b35daa11d17d309d,0.9257347794475631,1728,0.5833970368255518,0.9102043871277103,0.8126069191996649,1,5,11.533209548157004,0
ETH Zurich,Jennifer Thomas,Project Management Professional,2023-05-26,2027-10-14,143f99865508f54b37201e1a93e168572916aaab9773f910145a7798592193ea,0.7910881358384471,950,0.6803278229058597,0.832230548949131,0.8997719584817617,1,7,5.826370336824338,0
Udemy,Richard Tanaka,UI/UX Design,2023-12-18,2025-11-13,2ddd5889a1934f4f8ea79720ed1b8e18ea51d114a9d7ab71e0727f515430e739,0.7082997664841492,744,0.8757580553214361,0.9489954483735961,0.9395506511284882,0,6,66.62462805480997,0
IIT Delhi,Michael Taylor,Natural Language Processing,2020-11-05,2022-10-09,d4e851025f4c69ffc051557d7fa614a4bb56b8970729ffb4932166a3436142f9,0.773403139903846,1882,0.751843055111793,0.8848174451103671,0.8735563651641874,1,6,25.568473244938506,0
PMI,Pierre Hassan,Quantum Computing Basics,2022-05-10,2023-12-25,b9d8119e80895af7f3bc0f8cc0a857dd3159fa0948cfa2826ff5ba82b985e742,0.7892897590937883,1331,0.7740284549728734,0.8927629740953049,0.8875865473505744,1,4,16.8404813763843,0
University of Oxford,Pierre Ali,Cloud Architecture,2024-10-30,2026-06-09,42955ce198574ffd43c2bf056db28ed554c429b6bf4e88d1f66ac83c235fc9bd,0.8370986136801121,427,0.8483157643135931,0.9019232022554035,0.9546944367838784,1,1,13.116510487017706,0
ETH Zurich,Susan Harris,AI & Deep Learning,2020-02-26,2022-11-23,da4e863bd36c038b74ebbeada7b3ca06ef1ce93ab68bb07ba14279afecfb87b0,0.8408763474245329,2135,0.760282327537212,0.9558803773729267,0.9001509112596404,1,6,11.672693680890765,0
InstaDegree Corp,Ana Brown,Software Testing,2020-02-22,2023-07-28,526bfb63b8b5536f2435c3203b9cb2803f2d807f7351a4d4033a61c589948983,0.5711,2139,0.4168,0.8196,0.1965,1,0,69.88,1
Coursera,Sarah Hassan,Computer Vision,2020-11-18,2021-11-24,84a9e1079083aa53020c04b8891c331034d9fd2fde8c07a11f3c7f5c729a928a,0.9772095350839071,1869,0.8308553800472704,0.9398578331928621,0.8486095647393962,1,4,36.467392979622346,0
DiplomaMill Online,Elizabeth Thompson,Mobile App Development,2020-11-02,2022-04-18,1527a64609a422d7ba2a34f94d9bc502e4e7c6941fa00c816d43bbecccabfd48,0.0237,1885,0.3247,0.7172,0.0504,0,0,129.83,1
Yale University,Jennifer Williams,Computer Vision,2024-08-16,2027-06-13,5aa1675fb1c4acddde06d5b2e04ed4d0eeab77f27777c57cb8c7371febf5902d,0.7344141586419998,502,0.8788690354514794,0.8973720963677745,0.7585382718426451,1,9,49.9047867222087,0
University of Toronto,William Rodriguez,Big Data Analytics,2024-12-02,2026-05-25,f1dcb757e364fee1ee8a868926fb247888c0b57b747ef02ad2df5fa9fe35ac18,0.7183106748188739,394,0.932193170666488,0.922148045247563,0.9577472312547827,1,4,31.7479342798145,0
IIT Delhi,Jennifer Martinez,Project Management Professional,2025-02-06,2027-03-05,06cd9931a63b0e9625bee008bb165311b6735f93b14cac92ed761e326184da8f,0.73546452778173,328,0.9697527125590447,0.8355833071218403,0.9574159334840087,1,7,5.585923260353928,0
Udemy,Sophie Johnson,Network Engineering,2022-02-02,2024-06-04,020168d7407e0c9f474ca5ef6b9e8ba0527921a918bb5905c71558be59ec6649,0.8394425104912494,1428,0.9239592859107225,0.9020727192873617,0.9175446022260615,0,6,107.0750746516936,0
Udemy,Mohammed Taylor,Quantum Computing Basics,2024-05-13,2026-12-08,03ac26a9caca2df769e46db9f8400c4df7f504fcf993d6c452aa0e80cba98521,0.8243522965053338,597,0.7323235275407456,0.9381638645482847,0.947492747013943,1,5,22.12598884189612,0
Columbia University,Sophie Kumar,Blockchain Development,2023-07-27,2027-04-24,73d714cb7fe003b43681f20218a0a7264c58d1bbe52ce859fd48596feeacd38d,0.9607065401257803,888,0.8188099957561265,0.9343929732726434,0.8551865833182041,1,3,96.60651276160833,0
PMI,Susan Santos,Computer Vision,2021-08-09,2024-01-08,e30908db1ca0c61eb455ba59983c5c92c88d715e5c9bfd61daafa0a573fc509c,0.7618183727742107,1605,0.9750450759675111,0.946829488365814,0.8809224094966831,1,4,26.555261693210127,0
Microsoft,Christopher Patel,Big Data Analytics,2025-02-02,2027-12-10,c7912086bd08c8f16e6098b9c0213791c54393f89930d97026271d1314a58aaa,0.8555784210298444,332,0.7313918851083454,0.8729385062030024,0.8838873431375048,1,5,13.572793420483125,0
Microsoft,Wei Williams,Blockchain Development,2023-01-10,2027-06-05,264fccd1130a4c5d79ea2d3a298c08999d99e6349394310414ff35f0346b9e30,0.8288026873062442,1086,0.8247185043494263,0.9523122709913383,0.8179217616305826,1,5,32.84712814116703,0
Stanford University,Sarah Smith,Project Management Professional,2024-06-08,2027-06-07,ae5ea8ac2cd1a8e3492b2669bc6ffc86c176e40243e46ab8da8489bd03cc0ec2,0.9052014687154017,571,0.975846462253716,0.9830860846530427,0.773195032583888,1,3,3.9346878296327237,0
MIT,Wei Hassan,Robotics Engineering,2023-03-26,2024-05-28,489b8d898d00b7a6b1eedd5db013451a4c9054cfb1ac6301c24ad00924651321,0.7002875037356922,1011,0.41975577600826375,0.9482351391623884,0.7450942022866289,1,7,27.259441712121426,0
Microsoft,Priya Garcia,Cybersecurity Analyst,2025-06-20,2027-02-08,9c9f4e107ac2094f68ed4cc2a1d37c0ba30259e2066bff789ef336d2364aaaad,0.7415058906636474,194,0.7491636613091268,0.9446585508481492,0.9872448308256818,0,7,13.026733945742347,0
Yale University,Sophie Kim,Quantum Computing Basics,2023-03-31,2027-05-21,74e2334b1c83dbffd70bd432ee369f92a47767f00a5a2dd203007583be701b7d,0.911339877810082,1006,0.7409203918253016,0.8586033079091024,0.598210650581367,1,3,28.26804361041253,0
Google,John Anderson,Cybersecurity Analyst,2025-07-31,2027-07-25,f76ebfc978aa258d6ad920c6beb2c42f184ded752563ec4ad9a19dd10831ebfb,0.8904965803401689,153,0.7419492239038467,0.9208616407536179,0.8724913513518596,1,7,27.5353012261509,0
Stanford University,Karen Thomas,Natural Language Processing,2021-09-17,2026-08-29,e7258c9f7f72a01c9d1d600e602c3ec4c53d1a1d95e8b15133c948adbd0e4682,0.6635799456707513,1566,0.9290479781172435,0.9763819493359658,0.8548257265918056,1,8,3.1001764478399534,0
TU Munich,Mohammed Kumar,Cloud Architecture,2020-02-11,2024-12-31,2468bad5eed33ecf673f62d8d71e2738be7e921ee64aceaf340a3be77a5daa01,0.8267620584953671,2150,0.8755229889715057,0.9991003764674746,0.9557808114068147,1,11,4.228315262796835,0
Microsoft,Mohammed Taylor,DevOps Engineering,2024-06-19,2028-03-24,ae395d22892b4d141cce870df70330652e745ce70fe08cd269b88b4e9ee42d4c,0.9815304553431708,560,0.8970263539925668,0.9026560129302797,0.8404081432411048,1,4,14.45294750717174,0
University of Toronto,Richard Smith,Big Data Analytics,2023-12-11,2028-04-18,6d6880a5f5845c526a0c3af4b46fd0df028e46d0af570a3724921d88551f1466,0.73528783496193,751,0.9424776499716802,0.8772326502130366,0.7450586987216742,1,6,32.37952679641251,0
ETH Zurich,Jessica Kim,Data Engineering,2020-11-08,2022-03-23,e2e4255b0699a0d80978364fad047bd4a5696ee7f1ea9568d90765074d9ed788,0.7866633297014676,1879,0.8824300907434206,0.9016970955400128,0.9600972209523015,1,5,20.150552930233708,0
Harvard University,Patricia Smith,Mobile App Development,2025-07-13,2027-05-18,4333bbe11af6abfff463c9133b0afaf14ac3e4d1a7d570ca4bfc607e0fdc6108,0.6767693352328581,171,0.5040684455449836,0.975224414598979,0.9272878513951528,1,6,46.43156026286059,0
Yale University,Sarah Ali,Computer Vision,2021-03-29,2026-02-05,087fe2c3d2e305d615c36c910dc3546ac9f6f672ddc46828087d95646f359700,0.7914440697343011,1738,0.6774741798774737,0.8681689354602747,,1,8,4.883123713571946,0
Harvard University,Joseph Anderson,Agile Methodology,2023-03-15,2025-05-23,952a20a6f3f41150e140c4de3526b11e7e1b6e915ffa2d0b74fac563d41eb7c2,0.7818833628152169,1022,0.8298553559999624,0.9458462311305241,0.8068398698508299,1,5,62.085243055030375,0
IIT Delhi,Fatima Ali,DevOps Engineering,2021-05-18,2026-01-11,9fbeac3f03e99a9051d10566598f44e14946bebc50f1c1facc148a33fca4cbca,0.4769573540607448,1688,0.7885420176086698,0.9584107886298462,0.97197146060222,1,7,6.050529924194566,0
ETH Zurich,Sophie Garcia,AI & Deep Learning,2022-11-06,2027-09-28,5b7ef710880b37e5d370dd63a4efc8a7c41997d04ca46bd6fdf5d3a988c859b2,0.7826213133379952,1151,0.6164401513397316,0.9097643332586058,0.9432474188418105,1,8,6.008243968457838,0
CompTIA,Sarah Harris,Machine Learning Fundamentals,2023-08-17,2026-04-10,57327d26a42dc55053f87a14ab915aa68e0809c1a78cfdb04386cac02fbc5413,0.9104697827642665,867,0.883814367339502,0.937809441358999,0.7635829979388596,1,7,14.122236270339064,0
Microsoft,William Davis,Business Analytics,2023-09-23,2028-08-20,47b8823fe42c5645a0592cfb9d834e57e533fbd646b07c6d930cbf46adcc405d,0.7204157709687741,830,0.8745302324700195,0.9174808636490615,0.879227103357913,1,5,27.231131176261567,0
NUS Singapore,Priya Anderson,Data Engineering,2021-09-13,2023-07-21,6620b349254a644adc66d7c2878468c4d9d8f7650f6d27200d2cef936a75235e,0.8102990253402221,1570,0.9393684035671053,0.8996100718213208,0.7897496347129032,1,4,87.0563788888146,0
Johns Hopkins University,Christopher Taylor,Agile Methodology,2023-11-26,2027-07-26,ebcead12169a7c68151d2e4154b84dbb6e5c1508a94468af52395bb6d9c36740,0.8720565353087001,766,0.6739108748288617,0.909634373882756,0.8702451823975088,1,2,54.957013374944864,0
Harvard University,Linda Kumar,Cybersecurity Analyst,2024-12-14,2026-11-17,b88b5ec3c895bb7b7d1ed77e2a6fc3b12c483be769c64fd80e1a4e0ce51694be,0.8074087210371431,382,0.9749315923671061,0.9540107822714667,0.7617260946823096,1,11,36.66405241955478,0
PMI,Patricia Jackson,Digital Marketing,2025-03-16,2030-03-07,0819bdf5a3b6ab6eb997206853bd9421489a09aaeb4e6dea4f09233ea5ebde80,0.9486257505650355,290,0.8700539102562175,0.9456434162861722,0.6628516799143073,1,4,35.382249620514315,0
Cambridge University,Elizabeth Wang,Cybersecurity Analyst,2023-08-02,2026-03-06,d4a219214f730f6138ad4fad58f3c3a6d5398b921673d90ad479e27a29158e63,0.8198374514299385,882,0.875295360490635,0.9524863449165778,0.929926627662124,1,8,27.54701622365449,0
Yale University,John Martin,IoT Development,2023-01-08,2025-09-01,e5343642d3255375537885b325cdef9285f93e92023139f93818bfa5d09b8b49,0.966405367234985,1088,0.8466143914372074,0.8962491462371137,0.721904130268567,1,2,15.988859895221685,0
Google,Christopher Rodriguez,AI & Deep Learning,2024-08-20,2028-05-02,632f91b98a48c3f5db1e63c960f4727612c6604b177ce97462cbe9c4d23e49d1,0.6923044413029903,498,0.9383470685761236,0.7929868272873928,0.9192598240501239,1,6,1.847037089923222,0
Adobe,Jennifer White,UI/UX Design,2020-09-28,2025-05-13,ba961c5fc76bda8a366507c20ef85b04e412ff5e372fe3bae84a12134e6a4abb,0.8599939971782293,1920,0.9426278195245917,0.9121449385005246,0.986127020723963,1,6,10.328526056346814,0
MIT,Arun Mueller,AI & Deep Learning,2024-02-23,2028-10-07,105a5c7a212269c6d6d1d1777598db2e7e02bce540a5e842c38100f02ce256e0,0.7050520463976733,677,0.829622223085617,0.9197102292321979,0.8603343563144894,1,7,41.157542956172314,0
ETH Zurich,Jessica Taylor,AI & Deep Learning,2024-12-29,2028-09-07,aa622566460ad6b833cf5f55887d1262711592850e231ff417764a43fd236aa8,0.46688030846085987,367,0.9843909471678975,0.9289498864516446,0.9876967415071368,1,6,13.504995554247778,0
Adobe,Sophie White,Full Stack Development,2025-04-11,2027-09-01,3c440c7d0fa692546e2cb594b1e44c7d72052dd59ebdcffff94e4265f1f51357,0.9489523286081041,264,0.7781067119911285,0.8763941679055836,0.7989066858971469,1,6,5.227247208317581,0
University of Oxford,Susan Jackson,Data Science Professional,2021-10-02,2024-02-14,aaa36724bbe2e0b709514c4dc252f08a55ed326605029146f68b5e27c40f6fd6,0.7935877852062758,1551,0.9144376458484571,0.9296833103802608,0.9199316465548365,1,6,8.630206948779605,0
Oracle,Sarah Patel,Quantum Computing Basics,2023-07-26,2025-10-30,bc2324c9ee16094dbb9fd285b77a5cb7fc656fade365d063a7b477a3d70896ec,0.8658155961374818,889,0.8644501767979292,0.8609599953430046,0.9029374434762294,0,6,71.71735692695465,0
Stanford University,Fatima Patel,Cybersecurity Analyst,2022-12-05,2025-01-26,6445f48180554c37ed6f98dafe88c3c85489d5ab45681921bfdce5971f250381,0.8553192100490067,1122,0.6601870751055501,0.909743553879339,0.7236487512060436,1,4,8.420754562413856,0
Coursera,Mary Rodriguez,Robotics Engineering,2025-11-30,2030-11-20,87f7c56218f51dd363ee4ceecc8e1c05599c5a6ad9bb9f67c0386915423190bb,0.6830180850427918,31,0.7153872481362229,0.9359580145045996,0.778743599514415,1,6,12.255816025763554,0
Cambridge University,Mary Ali,UI/UX Design,2021-01-14,2022-01-17,5d0ce933425503eb89f8a16af1f1c0745d2e47dfcf17c15e8aaf812cb4f3f27d,0.5093270899292468,1812,0.8973407550109486,0.9712731518687633,,1,4,7.1615123568893795,0
Adobe,Priya Santos,Software Testing,2020-01-19,2024-04-29,479820ab669f5b0e30aec90f362a07a5e1a04b411a87600eb74a6a403ec3b790,0.8741735081545259,2173,0.7722475858402822,0.9163042864272422,0.8286353746000585,1,5,14.6081536033379,0
PMI,William Harris,Robotics Engineering,2021-07-20,2025-12-04,80031a674203182616ad708edb1c48950fdb33630fa98740bb25c2cc8f3f196f,0.6982876991234168,1625,0.7458209289067379,0.8846613067432796,0.9491408660040986,1,11,14.25197666981298,0
CompTIA,Mohammed Kumar,Data Science Professional,2020-10-26,2022-07-23,ca43a93c4ac32f717010559800f48a631250a3d8e0f2c6115ff0e1c3e5eb4d1d,0.8307157898956424,1892,0.8115337739063009,0.862336383445652,0.7262402073921466,1,6,17.105675581024908,0
Google,Elizabeth Garcia,Machine Learning Fundamentals,2023-08-13,2027-10-08,c69d394d386207effd97cc48545c280c5eeb74ab9277c515bdce645a984af5f8,0.723696148454176,871,,0.9133925498558777,0.8289474677034884,1,9,5.366491710203814,0
Stanford University,Michael Tanaka,Robotics Engineering,2023-04-30,2025-05-05,52013e2107dc75c94a920b620b37413a35d1f5a83723cc11e945a74469765b93,0.7249645465661547,976,0.8936909877699651,0.8919733372920028,0.9687449649321178,1,3,5.52649668191669,0
Udemy,Carlos Harris,Natural Language Processing,2020-03-25,2021-12-28,7986ca4594dee809f6e17cce84331e9076b1447964466afe46ef40fd11934ff5,0.8036026087867172,2107,0.7946472026792978,0.9644252262556686,0.9208829688519701,1,3,9.319584400210465,0
edX,Fatima Smith,Project Management Professional,2023-07-21,2028-06-26,e01b19f8c5b5316e0464417442a01fd68e8d39813f727c97dea17dd875411556,0.8608220952236837,894,0.8923610390806149,0.9410880945465167,0.9420746774845546,1,6,9.204792027609047,0
Microsoft,Michael Thompson,Machine Learning Fundamentals,2024-03-01,2028-03-22,73e52afc92dcd6bdd9bb37d8457d7ffa7a6997f42093e2353fa75bf2bfd8bd64,0.8623615317550166,670,0.707775295081207,0.9051478986010891,0.8715400991358272,1,5,29.64403500930893,0
Cambridge University,Patricia Ali,Network Engineering,2024-08-06,2025-12-08,9760a4d7773a3745ede8856cddb1fd0209b2d9e9a334adcb6e52483d01cec52a,0.5733784702211465,512,0.767002279566426,0.8973637547328813,0.9571270363151574,1,8,1.8523811100834033,0
Udemy,Thomas Thomas,Cloud Architecture,2023-05-30,2026-04-12,b1478d9dfb0b4a31e8237ac1708f1e6ba8b3dc80e88d40bae5d1f08dcbd73a7d,0.7643984051428521,946,0.7741109874515744,0.9534654515482587,0.989305544261285,1,10,1.0653504331858157,0
CompTIA,Mary Miller,AI & Deep Learning,2023-06-02,2025-08-04,2736871b27a5dc1edbd7e95bfbd539c9760fb212546ae428bb7b3174cfc4296c,0.7256515817366276,943,0.9532926962481745,0.8383009764176746,0.6298845740982839,1,5,45.1300703160079,0
PMI,Michael Mueller,Agile Methodology,2025-01-17,2028-05-08,2cc8c12c430691da0214e408516e65fb3557791e7f657c074b4d98a4741e07f6,0.8475998134328256,348,0.5502629989692415,0.94182555279898,0.8862744445428327,1,4,17.0478778936991,0
CompTIA,Fatima Williams,Computer Vision,2023-01-28,2025-10-04,b0b79bc13c636c1245b71e974f88deb6e1db83af53fa41ad17648d306b80af66,0.6645391008028741,1068,0.5290080950738462,0.9655371176823859,0.9515423116859758,1,9,81.12767886586144,0
Udemy,Ana Davis,UI/UX Design,2022-07-12,2027-01-19,fc246eb4625ca03cf285177e22111a0adb05c4c8245ac07b7a60ca2f234076c1,0.8765525050204217,1268,,0.9724293717963595,0.578333662994892,1,4,43.30115692486207,0
Cisco,Mohammed Wang,AI & Deep Learning,2024-03-04,2028-06-01,1bb2285c6df8e0db33b7083c1b4f9a985684539f5e30b3f6c7fa7fe560b66514,0.9604689460127274,667,0.5685945607809598,0.9703866240685386,0.8570050684452202,1,6,13.904679989465643,0
Cisco,Ana Mueller,Data Engineering,2025-12-11,2027-06-02,3dc716b2b4b214282f891da3eb9546697f8072816927c97d48c0e1243b60ba43,0.7544146115553009,20,0.7202888649575755,0.9360968960688085,0.9823844898743613,1,10,78.31071841439437,0
University of Toronto,Barbara Rodriguez,Machine Learning Fundamentals,2022-07-12,2025-10-10,48d9e4f9794d88512044c5a5030d666f30edb37813eba2ac88d9b4c52ea8536c,0.7017178049217758,1268,0.9095361353574732,0.9888600861958478,0.8703631146868751,1,5,4.246568961343374,0
PMI,Carlos Kumar,Data Engineering,2021-12-11,2026-02-04,dd0c726f2252f0a130125b91aa22e5472b8ef80babab0f88ac033f1009dddc78,0.8665445519137897,1481,0.946394876501558,0.9300139370933089,0.964564297250741,1,4,74.90296952576287,0
TU Munich,Michael Martinez,Database Administration,2021-12-21,2023-02-10,5d947467e8e000e1401d9a49cd208d8424e0073d4bc492a11a570d9e0919dbd0,0.6916369033963558,1471,0.7982095516775102,0.8707409900792902,0.7846612260237976,1,5,37.34614049674349,0
Stanford University,Carlos Jones,Blockchain Development,2025-07-31,2027-01-08,fe0e3dd0e9566e78274e296765804bd972ea2c13919ef60473caafe703596c4c,0.7320284387139507,153,0.8838560739972792,0.850937255271871,0.9494619393273106,1,6,60.612303584986044,0
AWS,David Santos,Natural Language Processing,2020-12-05,2024-01-22,f30ccb5b96c3769b91dc459f50ac86fa772f3fd6b5dc44bd32a60afd8b26edf7,0.7544219064603255,1852,0.7492041344145244,0.8884969859102482,0.9337965441380118,1,4,32.75738673112503,0
Cisco,William Smith,DevOps Engineering,2020-11-15,2022-09-28,2939fdb14f03a7f2b6f1c2f47a62e80c91a86ca6ac7082fcf8ff1db6a9758055,0.9597193672868358,1872,0.854884488896322,0.9246269282952077,0.9620540537234314,1,5,3.1445495926116735,0
PMI,Sophie Patel,Computer Vision,2024-12-17,2026-09-27,1f0f91ca71eb4519ba9b39d00828fad6e75ba521a0ddcb22cd52547e430b6682,0.8740292959874663,379,0.9371089718114947,0.9178358563155354,0.9310368123984079,1,6,37.13756630110117,0
TU Munich,Mary Patel,Machine Learning Fundamentals,2023-11-23,2028-10-06,850a50828d76ff57a774c9da986409dceee3064e24a275372f29827a813950ab,0.6360949588199284,769,0.9477267550305211,0.9292322928496628,0.9735272166332916,1,6,60.15800070706192,0
University of Toronto,Jennifer Anderson,DevOps Engineering,2021-03-08,2023-02-04,5cf5536a9aba55b9219e7f5c61066662bc6db3f236218bf44e3d496af153581a,0.8315642667925668,1759,0.627506968699825,0.960657314086243,0.8438427829089491,1,2,6.209186001290791,0
University of Oxford,Carlos Wang,UI/UX Design,2020-01-11,2022-02-27,34a37ded6b94a8c019d272fd443b007fd0d53cbf569dfa487ab0599892ef57b3,0.8320951082933419,2181,0.8255269855219567,0.9803536097164399,0.7287142496045973,0,6,59.78222370501838,0
Stanford University,Richard Thompson,IoT Development,2023-06-01,2027-10-07,254d347e018a377322dcbea8ff6db05029424cc1e48bc37dbc30d6f80e4cc4d6,0.8719198743342512,944,0.9063291536467079,0.8833472142055783,0.987282682104365,1,9,64.15126244200958,0
Google,Carlos Garcia,Computer Vision,2020-07-09,2023-11-21,c095c1ff066b17dc479ef036bb63b884a5f84b9c96bf60b7fa95d124f98aaddb,0.8386576527645605,2001,0.6856735531287218,0.9206062785400493,0.5342230971468065,1,6,94.71285581735884,0
University of Toronto,Jessica Martinez,Quantum Computing Basics,2022-05-19,2026-08-13,1d8406805e773089179f4d539959b7ba088a7cde0640aebaf11659fc2ad78589,0.8162849455476432,1322,0.9124259874535745,0.9470687235182005,0.8763208396603653,1,5,12.005422291030548,0
Adobe,Pierre Davis,AI & Deep Learning,2021-10-14,2026-10-03,dbe00011e4ec79d3440def13069ded4fbfe97660493c2f9f41e7849f92d22f5e,0.9500136939705268,1539,0.7902776416596997,0.9483025325015026,0.884823333273898,1,4,61.64705165624071,0
Columbia University,Priya Thompson,Database Administration,2023-12-10,2025-07-08,cabb70ab3423ba3732be77e201d6e68f8bb6ca11f466dcd911cc7609c09e0e8a,0.5764458071902109,752,0.8804663217084626,,0.7435661216882683,1,5,9.530074335798528,0
Udemy,Priya Mueller,Business Analytics,2021-01-15,2025-09-22,51e4c5672855e17df43d724a32d1f684de46fa0907f2b0ea153feebe51ab7105,0.43759241965721496,1811,0.8689837906989133,0.9422769894064037,0.9344601880832052,1,3,84.33728792181508,0
University of Oxford,Yuki Mueller,Blockchain Development,2022-09-15,2024-05-16,c47fae37050f54bfad6412bb5ef9c4f6d23fa512e9d27da65b61ad31632ec57c,0.5328789352837787,1203,0.9577378668531688,0.8604528427943506,0.9337907375733695,1,7,13.05604489639363,0
Cisco,Joseph Mueller,Cloud Architecture,2023-11-25,2027-08-18,8ea0dc0504d2d906e7f76b88169c2adb6cd2a1186214b4998cc9c8024bc30d2f,0.8852400791826738,767,0.9529776532950637,0.9069070732554412,0.834816618174776,1,8,0.5056770670497144,0
Columbia University,Fatima Wang,UI/UX Design,2024-10-21,2026-04-06,e56c954e77,0.1399,436,0.4,0.6774,0.3025,0,0,14.58,1
MIT,David Hassan,Mobile App Development,2022-11-05,2027-07-31,3d406f3cd351fef5c7653a3254df2eede75cfd3bc3ba5954e7bad2e0741add78,0.4690433734953573,1152,0.9032361938713703,0.8773838575015087,0.8514642726763482,1,3,0.17261990505971483,0
InstaDegree Corp,Christopher White,DevOps Engineering,2021-04-14,2024-04-05,b80112a03add2c30ed0b25d35f013cdea36ad51e43b1020bba19c7fdace11ddb,0.119,1722,0.4973,0.2975,0.4239,1,0,8.96,1
IIT Delhi,Mary Ali,Cybersecurity Analyst,2022-11-27,2026-05-18,ca2d6eefbc031902f0fa687dfa4900f61bd4dc1f5e9683de23b7155e17653c97,0.9972798848511042,1130,0.9551695803267825,0.9063187724614663,0.9958412542571198,1,11,12.346841664406243,0
IIT Delhi,Jessica Thomas,Mobile App Development,2023-03-01,2024-04-07,d6f5964fc3c57986c18678a43b09221d60fda7b999a7abcdd728db5e74d4440f,0.7297452778677042,1036,0.7796777717615434,0.9415650480060516,0.8669950896510399,1,8,11.76409915576067,0
Salesforce,Linda Thomas,Natural Language Processing,2023-02-14,2025-07-13,580b48c2a984d63d12efc835d6f8917cce6fccb70f24118187c48e7a8667f1e2,0.9780311786286442,1051,0.6800148827199688,0.838610441403792,0.973013598130128,1,8,25.817897570242437,0
edX,Pierre Harris,Machine Learning Fundamentals,2025-08-06,2030-04-19,d7a40a96d7b8f77f6d19c2bb6a2fd83de4300c334a569781cd87e2f91e032f58,0.70373690852265,147,0.7927399007542433,0.9000374807076693,0.9670074244832824,1,5,24.31155806585976,0
IIT Delhi,Fatima Kim,DevOps Engineering,2023-12-16,2027-03-03,d7e51b578b94671cbd9fdc5cf79c9e8f01de84b599cee01abdcf3b87f79bb8dd,0.9017309959454693,746,0.7390966301936164,0.8981392770439184,0.9396321413724269,1,7,11.483582705875646,0
Cambridge University,Wei Johnson,Quantum Computing Basics,2021-06-06,2023-12-04,de0edd16c73a9ec10570f4d14375a8c9112de6e6e258d5d9674643dc602caa6d,0.771967578052183,1669,0.9198142245288694,1.0,0.7467582013497743,1,8,37.653320696677376,0
IIT Delhi,John Hassan,Computer Vision,2020-03-03,2023-07-13,4634bd3398b0c553c9fdf395bf23c34ff43fc20934f9ddf009112008d88f8cd8,0.8665112061239667,2129,0.9656531121579476,1.0,0.7790163039245187,1,3,16.88487601569421,0
Cambridge University,Susan Anderson,AI & Deep Learning,2025-07-22,2028-02-17,8de2fbc04d85f99364b47d85b5fd6e8b9d2ea337557c4b9361ab62c6e6027a05,0.3996,162,0.2784,0.5475,0.0387,0,0,21.16,1
Yale University,Barbara Smith,Cybersecurity Analyst,2021-03-19,2026-01-07,cc154e2a4c49b8632975e3e7a45f66aee6f56f139e5e33e3265b4bb9dba8d5a3,0.91606203995981,1748,0.886412137974258,0.9010487385977018,0.9423350602299828,1,7,2.8215950225131348,0
Cisco,Wei Taylor,Robotics Engineering,2020-06-12,2022-01-14,bd85a0b72bc336c4ba9bb7a8bb7ef2b4e276173aab9f53c295710808a7bd4564,0.8999567140008401,2028,0.6341351172568952,0.877064537116484,,1,5,64.55500757769397,0
Cisco,Ana Rodriguez,Digital Marketing,2020-05-10,2023-04-26,38cb02f9f4732c4e5d6b2e7915c60ec820bb5588ead9db4423a0fe4eddbe8e6c,0.777008398297411,2061,0.9884036892109732,0.9127243923425072,0.9193116327775758,1,10,16.812058774066404,0
Google,Thomas Chen,Mobile App Development,2023-03-13,2025-12-03,560bb449480cdb84e890df6d4aa205aabd70e0a3da99b0b69b767aa5c82e2c46,0.928655356286743,1024,0.9226612324041531,0.9085985985107561,0.8362349997701828,1,6,13.67252726205503,0
edX,Elizabeth Johnson,Cybersecurity Analyst,2021-04-16,2024-02-04,19c652155a5f292b1195a4f8ee1d6b240cd1ad84046e423417d39cca15dd01cd,0.7631220218624198,1720,0.770528656163709,0.9198935247854773,0.9366418453532648,1,4,3.735934152322682,0
edX,Jennifer Jones,Project Management Professional,2024-11-25,2029-03-14,2ff72840910fa667d51b5636ad90ca218a4a499c051ae83c7dc8335e78558c64,0.6584353423159335,401,0.8980367603562331,0.9307148005345721,0.8647475098435643,0,4,10.156097381084955,0
Cisco,James Martin,AI & Deep Learning,2020-07-22,2024-06-09,b5d25a940f2052303cbd476df89ae5dc3a1b550e787e683321ed5384f6df2a8e,0.9119244159521289,1988,0.5118682614659458,0.9745609784869752,0.711898071547624,1,2,18.07123227217576,0
Harvard University,Robert Taylor,Network Engineering,2024-03-20,2026-12-14,609916890a24bcbe17c03bb9e13bc0a06b6e7d07e72a75735f3def7bbc090432,0.9095817265150328,651,0.94672811522365,,0.9595577878508749,1,6,23.927918951115604,0
Coursera,Joseph Anderson,Database Administration,2020-09-01,2021-11-09,64f4f62009dd73b4b93be6aa4b3681970c328193a722084981f7a4f3dcee4c21,0.8608784967008697,1947,,0.88045796788049,0.48786564478321254,1,5,8.849766660089951,0
Salesforce,Arun Davis,Data Science Professional,2022-05-25,2024-05-26,2c738bbc10f4588d90396aea943245808ecac99865fc05f827ae8ddcb58a98ef,0.64713218727443,1316,0.9062000137686664,0.8944354611625502,0.8528829178171743,1,8,58.58408882786375,0
Salesforce,Christopher Mueller,Computer Vision,2023-04-06,2027-09-25,8bb1424ad0e7d742ebc32fd128b2865d88f95e5d75f6c0987c910bd00b80761f,0.5762997395191153,1000,0.6851797530727824,0.8865313954177374,0.8452395902313503,0,8,35.97731298872773,0
Oracle,John Jackson,IoT Development,2024-10-24,2029-07-02,2619bed0856971ea2c64ffda479a21d7b0f68708e8df58b5b0a3e9fd67f67009,0.5187956696284163,433,0.8156896786642166,0.879097901553708,0.7978200822581133,1,5,5.211962164432307,0
edX,Mary Chen,Machine Learning Fundamentals,2022-08-04,2025-07-28,84bb734eb1bd04e18251a055e7acdb67c442d594664fda75b271560acaa5b408,0.5699104432894564,1245,0.5763301847871477,0.9564707719850568,0.8331858022042444,1,9,34.833278732429335,0
ETH Zurich,Richard Wang,Blockchain Development,2023-07-18,2026-12-14,557112a1a6c157f3948a5609a715f2400d4ffda499d9d0743956bb321136d6d3,0.7735722217241655,897,0.64443257074438,0.9017066859652811,0.8457357373886887,1,7,79.26956768403863,0
Cisco,Jennifer Thomas,Cybersecurity Analyst,2023-08-28,2027-03-02,2f5b94a95e2f40080877e90df1dd959859c2b3acc109934b43234b274cbcc333,0.8182276509705353,856,0.7398219214438024,0.9699652520531722,,1,3,16.305522638022452,0
NUS Singapore,Sarah Garcia,Software Testing,2022-07-01,2026-09-16,65d2eece9d087d55d0d9124c536cf68abd9320bfd91f731522a667f39f19560e,0.8420901409278764,1279,0.8652016748907652,0.8613613617331957,0.7535118429580169,1,3,3.2206705149489645,0
NUS Singapore,Ana Mueller,Business Analytics,2020-08-06,2022-11-16,4a436ee07311a91a53f6d8749998b4c5bd27c08cf8da7dfb51c2eb252506ae65,0.9499106707841106,1973,0.8661666264428837,0.841341542832083,0.8810493919506444,1,9,24.747415837541947,0
Salesforce,Barbara Jackson,Data Engineering,2025-03-27,2029-11-09,09700e3035d9a18b9235b2950acaa4ee3f249393bed2ace634d8542c3f8a41b2,0.9491882975033088,279,0.9098503846458832,0.9989732204727857,0.8923164335930833,1,4,9.372461978391076,0
Oracle,John Garcia,IoT Development,2022-02-28,2025-03-11,3508144235de881cfc554d61aa5a3db324885a41cd76d4522ff8335ae878948a,0.8352267217898869,1402,0.8410633889705799,,0.5493299187035191,1,9,17.960940747762358,0
NUS Singapore,Linda Wang,Project Management Professional,2020-01-10,2021-08-04,d792bcabfb44a5e0e4acb9e9b255eaba32e16684b8065d405f26d8c13dfedeea,0.7901029578390566,2182,0.66119955635975,0.9403367651224607,0.9643827268439558,1,6,29.56615770354056,0
Stanford University,Priya Davis,Project Management Professional,2024-06-19,2026-05-24,a1313486badfc200d195debe6c65c0dccacf0c0edcf1760758a7ed70729456db,0.7281750661753854,560,0.8852349494368188,0.956699880309672,0.7905080189021437,1,8,8.761611767576314,0
PMI,David Patel,Network Engineering,2024-07-28,2027-05-08,a5eaf0e82aac33c4ebde8191d1c8d6c5e23e5f7d35397767a616aeb12f8b9078,0.8471084682637487,521,0.7292725652208318,0.9444474017553484,0.7794922482620747,1,8,2.3278398432872844,0
IBM,Sophie Thomas,Natural Language Processing,2022-11-27,2026-01-24,deaced619115267c5722ede76dd61c717f9bac2c17cd968c3ae0bccfbd435830,0.882794396752461,1130,0.8042356164823531,0.9585652942163021,0.9390551459745914,1,7,86.00278454746314,0
IBM,James Thomas,AI & Deep Learning,2021-10-13,2025-12-20,0a19bd540a00a0fa5fbf55a5348c35991a36805fee06b4283ddc360d883a1f5d,0.8615206415838835,1540,0.89242460390886,0.8513112616791167,0.7698216080359505,1,3,27.849564153690576,0
Cisco,Pierre Smith,Machine Learning Fundamentals,2024-06-17,2029-06-14,cb47af4cd7b6a23e83151251321a3ec306a4bb81ce27cfa9f67c63a353063e64,0.7610862332142774,562,0.9364303219524016,0.9457378035786466,0.7375106244694932,1,4,71.89864352004896,0
Johns Hopkins University,Richard Kim,Robotics Engineering,2021-12-06,2026-08-26,b90f9f18d507dd50212652c14d51c7c17cbc59fb2c786768e91044736bc08ee7,0.8832750371102625,1486,0.8108534808126043,0.8680920946479339,0.9293739209522633,1,7,0.11765357683294075,0
IBM,Priya Garcia,Data Engineering,2020-03-15,2024-12-28,b1ee1ce6f2655a1dfb02c1412981b7928bdc0dd309523eab7e03a7888e645cbc,0.7203306626482612,2117,0.7771234864772815,0.8620752931734958,0.8177621885055469,0,5,4.944279468069502,0
DiplomaMill Online,Mohammed Thompson,Data Engineering,2026-08-11,2029-01-16,a08e68de381e448ce5888b1692ede71bac973e174b67fce21ffae377894f9417,0.2357,-223,0.4713,0.4996,0.0417,0,0,94.72,1
Google,Susan Thompson,Machine Learning Fundamentals,2025-06-10,2028-02-07,456ac03799fdd82b5ed66da709c6980b9c9710699d5bf508f19acd6539199f19,0.6922205759955038,204,,0.9716487210478423,0.6993931177877706,1,4,27.62121233686662,0
Cambridge University,Richard Rodriguez,Machine Learning Fundamentals,2025-03-11,2029-07-24,c2a2c4c5a205edf63df5229f1914a97bf1fb105b5232b55a01de5435ccb2794c,0.8371757643831165,295,0.9753844311588262,0.8766282995349037,0.8795205798569732,1,5,27.193892550346682,0
edX,Christopher Chen,Digital Marketing,2021-03-20,2026-02-09,0912c666aab314b27895b1a83db0af20a80f290fd9a7e0f8777c2592025fad9a,0.8658102784334893,1747,0.9065469147645926,0.8430428666754968,0.7622109860430285,1,8,4.135364170945614,0
Stanford University,Jessica Kim,Computer Vision,2021-07-10,2023-05-29,2ea87c4bcbf8adbfd16de39e510111452cac45b656f7ee02c98b27398709e40a,0.5027716098234316,1635,0.4932100153690309,0.9630515814528032,0.824766339887199,1,3,19.85768068099968,0
DiplomaMill Online,Joseph Garcia,Network Engineering,2026-05-09,2028-04-02,7e10bc64e9a955272473e0385bd5faa67710f67d3b58feff4dcbfadadc167739,0.1863,-129,0.1646,0.8076,0.177,0,1,16.57,1
Salesforce,Priya Patel,Robotics Engineering,2020-12-23,2024-12-12,7b8a8c581e49ed87ab1ee828132ceca15fa0cd1c75da756f983f71e20b453121,0.8884982408881686,1834,0.8897412841509175,0.964518848540066,0.9233897412147009,1,7,117.3382842324029,0
Harvard University,Priya Wang,Machine Learning Fundamentals,2020-08-03,2024-12-19,0240ed6e29250ea82961646f4abe22f33030d3331c60a765971b3c9a51847b63,0.6199797796229484,1976,0.7282301034706498,0.9341450117865535,0.8549815326351519,1,11,29.281488926857353,0
InstaDegree Corp,Patricia Jones,IoT Development,2024-07-22,2027-05-27,f10dbcb8fd70ff9ed084b36c59d0692974de8681ccfd37a43d5377d2d5e5045f,0.1082,527,0.3952,0.3827,0.0449,0,0,71.55,1
MIT,Wei Brown,Data Science Professional,2025-05-09,2026-12-14,20b58078c2c5b016025884660dd77a93280ac89d103479c9b975a5ddadfa15f2,0.5891322227980731,236,0.7529294812611875,0.8968449172696503,0.9185143327647859,1,5,70.69626638843495,0
TU Munich,Sophie Thompson,IoT Development,2025-09-18,2029-12-15,7c53a12b753e99946a94bea12ff473074620b4e2ac6f7488774b87c293df6606,0.8674198132705695,104,0.8564194647384328,0.9373263509156501,0.9875037083175107,1,7,15.47377817085194,0
Coursera,Michael Mueller,Network Engineering,2022-10-28,2025-09-10,4a3a4a18a27d81a444f1cdb4fd20a44130245d277a51f52bbfeb1b7d7f38bf0a,0.5497160675277539,1160,0.8491962272525585,0.9327506478339305,0.870963090799109,1,6,23.4297889275372,0
IIT Delhi,Robert Johnson,Mobile App Development,2021-09-24,2023-01-10,1bc8d8d24fac2e303899d33141d5acbca3ce66cc914f11998ac317df53d5aa78,0.9578338351874143,1559,0.7437397959136328,0.9128563200562873,0.7943675798540978,1,5,33.80448095272206,0
Stanford University,Pierre Harris,Cloud Architecture,2021-02-06,2024-08-21,a3810aaf3894b1f5e1735184b20df52ea22fab5fb698f5871822e18d283e5067,0.734277197895751,1789,0.9419982672597448,0.9156014923959346,0.9590057237096228,1,6,96.30896438999486,0
NUS Singapore,Fatima Dubois,Software Testing,2021-02-18,2025-12-13,543035b378c249076c4b3f15e00d0e210dcb2a4d4619e6c59209586cfbb2e4c0,0.5978408818064317,1777,0.6793549413186811,0.9345524718036424,0.89009690562042,1,6,11.617528211367597,0
CompTIA,Ana Taylor,Machine Learning Fundamentals,2024-10-27,2026-08-28,0b3f597ac14415c4d9594bb57531625f5e32ce591965ea23fc2c68cdda63dfac,0.7444902513934158,430,0.9524420378414606,0.9090527142865226,0.6661687428399357,1,5,49.25458244848085,0
CompTIA,John Mueller,Business Analytics,2021-01-26,2025-11-23,418ccc0181994c1c9746f301ae750eb080384d324290f742f13f3aad395ba74f,0.101,1800,0.3257,0.5652,0.1239,0,0,125.72,1
TU Munich,John Kim,Software Testing,2022-06-10,2027-03-11,443685b86e46f935ffcb8df7369eebf5c4e4c5fcf9aef540f85dbac8c1ee4f0f,0.0515,1300,0.1335,0.6107,0.2003,1,0,156.27,1
Google,Jessica Thompson,Software Testing,2024-12-05,2027-11-21,fb360361dd9d2bd4032eb3cd7fa03cc208f68361ac9c2e0fef3563f47d387509,0.9713008124802381,391,0.9281034590163381,0.9443408628763504,0.8466243635153059,1,4,9.549034598509385,0
InstaDegree Corp,Fatima Rodriguez,Cloud Architecture,2026-08-23,2027-05-30,d5552bd3564b02da5328b5360df97df10bd4ded0cc1cb30a71fa1d35bd28e7a2,0.5054,-235,0.1707,0.7794,0.0623,0,0,43.87,1
Johns Hopkins University,Linda Williams,Cloud Architecture,2020-01-16,2021-11-02,22e8c6f912a8b60747d94a8a7af9e5dd938558cbf91218ebacf1beea8a4b54ea,0.8383648329466957,2176,0.547720482129456,0.8505803759870679,0.9407628499874797,1,6,21.547037173967507,0
Microsoft,Jennifer Jackson,DevOps Engineering,2024-07-02,2028-08-14,04fb477fcf45b88fecb810b1b7a0da81e958827c368685d81293593312eedb4e,0.531870424898663,547,0.8358292086006438,0.8711412539102705,0.8458387679829236,1,8,146.25433446127067,0
MIT,Joseph Thomas,Natural Language Processing,2020-03-17,2023-01-25,7bcc61b75373cbcd0e6e5960b9ab018e88a5f67bd9b6e8a71f7d5d23534c0102,0.7672870499281758,2115,0.7761366413640984,0.9059118117912881,0.8380072133552019,1,4,18.142697633880296,0
AWS,Pierre Martinez,DevOps Engineering,2020-08-31,2021-12-08,626fce609c7181d7045a9b8553963b626abc5672f6651ff670a88244c3bf9da6,0.821176897931156,1948,0.8996017477675022,0.9655680701144747,0.8425820673772441,1,8,5.080047182174396,0
CompTIA,Yuki Martinez,Full Stack Development,2020-12-08,2022-05-10,029e35ce69f49a95b984b2cefa636626063214448fee021423f70c2411b2160f,0.8265569809335914,1849,0.9578266460192857,0.9500763135651372,0.8926396243545606,1,5,49.11869305650632,0
Salesforce,Fatima Thomas,Data Science Professional,2025-10-13,2029-02-20,af177c6b6061357a5cdeb7462b65f3c25ef94eefa588378afb2635bae01b11f7,0.8053221818097512,79,0.8635265499236475,0.9135027912500727,0.76980594558496,1,2,86.08678961624874,0
Salesforce,Wei Martinez,Cybersecurity Analyst,2023-06-23,2027-05-25,d685147e046eec6a290534f7ad4ffe8e2ab4e8585ac0d68249bc68f851b924a3,0.6754053780628985,922,0.8311044858843277,0.8273485510012788,0.9233413649893081,1,7,11.376998597928159,0
Google,Linda Santos,Network Engineering,2025-03-17,2029-05-05,5f09f2a5bf8a6f2d85f9d23ec6b34c2cb86d40112392d7d8a78c2700f1c2e7ee,0.8139189100845291,289,0.7167058832421804,0.9793589707716259,0.8352651433459081,1,7,149.4808404545908,0
Johns Hopkins University,Yuki Williams,Big Data Analytics,2021-02-22,2025-08-13,dca98edf027805adaf881397858d2590c1eac5a3e81d3b9c0ada64d066562c8e,0.6547679220460654,1773,0.8724820635251784,0.9385550326635855,0.9704408016404006,1,4,30.6052276411124,0
Cisco,Sophie Davis,Quantum Computing Basics,2024-06-09,2027-11-25,5a93b933f90ce06e740ab10c3cfc77d88e3bcae67256ee135d93be720674b374,0.8309802634909839,570,0.9576449565154426,0.8534314404907474,0.802470323704988,1,8,49.58242631964699,0
University of Toronto,James Rodriguez,Computer Vision,2023-04-16,2024-07-02,81695b618f7c86da9377f19dd945407488368bb3279da887348b37c5f1bb28d1,0.6683950520347998,990,0.9792381247424835,0.9749224051741259,0.9652471237373038,1,3,1.7064988536266588,0
IBM,Sophie Rodriguez,Full Stack Development,2020-11-20,2022-06-23,00cd926d61bc0d73a715428faa7ff8b287f898e4c6686a6bce1fbed5510b8bf8,0.7811267810440944,1867,0.8091274253688949,0.9124410134852389,0.8308385382189433,1,9,3.6673631991081876,0
Coursera,William Chen,Digital Marketing,2021-01-29,2024-12-11,e96b45f81da22c72dd81ceda85b3da73d73dc0c095f2a9193784e405def42d7d,0.713608602002177,1797,0.8495901369021431,0.9398257185794596,0.8968598927577893,1,6,52.44715217698389,0
NUS Singapore,James Harris,Software Testing,2021-03-26,2022-06-30,4433f34f1b380dd8d0fb4e7566da3d278ad71a6b58737c2b31b9a82b6b12f2cc,0.78481814046233,1741,0.34306410463194487,0.8842161566940897,0.8637207389271487,1,10,2.688425381526442,0
PMI,Fatima Hassan,Digital Marketing,2022-02-11,2026-08-31,b37e414d3381f9c78dbcecd5b343d1b5eb64b74cf7e15b914601cd5e046e4fa2,0.6397012985128164,1419,0.7511388825249052,0.9505343208639958,0.7678348234654094,1,7,44.145761100619296,0
Yale University,Fatima Anderson,Blockchain Development,2021-07-31,2026-02-08,90b89fed71e1137d4751441c17ac1200b8fde3f385095f531336e0bddacb724d,0.9499332243790767,1614,0.6157505222659898,0.9406088143555241,0.9490232411619394,1,6,33.977363400229855,0
Udemy,Pierre Martin,Blockchain Development,2025-03-29,2029-04-09,95e7c7bdda74b8ed245857cd05565c48415c4721227ff2b1120eec9bd003f277,0.7349345382342093,277,0.7921516536184631,0.951047376935132,,0,8,16.956089447459966,0
CertForge Academy,Linda Chen,Mobile App Development,2020-02-05,2023-06-13,98b7ddba7508c0756b7946f02a150cd8d3f4c046b0b4d801d7b609f8bb3913bf,0.0367,2156,0.3416,0.5935,0.4695,0,0,18.67,1
TU Munich,Linda Kim,Data Science Professional,2024-10-11,2026-03-01,db5de05a2bc78c685c09bbb3aa8d46ba3704538d1345f6af98a368b3996f0c89,0.7740663331381702,446,0.7116132379256429,0.8636740970112711,0.7564779867230917,1,5,4.876632181688983,0
ETH Zurich,Mary Patel,Full Stack Development,2024-05-16,2028-07-04,9a27b3b6bd61b1f12985fb99251ab038975a075546deca801f2ed08468409b7d,0.7027928839006256,594,0.9237201115478293,0.9110090682570702,0.929728181532557,1,3,2.004529489553041,0
Columbia University,John Miller,Network Engineering,2020-01-03,2021-08-22,965fbeb577ae7ec234fe594cb8e28e08c52eb924f5e6c1c2d8ef1f775df2c24e,0.8566700296971229,2189,0.6448685703110281,0.9442508614357714,0.8668978235313349,1,10,35.24643250360016,0
TU Munich,Linda Thompson,AI & Deep Learning,2025-04-06,2028-01-13,4566eb7e4636f0cdae2e8a534a03d0dccaa83e927856ad55a3673e8a609976f7,0.790428039830668,269,0.9845395249946617,0.9683698462339223,0.9381569570129358,1,3,7.327881745612717,0
AWS,Richard Jackson,UI/UX Design,2020-04-08,2024-06-05,e94ad307af94de499acab3369b7b036f0f9327ea82c7742408fc194c970635c0,0.9002931158847404,2093,0.8195443423188994,0.9116564914527735,0.8107981982497895,1,6,77.08387594695262,0
MIT,Mary Rossi,Natural Language Processing,2024-03-18,2027-04-03,7e68c165996ff03c65af7368bc0d7ab489242632386503f76cb4cf8827c56817,0.696487451701286,653,0.7371081135159775,0.9328680568157947,0.831646293800083,1,4,8.627220077910367,0
Cambridge University,Mary Mueller,Mobile App Development,2023-12-16,2025-12-19,0b2bff57bf2fd46b10c9979e2c8ab359229419fc62896c1ae89c65da1be8dfab,0.8380458228479296,746,0.9852345450574658,0.8464183110777329,0.8955869811422543,1,4,22.294053596634644,0
PMI,Fatima Patel,Agile Methodology,2023-04-16,2026-08-02,86f2be572d52f4cb6efeaf922d3e1fe44dc95916dc1b33c91d276575774edf78,0.6044456967447334,990,0.6512079755840636,0.8994399175961214,0.8402841725084865,1,8,212.5544754388259,0
FakeUniversity123,Joseph Davis,Cloud Architecture,2020-08-30,2022-12-17,af4bee6247bb04feffd1f776288b9c8acc7ddb4cd03355c9bcd397ecedebef38,0.0195,1949,0.0042,0.5672,0.2109,0,0,9.56,1
IBM,Ana Williams,AI & Deep Learning,2022-04-20,2024-09-04,f14defbe5b960794130236ee8a92df6c8f71b2f4ffe4fb64b604b0b419cdbdec,0.813632904921473,1351,0.6361068960126887,0.9337604271091052,0.7301931582370963,1,4,63.95002947930556,0
Stanford University,Elizabeth Tanaka,UI/UX Design,2020-03-19,2024-10-18,e25d65228aa889625868c83ec09cc63eb99d5e8a202475f8b604e75d67cc24e8,0.8772589120972085,2113,0.5773498232231218,0.953939082810904,0.9016069943589266,1,2,132.47181776006147,0
TU Munich,Linda Anderson,Project Management Professional,2025-07-12,2026-08-16,9c94617dbd679e3b4a6bbf4a5e56719a9e73b14667d474be168a25d45ad60bb1,0.8922986793990685,172,0.975005132322882,0.9084813017129354,0.9196964875301098,1,4,31.58341098604828,0
Adobe,Mohammed Jackson,Full Stack Development,2023-11-16,2027-07-16,dca78e28744600fb1dbfaa03504d1df4169d6e0deb2219d06852ceae1d76a23c,0.7847059382326302,776,0.9657345918998085,0.9464805422642746,0.9159902884557382,1,9,13.086891943074201,0
Microsoft,Mohammed Davis,Data Science Professional,2020-02-18,2024-09-08,7f24951bdf8730872c1b8266c283a9197874a0e559508be11dc25ead4b583469,0.7110468802526392,2143,0.9666219797611154,0.9591209254916366,0.9338553075073639,1,5,52.8739833186342,0
CompTIA,Richard Santos,IoT Development,2022-12-14,2025-10-20,7c811b0748b415dbe490f6bb05d4dcbddb38fa9dd494c0d08aa532aaba1ec784,0.9044935005604089,1113,0.5260334331041012,0.9856178658814536,0.8766070806782682,1,7,41.15634382147319,0
Microsoft,John Miller,DevOps Engineering,2022-07-26,2024-04-14,a4ba9eaed1ad10d6af91d6e86854434bc9dcf6e2160ca0e8df5d8414df1758ff,0.7842520283975165,1254,0.9415377952922401,0.9296968554656764,0.9041191765509042,1,5,52.025562913839316,0
Adobe,Susan Martin,Mobile App Development,2024-10-15,2027-10-08,cd178743e111e49485829ae8fbc1b8653b4408d09b56fa5c6bcb58f56d2a09d6,0.9263817781000331,442,0.6269271975812588,,0.882275838044445,1,8,15.591314368554546,0
MIT,Pierre Harris,Computer Vision,2021-02-19,2023-03-11,0a33be3dffe521cccf8fe8bf0d47a6c4b74a70d51801574c1dbe17302cd377d4,0.6925220967321555,1776,0.8346759682547167,0.9531753822577754,0.9412722220801777,1,8,23.730486759758005,0
Udemy,Ana Thomas,Computer Vision,2021-03-25,2022-05-25,bdad091c0d427e6d43919a73fef026039700d14d0970707154ef2824c0a0e764,0.5953540011520319,1742,0.7573425226594583,0.8879373270789482,0.9652907010825794,1,8,6.514607525680153,0
Microsoft,Linda Ali,Network Engineering,2025-10-21,2027-06-17,9e027b4c1b17e4ca10b9545883c17c36518a1fc925d1334cac036bd4703d24ff,0.9733715810847176,71,0.5802851749245813,0.8604187624124766,0.7965451687934478,1,6,43.128700219005395,0
IBM,James Dubois,Cloud Architecture,2024-07-29,2027-11-21,7777342db942dc896952f7a8931c90c519470bd3ada19f00bb62efb83a1adc8e,0.7717010934547391,520,0.7472501256622648,0.9263091069977658,0.9561596455779364,1,6,29.370994270522477,0
Oracle,Christopher Martinez,AI & Deep Learning,2025-02-24,2027-12-11,f339f4dd2d3c07b507173e8bc1f268479f7b654e256c592fda854a3ca754ca61,0.8165771877398492,310,0.7461063174846605,0.8316402074100752,0.8092908726298609,1,10,52.18362718125016,0
Columbia University,Carlos Davis,Natural Language Processing,2020-06-25,2023-09-02,337f2d4da64d593e9177c2f8c63e020f843eb35bade01a395d539dfb7489c8cb,0.9353569413456219,2015,0.7212944954733493,0.9605782609853762,0.9249573858589144,0,7,12.757496840404727,0
NUS Singapore,Susan Santos,Computer Vision,2020-12-22,2025-08-02,55ea2b430397df40de401fdffc772ea92dbd98a50f8f9421bd9a49537660c639,0.8297480790269214,1835,0.9229687080696427,1.0,0.7871366579562783,1,6,9.790467175292807,0
Johns Hopkins University,Elizabeth Mueller,UI/UX Design,2025-11-03,2029-04-25,a6bda72da6a132a28f65de1349242fc8d059132ac7b567f9a286ec807fbbb1e1,0.9429849716668463,58,0.8692830042951887,0.9037145912233415,0.6128987153970361,1,4,14.131876699948553,0
AWS,Yuki Taylor,Computer Vision,2021-07-31,2025-01-30,9efbb4dcdff34184352b2a2385abc42ec28e82b803504cc729f39cd98e9cc134,0.8632695837222398,1614,0.7815324374134366,0.9715721444803765,0.994628742864704,1,5,32.95598521916007,0
Microsoft,Fatima Rossi,Blockchain Development,2023-05-12,2027-02-19,83082cfd2394f3cb071d9f50fca4142173e7d64ffda1e9c5df0b7811e33157b6,0.899575283387542,964,0.7523312750763053,0.9106287761011849,0.7481837825066879,1,7,29.867625758932647,0
CompTIA,Elizabeth Garcia,Business Analytics,2021-08-07,2023-12-20,f7752c560fc0590c16b828a5a88c51b0ca7a0123444708645998fd895ceb3f2c,0.7537545508862505,1607,0.7897430714932354,0.958968513293822,0.8578165622288237,1,5,1.1159373057086632,0
edX,Fatima Kim,DevOps Engineering,2020-10-16,2023-09-28,1ab19aff3116f57ce50b1ac62e0a549ea372239350200ad6a4610ddcddba2812,0.9031439635831845,1902,0.8645352722859668,0.9112984630609454,0.8863223747606594,1,7,20.403483714588027,0
CertForge Academy,Priya Kumar,Blockchain Development,2020-12-21,2024-12-05,afcdfd34b8eb35560755687768926cebf5729532f475791572f53e157c7ed15c,0.1153,1836,0.4,0.5705,0.25,0,1,47.87,1
Google,Elizabeth Mueller,Software Testing,2021-03-17,2025-09-20,03997568e8c98b4b047dcbf8d42c031beb346f672589f759f52b4f9a82c8be74,0.884934054192715,1750,0.7812224876927565,0.9549199223084969,0.917998493578946,1,7,33.96871841975452,0
Cambridge University,Jennifer Tanaka,DevOps Engineering,2024-12-25,2026-08-30,d9e0729e9050dc0869d514aea931f1bae54654d82e2eb361b7de727f37f94378,0.7301269964902577,371,0.7459433469435622,0.943693207187144,0.8807031390412577,1,10,8.09510361637646,0
Columbia University,Robert Martinez,UI/UX Design,2020-11-12,2024-12-06,9761d389911a3ec5589348a46541feaef98bdd2f8f81337aefba21671f5567ac,0.8690549201659324,1875,0.7037602901142967,0.9593677845619356,0.9265811564829519,1,4,49.05590340599632,0
edX,Robert Harris,Full Stack Development,2022-07-26,2025-10-15,965e816d4827ec2a407c66453b87daf83ad282312f618671b19e607e93cd653e,0.9756080469318477,1254,0.98493224829663,0.9236407617811697,0.8588436630216892,1,6,118.50715327515253,0
Harvard University,Robert Tanaka,Database Administration,2022-06-28,2024-06-04,47cc0207f8736b673414d13c1b699ce78ec3f7c14d77468c2cbd40f4e6373e7d,0.5183674045507023,1282,0.889253383167951,0.8951559271369136,0.6560422475388011,1,3,25.0342710528622,0
Columbia University,Patricia Thompson,Business Analytics,2025-05-28,2027-11-07,76d257a9151e5afe684fbbb8e7eecd4b5c1aab1288301c55281d807f195d5017,0.7604927989242815,217,0.8510769122262831,0.9096791345165425,0.9552362758583136,1,6,38.56463669843219,0
University of Oxford,Michael Martin,Network Engineering,2023-02-15,2026-04-15,6250552dfc957eff075231f49be830bdbbd38998b9db2586417c0aa7758483b7,0.8735991657927908,1050,0.8546896656492334,,0.8648271868965759,1,10,40.882337225523514,0
PMI,Jennifer Davis,Business Analytics,2025-09-17,2030-09-07,4ddbfeec2e08d9455b0ac7362e2fc0b14b850b6dc9b25527f007de6b4792c008,0.9540474462586427,105,0.9549736991589708,0.8907696945964022,0.9617560174975698,1,6,16.58599165167571,0
Johns Hopkins University,John Jackson,Database Administration,2021-07-14,2023-05-03,633659be8a2535edb08050ac9c49d7297b828d657324e46f95052d3fa42d58bc,0.8426852714809705,1631,0.8246811275315934,0.992029254030094,0.9922113657634942,1,11,3.5348332924038606,0
CertForge Academy,Christopher Rodriguez,Digital Marketing,2024-12-19,2029-02-12,00fc67045e2365964b29e4b1b0bc871ef54ac48fee0dca3475f770a21f08bf1f,0.0928,377,0.2143,0.6909,0.0185,1,0,147.18,1
Oracle,Linda Thomas,Robotics Engineering,2021-04-30,2025-01-11,09408330f6bfe1a77f6218d1eedb1ef763a114b1fd36b5fd03a4158e0d585cf9,0.5909394846679555,1706,0.8227909606388414,0.889523131230146,0.8749919658414523,1,5,55.080919492260534,0
Oracle,Sophie Garcia,Blockchain Development,2020-10-09,2025-08-03,a0bc774bb52e7433ac5c4115f01014fdac1bbcaf367ee9dc45e6c8ec67271eb1,0.7149422817711125,1909,0.9388576718843326,0.9001275535453251,,1,4,8.245486329658185,0
Cambridge University,Susan Rossi,Project Management Professional,2024-03-30,2027-12-20,ea8fbe55ce0784fae7b3a49fd5de6e42885f0aaeed030e1c2346bcf1d31ce441,0.9279963795874399,641,0.7457618846092094,0.8929563184427602,0.9440637670605906,1,7,5.932835226139964,0
CompTIA,Ana Smith,IoT Development,2022-07-22,2026-06-20,773bc84273a7989709c576eda3665c5dfb95d3a74a72e07e3b4381bbad939143,0.836070269688271,1258,0.8151829272114925,0.9102492050799953,0.77223246822712,1,6,15.74159642018173,0
Coursera,Mohammed Patel,Quantum Computing Basics,2021-03-31,2023-02-07,7f9cc4fb0c3e1d98260cc29b00a2afc86e87082ddaabc9512b17bc6e9299acfd,0.8530179227351432,1736,0.8203270843798487,0.9346003310334673,0.8886528927016065,1,4,1.6989816437092433,0
Microsoft,David Martin,Project Management Professional,2020-10-17,2021-11-04,97967a788a2bfa789ea3b7bb7e09457951d8a444d8c0506636f174ebe4304efd,0.6325041637548283,1901,0.9566606112459968,0.9515965955014463,0.9086293590162624,1,12,6.144440975979366,0
Microsoft,Sarah Rossi,Data Engineering,2020-07-31,2024-09-08,804ad5537878877f131d2fdbf7f987a3be08627c8de2dd306d79cec455faf7ca,0.7678160452795941,1979,0.8482561193661781,0.9392337859695491,0.8360865772898155,1,6,1.2795879629685725,0
Cisco,Sarah Rossi,AI & Deep Learning,2023-10-07,2026-10-07,8903fe62452e6ba56c5bb8a7bc0bc0887ba76fcd93513cd87b68fdac06859142,0.7415075509582963,816,0.9225567419907691,0.9677854297815136,0.8033602922641231,1,5,83.20124397000858,0
University of Oxford,Fatima Thompson,Quantum Computing Basics,2023-10-13,2026-12-10,a7201993efa9cc6d51a8bc21fe5b50ec1372496196bf7f0fb9af5bd8b1f1c16b,0.8218012123644518,810,0.8914489401896127,0.9290877865193709,0.8216870463537952,1,3,0.45561773033674186,0
IBM,Thomas Thompson,Agile Methodology,2021-12-20,2026-10-15,c85a62feb1276df9f06cc1f3f971bc22bd3efc919937a08d933e34f0396e9e60,0.8989037421987951,1472,0.96443627263113,0.9857845244397615,0.8343268195916312,1,3,84.23109997875251,0
Oracle,Richard Kumar,UI/UX Design,2025-12-20,2028-09-24,ecc5ec3749cfd1c8059646c7acaacefbe7c396ff9cd12a2ccda33db4b227c70f,0.7683073210277132,11,0.7848632047845785,0.9033202795311925,0.8312669084865696,1,8,30.42985705632194,0
ETH Zurich,Pierre Wang,DevOps Engineering,2020-01-03,2020-08-14,fa15a40c1178c7f0c7699f1a2f400e3db890834728774185ea69b5859106d91f,0.0454,2189,0.3208,0.7893,0.0294,0,0,13.48,1
DiplomaMill Online,James Johnson,Network Engineering,2023-12-30,2026-10-09,1b669839,0.1254,732,0.0717,0.7884,0.3432,0,0,1.78,1
Stanford University,Elizabeth White,Cybersecurity Analyst,2025-09-26,2028-01-01,b67b1a6590aaac918f010fdfe05daa4f95091f481d62fd4620f80818cf4ed27c,0.7682314126637568,96,0.9104808941848822,0.9502188875009291,,1,4,44.889246420891155,0
Coursera,Mohammed Williams,DevOps Engineering,2020-05-27,2025-04-28,dfd13e2b4ece91b1beff5ce5944f0a62f062166261d8f9ec7c9c1796beab4e71,0.784486064231802,2044,0.8697009390212054,0.8953614885964034,0.8699418323529211,1,6,10.681870691369609,0
Harvard University,Wei Johnson,Digital Marketing,2025-03-04,2029-08-20,3b7c94180b3c2f695aa901f3519824995a56a97119a12e7bd36ff6f41ab21ec6,0.136,302,0.3849,0.8833,0.2121,0,0,70.31,1
Harvard University,Yuki Thompson,Network Engineering,2020-08-30,2022-09-05,bbc9b45c4970df73c3ae55ce68da2a15e19963b59b02e60b1064efde8e96d73c,0.8979217850666729,1949,0.833372551583818,,0.8853908029852132,1,7,21.25878650112729,0
Salesforce,William Garcia,Robotics Engineering,2022-05-27,2027-02-14,ef129529ff81b0d47fc4b4138dfc8b25cb6b29795ee40a444502b2ed14de719b,0.8381947329515682,1314,0.7567339946287626,0.9888803126598287,0.9859077922680453,1,8,3.9356398737317932,0
IIT Delhi,Elizabeth Jackson,Machine Learning Fundamentals,2023-11-06,2026-05-26,5878143f5d48ac8f3c5764afcf515989988332058f4d8938d8524bca88cfbace,0.3958628177829146,786,,0.9053083798579237,0.8220971906651826,1,7,16.079389925440385,0
University of Toronto,Susan Patel,IoT Development,2023-09-02,2026-02-16,d16be2fc92cfe0937e34914fa0b4722a6c8eb781dcf1b70490284bf1b9d7a060,0.7837179125803726,851,0.8410946808682648,0.963260022753087,0.8463865949330686,1,8,32.53334551159709,0
NUS Singapore,Yuki Johnson,Robotics Engineering,2023-08-12,2026-01-19,4d8cf1f276367974b90c80af14f7d7b968eeadd8b8e2f34ecf994c47b5113771,0.8640449854146289,872,0.8049394108264413,0.9712452922143673,0.9244205167447963,0,8,0.938872231695216,0
NUS Singapore,Patricia Mueller,Database Administration,2020-06-13,2021-06-15,13720c8a07da99f04b66038e3627762da83acfbe2997c9923761bf0a1f22dbdb,0.9513252546062426,2027,0.7801685705730022,0.8894284403748254,0.9367934542781208,1,4,1.1277960183377962,0
IIT Delhi,Richard Harris,Cybersecurity Analyst,2021-12-06,2026-12-01,5e0cd8e5188f0bd856f6a972f1069c1279823683033b27074d86aefe53631649,0.9870126384726541,1486,0.7614499119152525,1.0,0.9754040938434602,1,5,35.12446042959375,0
Johns Hopkins University,Wei Kumar,AI & Deep Learning,2025-04-01,2026-10-07,ed05b6c299ffdaa663f36ed87688817db80e54d8f23f92dc14d6444cf66bd34a,0.6932184331405203,274,0.8506020304489904,0.9003572461502435,0.4165529261667745,1,6,0.274584227365238,0
Adobe,Karen Brown,Database Administration,2021-10-24,2026-08-05,9e8d51c104af791b0bcca9314f523516c82ab8d9d7e7482e6b082358c6982f5b,0.9489123862412168,1529,0.9160692925937732,0.8974248373975489,0.9431150116670521,1,5,9.908819465812872,0
Yale University,Jennifer Brown,Machine Learning Fundamentals,2025-11-01,2027-12-18,1542692fa11ee72c3d412f2b590d76a0334e8618edcf4de931bf94854dfff1f6,0.9184364132988484,60,0.6525667134599943,0.8925137168210264,0.800842024739896,1,6,42.680841503055376,0
NUS Singapore,Karen Chen,Cloud Architecture,2024-04-26,2026-03-09,dd1b602a6b51e284e68b20fd28b0a1a293096af34ba56513cca8a91cd23f6b5b,0.4604965616421341,614,0.9705076006631619,0.8488500384143872,0.8183191266405627,1,8,1.8006755241501158,0
ETH Zurich,Priya Mueller,Database Administration,2026-12-03,2030-04-25,689e93289a16f4b3b9bec81b64967a2ef78f168905a68b10c81f39ee385af69f,0.4366,-337,0.2515,0.4523,0.1599,0,1,75.51,1
NUS Singapore,David Kumar,Computer Vision,2024-05-15,2026-02-13,6b07fbfd2db37135953439fa409575c85f4db438c8e636e56d4470cdaf7b2e0f,0.5647189558340012,595,0.9559317553680806,0.9593735530650963,0.5980623236112319,1,6,9.21227919554384,0
Oracle,Yuki Harris,Mobile App Development,2021-01-04,2024-03-03,54165d47c6ad0534185e20f0a6c9fff0819450a74f8623f4ca2e586ebdfbba34,0.7075456840737112,1822,0.9147870171267165,0.9852732885944518,0.9595476916377792,1,6,6.038367824788514,0
Coursera,Jessica Santos,Computer Vision,2023-11-13,2026-06-16,c461f9607142cb626389cd37e37110ebe178c7781dbdb925ef3bdb7f3df0ab08,0.9253049150966195,779,0.9288174290788396,0.8960885914101612,0.9652523747840634,1,2,17.202928721354898,0
Harvard University,William Smith,Cybersecurity Analyst,2022-06-11,2027-05-07,044b30bc9b11ecd522391697254c73dfeecdb54e745992ba56a81b7f43836d8b,0.6974171903625385,1299,0.7036419825887816,0.872381975671227,0.9125943343161832,1,6,38.254413508021614,0
Cambridge University,Ana Kim,Software Testing,2022-08-11,2027-01-14,64a1f83accdd91d1af003f73a5f66cc2cf48c77acf61919c77492785a38941c9,0.8683893229325094,1238,0.6732946980692844,0.9706111860926856,0.7176517091689586,1,9,9.21358512362335,0
University of Toronto,William Thomas,AI & Deep Learning,2023-12-07,2027-08-13,36c11072ea3dc7c5897167d98425a2db2bb483f81b016009380a901902642969,0.966867443375213,755,0.8566871450911918,0.9612342662981778,0.8601401076879391,1,7,109.6284482757687,0
University of Oxford,John Jackson,Agile Methodology,2020-08-08,2024-08-06,db01a584d9429fef312b6159de8da3656ff25bd4ce2bfb7fe86f956e27e8bd79,0.7950779928040976,1971,0.6341897673977704,0.9177510977967341,0.9334932527002057,1,5,5.449428125531562,0
University of Oxford,Sarah Jones,UI/UX Design,2025-05-14,2029-01-14,e87b75b6341597f7b2cf17d2bf343d2e393596fbc05c795e5dcb3ce15aae5779,0.6984859596243357,231,0.7477531721930158,0.9717023306952179,0.8135559242145625,1,5,12.052751156528593,0
University of Oxford,Susan Tanaka,Blockchain Development,2023-08-11,2026-10-05,9a2571a06fed26680f3603006440c4aaa9ee1cae28f132836b1429fc263f5773,0.9862633963339399,873,0.49798760030005224,0.8714032435076278,0.914184745831645,1,6,11.44509029397032,0
Stanford University,Fatima Miller,DevOps Engineering,2021-09-18,2026-03-05,d02856a82136b7981901ffcc137f9015dddfa7e927a3bb22be960bb499adf705,0.8452272105366868,1565,0.9253291487371154,0.8664797503605521,,1,7,23.404290857292068,0
Adobe,Karen Johnson,Blockchain Development,2021-11-12,2024-06-05,3091b1f49e09a2ce3d125313e83c8a4eff77bd267f2810babb188c9bedc7b168,0.8162032901763048,1510,0.7459746790026598,0.8520412132274955,0.6441504802096496,1,5,32.64365307542842,0
Cisco,Fatima Jones,Cloud Architecture,2021-08-31,2023-11-28,240219b24348f49a07350114d6b15064ca05ab4ed62fa4fb218cf184f985b66b,0.48385315003404483,1583,0.8862534422636593,0.935643831130609,0.7692098759120903,1,8,2.2515422610758584,0
CompTIA,Susan Smith,Natural Language Processing,2020-05-15,2023-01-13,a557837fa6a052c3d9d99ba40fd5318e2a70e8370be0f0b93b6a7ab1604464b9,0.8227595249860828,2056,0.8063981226591515,0.9903841080768794,0.8567981318590965,1,4,10.160251745983242,0
IIT Delhi,Karen Mueller,Blockchain Development,2020-03-04,2023-03-14,81f2b818df6b1a8a8e7f90f8f2a3ae9931085f15c340ae82d37caa2ee6074669,0.8337216008201923,2128,0.8203444160185135,1.0,0.915667365568528,1,2,11.960489694074182,0
Cisco,Arun Garcia,Mobile App Development,2023-04-25,2026-01-14,5c90286e2d92ae4211e75f0febf4d36f849d5103b4469b4dd0d97bdb442ec58c,0.9421006009907431,981,0.49876971203890713,0.9525257552848231,,1,5,20.072440074793228,0
Cisco,Richard Martinez,Mobile App Development,2025-03-11,2027-12-02,67cc9f944d6126a6210dd87de66e3f6bc561b196a2d2ca91dad0ccc6a92bb2c7,0.77220455686988,295,0.9651853264093121,0.9758705235784332,0.816432418152466,1,4,24.854660319202303,0
MIT,David Martin,DevOps Engineering,2024-05-06,2028-07-06,89c3571cff4c353e0a1c78ce4a1e411281af814d0e1c6bb950413fccd4a844a2,0.8365755488612027,604,0.9103545371031292,0.8433036425468065,0.9038603044700113,1,9,24.19705838741614,0
Yale University,Pierre Kumar,Natural Language Processing,2025-08-30,2027-07-08,b30928cfa3484753ad2064be9fbec6a49de4dada5a49b3fb6a5dd0b0879f054c,0.757907402639775,123,0.7801600580284772,0.945133917896912,0.9856114161735628,1,7,3.1297756678029804,0
University of Toronto,William Williams,Natural Language Processing,2023-12-03,2026-02-20,3a709a18bacb965b8fc7bc5fa01b0ba6042886fd633d4002701235735272a0c2,0.7595171339494535,759,0.8926749793275847,0.9222533701001354,0.955830641835532,1,6,2.7127232338830822,0
Stanford University,Fatima Johnson,UI/UX Design,2022-04-12,2023-04-05,bf86bd595e47db2i03167bd69aaa7868cc9fde324ed0eeb647f03eda729b94ad,0.5047,1359,0.2163,0.6895,0.0855,0,0,76.07,1
University of Oxford,Elizabeth Rossi,Mobile App Development,2024-01-08,2028-01-09,c56a0e9e99d85d3631b895b50375fd81410e8a62d576322a0bcedcd0239301e7,0.9070384947247945,723,0.9867912656249214,1.0,0.7073922497515455,1,3,34.4204240819008,0
Cambridge University,Elizabeth Martinez,AI & Deep Learning,2025-06-24,2028-07-31,14876e72eff187495b65574411ac733c2ad8aaa3ee19ab3b9cac52583815b546,0.8087051764478834,190,0.9407005750202276,0.8397622506044515,0.8298376027189618,1,3,7.430364935691375,0
University of Oxford,Sophie Martin,Full Stack Development,2021-02-11,2022-04-15,d0dca3ddbcfd589424e3922282cde26a2d140b90e9457d44aae32e557517bcd0,0.7387881577578358,1784,0.9198716268582822,0.8386243205509772,0.8088998500591068,1,7,12.516192957344748,0
MIT,Mary Johnson,Cloud Architecture,2020-02-11,2023-02-18,56c99b493edc0517524891deb44b4ffe717ded7a73baa558ec5736a06d2f54e2,0.522724947774021,2150,0.8896335986601781,0.9155235484544395,0.6331426908191838,1,6,15.168275116835108,0
Cisco,John White,Software Testing,2020-04-04,2021-07-14,89c53738452bb21a2ce5aae862013b70c2502d07f60e1936d5c9018ad9935f3a,0.9448072484270378,2097,0.7708229786454478,0.8838452798708233,0.937700217735271,1,4,20.669959530183476,0
TU Munich,Richard Dubois,Data Science Professional,2024-08-09,2026-02-13,5bb19a3c0680f27043833bdcae2649078055821bfdc2663fa706c0345a0e99f2,0.8375953924454905,509,0.8215436347508812,0.9083971402728539,0.8151687829456787,1,6,46.94133456018065,0
Google,Christopher Thompson,Network Engineering,2021-09-05,2024-09-13,d55f03eecbd301f704bb579caf914e431666c2b28a227733e630d6246a231c15,0.6526025358134121,1578,0.8951548505473924,1.0,0.9335421438890895,1,9,15.997318320151384,0
Harvard University,Wei Mueller,Natural Language Processing,2025-06-07,2027-11-05,f59ca105c3401910a5fbdd0f80145669f8a0a325f880a948f4c35b99cee9249b,0.9606778332874738,207,0.6937675386267377,0.9666433811037698,0.9738058963767691,1,1,6.544495293581307,0
IIT Delhi,Christopher Rossi,Database Administration,2022-12-23,2026-01-16,a0ee91fa7ef808892a3090999b1e3979fc24f13dcafa16c784f8e0945d77bd0d,0.9017007250109299,1104,,0.9138845058906945,0.9191956199129382,1,2,18.108740365821685,0
PMI,Linda Williams,Full Stack Development,2025-05-15,2029-11-13,3be9c23b80770a96c9a3198f4930329e994f8dbcf5cea01fe8cae855bfeef3c5,0.7526980646122772,230,0.8128406754510552,0.8492831094261446,0.9778058620459,1,9,42.154591701984096,0
edX,James Brown,Cybersecurity Analyst,2025-08-25,2028-06-16,96f1c7bff856e3448c501033e742727e4781f53505e4f2e3be6d2ac1e84b248a,0.8034241116512066,128,0.9148405745738557,0.9352949890891276,0.9756526695128601,1,4,7.494782360257799,0
Microsoft,William Tanaka,Robotics Engineering,2024-10-06,2026-10-22,bb76efff5446c58e1e4c26dce08f67b060c113cb6573f4e103bae91a35a2726a,0.39312048909619735,451,0.9077297139503208,0.9406502005006313,0.9383244987919436,1,3,63.26691871742259,0
IBM,Michael Kim,UI/UX Design,2025-07-25,2029-03-20,d0898f0e6aa8cb3a10a03efa7795f7f9f2851a314136d4bfc97fd1ef3a53ddf6,0.5972068552077303,159,0.8895685362075656,0.9525452963369645,0.8269800010863585,1,4,11.34105564896674,0
MIT,Susan Jackson,Data Engineering,2020-07-21,2021-09-28,f8816bc1e4503d9a158cb4e65945bebb40d83b7817b09ab6cca6ae9242144f1f,0.7810849633371724,1989,0.8818783678835447,0.8973285814962748,0.8469349397219289,0,13,14.698113656597686,0
Stanford University,Linda Tanaka,Computer Vision,2023-08-26,2024-08-27,2c7fa0953d65c89052eedda3401923c6ac0a8a12063258bde7c1a2e222552987,0.8226592389368539,858,0.7915054027512061,0.8917976191949752,0.6615525695214614,1,4,22.556873491166428,0
Adobe,Fatima Davis,Network Engineering,2024-02-21,2026-04-01,51dbdb86a7a24953f5f705f479696990117fe4802270e2da0737eaa6f33ec8d2,0.9733722238446376,679,0.7879341604203359,0.80931013187703,0.95965945982881,1,6,44.76631603823672,0
Coursera,Elizabeth Smith,IoT Development,2025-04-19,2028-04-14,43d504ec752d188afdb626e90607bbb22e522ce3d0b11ef5fc79e40e0207ce9b,0.8844245207688776,256,0.9031016218675353,0.8356981606577466,0.7145113658834333,1,9,153.7655290932557,0
Google,Pierre Wang,Data Science Professional,2020-10-14,2024-01-22,f5770db480b645334dd2617e7dae7f9c6c11891f24b0cdd1d1725d8425802be7,0.8343366160128587,1904,0.8484154202977653,0.9280698553845026,0.9554493672968902,1,6,13.37181296836878,0
edX,John White,Blockchain Development,2020-11-29,2025-01-16,efea17af4bedb8568f21b18bc64375e00ee9e57fdba61ae067e1263278b1393e,0.9096628933494703,1858,0.9072277552468361,0.8390237213330125,0.9657853260304523,1,7,22.81535204205322,0
IBM,Arun Chen,Full Stack Development,2021-04-27,2025-01-12,8fbfe665fcebbe2e8c6f7a82ce8e1f67eb623ca57be2f826af55995aabd62e14,0.8709509879505998,1709,0.6357739106406958,0.8739262096056113,0.9946043444645307,1,6,16.34026481537034,0
Columbia University,Barbara Davis,Network Engineering,2024-01-05,2028-12-28,0b5de3388ed3850da54cd9a2ac0fd6cee262eb5525cbdb093e882babd7530057,0.7445660867524362,726,0.7048110647828555,0.8863397712793619,0.9361429170442281,1,5,30.666450224377904,0
edX,Ana Mueller,Cloud Architecture,2022-11-25,2025-10-02,8170487f154c807285b893a5714602429f3215c32a058e18500e652c81f58f33,0.9001370763836654,1132,0.8515968447823606,0.9749247846501482,0.8627932671931829,1,6,14.855300140475727,0
PMI,Ana Chen,Natural Language Processing,2023-02-03,2027-01-02,ed390dce606292c2cedcef67ab60ba650ca2e115309c67709c9599930fb16e09,0.8083727080832395,1062,0.7981380237340232,0.9078777820918628,0.7915327243554942,1,7,54.27638227590552,0
ETH Zurich,Michael Santos,Robotics Engineering,2021-12-04,2025-09-28,ac5ec4ec6504866f57f3fba94e8e818fd8d2685822200c3c5e6b4d48d85934d0,0.9168740880682306,1488,0.7119159389388999,0.8952253927741052,0.5857924634267225,1,5,21.20339294533781,0
Udemy,Arun Thomas,Machine Learning Fundamentals,2022-10-24,2024-12-07,7d896df98af060435ae6a1df9f151df4c55f71651f2265da3573ed46c2679373,0.9455758084204634,1164,0.8777521068202868,0.9224492062138228,0.9613536322446392,1,4,19.785388441283295,0
AWS,Jennifer Tanaka,Data Science Professional,2022-10-29,2023-12-27,47a3a003c878f62b0a79591e722fa121d77985b1b7887233aedf40c7ebe179e5,0.5537678195580508,1159,0.6738590476110213,1.0,0.7079958934604595,1,4,0.45409569994133653,0
PMI,Jessica Taylor,Mobile App Development,2023-10-03,2024-12-17,4b2a2ced801eff2e88123ac7f27dc86ef1e5101d30fb417f0683a32d28d87f34,0.9137185384916404,820,0.8997198405306784,0.9240252891559304,0.7766384141991867,1,10,0.872534567871784,0
Cambridge University,Yuki Garcia,Cybersecurity Analyst,2021-06-15,2025-05-12,6d78553f459795be343c3fb9951ab0331b29660ec288f7cadd48c22c1782e947,0.7906556060995871,1660,0.9337580624114596,0.9414676485468243,0.6347330753623521,1,4,42.935287771976355,0
University of Toronto,Fatima Martinez,Data Science Professional,2020-07-06,2021-12-19,87795688a7f45efd9341eaa6d149865c971a671c3ced52591748d1ab680298d0,0.9388779754344597,2004,0.9639139542035537,0.9579761363027045,0.8659267383734526,1,3,6.127789272136359,0
IIT Delhi,Joseph Harris,Agile Methodology,2020-02-05,2021-03-09,631c38f8ba331f5256cf0d550061fa1da90623166a2a036f358997f0e9782218,0.7978383597201057,2156,0.8451963006895984,0.9700335723373528,0.6943390672422387,1,8,27.153977563445714,0
CompTIA,Jessica Brown,Cloud Architecture,2020-08-01,2022-01-16,0287980e011033003164052c198a7292138d937a6b3d13a8fa309af94e0f7fd1,0.6815462923553953,1978,0.8350377043369038,0.9535530990958941,0.9243181807099662,1,7,13.367116973018106,0
Google,Richard Thomas,Robotics Engineering,2020-02-20,2022-09-30,b051e2dccd4d128084e2003978b8a3c3cc930e8972fae2bbdc1695183d928423,0.779711658614067,2141,0.9622930253640676,0.8536377350764488,0.6881225033618527,1,6,0.430506647002837,0
TU Munich,Jennifer Wang,Data Engineering,2021-05-23,2026-04-01,888162554cfd0192827620c0c0442f06b4844706b89fb4fa7382abbe833759fe,0.8623259565456658,1683,0.8750461967507925,0.8913543750955741,0.7534569775796316,0,8,4.106017309938771,0
AWS,Pierre Thomas,DevOps Engineering,2023-05-28,2026-12-09,00f95593e034ba844331132e33fe1b3411b23a950e42f90c95f2c1094517b061,0.9539725491544863,948,,0.9658328367613214,0.7089686928711647,1,5,21.640449036591903,0
Yale University,Richard Jones,Agile Methodology,2023-03-27,2028-01-23,28d4843763011265309f23a5d1c63b410b39dac16411d5d813743441eccd599c,0.849487084937183,1010,0.887756645974516,0.9699460225937848,0.844881269521018,1,8,6.3136873279184,0
Yale University,Carlos Anderson,Full Stack Development,2023-08-23,2025-06-10,6c5a6705d9d2deb42beaec32c8c8fc84b35f3af9c786faf10b1958c7af98beff,0.8547822225642945,861,0.9088613938052632,0.9086959669685433,0.6822244919803209,1,4,6.890659656052916,0
PMI,Arun Wang,Database Administration,2020-04-23,2022-01-18,29c0b0d85c1655563a82bfa48162aa66cc3eda40046595db6dd7cb68511e8aac,0.7953509486399396,2078,0.8032061135909997,1.0,0.8188257193917162,1,9,53.58985108092728,0
Salesforce,Ana Tanaka,AI & Deep Learning,2025-12-07,2028-03-15,e730fe456e02cbc1e94ab3d62986fe89a82f9ba84e6f38d724dc27a80ceef493,0.6060180992613502,24,0.9670328119878141,0.8407664043821623,0.9636205507915945,1,6,3.018472025462428,0
NUS Singapore,Mary Thompson,Cybersecurity Analyst,2021-09-21,2023-01-27,bb9c170cac87682aca277b4f8ddb0b0bc203544d0bebfba0ef120181f4a07a77,0.881741856677981,1562,,0.93647026577097,,1,9,23.856668025877237,0
edX,Mary Patel,DevOps Engineering,2025-09-23,2030-09-02,1e16ccdf2fee4f347fd5c1cbe2d2d9df50867ea5af2528a852470d359cfd9b59,0.6376633206986424,99,0.41942036493425117,0.9009200723495856,0.9118576151576231,1,6,17.218526336626105,0
Cambridge University,Michael Thompson,AI & Deep Learning,2021-01-16,2023-10-10,a1e1ef00da46691f04430358791396d158f1aab796152dbff844d128534398f5,0.9540285380054377,1810,0.6555058917329731,0.9315837107298933,0.8519255202029381,1,7,9.240250932470365,0
Oracle,Carlos Brown,Cloud Architecture,2021-12-03,2023-12-05,5a74c79120a5b39a232e932f54d9cfa7f74dbc12b8b73f62d01cf09533f4868d,0.8306711930485245,1489,0.6575831631224509,0.9472397789629213,0.8576219398669872,1,10,6.564484120236472,0
Udemy,Robert Anderson,Computer Vision,2025-07-02,2027-11-30,6925411accbfbbb022496c000a8cf83f5ed5c16da384d12ebd4e0e7a1973e850,0.8945070917067686,182,0.7719127550348303,1.0,0.9260549742720521,1,9,12.405269186955513,0
Coursera,Linda Garcia,Mobile App Development,2020-08-29,2022-10-31,98280372e236dbbee4fc5712ef223c606d0a05fc9ef645ab5fcf4d40f0523213,0.9077929231367426,1950,0.9685282154255456,0.8934180914936513,0.7964225219034056,1,3,21.830324494651673,0
Adobe,David Taylor,Cybersecurity Analyst,2023-07-06,2026-09-24,e6584cfa5f319644169daae627ef2753656e787a68cc0d7114a2a3e5e3e23548,0.956185241931185,909,0.7976558387654473,0.8354170055774912,0.9056947091306963,1,3,35.77520758106441,0
NUS Singapore,Linda Davis,AI & Deep Learning,2023-06-03,2025-04-05,9eafdf0faaab59a95f2c5d0a954bc6c2f1f1d366f8b94924bf4281b35169ceb5,0.7368275123658816,942,0.9238542393672452,0.817143823195104,0.9151921343843386,1,6,14.597112195049718,0
Cambridge University,Ana Wang,DevOps Engineering,2022-05-06,2023-12-02,ff43e1a59f0e6d6c9ff85a9c22f86d77c6c074e4a28877496428ae7f9c1c0ef7,0.7267031826111418,1335,0.5988075185920229,0.9014285002438216,0.5640411198813083,1,6,38.83512600929884,0
IBM,Linda Thomas,Full Stack Development,2024-01-02,2025-05-29,7a5ea7e176f34306d71a42021e3ecdbf30e668ed9a6a933692da9abcc162f248,0.8830221415996002,729,0.6837884362499669,0.8909376017252634,0.918039052535953,1,8,3.637598660694471,0
Microsoft,Ana Patel,Cloud Architecture,2020-07-03,2024-03-19,f183dfb0b00eae3193047edc2532f0bf728cd6ad5aedc0defb28d21191a24093,0.9376364966298141,2007,0.8245524890094499,0.874811137947109,0.9158649754801071,1,8,0.0954719802936353,0
Cisco,Carlos Mueller,Business Analytics,2020-09-23,2025-04-06,9db5e5387b07bab1791acf865c6bca839b05a9e71882314dffd1d33cc0a28c9a,0.7150710462569957,1925,0.8650190764408695,0.9369617530972201,0.8110311859442332,1,10,54.259116692286504,0
Cisco,David Miller,Software Testing,2023-10-01,2027-10-26,339b229e7ff52ea89d3c911a2a9282ac00142b6770eaf1af2c41a2a83bb26db5,0.8311922440822977,822,0.9383952713519621,0.9309910961084304,0.979669364347985,1,9,42.756610907350264,0
Udemy,William Dubois,Software Testing,2023-12-16,2025-08-10,6b7df57909a51d068a32c5204cfd5e8a612536aa5911e0c789bb9091417f4532,0.7976242421793487,746,0.4110757426944136,0.9187071415329394,0.9934969192432287,1,7,1.8327336818705402,0
Columbia University,Joseph Thompson,Network Engineering,2023-09-25,2025-06-09,c0c8db629d8656baac6ee0722d11dd8999861ce7c8a20c8d25e747e483bb8487,0.683202276792014,828,0.9017036669527615,1.0,0.9427407056793661,1,11,37.09460048162802,0
Cisco,Patricia Jackson,Big Data Analytics,2023-05-10,2027-02-09,f4e1644922a8b2229d137943908f496875dbc106d90613deb871bee19ee730c6,0.7199997799075426,966,0.9869715137672432,0.9797237155601947,0.9691476534383244,1,4,18.17894926027666,0
Google,Patricia Mueller,Computer Vision,2023-02-23,2027-08-16,abad6fdb4026439a6c9a00975518445344aa2a372cb760e2ebe8b85783d2e9e7,0.7370366950747543,1042,0.8127980627523803,0.9346866463374849,0.7768002315319139,1,8,1.2561400577607513,0
University of Toronto,James Thompson,Agile Methodology,2023-09-27,2025-02-15,81667bbd1ec35b4bb710ac8b5fa019fe204d44fd494d541a7c974b34190d5f8b,0.8822402649180835,826,0.7523855650286176,0.9616074771355383,0.8485287892791316,1,5,9.648453475796595,0
Cisco,Sarah Martinez,Cloud Architecture,2020-06-26,2022-01-31,9ac444948a86dd6596e73eb33b9e35919060130796ad32bcaf2e949ac595193f,0.7235952992409993,2014,0.8833709871812224,0.8556037355275544,0.9567141720019534,1,7,5.719509217141081,0
Microsoft,Patricia Martinez,Business Analytics,2022-04-18,2024-03-13,6847dd0dcb7df7972309925f155cdbc2c53388a42389a807fb103ea4a2de9022,0.8862078960857562,1353,0.8834740548921758,0.9214959781031385,0.721903033571589,1,7,5.694525742641055,0
Stanford University,Elizabeth Williams,Blockchain Development,2023-09-15,2025-04-06,62ce2752192dcd1b3d7d1393b27585f19604634e29cb5de646e545bebd6cd2c9,0.8942852366676824,838,0.9246093040814933,0.9195364535421047,0.7499963806248531,1,10,51.98763332938858,0
Columbia University,Arun Chen,Network Engineering,2024-11-27,2029-05-13,d17d87101234ba1fd0d87ff8c64c3485c18cb2b645811947b9e6c151787dbe02,0.7241644144889994,399,0.9251741021260347,0.9178787555884053,0.7744815540691897,1,6,19.516490434073564,0
FakeUniversity123,Sarah Santos,Database Administration,2024-01-26,2025-01-28,69d70407b1a89551da26c3bce3d0c37a9d63c3640c1443e7dc4153e6b20ef708,0.0274,705,0.6511,0.8278,0.1776,1,0,68.1,1
Google,Joseph Kumar,Cybersecurity Analyst,2023-01-25,2026-02-28,12098432897f541c46c5289858dfe66a68167ca583d6298537e714d9860175b8,0.921904084720755,1071,0.7654144545750694,0.9459898772646012,0.9148844900205596,1,5,0.47310994620554947,0
Harvard University,William Ali,Software Testing,2020-02-28,2022-11-18,113d1f03e5a75ae6c2416464cb4c2475013000a650c4020b6982b1274c31439a,0.8037091263468339,2133,0.9031297522828826,0.9692979128906571,0.9678875614809295,1,6,9.04813242757656,0
Cisco,Pierre Garcia,Robotics Engineering,2025-03-30,2028-06-09,a1dbccd7773c4d8eb18aef0063af2f6f562580c9e132ba400af5b4f0a913df27,0.9179148236137955,276,0.8118818188537303,0.860537631616162,0.9492659748343456,1,5,28.62028303737013,0
IBM,Priya Martinez,DevOps Engineering,2020-01-29,2023-07-31,8a0a0acffd9887d091992a15107ce7e7f87f2b2fc064b260bc443a8367b875fc,0.7999444374243883,2163,0.6361976432501006,0.7867965411737352,0.9170148788732262,1,6,5.663444501220522,0
Udemy,Sarah Rodriguez,Machine Learning Fundamentals,2022-02-02,2026-05-13,be5f343d52219d7d29903a15727b759459035f23b70322dbda551413e0d31951,0.6510641858815374,1428,0.6927172422215939,0.9625796785689349,0.596695297172293,1,6,26.799603005091605,0
PMI,Robert Martinez,Data Science Professional,2020-05-14,2025-03-12,d7e1522c092a7b84405eee45dbbda069ff6e8c4de9a45ad5610148a731ace607,0.8300816515420095,2057,0.7533354584257383,0.8959648668433439,0.8485233805691198,1,5,17.203313985116655,0
IBM,Ana Thompson,Cybersecurity Analyst,2021-12-25,2024-10-02,7912b07dcb9bd820afb83cd500455bdbeab712be96f3439ee00747e635ef742a,0.7223134788627352,1467,0.9597124346820977,0.8960880654165425,0.9555282411760113,1,4,16.70492451292748,0
Adobe,Christopher Harris,Data Engineering,2021-01-30,2025-12-12,3675c2c468582f9ecdba26823ac19c9d53d2fdd71822d4789a132b3120c4069f,0.9746107863536547,1796,0.9014625032251984,0.9686414160300704,0.8857869989078712,1,7,31.052045540003785,0
Columbia University,Karen Rodriguez,Digital Marketing,2021-06-03,2024-07-04,2002a9eb37cb965727e4f2c873b812b5c16ee0ff467be67309e0ca51daca239b,0.9402165617516366,1672,0.8750855359105761,0.939239142670955,0.8044396342466081,1,3,24.638689708963827,0
Columbia University,Priya Williams,DevOps Engineering,2025-04-02,2027-05-10,2a87e92fe2c03737d4aab6b64339f90195bc8ccd04182ab60e1bdbb0c343cd0a,0.9302866909651348,273,0.9347120418556628,0.8899428827490135,0.8730463218304549,1,3,44.48858159750472,0
Microsoft,Priya Chen,Business Analytics,2022-04-17,2026-02-09,9272b1517b9c7712904255b7a3d245456989efaa6d03726d9754235f23fcc899,0.8202893267259866,1354,0.9000703224585673,0.941146134493356,0.6906137614203569,1,7,90.99837703292434,0
Google,Robert Williams,DevOps Engineering,2025-05-22,2027-01-23,2c88a5c25bb37e1adebe868825404ff6fa07c7d876108492d69731a34e3321ec,0.8173188881940947,223,0.7273517015774318,1.0,0.9222085793251622,1,5,80.06399994872775,0
IIT Delhi,Arun Hassan,Big Data Analytics,2023-10-29,2027-10-03,20b09906a1136a17a0a144ad02f073c141d77617eef7bcc6f2f8477d7f007791,0.9462481085457556,794,0.9279512214795591,0.9197916235313962,0.8709373878057342,1,4,13.158381707682503,0
Coursera,Joseph Dubois,Big Data Analytics,2025-06-20,2027-11-16,47fa8591c37d2c7fa658824a0d352c80c5c8d7869d50199ce0753a8e496f1f18,0.7928903689344128,194,0.8832411238284996,0.9648638676729466,0.8781878207891272,1,5,65.94806210763049,0
QuickCert Ltd,John Santos,Network Engineering,2022-10-27,2024-02-03,88bc249ebe292c2b00383bbfc69d04de0215ac9740d28b851c5ba71f7230eef4,0.1517,1161,0.2471,0.6302,0.057,0,0,81.07,1
Microsoft,Barbara Rossi,Project Management Professional,2022-03-23,2026-06-08,c4b9d680cced3759490d2e978bb31235a4d0a1bcc4cdbd1c556d8fe2d424fec6,0.9484603435953671,1379,0.79430302191225,0.9961659413678426,0.9202988118825065,1,4,2.895704740293325,0
Johns Hopkins University,Robert Brown,Blockchain Development,2021-10-05,2024-02-04,2cddf80dcffd6c4fb8e055a904ea8007f167ae9e5691f2c6651a0b72dff2cf29,0.9009702471341704,1548,0.9566702504170053,0.9182626955859281,0.947248622644925,1,3,91.74527669850744,0
MIT,Karen Ali,Database Administration,2022-12-29,2027-04-30,8e7934e4d5ac1f5ba71633309fa8f0699ded2d75d01e43edbc002cc6b9399e1f,0.6097077039352039,1098,0.6798542744898192,0.8742480766189834,0.71599947713107,1,8,7.065778252110715,0
Harvard University,Fatima Anderson,Big Data Analytics,2021-12-24,2026-05-15,c49ba2197f5373f399e7651bbb12b5b5966bc6502548a5877a23457da97809e7,0.8458255125493531,1468,0.9016527968780218,,0.7949768422049396,1,5,36.03700337862715,0
Cambridge University,Priya Dubois,Business Analytics,2022-08-04,2025-02-10,845502d1b9b4a0c38dd90d81dbad820e244cd7b5b46b4410588742764a48f8a1,0.7567441270000158,1245,0.9843022199271249,0.9226426843414002,0.9815778779851032,1,8,2.6828596294210407,0
Udemy,Fatima Chen,Machine Learning Fundamentals,2022-10-07,2025-01-26,0a28381a1a3a21b58d3d5b58d08cd1a43accb328f518a61090111f04a7f4114a,0.8711415454946866,1181,0.7711857871428796,0.9297681599281875,0.9574031914872163,1,4,58.09366683421877,0
IIT Delhi,Christopher Kumar,Robotics Engineering,2024-10-21,2029-06-27,2db29aadf2af2a6459abab41338f174df1985c0795113d32988c57c18f956173,0.879589348570218,436,0.724451118622012,0.9278906708730833,0.8921230998953071,1,3,9.669167604160592,0
Cisco,Thomas Anderson,AI & Deep Learning,2021-02-02,2025-04-18,c1157e621c150b93d378c2a8e20f007ce0bce2dcc675fb71303bcfe08020029f,0.9606810493965094,1793,0.6723442186308629,1.0,0.788525380575527,1,6,11.686772715652303,0
MIT,Ana Rodriguez,Database Administration,2025-08-16,2027-06-27,93690a8e63ea44b9634e13ca5126c1585d8df1715c01d909a38cabb6f6aaa0c1,0.8346515593242089,137,0.9338827400706398,0.8606239859297425,0.8662858139003866,1,6,49.315281927510284,0
IBM,Elizabeth Rodriguez,Robotics Engineering,2025-10-27,2027-06-18,79230481a264d7ea0e1b7bea6ad884e3f25a5d66181473f26ca049c36ef898cd,0.8496359783750289,65,0.9577284402252764,0.9433234845468154,0.8052411731849911,1,2,81.54978577314571,0
Johns Hopkins University,Michael Johnson,Machine Learning Fundamentals,2025-11-19,2027-10-31,0a46f1e4844101fade86f687149091c9474434cf967a15121f9a80a1cdf12f03,0.9072197825089856,42,0.8813518318509291,0.9618265578787423,0.8371232580007637,1,6,23.399412607502168,0
IBM,William White,Machine Learning Fundamentals,2024-03-05,2029-01-13,cb16781fbe4e5438f60d5354320faaa6a693632611207de298a5295f73965a99,0.5645341003690572,666,0.8983208363201135,0.914758897140783,0.7870371452529156,1,5,23.621545106570707,0
FakeUniversity123,Richard Jones,Project Management Professional,2022-02-19,2023-07-16,83338e1c6d743596aaab1f5f07aa372c8a81939bbb745e5682f104c9de588f83,0.2005,1411,0.3096,0.622,0.1738,0,1,37.27,1
IIT Delhi,Karen Williams,Digital Marketing,2025-08-01,2027-10-09,91d27610cda9ce5189119168df8d0723b38b1224a3adfe0d7cb48eaeee602a74,0.9018095602044334,152,0.9587910511063243,0.8893822781087087,0.7811767673853527,1,8,17.33304696346206,0
Stanford University,Wei Martinez,Full Stack Development,2021-08-09,2025-04-05,b24c62c2c2a776d4bdb5d21c1ec7f92f5295be2a168b778c84fc6ad3a858dfdb,0.8411018471920957,1605,0.7619140854092284,0.8637784019722105,0.7748608109816363,1,6,2.933699640425717,0
Udemy,Robert Jackson,Computer Vision,2024-01-15,2025-07-26,93414882e84998776fde2507443067abe4172f0b26d8486cc36541a309fef56b,0.625090043934784,716,0.5384371247999266,0.9501165965944329,0.8171985585960865,1,6,29.55810602177402,0
Stanford University,Sarah Wang,AI & Deep Learning,2024-02-09,2027-03-14,1996ccc4324a85ebcf80d391ad7d21a86cbc4cbb56ccafaac642575509c2be01,0.798212928354155,691,0.9061782898938914,0.9820696165656595,0.8189695569497222,1,5,56.056660450840695,0
Stanford University,Mary Hassan,DevOps Engineering,2025-11-01,2028-04-16,62467de14af03813aeedaf870e052ddff6ecd140ea6741e7a13697b86c95e974,0.9085346332189289,60,0.9626626052159992,0.9650502662101058,0.9574036062193416,1,3,3.382273281685385,0
Microsoft,Carlos Jones,Digital Marketing,2025-09-13,2028-12-26,7a40a6f59e1360de4547b3b723ae4f26c0b32936d9cdb0205ed862dc36f22b65,0.7802346067898309,109,0.9753760113110891,0.9519418392969247,0.9525595503096298,1,4,23.88118927624813,0
Coursera,Arun Harris,Computer Vision,2023-04-15,2027-04-08,f16bf1342729dedf587e6a39d3b650badda92e0bed20b8e1b18bf47b6c53e6bd,0.9672293694163975,991,0.7760058556425743,0.9118137943575615,0.7951341484287728,1,4,66.85505388612636,0
Cambridge University,Fatima Patel,Cybersecurity Analyst,2025-05-06,2028-12-20,8cfeb70e3177285b684830be86b7e4a666c2e41eff07518ef4df075ed25d642a,0.7185775968944174,239,0.9358821270096492,0.9852701213132583,0.9018515012454577,1,6,12.264194605398998,0
Udemy,Patricia Martinez,Computer Vision,2020-08-21,2023-01-22,c136119b5e75d5f6d9440b809b20fffebcfb12c8ee6dc7d1c047d5ecc54d8fa7,0.8338159082215915,1958,0.6209995684104326,0.9105458140797896,0.8337215551164997,1,8,16.372051449944212,0
Cisco,Barbara White,Robotics Engineering,2022-07-24,2026-05-31,ec08448f48de42d5a74439cb914422e34e226e11d60d8e93662978aebfe36fa3,0.8214309693402579,1256,0.9870689714537805,0.916379822259845,0.8795190355674738,1,7,7.789475377251035,0
Microsoft,David Williams,Database Administration,2023-12-29,2027-07-03,8393e856d135a9e895f5d051fafd5bffc3fd6295f83df0796a515a0ed9f0c629,0.7759607666968064,733,0.8399256239395201,0.9486196690944896,0.8067700113602796,1,9,60.85351847828339,0
Stanford University,Mary Smith,Agile Methodology,2021-04-11,2023-06-29,32a29150a9232fdcd4c60a5af3ea2b297a1d5481aab0d15ebffa144d5334831c,0.7941996964056757,1725,0.8516707745076091,0.8761107061161474,0.8526132426032377,1,4,65.17141555751404,0
Yale University,William Williams,Mobile App Development,2021-12-27,2026-05-01,3abf326bd0555c0a04831784a2a51785eadb9755650e6638e6af3de549c8da0e,0.69676873462702,1465,0.8294715181856885,0.9628870713370313,0.640507969504313,1,6,78.0322751290506,0
Columbia University,Richard Anderson,Project Management Professional,2024-02-25,2027-02-04,33f1d0986cd774ac2aa36e870adf9be90259edbb4ddbd55054e5494a006b2b0b,0.5932876265614014,675,0.6340146334672052,0.9104042060407,0.9744256788119403,1,5,25.218391403573097,0
edX,Christopher Martinez,Software Testing,2021-09-28,2024-10-03,f48b3de2b8396dcf5d2f087d24694406f428d8309df71340050cd06abe54a385,0.7968057488402251,1555,0.7992690172593881,0.9135400052758457,0.7120223323227772,1,3,41.08254843699078,0
Udemy,Mohammed Garcia,Cloud Architecture,2023-02-23,2026-12-01,1db39da4f31fac3c8fa12cecdd1bd2e3be8f8426cb87ed71e1fe4f7eaedad61a,0.7529021964903023,1042,0.8493848517287682,0.9345303158402524,0.5720620640703038,1,6,145.14947906757334,0
IIT Delhi,Elizabeth Johnson,Computer Vision,2025-03-08,2029-10-01,bd0aad41fde3f9501f44815145ba2f997a8ccf698876fa4d2689b50555fcb4fe,0.5611702707030146,298,0.9587284585839884,0.8880883484746822,0.6886705649573863,1,5,67.86824260482912,0
Oracle,Ana Mueller,Cybersecurity Analyst,2021-10-30,2024-10-28,769045474325ecb985245bee7a1e6ef3c65f6a3bf52b864a408a5bd7fb5580a4,0.6369706209629185,1523,,1.0,0.8675795930619865,1,4,7.937301532675907,0
Yale University,Carlos Smith,Mobile App Development,2024-07-27,2027-03-04,e68ca306bf9f49200179708b46c6297d3ac59cdf6bb1376bbd097cd4df0c894d,0.7925604633528469,522,0.7252079306016276,0.882023667360307,0.9022976091113913,1,4,116.63800961412733,0
Udemy,Jennifer Jones,Computer Vision,2020-05-29,2024-04-18,3baed62d51e48298660152e4b674c55d37e468199dd8d6f6b4b5c71951ecd0f1,0.9060298716101841,2042,0.9791518584465362,0.950762328475444,0.6749250521434267,1,10,38.76782681357761,0
Adobe,Robert Anderson,Quantum Computing Basics,2024-10-17,2028-11-11,921a6a33da2f591fdf433202fb0b3e2e7a705eddaa500931216fd63df9efcb3b,0.8451484048899855,440,0.7456539951720704,0.9643494805101908,0.9915277823397287,1,9,21.942514729312066,0
Google,Barbara Johnson,AI & Deep Learning,2021-05-19,2022-11-20,45473d45a84eaece556aa3fa1a25ffc1deb808687eb157e699bfda0aef472c46,0.665435418318564,1687,0.9020045736644158,1.0,0.8646382325536428,1,7,10.067513427662696,0
Microsoft,Pierre Johnson,DevOps Engineering,2021-08-10,2025-01-10,d051274212fea502a622aff9380cd3c36d7e9adcbb4aab0c196e671e38d667b2,0.7824686518712904,1604,0.6462252389271472,,0.9180229649090254,1,5,13.995427247137242,0
NUS Singapore,Jessica Williams,Project Management Professional,2023-08-01,2027-02-27,77f119696a2cae2645ddad88b69739cc27e7bea1cbf3e4d015d17598684a495a,0.615925704650192,883,0.861719489819765,0.9278098249719147,0.8260468859706808,1,7,64.66167579783809,0
TU Munich,Sarah Harris,Mobile App Development,2025-05-28,2027-12-02,b1201487ee58bbef8ce997fbccdda4ffd0217342075abb68e277f3ca26620da2,0.939095655993511,217,0.6210217096123433,0.9771703031215695,0.7122679971164076,1,4,5.264534077583127,0
IIT Delhi,Sarah Anderson,Digital Marketing,2022-05-22,2023-11-22,53329555f231b28516d8193adf2abd8ce6ea0356ba5c1b09868c27b2965d8b99,0.6889479107740825,1319,0.7548525910076467,0.8764784152135048,,1,7,2.125138872440179,0
Salesforce,Elizabeth Brown,Business Analytics,2021-02-23,2023-06-11,682814813a2a801eb583587d2af7065103c578d79993305f7ec6c27900267acf,0.8544638973432027,1772,0.9099343814405021,0.8703356762449767,0.9815342682482441,1,5,19.299815922601557,0
Cisco,Yuki Martin,Natural Language Processing,2022-03-24,2026-02-21,de4abdddd3031b1c91843e8eca03278b2c4ed43ebe8946e7daf92ef93d3fe091,0.9485043773250627,1378,0.8210563407407941,0.9423172973955612,0.8295622086542781,1,4,4.688112468156637,0
University of Oxford,Jessica Anderson,Project Management Professional,2024-07-14,2028-10-08,ace5d156326ac97b1b0174e6af89327bdc76ab2ba1bb14e71779ef4b00afc3b6,0.7056340020480139,535,0.9034849921777053,0.7996799857786091,0.8903886886923416,1,4,1.5796481843176113,0
Salesforce,Ana Chen,Quantum Computing Basics,2021-09-03,2026-03-31,23b443457a3d6c4b899741de53c69b806af3d1f8b0193383c3392c5bb9f9dc19,0.8347214999264144,1580,0.926133177992647,0.9000187751090262,0.9629310109313719,1,5,94.13696283297344,0
Yale University,Sophie Jackson,Project Management Professional,2023-12-18,2028-11-14,be67a939e71679fdc9c98a54814a4a5e311901518f8f81ad77aa90089275456a,0.8478833236296154,744,0.5872745593313491,0.871494917189357,0.9115299653279054,1,9,68.55286145651867,0
ETH Zurich,Pierre Taylor,Quantum Computing Basics,2022-10-07,2026-12-20,bd93988134e6c013eb51fc96b0b19ec9ccd91793fcf02a8958b367a206a15770,0.8461899765615553,1181,0.5259357035615161,0.8799633880514156,0.9687326955644289,1,10,4.948310802938288,0
PMI,Jennifer Williams,Database Administration,2020-05-05,2024-01-01,4580dfe1f6433f157140428b5f1cd974bf7ff356e42d767363f7ffdf7f31a283,0.8335040592644517,2066,0.9833511303937879,0.9098596440426905,0.7774918039802808,1,4,13.398676428072768,0
IIT Delhi,Joseph Taylor,DevOps Engineering,2022-04-29,2026-10-12,3bae222fc91f86a52cad3f0be3cb3042ffc0f043fa50141c7c3107021c40e735,0.9406348986691101,1342,0.8666161724536667,1.0,0.8324961076960603,1,6,0.13202248331646416,0
Cisco,Barbara Thompson,Cybersecurity Analyst,2024-08-16,2027-06-09,e6232dc359249c916c8d0ee00dda82837f369e2a6210fa2ccdebcba17e24cd2a,0.8639585587414417,502,0.6400234083877573,0.9345622873517981,0.7842369420955732,1,10,15.770875918372676,0
University of Oxford,William Johnson,Full Stack Development,2025-10-15,2027-11-14,8bb72118691211ac7f93c4a118e138d7e7f0e4c0c53ec329d9fd1c8a45577ee5,0.8540331458094774,77,0.863815407202561,0.9492065742409406,0.8028873961798908,1,5,2.258596385894283,0
Salesforce,Barbara Martinez,Big Data Analytics,2025-06-30,2030-06-03,3c0888900456d6cdf6856defa064b867920cfbd07cfa37c4bfba363f4a6d200c,0.9244479117811372,184,0.7702887373976464,0.8537103114322877,0.9392348691787483,1,4,10.599714567140113,0
Salesforce,Jessica Harris,Mobile App Development,2022-08-04,2026-04-06,010d3d148ca1118e660455b406a18ef09a26d8aa7858bc0a9f75ab0d54bfca02,0.8676220146327083,1245,0.8600139485441287,0.8967424810191318,0.9660988103240361,1,6,11.037458911043789,0
University of Toronto,Fatima White,Business Analytics,2025-07-18,2027-11-12,1104133f85175349ba3e98b6588951cb48722d463301d9577307c2110aa71fda,0.9066443084315984,166,0.9859502362342315,1.0,0.7987698895356253,1,5,59.4787086934707,0
MIT,James White,AI & Deep Learning,2022-01-12,2024-01-23,cf674f96b92284851bf50666453e182e0b1d23100572fcc5492071212a9de077,0.1171,1449,0.2992,0.8062,0.0875,0,1,6.02,1
PMI,Elizabeth Taylor,IoT Development,2024-06-16,2025-08-23,684384a1894c2c877a7cdfa0417fe2de5d96b8aa225f27fc985cef3f3a522690,0.8384585286368457,563,0.9644521528587536,0.9082421431041823,0.7357903519768112,1,6,34.56717877458364,0
NUS Singapore,Linda Chen,Data Engineering,2023-02-24,2025-11-17,7acdb9be2f22d71231bab389976fc8945fd2ee14a1e876a12ba72b1b8f60fca4,0.9541218253030286,1041,0.7969346507334025,0.9239710434756526,0.7324827440081537,1,3,30.28584991311339,0
Microsoft,Fatima Brown,AI & Deep Learning,2022-01-04,2024-05-25,4e61c22261429cfd8dabadc5fa49bbbbc41223ef0a6eae01eb205f6cb7a5a626,0.7817685426852131,1457,0.9925412910029311,0.9448899313835001,0.970121450661476,0,4,2.975974442704559,0
ETH Zurich,Thomas Wang,Robotics Engineering,2021-09-28,2024-07-17,2bf405fd2372b7083130e4302d9fd48aea294c95de6402a182c357dd0cd2ebf6,0.9071725264161167,1555,0.7712913607659796,0.9235035796342163,0.9880875939087437,1,5,109.87759217402453,0
Columbia University,Ana Williams,AI & Deep Learning,2023-09-11,2028-03-29,b5cea4e55734c2d3cf8e434979759ad771800a1698c69835f3a3590fd4e0ff55,0.8370097501468274,842,0.8859077071544033,0.9210670871374039,0.9537388159092514,1,2,11.492736873214236,0
Yale University,Mary Mueller,Natural Language Processing,2024-10-28,2029-05-08,1f42624c78619ad6187d3c355263c926903e3a9c375dba563e4489fcb429fa29,0.7637654326959982,429,0.804216751293706,0.9182392577444808,0.6521222199416076,1,5,49.74625601353939,0
IIT Delhi,Mohammed Miller,Natural Language Processing,2025-01-07,2028-02-04,be4e7e123b7a1b3cab307a58cb082a399de70331bd8587ff63c870fa8bc49d74,0.8396229664315018,358,0.8379981109230172,0.9216092122058719,0.8478753697300885,1,6,17.41412220236957,0
Johns Hopkins University,Susan Wang,Quantum Computing Basics,2020-12-06,2023-10-26,c5ff242949addf06ac47acfa1b737c088d592e746725ff14b508cd4bed353dc1,0.9073197190382387,1851,0.7126994350659894,0.9089010377424966,0.859008342709296,1,2,36.18251699256468,0
Google,Michael Harris,Quantum Computing Basics,2022-11-11,2024-06-10,f5c9fe68c0ca137f3d43f68bcbb03d2831f71721bd9a94fe14b84f0586e2c98c,0.8367452148263085,1146,0.9743692507136763,0.9266546867568393,0.8041692489975946,1,7,5.960690753088012,0
ETH Zurich,Priya Williams,Computer Vision,2023-05-14,2025-12-01,13a1a395df15ea237b4fb9f6f114b5da54fbb286318afda8b570ccdb6ed1253b,0.7742688624584025,962,,1.0,0.898124275280338,1,9,69.07748290008328,0
ETH Zurich,Sophie Brown,IoT Development,2025-06-04,2027-09-17,9963fa24e75de2f3315824689cac875f2dcf93943efc0b46a1369fdfe8adaa83,0.9667566520682993,210,0.7289003452467452,0.8868336228737517,0.8968269028889994,1,6,37.24927108043955,0
Google,Fatima Miller,Quantum Computing Basics,2022-03-12,2024-06-02,be1a2bc5d48cbf5ed14b37e98ac33a4ed00433ee2ac62366ef6ce13b9ed937f1,0.7151458155378339,1390,0.9793882880946765,0.9513748284043829,0.8712389391792298,1,5,4.357089505706221,0
Microsoft,Mary Dubois,Agile Methodology,2025-06-16,2027-05-13,e340e6ddac98ebcce7878babcd81ff9c2fe4d1da1bdc03e9eef2c41ab3f7b1f9,0.8649482453720516,198,0.6805011204466812,0.8797263937074614,0.9540443173775494,1,9,7.141011223582756,0
TU Munich,Yuki Santos,Blockchain Development,2020-01-11,2021-09-29,04d9b96e325eb2791a501102dee40bc84d8de6e17f7198e804d30c280b0836ef,0.6573517630774343,2181,0.6465767834976915,0.923230065386357,0.9433229822728739,1,2,2.8133243877491485,0
University of Toronto,Mohammed Santos,Cloud Architecture,2021-07-21,2026-06-09,fed787ec546cacfacd18f0fbd6c174462dbe0a6ca20b017d646ef4093b308372,0.7942704681340618,1624,0.9534490026754282,0.8827926021907566,0.835490535059619,1,8,3.3821261275797614,0
ETH Zurich,Christopher Garcia,Natural Language Processing,2021-01-26,2024-07-02,e2418262aae09b756e66cb989e819cebdae3d65d187472a52ecd353ba5dc71d2,0.7427533791211256,1800,0.9054594799609322,0.9288635076254224,0.8099266981082853,1,7,177.9342263190544,0
AWS,Susan Ali,IoT Development,2022-02-08,2023-03-15,d505bc8ccdb4a524d1fec57df39f40fe1fd139fff4ff41490c73d866941d40ab,0.8373510646548495,1422,0.7953872932895066,0.8962126518230259,0.8064078454381419,1,4,5.91770370940306,0
CertForge Academy,Mary Miller,Full Stack Development,2023-03-14,2026-04-24,d0affd6c0c0ae64d17e49fbe626be4e21144a394623872073f167f51f5c84185,0.0133,1023,0.5032,0.447,0.5,1,0,4.28,1
MIT,Jessica Santos,Network Engineering,2024-12-03,2026-11-12,bbfa409a55fc06e9be88ff8e1ae9cd9e25b6bbb4d85dab0de6a278644b3c39b1,0.9448061403753447,393,0.9181316733230959,0.9845124163715975,0.8455992538789656,1,10,23.125605849146925,0
Cambridge University,John Tanaka,Data Science Professional,2021-07-01,2024-02-06,5499cf7e9b0914491921f017aa3746654c3ccdbe300184db640605cbe2e7d6ee,0.9120642153320255,1644,0.8084187309719711,0.9969309365583411,0.6509779466445007,1,3,58.024758109423374,0
MIT,Michael Dubois,IoT Development,2022-08-22,2026-02-04,ce573f042af35204d1f4aca26f07583ec81c23e539207cb8f0429be81f7e31bc,0.7151826248575022,1227,0.8016131470624167,0.8798888079428643,0.8729292577737737,1,5,153.54262033074656,0
MIT,Sarah Brown,Data Science Professional,2024-07-27,2029-03-01,283c0565b3bff23cc0d6c9d2177aba33d59ce666471bf95805c3414558d9fec7,0.5349801876474544,522,0.8385724467209072,0.9679946756765886,0.8020027761111934,1,8,21.1729525910607,0
Yale University,Carlos Rodriguez,Quantum Computing Basics,2023-03-19,2027-03-19,d79a13fafc28902e8f0dbd4a4794a834f08d83ada343ed5ab9864ec4be87c301,0.769805750448017,1018,0.9051807212665886,0.9811846803249142,0.8979268679787963,1,4,49.47082799857677,0
IBM,James Davis,Agile Methodology,2021-09-24,2025-10-06,9b4cd5f0e6e59a61bad884d31439cbbbfa7ebf366337ec17896792e0b837de33,0.986056773683231,1559,0.9116410812917894,0.9454137853472666,0.9982203050407977,1,8,8.710238781151945,0
Coursera,John Hassan,Software Testing,2025-03-07,2027-09-05,6fcf4ff608c0d59ee1876869667684674c0bd635d0fb0323fc73ab8ddb0b0204,0.7985078323255999,299,0.8553016461617239,0.8897877600720577,0.8273016505948411,1,8,29.544765031135448,0
IIT Delhi,Elizabeth Jones,Data Science Professional,2024-04-03,2026-06-22,897757220a32807a28c9dce2a1eb8a03450e22645bf29a13a68448d70cd2ed98,0.9038925411256555,637,0.8250515837537511,0.8809164277125688,0.8109442218056014,1,4,27.44215320317298,0
Johns Hopkins University,Arun Williams,IoT Development,2020-02-08,2022-06-18,c0965f1c137352ec465ea08419a258409349ccb8e012b0606ea7c40de7eb9b56,0.9648155636967262,2153,0.7282015343807533,0.8785768615516136,0.9451322568957837,1,7,28.397898430628604,0
NUS Singapore,Sarah Kim,Blockchain Development,2022-01-29,2024-09-12,05d6cbcc63aed76046e318c8af8d169689c890bd02979138e8c6932cd3d13936,0.8094838046602613,1432,0.956833825907492,1.0,0.9857208977010875,1,5,95.73821879202553,0
Adobe,Karen Williams,Blockchain Development,2025-05-13,2029-09-01,8fbe8a3892a8f3eb7907ddc2baa53a817d5606655cea97a5046d485b08ab9306,0.9769664625417603,232,0.9190895849891662,0.9969933358984446,0.9779857839664446,1,10,48.7829052620168,0
Microsoft,Mohammed Kumar,Digital Marketing,2021-09-10,2024-07-30,a264e317745e6b7f38272561f0110efc859e5cd1776863a171f61543229e6d26,0.7070931595431826,1573,0.733122021913441,0.9495965419018904,,1,4,55.49144475980496,0
University of Oxford,David Rodriguez,Agile Methodology,2020-06-19,2023-06-02,27fc031f4ed8b375cfafbedbecdb3bab3ea8fb57111898f10d213b597663c68c,0.9081903212839613,2021,0.8072615697316834,,0.9535273535713765,1,2,51.09058750192495,0
TU Munich,Arun Ali,Software Testing,2025-10-11,2027-03-24,7c811ae98dda5ebf591f44d3594dc2a54451093efe6d74a318192d8dac514abb,0.9603430413319768,81,0.7301729077696316,0.9184363170407023,0.8912810104706823,1,3,33.08660965706506,0
University of Toronto,Jennifer Anderson,UI/UX Design,2023-09-24,2026-08-09,d154603d7f0dd8aade8d146bdff28f016d142616e4c8c93589d51bec00595db4,0.9566105207289588,829,0.5835496147153099,0.9482148366206893,0.8904443052766825,1,5,3.492877017959254,0
PMI,Susan Johnson,Software Testing,2023-10-29,2026-01-14,7c1ef6adcda6c72a55386ded62d624f6143aa5a227f87cbd3c0209fb7d398f31,0.4811653361372568,794,0.9437578517827251,0.9424638129928995,0.6499180142202847,1,8,40.186999966274456,0
University of Oxford,Elizabeth Ali,Data Engineering,2024-01-02,2027-01-26,2c78645904f940c3c923ba98aa1f80d92abbe95a0c3b4af6b9628269c256867c,0.8174816851775468,729,0.9091589202838908,0.9567821874742035,0.9634787255470023,0,10,21.61151650433496,0
TU Munich,Pierre Dubois,Cloud Architecture,2023-05-27,2026-09-28,d90f3a48905849d742ff73a2ec9db94b73b6a6c9325d9ff3aa55c531c413f7b5,0.9615210312915252,949,0.8491611898646411,0.8845370517619083,0.9092132846980554,1,4,39.1023123065896,0
AWS,Priya Santos,Business Analytics,2021-05-06,2024-03-19,4b3d582b957cd63c1783dc48c18bb93812e4e629d5fe7375e44b8cceb38944af,0.8027390944516677,1700,0.7374564927950998,0.942022385631948,0.9128711001438976,1,6,55.029388587834944,0
Adobe,Mohammed Chen,Network Engineering,2025-07-21,2026-10-19,9637e8212636b06a9d07d4b52fdcb7ff4022c56e686607c897de235c1c19950a,0.9875832962424692,163,0.8100750606325134,0.8658494462593066,0.8916937462691048,1,3,3.259692774064753,0
MIT,Mary Martinez,Data Engineering,2025-01-25,2028-09-25,bff3d391e5a05146f02c456766f8317518ee4fc03a85ce98d18f1f8e08aa90e2,0.8984645455325627,340,0.9792385500402044,0.9735283154240434,0.8960641203097494,1,6,7.120508632654318,0
Udemy,Robert Hassan,Project Management Professional,2021-08-15,2025-03-13,797893b09c166202fd4d6c7b3ff8be613f377bacf75682b3b0c7c912a4267379,0.832751958849663,1599,0.8438340574643178,0.7598327195397657,0.7663827562186637,1,5,43.8213447441376,0
NUS Singapore,Priya Anderson,Full Stack Development,2025-10-09,2029-06-01,394a9bda5f7e372e1458bc5ffbb0dbea6bf0290dc68858abc8459b3229d87647,0.9397641949073865,83,0.5368976028565843,0.893035639096167,0.6954994247420454,1,7,65.16317783242003,0
TU Munich,Joseph Wang,Business Analytics,2025-02-23,2026-03-23,e5553f632bf71aa258d4271aad730a4bfcbcf7e54fcfa4b078dd67e3f0e61655,0.8978106261923477,311,0.7563830683703385,0.9326631219538268,0.7672162168746405,1,8,34.69797930816328,0
IBM,Sarah White,Data Engineering,2022-12-03,2027-10-11,d2f7f47981a1a3153639695680b50978329cd7a686c27fd6b018a60d3cc2b504,0.7229439364946546,1124,0.8753481459504323,0.9147850844842148,0.8934330749939196,1,4,2.9826438952788563,0
ETH Zurich,Joseph Santos,Data Engineering,2023-11-24,2028-01-19,26ec8af981e134ad00316267bbe48c0b4d9ff3ef5b5fac76d9902a5e40657080,0.8137537695143972,768,0.4775390325322854,0.9421147463884351,0.6580823811830386,1,5,3.2154009046481042,0
Columbia University,Fatima Miller,Blockchain Development,2024-01-05,2026-08-02,8512d661a6c04996c3a796128cd9fc2579a460842f6d09e57d6a5de14bceaee1,0.40680366651697736,726,0.6887664129393279,0.9986876289296928,0.8344336393107423,1,9,10.241806597947658,0
TU Munich,Thomas Thomas,Network Engineering,2022-07-13,2025-11-25,71701c3205cbb2a740f0857f7feba90918b9b48d7b5e2a93dc1cd97a05baf23e,0.9479695099399655,1267,0.5575990632138851,0.9080303583662004,0.8873733540494965,1,5,72.51590531597105,0
Salesforce,Mohammed Wang,Robotics Engineering,2025-01-04,2029-12-29,bd43c2cd35c94094d40e5b6beb95969109b3edbdfe79f36320ce6048e79570d3,0.8393524006911753,361,0.9277704106546174,0.9551978078816349,0.9541388213136396,1,9,47.920846334927404,0
Oracle,Sarah Kim,Full Stack Development,2025-08-24,2030-07-18,9d5581b959fafe508c7a17b54b96bdf399eb9ebbc5ffe18bd4ea2d30c0003e44,0.8585503536783577,129,0.9349926242196572,0.9300748209270835,0.8548521386800259,1,7,15.620095293494398,0
QuickCert Ltd,Karen Anderson,AI & Deep Learning,2020-07-29,2024-11-18,8f5be0db27f88c7e2dd71d4a1e516175fafaef046472bc85a9955cf8432a50a8,0.0875,1981,0.3941,0.4521,0.0786,0,0,50.34,1
Coursera,Linda Rossi,Business Analytics,2022-10-02,2026-07-24,7f9d1d6862c060cd8a3238196be1f1e393c4f6e05eac764bbbb2a412103accd0,0.7124717995044983,1186,0.8729877359197832,0.951295472470761,0.8805433234498264,0,6,36.73984779497475,0
CertForge Academy,Sarah Williams,Digital Marketing,2024-10-23,2025-08-01,5f4a8a41,0.4415,434,0.2744,0.554,0.2739,0,3,79.29,1
TU Munich,Jennifer Martinez,Mobile App Development,2025-11-06,2028-10-15,c82a5c079ad7ce32dd9e8788f888ab02d7781470354485182690665ead904648,0.660224907140445,55,0.9062688733980788,0.9441041143598556,0.8353964655297509,1,9,38.46942178089015,0
Adobe,Patricia Thomas,DevOps Engineering,2025-05-24,2027-07-08,0633249dba95ded526377132959a9985526f856ccc87ffd5903a91ee7877b0a9,0.7491750710840904,221,0.8552133061750657,0.898514281423019,0.9190522185751638,1,10,47.19048504922253,0
PMI,Barbara Rodriguez,Mobile App Development,2023-08-20,2027-06-07,0e9cfd14f29c55c65db16db078ec75374ff0dbda333effa218819cfa27bccc60,0.8241513297263983,864,0.8960318792428036,0.9398359330937156,0.8751194762432489,1,7,7.632104801620289,0
Johns Hopkins University,Susan Rossi,Blockchain Development,2023-01-24,2027-05-05,95056d878b1394413f85ebb5e290fa18b507ded9ceb21520cb9d6ea81a3136d7,0.8739137203170791,1072,0.785124109655139,0.8903523338985081,,1,6,10.680432523429758,0
Stanford University,Jennifer Thomas,Blockchain Development,2021-12-31,2025-06-09,ccc58857924f1bc8f6c27c11d7aebc0ec2459638e60a19afd8f8957a05a5a0bc,0.9432324033865932,1461,0.6920186541253519,0.9188687716672507,0.9578653431554206,1,2,32.488924297838,0
CompTIA,Carlos Harris,Natural Language Processing,2020-09-27,2023-05-08,bb77390add308c85edc0e8adbd65680e807fb3cd6e841caa875ab38b06515769,0.9139587009385667,1921,0.9764504951441442,0.9941336766347648,0.8794601999834638,1,6,8.215877543060767,0
MIT,Richard Kumar,Robotics Engineering,2024-07-22,2026-08-22,18140110a28e875a561707531bda9516f08d4b5e8794ba3a5d2800a62c7e2512,0.8126456714010933,527,0.9347624204763995,0.9261709566750481,0.7797344578774765,1,4,0.0759224843590053,0
IBM,Joseph Harris,IoT Development,2023-10-20,2027-04-10,174b492b500f8792f5a0b5886f0f0ebbcd0ca0e7af2965b617f356de47b900de,0.7299914084268745,803,0.8925345428537713,0.9412712819619448,0.983293675571387,0,8,19.55332596659815,0
IIT Delhi,Christopher White,DevOps Engineering,2022-12-17,2026-07-05,8930bc232c04b82583ecf98f8312570a33f192eae507d43b2089a144f041f451,0.7450855674254802,1110,0.8542357644327265,0.9293892309211499,0.9600240581687298,1,13,63.815879437211386,0
University of Oxford,Elizabeth Rossi,Digital Marketing,2022-02-16,2025-04-13,25122a9f1ac7a460d7b45828d4eb57edf28f76c0df3eddd6eea1a48a06f4b21f,0.8786236335031764,1414,0.9595864714727479,0.997763872787841,0.8732938619519611,1,4,17.643522585485623,0
TU Munich,Thomas Patel,Digital Marketing,2025-03-13,2027-11-18,f5a4633d43d2b4a6cd68d13334852938dc8fc39a8752a7126a4c25714a87bb9f,0.4274,293,0.229,0.8503,0.3647,0,1,11.2,1
Google,Jennifer Kumar,Business Analytics,2024-09-10,2028-06-30,11c09c2adf6a75d5cc8f1c0fa80dec51c3d97a7f4a5a33f62c516c5679571945,0.8524991758374117,477,0.8484618032326947,0.9611364929562362,0.8079928932529614,1,7,49.90116947460271,0
Google,Robert Martinez,Quantum Computing Basics,2021-12-22,2026-04-25,e340689a5a165f505441831c1c98435478c1495bce3eaa998902dadbaef94dc9,0.8554959731796509,1470,0.9803665453678215,0.9424531717298452,0.874102053782838,1,4,24.764203718038168,0
Salesforce,Christopher White,Data Engineering,2023-04-16,2028-02-07,631ec0b93478da0c135792b0e6507a2ab5ee0a5d18c754008812ab0c65935659,0.7970727446080659,990,0.5037874868328359,0.8532006325235109,0.7956724502328905,1,3,214.2612166196543,0
IBM,James Kumar,Data Science Professional,2023-10-20,2025-03-20,f5a4197a1828ff6b42d7938f2f88d899e6ac8e7c34cbcd60bf011302857cc375,0.810020814524229,803,0.8517115302384541,0.9268457609958737,0.8745343825431923,1,6,28.067752869234912,0
DiplomaMill Online,William Kumar,Natural Language Processing,2021-07-30,2025-08-08,3fe5cc50430b37ad74472d8b37c688f8cc591a2a85e6dc655fe89510c91f7143,0.0012,1615,0.3538,0.7024,0.3435,0,1,95.01,1
NUS Singapore,David Smith,Data Science Professional,2020-10-01,2023-10-15,4dfff1d52f116940bd886ff6ec0862038f160bf2a8ef4192c725b3a2a16191e8,0.8743845711473724,1917,0.9770425205978723,0.8795094664097466,0.9296381745427205,1,9,59.126436011763445,0
Oracle,Mary Santos,Big Data Analytics,2022-07-31,2027-07-14,307716c9113ebb4572e01f7d0e511860b21c1e2d0becf1aca10d23e8afc5004e,0.8691055033290421,1249,0.6503581084285653,0.894725078802838,0.807489904588964,1,8,40.779734499125254,0
University of Oxford,Sophie Garcia,Data Engineering,2020-07-04,2024-04-27,de7464c9bde3baaca4fa0eaca9d92716a9c333ea73bcb03fc060636b34537854,0.5916663164806795,2006,0.7341801003671555,0.8364991193056934,0.9274263788983843,1,12,12.010826651839709,0
University of Oxford,Jennifer Garcia,Project Management Professional,2023-05-28,2025-12-16,2bfbad0404b9deedcab018493d9d5d9f595da544544c5dded1bece338cdbbbff,0.7777310548974883,948,0.7908998649281052,0.9525734890224519,0.7861124836791888,1,8,37.78907385391431,0
Johns Hopkins University,Elizabeth Harris,Cloud Architecture,2020-10-31,2025-10-26,eafbfedec68c634ee7ee57762ff422dfd350caebf2dc69ce99af57a38f575dd4,0.9623005680366364,1887,0.7306409282734039,0.8928638347987496,0.8621285800557743,1,5,5.958806099438943,0
Salesforce,Mary Chen,Full Stack Development,2021-04-24,2025-06-15,91d21f115445e05c4cf94c036f2009f46afed8e6e8835a86ebc1aa72e09082a0,0.8551480521521919,1712,0.8708720183689325,0.9290262781657543,0.8211358289728655,1,8,19.773343533444276,0
PMI,Susan Anderson,Cloud Architecture,2022-10-30,2026-07-09,2116dd401870fa33c47f290b0ffb6159b4e98277d68de52214fa7dcae91b8cb8,0.8659905466426188,1158,0.845115781346778,0.8765807889368274,0.8626825561051767,1,4,30.816938639505306,0
Stanford University,Sarah Rodriguez,Cybersecurity Analyst,2025-09-06,2030-08-01,9a4fb8ab698601b70941f0a9282ff78f4284bbddae10a76800be8142b754999c,0.863389174084134,116,0.8007453456570427,0.8732387240980155,,1,7,10.116920052263099,0
Johns Hopkins University,David Santos,Project Management Professional,2025-11-07,2029-03-28,aec179f4b6ac34e77557cc8af558ccb8edc264704bb67d2a8190205a0953c7c7,0.9042181372476088,54,0.825728116152724,0.9424544792757188,0.7977053776941294,1,4,40.9757985440148,0
Coursera,Fatima Miller,Database Administration,2025-05-31,2030-04-22,9aeb92ee81aa0d86aa00a1468fa3edec0e39245e10639d85f312ba533c86949e,0.7149248846909028,214,0.9153764328186869,0.8416881160097488,0.9115003069203064,1,5,60.3237041988382,0
CompTIA,Michael Garcia,Cloud Architecture,2023-03-06,2027-12-30,daa081e68ffe712021e61e26836a6f09f64c91689693ebb6d5fb4f90934125b5,0.9430777065610211,1031,0.9922285822757675,0.9417398680993799,0.8370730625098682,1,2,6.8129089802228515,0
Stanford University,Mary Kumar,Database Administration,2020-11-14,2023-11-17,01c6b7a615e2e2ba18c978f0e79e7cf2a6416df299ce5df3120ff1c69667cef0,0.9132113443672917,1873,0.7364837466389264,0.934438955521056,0.9447003433547924,1,8,16.669708225146078,0
Google,William Ali,Agile Methodology,2025-08-24,2028-09-29,7c5a7b223829c6e1b42e3f9166abbf755fe6ed579a40fd8e303eee30828df85f,0.8885408051124476,129,0.8258230337627747,0.9199615780090475,0.8218251930200862,1,6,67.72420110975634,0
TU Munich,William White,DevOps Engineering,2022-07-24,2022-09-27,af48e5173ca4,0.466,1256,0.5962,0.892,0.197,1,0,35.94,1
Salesforce,Jessica Johnson,Data Engineering,2021-06-02,2024-08-18,74665ae8fb06784a793b56e65d3a33f59e95a1264d0614a8f58e8756e1f42092,0.7420108126831865,1673,0.795121576940106,0.8571426487309561,0.8503347776680608,0,6,49.40740019495791,0
AWS,Patricia Davis,Network Engineering,2021-04-04,2024-05-24,e9876f3e28478212e70060be9481f05929bab36ee4cf9287c3b73068929ee28d,0.7454151553086555,1732,0.7576503577063718,0.993405638850891,0.5805442274721867,1,6,1.2220283806532932,0
PMI,Fatima Kumar,Agile Methodology,2021-12-06,2026-06-26,7b93201f65b59b6d566b3bcc77aa64e20f35994b559e992134dc93f197a83957,0.41720027052660524,1486,0.8953174245380285,0.9626147451524091,0.8831061794870003,1,6,29.85811059758724,0
Udemy,David Smith,Business Analytics,2023-01-20,2027-06-11,780193159ebefcc524a22017868543f0151b0e16af05cdbfe60614382b8e1639,0.8650796183412105,1076,0.756521251820958,1.0,0.5126578172410402,1,7,82.0934266318247,0
Cisco,Priya Martin,Cybersecurity Analyst,2024-07-19,2027-02-01,087a20363cfbf62efa8a0af601dfe09223391b47c8f593eef5ec38f3c60dd078,0.6375514873468642,530,0.7151729881591734,0.8443086618121912,0.7982627369823364,1,4,3.6938691417903216,0
TU Munich,Arun Dubois,Natural Language Processing,2025-01-11,2026-09-08,06440f0bfaaf60bc69cab3a70e52a6974bf7300fef7348a0d23cb1f01de7088f,0.8159913854945167,354,0.8495752134886019,0.9563959770944304,0.8312169684596227,1,4,124.57657323706766,0
Stanford University,Pierre Ali,Cloud Architecture,2024-10-01,2027-06-04,caf9cdd23297342371ab561beb34d25a816369779ce8deba4cd6da7c25c052f2,0.885882163591595,456,0.9755800837994,1.0,0.9156855225314836,1,6,66.6967334867991,0
Yale University,James Mueller,Data Science Professional,2020-10-18,2025-01-26,fd84be3a410da5ddfaac34f8acbed0865661ecfedd2f763b759f4016d70d3f82,0.6730035566860976,1900,0.7266446406129276,0.9349396992034044,0.8589955661923606,1,7,18.901439325926074,0
Harvard University,Fatima Jones,Natural Language Processing,2020-12-12,2025-08-18,400a2d3f5b8a9266f9f14066d58cd538c6cbb2749d09381552f735b63182ef80,0.8096928908425054,1845,0.7897636997102887,0.8796717161241064,0.8738635671173333,1,3,11.632045634057993,0
Johns Hopkins University,Sarah Martinez,Data Engineering,2021-09-24,2024-04-11,62fabaee824445ec20bb4b46f3ceb87319e1c2e483e04064e77e2a61aa21d1f9,0.9061096443740003,1559,0.9543110757913299,0.8987392188870328,0.9271020450433025,1,2,1.1045892498842302,0
IBM,Barbara Smith,Business Analytics,2024-04-12,2028-05-15,fab71ce02fa765c777eb1aa60425220e065bc782e054f9e606994959329a2fca,0.8115810277839154,628,0.899976103462738,0.9665902958062305,0.6223600656821687,1,5,11.362719452042766,0
ETH Zurich,John Wang,Database Administration,2023-08-12,2028-08-08,3478c1e450517de8ee6b2452724aafc2e9279034a1fdbbfcaa3eaf454a8bd276,0.7863950695907146,872,0.6092587179609078,0.9514308437371136,0.833376891770481,1,6,67.93036298300048,0
TU Munich,Mary Dubois,Business Analytics,2021-01-09,2023-04-08,fbdb797ac0fa59d06e1ae2fe1ddc804c100de109f399bdca8bb187c22508ef8c,0.3916409581397631,1817,0.3477398334286979,0.9408651730751809,0.9500065932843971,1,7,72.70685285864235,0
Stanford University,Jennifer Dubois,Machine Learning Fundamentals,2020-11-11,2024-08-28,7ad6550b451e6b1f874d3efde2cb607c907d7f15295face9a916af6c3a0af576,0.6336870915824231,1876,0.6610598328056131,1.0,0.9796015632883112,1,7,31.268857813002143,0
Cambridge University,Christopher Ali,Data Engineering,2022-07-20,2025-12-21,b56ff992cf94c57508afe64eab916fa657f03123c561e560309ddb6dc0c2788a,0.7219214592673713,1260,0.8260506773777518,0.9575743372812906,0.9749771196115834,1,10,51.793231251189745,0
CompTIA,Christopher Kim,Digital Marketing,2021-12-01,2023-04-14,6fe2461691ee328f8978a75649a358974fff6b12868b478e1d52f724281c85d8,0.8596834232928878,1491,0.8372908380241825,0.9281792051800539,0.8610213103839118,1,11,20.24225358800865,0
Adobe,Priya Wang,Data Science Professional,2024-03-26,2025-12-25,9d2b518a6cf7634bb1187534153a88c52ffd10475912bec7f5f97b1a7419348f,0.9481735190253427,645,0.6642873841757769,0.8963625506774537,0.7020908209090446,1,4,9.559890577047991,0
TU Munich,Wei Brown,Business Analytics,2025-02-08,2027-01-23,8e1b59fbc908da6d6f183409df7bc950827884f920dd33b2fcd4c0cf249643d5,0.9256215382615797,326,0.7563064968613,0.8588818596497874,0.9924356055214266,0,9,24.044533183021,0
ETH Zurich,Patricia Tanaka,Project Management Professional,2024-10-07,2026-04-12,0ecc0e011013b9513f85bc73b4c53333eae33d74eeaf6cbba4d92593201c68e6,0.8766311177444807,450,0.9715769549427016,0.8832848422244659,0.7953571743704202,1,11,42.21549998132119,0
CompTIA,Priya Patel,Data Science Professional,2023-08-29,2026-06-16,5d3567989fa132473ee7883f0baa8b1842d84980161eda67264be84e794fcb87,0.8057238041843502,855,0.8351264863467641,0.85443247879504,0.970222642470297,0,4,8.99869039606707,0
PMI,Wei Davis,Cybersecurity Analyst,2022-11-13,2027-08-10,e94258347a18161b61ea4b08ea1e3fa869eb830835f82dce24f9bd17fac91abf,0.404783236724019,1144,0.6979901703795537,0.969715819927423,0.8701763891464093,1,5,41.25050886038123,0
University of Toronto,Karen Dubois,Data Science Professional,2021-05-26,2023-09-13,6daafcb949801decf3f87c1092cfa3d540363e85d3b2cfc8721a5546cfda9785,0.6333533355735032,1680,0.8079172186223247,0.8887436706426236,0.9938116335841106,1,7,83.20888051322228,0
Coursera,Christopher Rossi,Blockchain Development,2023-07-18,2025-07-20,111e8ef3ca96d5ae5b00b607d0275da231d5fcd2753adb43643454981bc3b2d8,0.9089062990579133,897,0.9603115022313182,0.9471200677854471,0.9850677237689104,1,7,22.35585759060535,0
Udemy,Elizabeth Harris,Digital Marketing,2021-08-26,2026-01-03,ea602ac093c5bc3ec173d41384b6f6f8d2bb3bfc3e5dcce0f7e7d21c771ad9fc,0.8231654052595947,1588,,1.0,0.8845167488337141,1,4,62.84998128126007,0
PMI,William Miller,Mobile App Development,2020-02-08,2022-11-20,d911e3dec96ddcfb74695aaa6f5980dde77845cd223f8c9e8dcc256f61fe123d,0.8806917739855445,2153,0.9425647799591024,0.8469737007583574,0.7347513223371974,1,7,5.632129859641765,0
Adobe,Carlos Brown,Quantum Computing Basics,2024-10-25,2028-07-26,659847002794552605b41f91192cd5b96dfaab66d49ec239d14f54ffa75abb35,0.43695355109202266,432,0.8886133392787071,0.8710481015103938,0.8408816674844124,1,4,2.0316491079238754,0
Columbia University,Elizabeth Miller,Machine Learning Fundamentals,2023-07-20,2026-12-14,261f2d189b47b42da20912fc6a36be01361aac616ba696f3f8abc7070ff7a2ae,0.7265901091211543,895,0.7671815297400579,0.9782355392619956,0.6243515973053937,1,4,103.98747902244264,0
Columbia University,Jennifer Taylor,Blockchain Development,2021-10-05,2023-09-18,9bee1fc3ef9f5d47617d64b2825b4fa088714fa721813186b859cfce58d3155d,0.7217420552441868,1548,0.745808790725654,,0.9635114963219639,1,6,23.972998009654496,0
Salesforce,Ana Kumar,Quantum Computing Basics,2022-10-31,2025-03-11,ad4f3193b77090661ec9c8a55ee87523adf6104fa7d8c43196fcd20c16b724b5,0.9038406452291556,1157,0.9830469758285276,0.9117228955904566,0.9715277198635627,1,4,21.4070918529067,0
CertForge Academy,Mohammed Garcia,DevOps Engineering,2025-02-14,2027-10-23,04f12a74df7d014c8cdecb84d5069bb27f7d9497dcdf0db692569dbe3e2f94c6,0.35,320,0.2906,0.8152,0.1264,0,0,3.85,1
Adobe,James Dubois,Natural Language Processing,2025-06-01,2028-11-08,6b1991a3,0.3112,213,0.0312,0.6399,0.1983,0,0,146.07,1
University of Oxford,Susan Davis,Machine Learning Fundamentals,2025-01-17,2029-05-12,15fce1df48ccba7b8f45aa563383b26f7460a726a184221ee37191a8d94ff2c8,0.7289536834795795,348,0.7872324609746582,0.8842426831053086,0.831489973766817,1,5,42.8300136424811,0
Oracle,Yuki Garcia,Computer Vision,2025-11-09,2028-06-22,9e0f5de5ff33e25fd9a2084f3ad2acfa609a9cc70789d579f9a01bb1b348126a,0.2747,52,0.1473,0.6201,0.0751,1,0,2.44,1
ETH Zurich,Yuki Hassan,DevOps Engineering,2022-03-11,2023-12-21,6a5c347c4a683a2354b13dc0a470f18664c2b96ddf8df03561ea59476e30ce78,0.8451374887968912,1391,0.9520619842426064,0.9595989053049399,0.9493939831614765,1,8,2.5374402129578004,0
ETH Zurich,Sarah Anderson,UI/UX Design,2025-06-09,2027-03-14,eed25571ca16538cb8603c42c1c48ff8d06caea7610e92953c44f2bed8554e64,0.6710480661577722,205,0.6491491800370369,0.9696657586548767,0.9232957469247205,0,5,3.3479603914307834,0
Coursera,Yuki Taylor,Machine Learning Fundamentals,2020-05-04,2023-06-21,d4157a6431b15810fce9dd58212624b04e114911d56cb07f8a271a9c235de3aa,0.7303612087433609,2067,0.8116908317617901,0.8750758839800103,0.9759767037014749,1,3,30.763632762116238,0
NUS Singapore,Jessica Taylor,Full Stack Development,2021-05-22,2024-04-01,d77f3a51f736ee09ed87423bbdec14dadfb87b2112f3504ebc774324eef183bf,0.9591031252224643,1684,0.8839298107676334,0.8607780966098457,0.8696209389861581,1,6,9.087807126806648,0
FakeUniversity123,Mary Mueller,Business Analytics,2026-01-22,2027-07-10,597c2d70e43d07c828a8dc7dec4ba4874140db7caaea8feb885ef4a04c3d80a8,0.2437,-22,0.6453,0.5271,0.0312,0,0,56.31,1
Yale University,Mary Martinez,Data Science Professional,2024-03-17,2027-07-27,c0d723f37564816f81041c0e6adaac6d815e329afb33d0ef7c5990be064df1ca,0.879577901187656,654,0.7436299238949742,0.9161179568636165,0.8936440085886622,1,5,64.8711075555295,0
Microsoft,Robert Johnson,Computer Vision,2021-11-14,2026-04-22,c6b4079d9039997723b895b24185c2616cc2c3db3671fc6d53a60a30af0729c0,0.8176841279405903,1508,0.9490191484624212,0.9481834291392526,0.9508475744175029,1,8,34.75533312414169,0
Udemy,Patricia Dubois,Business Analytics,2022-03-16,2027-03-09,14f17f6800d11c7cf015bbfd2a09412fa89a8359199ecc7a461bac423f6bb418,0.0564,1386,0.2613,0.7748,0.2759,1,2,14.62,1
Coursera,Ana Santos,Natural Language Processing,2025-11-14,2028-05-10,77f7bc6b908558163d64b910d8e66b5f4dc2b24d3dd1f69091e94eb1fd1a90a5,0.8136844892335257,47,0.995819935213378,0.9278773061017436,0.7471832439866893,1,8,8.551543744783006,0
Adobe,Yuki Jackson,Business Analytics,2024-07-13,2028-12-09,9960b11daa8370d474135deca943020b137019b37fae86435a0c67a5ba00ac00,0.709177411014902,536,0.9368652849545128,,0.9665496741640602,1,6,39.733818709961646,0
TU Munich,Fatima Mueller,Business Analytics,2021-09-09,2024-12-13,3455dcb5b06ff3017d0aa89c68fe2e824892b2ea49041916a850bda34c908272,0.9124482844857472,1574,0.5001632670003822,0.9452041428123946,0.9614357560821548,1,5,42.793105023798645,0
Coursera,Joseph White,Blockchain Development,2022-04-05,2023-07-09,b265d29667e52edeb426d07d96e40bebd0642b35d22f663543567ede9b47022f,0.7156707181555003,1366,0.544898165678939,0.9806266371438558,0.6696771740137849,1,7,13.580720038787259,0
University of Oxford,Patricia Ali,Mobile App Development,2020-10-02,2024-03-11,f6cf3fbd3b51b38f4ac17e62f276fd412bf89c2abea58a9f83d7ef56c1bab6ef,0.9794297736512356,1916,0.94982503216619,0.8438642745104747,0.7396911640918941,1,5,17.984440727805115,0
Udemy,Barbara Mueller,Cybersecurity Analyst,2024-03-18,2026-03-21,3b2cfcbeae7d3e6886496ce6043f5c2887f446a3fede420e6bb249b25b1bb461,0.866129107893536,653,0.780596928786132,0.8726232987318885,0.9310907775079799,1,6,50.6785316380034,0
Columbia University,Linda Hassan,Computer Vision,2024-07-04,2026-07-04,26c2934ad43eda6dfc59b717eda77fe81270d9136c5e73b59ef24bad1bc4a901,0.8895313697884062,545,0.9277029355120063,1.0,0.9297787625697593,1,5,102.1990397084616,0
AWS,Karen Hassan,Mobile App Development,2025-06-27,2027-10-19,d5313f734aaab0b942cdbe000733370c936377a6fdb34f854c00a2d805dc66d3,0.6610659009905233,187,0.6484578848169066,1.0,0.8125925825638808,1,7,10.140516316824023,0
Cisco,Robert Rodriguez,IoT Development,2021-04-03,2024-12-22,d547fc077c306a1fc199fd4d966dd95a4a6eab67325dae0821d314e0969671f5,0.9600554196031664,1733,0.7151611079935807,0.8449796573542184,0.899593815759479,1,8,14.403841970951524,0
Adobe,Yuki Tanaka,Cloud Architecture,2023-05-10,2024-06-05,6a774e9cf604bfcae340ac1c3d23c88ec1459d9f193172c836d00958dfe21b4b,0.9178070214686354,966,0.8800389748742439,0.9363723908986616,0.9635368902140453,1,4,66.03442953174823,0
Columbia University,Karen Patel,Business Analytics,2020-02-20,2021-12-05,ebb646070258d24855fcf1a4b31ce3ef9d826655c41f1aac56cef4f62eadeece,0.5264188889884112,2141,0.8629095487377246,0.8930945454240241,,1,2,3.144688697559838,0
NUS Singapore,Karen Harris,Mobile App Development,2024-12-04,2027-08-31,cd058f1de9feff729c66ce811d1f0f6e96f2b9d3e77a14601488fe404299d0a2,0.838257104019876,392,0.9633238298323663,0.9555441314205005,0.9271877506185789,1,6,22.500560808157502,0
NUS Singapore,Patricia Smith,AI & Deep Learning,2023-05-23,2027-02-01,c389eef41ef9fb0c4785584a84fa3799e19298d624832ca4eec4fe08e89ba903,0.8495532050524403,953,0.7865369425591734,0.9026823488170083,0.7666661243619922,1,5,13.842281154401716,0
Harvard University,Richard Mueller,Blockchain Development,2022-12-30,2024-10-20,373188664713dabcef6a8e34ece56c8e935a3ba7b472514086a020ea6b24609b,0.8053334708035271,1097,0.7281671626541968,0.9886961645331028,0.8302464582044313,1,2,28.413672831324178,0
Microsoft,David Jones,Full Stack Development,2021-12-23,2025-12-22,9899a2bf77b954f14536dc96b375599edb758fca7247b28bc7265c9946e9a85d,0.9759325621983347,1469,,0.9037662248380083,0.7141220169295475,1,4,8.419281018055445,0
Cambridge University,Priya Ali,Robotics Engineering,2022-07-15,2027-01-23,d167116663f6a78253071d186eae453158a4cbc46faf65f1845e828232e23085,0.7690799197015109,1265,0.9693258597317191,0.8421710714763994,0.9703521713401692,1,4,24.919750232152936,0
Stanford University,Patricia Davis,Big Data Analytics,2020-09-26,2022-05-06,98ccd1e5552b715260d21ee69765a871a4c64e8f94d14aade09903434cc76e59,0.8359654279677715,1922,0.768284891073548,1.0,0.6302566067563574,0,6,15.750098350996184,0
Coursera,Barbara Patel,Robotics Engineering,2024-09-01,2026-05-07,d7586a94a9c40eca61cbf93e186c351f0f37f275314923c0c49b0a4f155c128f,0.9608023157209681,486,0.9576769139777377,0.8813509883674888,0.8626261715975517,1,11,50.47235080383225,0
Udemy,Ana Mueller,Data Science Professional,2021-07-12,2024-11-28,0350a71484e08ea2c91b7c647564494f4810785182f8ba77636e2db8c4608780,0.8006265812127054,1633,0.9680914905320106,0.9275190388291337,0.4967379906464263,1,7,113.15668398740885,0
University of Oxford,Robert Martin,DevOps Engineering,2023-03-05,2025-07-26,5550da2481e1970da96e23b5c9aef1430f1f04e3595fca6726afb4a3fcc0ab46,0.8923202491516347,1032,0.8106135606118766,0.8167364098041651,0.8071679132883823,1,6,34.132184273143146,0
Cambridge University,Mohammed Ali,DevOps Engineering,2025-03-07,2028-08-30,8578cfe2a564441a6c1f673292ea22f3d8aa514511ca1d46f472c378f609be62,0.9495531232585478,299,0.9886421656560662,0.9571919689626953,0.7408170464230117,1,6,34.915996250368984,0
Cambridge University,Patricia Santos,Mobile App Development,2020-01-08,2023-01-22,acd9ed96df861fbe652813a2f722c014b2fa9d8a847c1ea6f33579c4acaa7edf,0.832892203157668,2184,0.9721064583476703,0.8700149545615958,0.6516897400599571,1,6,10.417936085419255,0
University of Toronto,Mohammed Taylor,IoT Development,2022-02-17,2025-05-04,c281940ce83cc54591ea8c464bb2e633882df10ae85856fe924e49461d02a12a,0.9342608442394615,1413,0.650475320304416,0.9451707464612107,0.9530270555129614,1,9,20.890114837693673,0
TU Munich,Priya Martin,Business Analytics,2022-07-20,2025-10-06,57c8a8d8946f919b3f8b50993103d5f98aa718a033e3f2094361b3fb411ecd4c,0.6918793929463845,1260,0.7108025901119754,1.0,0.8721504777655501,1,7,85.51870023492364,0
Stanford University,Jennifer Taylor,Robotics Engineering,2021-01-02,2024-08-02,4daaca89a222167243ab1f7004dea9a361f5de058ac8a9af71d33301cd0f2397,0.9315483142613851,1824,0.9207773356972297,0.8989731280721829,0.5892766571569005,1,8,0.46996336981722714,0
University of Toronto,Jennifer White,Big Data Analytics,2022-06-25,2025-09-28,a8c899d99404c98a104339a3104d7ff7a99df5ac1520078e1770180924e436e9,0.9692498487743951,1285,0.8479113079667687,0.9554220745431969,0.7907347254706322,1,8,29.353844436486654,0
PMI,Carlos Ali,Natural Language Processing,2021-07-22,2024-04-05,f7555084af8d9ae58ac245e12711fed71af856c5ed50192101a77ba4917fe005,0.8356822292158924,1623,,0.9290506831563781,0.9362831408437317,1,4,28.597814635040496,0
CompTIA,Michael Kim,Digital Marketing,2022-09-26,2026-05-06,7f9ab56da577cc9df84619e04c5a05b1eec9d3cb91c189afdb9becba475f771e,0.7747178178678822,1192,0.9431978721845621,0.9776171446643841,0.8578386239700024,1,8,6.959467671205255,0
QuickCert Ltd,James Dubois,Mobile App Development,2020-05-18,2024-11-16,de8889df95a23cf7e66e929a3db1caddbd3edb8d258663b202fb9dd2f4be7345,0.019,2053,0.2726,0.4372,0.1615,0,2,70.4,1
MIT,Barbara Rossi,DevOps Engineering,2025-09-02,2028-08-05,495e159f5abb4d1cbdc8e3c8ab3b3081e1cdfbeb0f92b164d0b012a78e3f8635,0.8478063446126798,120,0.876763301841554,0.9182621592786365,0.9112969458920036,1,7,149.73090726211686,0
DiplomaMill Online,John Miller,Database Administration,2025-12-05,2029-11-26,cbd541cd2504e2c3bfq67906dd3a06537a27aa64a2537185561f1059fc19c822,0.0558,26,0.2322,0.5328,0.1193,0,0,97.69,1
NUS Singapore,Christopher Chen,Full Stack Development,2020-05-16,2023-11-09,6b3ebd518b08e0312c56ce293079c147bad512c2d98e1e19fc1e4669794880e1,0.7518764679756982,2055,0.9632790679631474,0.9057048526097918,0.9014129517486873,0,4,32.04331120536944,0
University of Oxford,Robert White,Digital Marketing,2025-09-21,2027-06-23,a09e281c000d6a5f64415fef7f6e3bdbf11fc370cc04dbc0f5f78271071cca7c,0.691203074820001,101,0.6623529406617985,0.7811331869734687,0.9578126058673344,1,2,57.22789621247195,0
Yale University,Mohammed Thompson,Full Stack Development,2020-10-14,2023-09-16,e413bd285edb2f6163f5163737a6c47341dca4f598c73e5c005b8523435a3e5f,0.9240796427590485,1904,0.8697294246207699,0.8720011200256784,0.8254871743525098,1,6,29.717842823637334,0
MIT,Yuki Taylor,Project Management Professional,2025-10-21,2027-12-22,d164c2b9aadf09eedab7bb31e582efc939291ed4c093530d1432a5bb45b992b2,0.863647634215957,71,,0.910419726846375,0.8221431552045909,1,9,30.92654595497368,0
Google,Pierre Taylor,IoT Development,2024-10-05,2028-04-25,22067359ec79fac3e30bc4ab1e1339046f1249744585bfac54e3e52ba4c05916,0.9194575080446097,452,0.7035638561029233,0.8734839491875588,0.9322549186126327,1,6,55.8687539654802,0
Cisco,Jennifer Santos,UI/UX Design,2021-03-02,2023-04-08,7ef255d7811ae271984214c7368d54cdf881c9ec909a5f1bd76b7c5b5b683328,0.9563265917681414,1765,0.8397267912188746,0.8872926563875898,0.8616787165507772,1,3,28.364859989105014,0
University of Oxford,Michael Mueller,Full Stack Development,2025-06-10,2030-03-26,2f4d910b71c65c98dd0361c8f2dcd64b4f04bf46b523e79c41c1d24f800733f2,0.897668339978018,204,0.9329934201604252,0.9115910503820508,0.8532677278602052,1,5,29.802547599292105,0
PMI,Elizabeth Taylor,Machine Learning Fundamentals,2020-11-16,2025-06-30,b76dbf32d77e48fcde59d8b82cb8dfad61b970028f37ddfd9fd8623eb882a72e,0.8167060306403596,1871,0.7003158674002062,0.7679942168955531,0.9097890477167963,1,9,6.859211942958485,0
Salesforce,Yuki Jones,Robotics Engineering,2020-12-12,2022-06-12,b31c93f20541677c1fc0d2c32dfa1e185d768fcfbbe59fdb048cc10998bc1060,0.8428537658527796,1845,0.7373679233919835,0.9130594071586006,0.960297923938489,1,7,15.893032227889638,0
University of Toronto,Michael Johnson,Software Testing,2020-04-27,2022-04-12,a100e626a91a5769b01757cf1054f8d68a762e5f938fb56f3124133973a2c67c,0.812174307254621,2074,0.8104218812107866,0.8380548988026427,0.5153898062552911,1,10,7.079944443495812,0
AWS,William Williams,AI & Deep Learning,2022-07-13,2025-02-28,a3e144f3a5793f6df83b7544846501335f3cf80568150dece7ddbdd65c750dec,0.7353572737586336,1267,0.8790221862047932,0.8772134205678563,0.7430832599274986,1,7,36.037632573587004,0
Harvard University,Mary Davis,Natural Language Processing,2020-08-09,2025-02-04,e0f995bd4dadca855970f68f3fc95c19614b78e18ffed7db820ac4de01c339a9,0.9348896516899515,1970,0.9523206941346839,0.9867451140843526,0.7423469372673615,1,6,9.58733166707683,0
Adobe,Richard Wang,UI/UX Design,2024-11-10,2028-12-29,a8ebd0f68178f2f20205515a119d4280b588b47febf9acce7c802d503711a520,0.7445528705751563,416,0.9812134190420239,0.8564059815650097,0.7677402050076542,1,6,44.30019184788719,0
University of Toronto,Joseph Mueller,Machine Learning Fundamentals,2025-02-24,2027-12-19,2bf0711ef0574c565a337d9bd16a1bc7e71a461e52ef54aba2c4b18f83053b07,0.7025629072972003,310,0.821643447625963,0.9083769973454126,0.8932646814588813,1,5,15.595343620774582,0
Cambridge University,Linda Davis,Big Data Analytics,2025-08-07,2028-09-17,219a048eda405259a6cb90807924128d8d49728280bc4d21e1a5dbbf20e10e2d,0.7954384091357466,146,0.9894574375926152,0.9209167500984016,0.9372008957853357,1,8,13.831666855186885,0
NUS Singapore,Wei Johnson,Network Engineering,2024-06-04,2028-01-02,4c5517d51dbf7218b508616589c9cee805bbf1ca32a6e4ba0eb8b21195076614,0.7166764691654405,575,0.8867263819057682,0.9007892136762377,0.959499751132715,1,8,64.9974783941561,0
Stanford University,Carlos Williams,DevOps Engineering,2025-09-10,2026-09-19,2477b8e967e26263bfd47b797fd60e1e8c66caea0e653056e30d8a1be29fcd4c,0.6960491264061635,112,0.7041709383674785,0.9162868518118166,0.8504751073348962,1,6,13.113351190152795,0
Yale University,Mohammed Wang,Data Science Professional,2021-04-17,2023-10-04,f1b24ebc7d8b371db30cba8407ea6009dd16a1d4ea52460ce3d8a6158ed8e55d,0.9254967755694324,1719,0.99056412014514,0.9028734156833331,0.8634953191727359,1,8,4.650884708681135,0
Cisco,Jennifer Smith,Digital Marketing,2020-07-12,2025-06-22,772934a92dabf6e46f6b49de0d528a931378805d149e12c7e9f488f744f97a8c,0.5632228701666431,1998,0.7324388013491775,1.0,0.8098417682170588,1,4,118.71059417003816,0
Coursera,Yuki Garcia,IoT Development,2022-11-19,2024-07-28,d25722ce43f21e70da0bc87ba3f674cee88cc8e500ab828bae7c7111991ed410,0.6724794651847927,1138,0.77037659463541,0.9212504169534851,0.8199266687074824,1,5,5.0318816895723835,0
Salesforce,William Tanaka,Cybersecurity Analyst,2020-04-25,2024-04-27,e43a785d0c49191067947beabe8be3e5dbbbab7061840a733194f25c650dc607,0.7901313453464994,2076,0.790944743724288,0.9866245837200084,0.9488770738230317,1,9,33.38769681927944,0
Salesforce,Jessica Thomas,Robotics Engineering,2024-05-17,2027-04-28,eda2adf6843fabb23d2b816e0b3048e517f667f2a5689cdc654aa1eb5f137694,0.9755261399902982,593,0.8699333167316424,0.92636228441288,0.8682258691522442,1,8,25.27389581524863,0
Udemy,William Santos,Big Data Analytics,2025-05-08,2027-10-11,84404a433dd6a6ca951475781eaa08443a39c046140d9706f88e7b009d2c059c,0.7367869019752162,237,0.9700093196928438,0.8836902416280118,0.7502067694387147,1,8,45.407653220195634,0
ETH Zurich,Arun Taylor,Full Stack Development,2020-02-26,2024-09-04,693e0071bee1869007ff69690acdbb387fcc68cb784ff2bbf09be8bb94dd1a28,0.6294461986238596,2135,0.7565635468712649,0.8747930583707552,0.9690556219020846,1,7,117.76531298490767,0
NUS Singapore,Jessica Rodriguez,DevOps Engineering,2022-01-05,2024-11-13,eb22206599a89ac673252478f24c6cd3227d5fecf83a5d172adc32b397d6826e,0.7637338706812464,1456,0.9045242481836905,0.8944551117136176,0.862560314235411,1,4,9.462290553621287,0
MIT,Patricia Miller,Natural Language Processing,2020-10-24,2024-01-22,d9d9c49993518dc6044f48c60fdb1dc8b467604e368b904a2461c419bc2af6ec,0.6310264217355895,1894,0.939043516287671,0.8959152133234848,0.8718653771440796,1,8,12.544389892722116,0
Cambridge University,Karen Thompson,Robotics Engineering,2021-10-02,2025-11-28,71b2949c727210c349c7f1ae222d7d7b8bacdfe07d940e384b9816d9eb99d191,0.9136675441540506,1551,0.5606030443500609,0.9813703569557661,0.8595457421893525,1,4,5.829772288047983,0
CompTIA,Barbara Thompson,Digital Marketing,2022-10-13,2026-03-12,4ee22dced2ef610acd6e78cddc23e0084d3f4e6c1b78121f4ef89571d69cab95,0.2891,1175,0.0729,0.9337,0.124,1,3,366.64,1
Salesforce,Joseph Taylor,Natural Language Processing,2021-04-08,2023-01-20,67458486bd0b23fc53b96c075ac976801eba8fad5d2f688b18d56a89c6922a07,0.8621230654766829,1728,0.5345328604213344,0.9678470864499741,0.7785984383194243,1,6,26.790544503584492,0
ETH Zurich,John Wang,Big Data Analytics,2024-01-17,2028-11-19,7a573b1e8a112f261056fc3e0c4d9eebcee653eb9d417897b9b5cb71a13e609a,0.8310150029366646,714,0.9674881291090859,0.9330945709769749,0.7921335625916522,1,5,35.73500245748251,0
edX,Christopher Chen,Mobile App Development,2025-03-16,2029-11-15,0396772b4d5681151e8b3c83660c3502d231b783347c955634a4b009c65d1fbc,0.7568545029746053,290,0.9208736161397084,0.8686304408794039,0.9685020626915619,1,8,7.9887131817198185,0
FakeUniversity123,Michael Tanaka,Network Engineering,2022-11-11,2023-08-12,52c60550f594deaa00e7b8e764d578e6974f59004074da45579bea095c7bffa6,0.2556,1146,0.1255,,0.3912,0,0,148.82,1
Cambridge University,Christopher Brown,UI/UX Design,2023-06-11,2024-10-10,b8650edc57cabcf38fdb4e3f398ec9c6751a06137e0a7fadebaa894f76943cb7,0.6748682514369473,934,0.9122853182681141,0.9445721513685553,0.8406554014921833,1,2,41.6586332281569,0
Microsoft,Ana Anderson,Full Stack Development,2021-04-04,2023-07-07,0e33306dcfdb0902c066995fc9c670ef7a05e4f9b6cd399881a19454fcf61f18,0.6933466865200725,1732,0.758475013652829,0.9623673366291557,0.9705125932056633,1,3,30.29222806145916,0
Harvard University,William Taylor,Database Administration,2022-07-09,2025-05-27,8102a68e088533865b0d8472f0cc7be4339d97c733a0e345859c063f6f886afa,0.8928513998036968,1271,0.7211878187533434,0.8562883940461603,0.7178432217171034,0,3,21.907142589110737,0
Adobe,Robert Chen,Blockchain Development,2025-12-05,2029-01-31,58c96406d117aa6c83f29115ed3c8cea77acaf5c5faa82473a44ba57e1d3dfa0,0.7616571065072164,26,0.7132240297256661,0.9355793134773993,0.9788919224242763,1,5,2.805959909114704,0
QuickCert Ltd,Sarah Chen,IoT Development,2022-01-09,2022-06-01,a2b87513fa5b3558c7b9efd111c301bdcd635b1fb05efe4309e047af83805371,0.2372,1452,0.1619,0.4528,0.0358,0,1,42.25,1
Yale University,Patricia Martin,Database Administration,2024-11-15,2028-06-04,aec5846d00bc679a78add9fed861a4a240a015b991a3ae77f09adfb2ab660b3d,0.674490769556084,411,0.8990696627097223,0.9017161013759027,0.9355563930471402,1,4,3.340335485417382,0
ETH Zurich,Ana Rodriguez,Software Testing,2021-07-26,2025-09-18,2dce9d69fc51a6184f3772bcc430c12b4fc0f9fd1f40079fe5f14a63cffbb180,0.8533683505638675,1619,0.9236184548752169,0.8257925284470158,0.9615705118098675,1,4,22.934634325134386,0
NUS Singapore,Karen Rossi,IoT Development,2020-05-29,2024-03-22,8d403f9554371e7e47af53c0854cb16908a93ee18b6736e1d4a9ff84adb462a9,0.6850185862221828,2042,0.8637607549733236,0.9601122331074688,0.789641855136122,1,6,57.024910130292156,0
NUS Singapore,Barbara Kumar,Machine Learning Fundamentals,2020-06-03,2023-08-26,30f3a7ce0eb4d48b54d6938fa11688b6404f3970c9d6a41676cbb0ce12442be1,0.9233975711252252,2037,0.5070001285854084,0.9685195437981946,0.897926705834614,1,10,5.033470628878694,0
edX,Sarah White,Cloud Architecture,2025-07-23,2027-09-03,e70042837a2248ee8eba4ac8088dfa1a480e4b9ff316d07e2ccd3d984c2b326c,0.7250935090283641,161,0.9683212324318854,0.9597459280164058,0.8841991902215024,1,8,42.58777789797054,0
CompTIA,Christopher Brown,Big Data Analytics,2024-04-17,2026-12-28,42059cb489f1a153279a6920d0b76c6e582744631ea2a35ea82940a4a97e465d,0.953952478460421,623,0.9072642194965302,0.9473903652635117,0.6467550097054285,1,9,13.960530534891474,0
AWS,Carlos Tanaka,Data Science Professional,2021-06-26,2026-05-12,66ffd4b6b464585cc083d9d901b5ba51eb55bdff17b661d81ab96345118d4208,0.5078463709650552,1649,0.710662037027538,0.8866397436583127,0.8183997634438055,1,11,14.360075917096943,0
Adobe,Joseph Kumar,Cybersecurity Analyst,2020-03-02,2024-07-27,c296037188cf315965736c6271a395ae9e10755df044a251c4ace91f92313c3a,0.6556591307541345,2130,0.8794779427680796,0.8714372142111357,0.9012848536849821,1,6,44.517370909231495,0
TU Munich,Christopher Davis,Software Testing,2021-05-08,2024-05-23,9502529d825f7d377f88a28795ae745b5016699df0983177142520368117f4ee,0.8533731262187575,1698,0.7141112673235132,0.918837326234074,0.8038468768623506,1,7,2.4530319844103015,0
Cambridge University,John Thomas,Data Engineering,2022-12-04,2025-03-17,754db7cbb2a5afe6af4dd79c07c4167a6dfb4dc6546a8fc496727c13c745563a,0.8261000268356246,1123,0.9081072696480345,0.8814681046813151,0.9418840827016629,1,4,86.0107724769608,0
Columbia University,Robert White,Business Analytics,2020-08-14,2024-05-20,ca4097f64c86aa445f1300b25c844b8f43f52c5a44b1df3a71c999626ddfd425,0.8921954924887182,1965,0.771199226541635,0.9187540959714553,0.8366271457954945,1,7,112.51971464560093,0
Cisco,Joseph Harris,Project Management Professional,2024-12-10,2029-10-29,990e7b9324b82d7556b5c74f1a18ef3905f8d8d35bca0e3dc35d4c7ad5909ba2,0.7290388332140801,386,0.7579935105515189,0.8918213863268323,0.7849045246199831,1,12,16.65796407727766,0
Google,Michael Dubois,Big Data Analytics,2025-10-12,2030-02-26,7dba651b90dbf57931de124f27ec67e3209eae545d4325237d3df8bd482a1de3,0.6715840175281124,80,0.7837925083655211,0.9005201303037659,0.9712531393218379,0,6,68.11344276563395,0
PMI,Joseph Kumar,Blockchain Development,2024-04-24,2027-11-03,d958a0fb954d60c2d18da98a350814a4380a6fbf2a650b0f4f1323ccce6b5096,0.555197390216631,616,0.8668135696533396,0.8999216518207204,0.9786211553454446,1,7,1.5995766395875626,0
PMI,Barbara Garcia,Cybersecurity Analyst,2020-01-01,2022-02-23,7f54ee88886105c8c51f3153ca6b02f1e770bfecc401ede89577c391a9676c23,0.714102668940244,2191,0.7758340120274749,0.9152415006212087,,1,5,18.363753231269907,0
University of Toronto,Karen Rodriguez,Network Engineering,2023-09-29,2027-09-12,e075d07e0e103969e941b25d3fdc4e3b29501877391789aea3a502410e4fe48a,0.8029418997086019,824,0.7923705651272887,0.9330880999836224,0.8942429428851361,0,4,7.7355777143784765,0
Salesforce,Robert Anderson,Digital Marketing,2022-07-13,2024-03-31,8e63079609ced7a7f063bb71fc5f2aecfe62f55e5ed103009d8ca90cfb97d9bb,0.63140410698714,1267,0.9764848126552355,0.8715004280654723,0.9310088513699426,1,5,22.914952302685126,0
Oracle,Mary Garcia,Big Data Analytics,2021-06-04,2022-08-23,edd3dc35f7c0bc2ba3bf49ec2fda2cb7d68a9e92aca801c12e4ac3f0369d22f4,0.8043545607646039,1671,0.8587534466966587,0.9282344696841617,0.9054151101957892,1,5,75.23416985439573,0
CertForge Academy,John Thomas,Cloud Architecture,2021-09-08,2023-09-06,5fcf29d7b32aad0a60e694c86f056adb34676dedab42075cf37f0311ef7c9ebf,0.1492,1575,0.5001,0.6877,0.5,0,0,221.79,1
Johns Hopkins University,Jennifer Wang,Agile Methodology,2022-02-11,2024-03-18,91b020d6e61002951c0fe658b3503b303370792222918e098814c69924a9603a,0.87888055817947,1419,0.9523694081307391,0.8954040117466722,0.7556596214849052,1,3,18.611806322290192,0
NUS Singapore,Carlos Martinez,Mobile App Development,2022-10-23,2025-12-28,70db5addfc52fe89c9ca5030aba837bb62b4fdc8cb78a6a9ebd4239d39c12c56,0.927156979598404,1165,0.9270551393552243,0.8866757885854807,0.7212486075306517,1,4,0.03574738462833546,0
Google,Sarah White,AI & Deep Learning,2021-08-14,2025-04-19,2e3b572c24e3960f3a941acb69a32ccf5d850bca03b5368f7718965d4a928e5d,0.7209327938258537,1600,0.7218541740812181,0.9333279810728986,0.746759489542863,1,7,42.743777841003045,0
Cisco,Fatima Jones,Computer Vision,2024-02-26,2027-08-31,5da634dbf14ea1d6d978b92566cba591ab91d91557db3859b311883e0a786687,0.7612041919346244,674,0.8822631488955287,0.902929410679431,0.8719037583806559,1,5,85.84486360855351,0
Microsoft,Richard Garcia,Mobile App Development,2025-01-03,2029-12-12,959cc928212674f96d3a2683a27555d36aae644d17e76a09d8ab38e2d57ef98a,0.8189057436261925,362,0.9854282534197135,0.950137926712228,0.8309642478787943,1,12,57.17546586346747,0
Udemy,Susan Ali,Mobile App Development,2023-01-21,2024-03-31,e5870ec058563fbf96d932cb66fce54a1b4b57077dfa35cfdb2e577a221f53fe,0.720253249998105,1075,0.778865063961686,0.9536998383687287,0.4054743435332524,1,6,29.213524388782304,0
PMI,Priya Wang,Software Testing,2023-05-17,2025-12-25,380e1b047d1704a5c44fb4ee9267e2356c39b82a9a5d7a3dfdde7ae9febe8033,0.6781706176839927,959,0.7761402170862871,0.8183054547427765,0.8111634047558434,0,4,20.995581465438885,0
PMI,Elizabeth Wang,Natural Language Processing,2020-04-07,2024-01-30,3b0ec11270b74e576a4c9059d8d858d47d022e95867fea5984c3f4ea55d7cc2d,0.7351971956170668,2094,0.7918851802401887,0.985702381174205,0.9247020825896483,1,11,36.33003189017339,0
InstaDegree Corp,Jennifer Hassan,Computer Vision,2025-09-22,2027-09-02,8fa388de7599965289277,0.35,100,0.3989,0.5217,0.35,0,0,102.61,1
AWS,Richard Mueller,Mobile App Development,2024-02-08,2028-06-15,bae31d692488117b7e34c1b8f450d052a82af33a1f6d9f733d1e8ee8acdda81e,0.9118752470100459,692,0.8090139734916948,0.9452634714823751,,1,6,5.438564029106534,0
NUS Singapore,Ana Taylor,Big Data Analytics,2023-09-13,2026-07-05,727390cc078c8c3cd5b57dce2f36424df5f53182af31834bfafd253986645ec9,0.8901607080070981,840,0.7721602722965002,0.9014565291857145,0.8522265773769357,1,7,6.132338315697523,0
Harvard University,Wei Harris,Data Science Professional,2022-05-23,2025-09-06,2e0f514d03fcc83bc7089706e29703f526363c3689d1cf1ab3ea6d8611b60db4,0.915514854133339,1318,0.960906759717733,0.8989952077329492,0.7630991871802617,1,4,111.63951610577317,0
NUS Singapore,Susan Jackson,Network Engineering,2025-02-15,2029-01-10,7653ed5bfcd987da32a674e39978168d9dd042310f42e5b13bdc3625507edf1c,0.716013396746252,319,0.6869069089030065,0.8666406295138559,0.9574755061155195,1,8,3.816608483839206,0
Salesforce,Mohammed Thomas,Network Engineering,2021-06-27,2023-08-06,13fa8906ad427c5e5b8ebf602dbd4757537cf66f401fe7b8e118c32545e79373,0.9327135231174809,1648,0.6785327355758681,0.847546047383753,0.9149159303726433,1,6,26.037826779589373,0
Yale University,Arun Davis,Software Testing,2021-03-21,2022-06-22,2de5b89160e0bc42b49b376c254b50f90129ef387f3cd5e0c44159ef46ba2642,0.9257376706117596,1746,0.5688616032329771,0.9487935600583721,0.9584809075131443,1,5,50.508767574488374,0
Columbia University,Sarah Miller,DevOps Engineering,2020-07-04,2024-09-14,5181e3342f261a2e36dc7741b9c667ecb1d88a732c90fc5591e385ba2f6caf29,0.7527892391899111,2006,0.6585276301055472,0.9585732522867957,0.628600695356946,1,4,46.58434465809698,0
Udemy,Christopher Jones,Agile Methodology,2024-11-24,2028-05-18,828193e178f5c054d1fddcbb89a65004fc53eb8201b5854919c3faa532580980,0.6822569725283835,402,0.8131722714177655,0.9362397158986856,0.8325978200693489,1,5,11.425909380685844,0
Harvard University,Priya Santos,Data Science Professional,2022-09-17,2027-05-17,cf0e54832bd27e1c545d3ecd7785b3d33751b5352d2de2d7a953e387f5001f61,0.756767030596309,1201,0.8770742177662123,0.864641747611572,0.9768811798622985,1,2,19.84332876751924,0
Adobe,Wei Miller,Mobile App Development,2024-04-26,2025-04-28,85188980153174954e1429860f37c001e54d999b2d73f0c7dddc999b673e316d,0.5156158216269533,614,0.8789045809074836,0.9565926152799633,0.7522546060413569,1,5,2.000049422333894,0
Johns Hopkins University,Robert Rossi,Quantum Computing Basics,2021-05-29,2024-08-28,d185a64d6acace22f1734b1aa0987484c2f06083d64fde45e9cde8e98d157028,0.9493904021667191,1677,0.8480189114428347,0.90958357287351,0.7908768329818108,1,5,1.963462079225063,0
IIT Delhi,William Dubois,Big Data Analytics,2023-11-12,2026-02-04,4f3e8d2fcd95b94a7b79003d53555db01c838b72991175b9817e390e67b4ad51,0.8041108227570085,780,0.8353813303710447,0.8993282291667832,0.9840493060183808,1,7,23.47506799284677,0
Google,Arun Dubois,Mobile App Development,2020-08-01,2023-03-29,690ec0a2e4738c791622e610d430548c5944aa2bbefef0c7089f76aff102ae9a,0.9007904799390928,1978,0.9030698704635014,0.9095140961588585,0.8571566605574565,1,4,190.7712676786538,0
Harvard University,Ana Williams,Mobile App Development,2020-10-23,2025-07-20,820dbf33634f8cdc221983b6e1c36ecf9433ecb4f1589790cf9a84e4bd640645,0.7210833517120074,1895,0.9810942314534234,0.81233381038628,0.8374523379638524,0,7,39.85478239487492,0
AWS,Jessica Hassan,Machine Learning Fundamentals,2021-08-17,2026-08-04,53f08b9b8495daa5e1e2ee655a445972acb9f18914978a595ef09c203501d4b0,0.6618716772410759,1597,0.9462991480457504,0.9036106155187893,0.8938044903796747,1,4,35.45235201525274,0
University of Oxford,Michael Thompson,Mobile App Development,2020-05-19,2024-10-17,93ae6d56e7672f363edd3d082010cfcf2f55b8fd232f17dea28f5c0aeb0361e7,0.6508837748897907,2052,0.8782494730190358,0.9494384025912436,,1,5,79.19963541088197,0
University of Oxford,Arun Tanaka,AI & Deep Learning,2020-02-07,2021-04-18,464f50c77f1a3e27bce844ec5e8c4c4c970ca8bcc3836ed15cd0dff984d0efb3,0.817258518951131,2154,0.8429881765515211,0.949233671259733,0.862287515332096,1,5,28.378487081560994,0
Harvard University,Linda Garcia,Data Engineering,2025-07-28,2029-06-04,004ff570394bcba1e8792757fe9ab2eaf01f3f6f814ea2ab4640479d6b6358dd,0.9576886032661986,156,0.9128403389450754,1.0,0.8604905510908407,1,3,26.679100481325804,0
TU Munich,Sarah Wang,DevOps Engineering,2022-04-23,2025-02-09,7e51525632f6074ad3fc3a802b8e9d88da9a4284312b270092675f5ac2b9e58f,0.8416041455867985,1348,0.9089381039967647,0.9284461140069378,0.7092982807165568,1,6,16.006110793734102,0
Salesforce,Ana Martin,Database Administration,2023-01-04,2024-03-17,ac1c62cd5986c9694c845a2f5f8f03a7c2bab0f970b3b59b6fae5951084d3990,0.831875181925937,1092,0.7958319895408019,0.930034766781746,0.8430584800765025,1,2,28.89556962663832,0
Microsoft,Priya Rodriguez,Computer Vision,2025-09-08,2028-08-28,872b28032bd00a7867ec77a80bb11d3847d00eb50f128b8b768d1820031e4fb5,0.9572465624455068,114,0.8190439294226984,0.9908930171306547,0.9302898970470602,1,6,47.940731203484205,0
TU Munich,Sarah Davis,Cybersecurity Analyst,2022-02-22,2024-05-11,92e85ff27648abe66a30888272b58b1ebeac1da67a3d1d7343367a3656ceff01,0.9348345020348602,1408,0.6293730731485057,0.8294290528562593,0.9901266504124183,1,6,12.527816078840168,0
Google,Patricia Smith,Cloud Architecture,2023-06-21,2025-10-16,b4d6f5cb02a4cb69dbad72bbaeebf0c44d1c2153365380c23ba20cfa7f6f3da1,0.9069827378317272,924,0.9467158106963804,,0.9724083239955998,1,6,33.25580378944989,0
Harvard University,Barbara Thompson,AI & Deep Learning,2021-02-16,2023-02-22,946860fa1e20ebc0c1e42d45b9eb943f326a9f2706d24424665c2c06df77cb00,0.1668,1779,0.0715,0.5308,0.0369,1,1,121.96,1
ETH Zurich,Christopher Ali,Data Engineering,2020-10-14,2023-12-13,b3551b99332a857f98f792e187a2060d00122d3f0d3afe4a117435fc08c32f03,0.8861769440535152,1904,0.7412182757150206,0.913024890626683,0.8040566836952209,1,7,25.9827432811035,0
Microsoft,Robert Tanaka,Digital Marketing,2022-10-30,2025-09-23,cf8d59f0ec30f5f02bb2b7fb6159671501c1f1db1c212e12b8b9da20ab8f06bf,0.9347368930804157,1158,0.9199047663458298,0.9533242714415846,0.8395978505145664,1,7,5.004034344106181,0
Adobe,Sophie Harris,Computer Vision,2024-01-05,2028-06-24,eb5186582d480605f4f78bd61bdbb9da3862e5e6941790cd8ba73befbee62acc,0.8313148426724908,726,0.8718694763589449,0.8532695705580045,0.9474146367513371,1,5,33.24264410058151,0
Cisco,Carlos Jackson,AI & Deep Learning,2025-01-26,2028-09-05,3815e8ebc91d65f37368c90cf1ebe1c5c08ef969557de2e65c22a6163f9c73e0,0.827529525662171,339,0.7277263531348073,0.9729900016406825,0.9078527359335928,1,8,4.422026651597129,0
Udemy,Michael Garcia,Business Analytics,2024-02-22,2028-07-19,7b6f9c9a74416b699a25691f6fcd262566f95a8febb55efae09ab30b5bcf9182,0.6540316823318665,678,0.916159478962584,0.933737173651195,0.8866758079105338,1,7,30.881570910811817,0
CompTIA,Priya Jones,DevOps Engineering,2024-02-02,2025-08-01,40789bccdd8778abbdb86a1a6a4a833e6fd2bc8a32cb76bd6a061c94f75959ad,0.9063900570408429,698,0.9148318930794166,0.8869777538277623,0.9358940976798753,1,9,67.27548560376688,0
TU Munich,Joseph White,Full Stack Development,2022-07-22,2025-01-31,6386767e4dfd77b3781e6807a5d4f16653163e2c730faf79b750ecd340644fbd,0.7345225412651263,1258,0.8177748344523854,0.9879639382249072,0.9727374368765563,0,3,8.060974304127383,0
edX,Jessica Martinez,AI & Deep Learning,2025-02-19,2027-09-05,ac4f5b577ffb7c103b51e62636a7b97b40ffb0e0abf40612f3f7c384ec5b77d4,0.9035126613631548,315,0.9650799178235243,1.0,0.810523888073009,1,9,45.92055392832403,0
Harvard University,Susan White,Natural Language Processing,2022-11-24,2026-09-01,6db56b9f16c4146991ea307c293198a60451d29e8370f361543f3ba98b32e506,0.9143569012077605,1133,0.8250801479438715,0.9404920543345554,0.6095576786054623,1,5,5.648291559371642,0
Microsoft,Elizabeth Johnson,Business Analytics,2023-04-01,2026-06-28,2e5bdd44727a2d083d7d640bc1dee6217aba7ad4fbb1aa1c1cb35473b54c6f45,0.812903360498962,1005,0.8720514403174378,1.0,0.8777812621116546,1,4,17.07992463980417,0
Harvard University,Yuki White,Big Data Analytics,2023-12-22,2028-06-08,ab3aa1d45d52956fcb82805af26e90a59270131c6881fce23d7da209f9d6832b,0.8321349588358098,740,0.8543461394531522,0.9178165596319448,0.9194253707698511,1,3,5.397806222804147,0
Columbia University,Karen Anderson,Data Engineering,2022-06-19,2024-05-05,8c4ca1ade6a37964d4fd91499812c4654a7ba1a30d14a87b9a3f191440f80d83,0.8773768176681087,1291,0.8588077056453418,0.8032676293343978,0.9793599650438644,1,3,92.55717538494171,0
PMI,Christopher Thomas,Natural Language Processing,2021-03-18,2023-02-14,32867430f1e15ae2888d0a0e820731aab2d9ce7c1c724f8a876df0bf0917563e,0.740762112682609,1749,0.8700323240149199,0.922418592167091,0.9752325531138816,1,5,64.67484119416739,0
Coursera,Jessica Thompson,Network Engineering,2023-04-16,2024-11-04,8bf09ab613ddc4bb3308fbf031c36f99133d3b8dfe9bbdcd326636036383a549,0.901108260413117,990,0.9149037533289776,0.9352088904310427,0.8142233780999675,1,6,43.52772492646447,0
Cambridge University,Mohammed Chen,Big Data Analytics,2024-07-08,2027-05-09,e1650e7f8512197144bd8cc4e064d092684fc2ffce0a7734494ab96716045d75,0.6449,541,0.3494,0.526,0.4728,1,1,92.07,1
NUS Singapore,Karen Kim,UI/UX Design,2024-04-23,2026-02-27,ce0f4974f1e9c1dd6467e51b437f8eee0dc0c9d038da32a71b74754e34b641ab,0.8089594157604596,617,0.5959827872177366,0.850687980904605,0.8531306422058478,1,5,43.858168726442095,0
PMI,Joseph Chen,Database Administration,2020-02-17,2021-03-02,e21d42cba8b26ff2fc83f1620c73e106702f4aa7d241fdebddde1b12d6903f0f,0.6865311172487932,2144,0.746668399554281,0.9822132194830062,0.4760602693710369,1,2,3.608065280804174,0
NUS Singapore,James Hassan,Project Management Professional,2022-10-30,2027-10-10,3e11ec93e9981cfa41f955a6c9c060f8a783a441735992ad535a13df39b573ee,0.318,1158,0.4,0.7536,0.1707,0,3,1.45,1
AWS,David Smith,Software Testing,2022-02-18,2024-07-21,3b6ae6b155985985dfafbf89d78c85f8fafadbb7be036a9bd57154fc317644fc,0.8873953946742437,1412,0.7631220311340118,0.8620157535664119,0.8655602404187633,1,4,14.403238699100903,0
CompTIA,Mohammed Kim,Full Stack Development,2025-07-06,2026-12-03,9ce24e0d13ed56a4526d398d19f6f66e3f414f57679dfd40d1528e35e53e159f,0.731247876103272,178,0.8028739094896721,0.8840825796159734,0.8943142837026417,1,5,6.569598326238138,0
Coursera,Fatima Patel,DevOps Engineering,2021-08-29,2024-01-16,157233316b474736262fc6544c578bf80b42ac7e799af17e873fab0f94253fa1,0.9461399760687664,1585,0.663218094362672,0.9669966158020544,0.9775559607245679,1,5,33.070322047732844,0
Google,Robert Hassan,Computer Vision,2025-12-04,2030-04-13,b451d3690fdd94e19d4b1b9b0d4d72b52c6fa5276f50da756f300492d369a4a2,0.9059553506197019,27,0.9559301919735016,0.9225680038075206,0.9496869474501995,1,2,9.396499339117279,0
MIT,Wei Chen,Agile Methodology,2021-05-06,2024-03-31,ca88635310504d9daacf641e765ec107d83bc185ab6783611f0b6e1581c74650,0.78913863044045,1700,0.9651855786294103,0.9425486956867951,0.8252991488116808,1,6,14.03456832851209,0
Yale University,Christopher Santos,Business Analytics,2023-05-23,2027-06-07,1fdb82e97ff73ad55a7fdeaaf33ca1141be173b66825fb6480b7d38eb3833a9e,0.8884914309285112,953,0.8906587383249288,0.8749208164818886,,1,8,29.812495616417134,0
IBM,Patricia Williams,Blockchain Development,2025-02-02,2029-03-14,9286d703,0.2275,332,0.1183,0.5913,0.0701,0,0,84.11,1
Yale University,Robert Smith,Natural Language Processing,2024-01-19,2026-01-20,fe5418cc103a783c5d7c1522d2d4efcd7bcd2d00580456e5509d50a3f209a2f0,0.7914004952069201,712,0.9537264194542079,0.9333386654081156,0.870168829826725,1,6,18.194000219101188,0
edX,John Miller,IoT Development,2023-12-13,2028-10-10,66e100f1,0.1616,749,0.2601,0.2887,0.0702,1,0,109.81,1
MIT,Priya Jones,Data Engineering,2021-04-06,2022-04-20,e131217ef0e33f2c280e992a1b0843d8cec58c399872fe0c31c139f0e9779818,0.9287363504267139,1730,0.9108781729020783,0.9128735655826521,0.8452629169084476,1,4,76.43622189836952,0
Johns Hopkins University,Karen Rodriguez,Robotics Engineering,2024-11-13,2026-03-20,abb9157df6270e93b4aa1f280d14b84e62f02c9eb805925d12e84f543275030b,0.9241346210768635,413,0.945724255370071,0.8638846406351102,0.9056670317563621,1,5,15.38721261060047,0
ETH Zurich,Linda Rossi,Mobile App Development,2020-02-10,2022-02-07,fe4c22d38a9b2810803ab61251daa5ca14026848c2acc29b0783148e36d89f51,0.8715602246659185,2151,0.9140547560887607,0.959897484280217,0.9505860745174342,1,10,7.541941241624529,0
Microsoft,Mary Mueller,Software Testing,2025-06-17,2028-10-27,b2aff0fa1e44164815245c20e7abb92b9dd4ac2acef512dab60aaa1f7ea75e51,0.7402118640112283,197,0.7223204705580405,,0.7158637056051524,1,2,27.97588332533807,0
Harvard University,Carlos Patel,Computer Vision,2022-07-07,2026-11-08,985f97b5116066ba7a75c4ee53df651b3038bcdb7bd35355ee8f9b41054e2430,0.886575327396209,1273,0.852361552538817,0.8364289746663269,0.9714697548226046,1,7,46.38924420039331,0
Google,Karen Hassan,Business Analytics,2025-06-15,2028-09-17,b2723a2422c4db74c5595494df766fd7bf876503f86463ac90899afe252e3ee5,0.1712,199,0.3416,0.619,0.35,0,0,231.13,1
Oracle,Arun Thompson,Blockchain Development,2025-03-13,2026-08-31,af2a9285d1a4d8308d3eb004f015995b8f14ea17bf9616e784020825e0af2c82,0.7037713286631654,293,0.9862796358095263,0.8853685439596667,0.8331794488401167,1,8,24.66945872729229,0
ETH Zurich,Jessica Brown,Blockchain Development,2020-11-24,2025-04-22,3b7b9299206d0afdaaf4bf806f5dd280ba71bc51fb6275045ad1e32460e865f2,0.5960182696452503,1863,0.9278961314449246,0.9542212988363423,0.9199363105281532,1,8,35.387510652174534,0
edX,Richard Brown,Data Engineering,2020-12-21,2025-04-26,9ae38c8c405e2b1bf1ff2ddef2b64a57c1c3718ec52cb8901e27cd7e72f3adf9,0.8302244274424679,1836,0.8649128829862864,0.8835595470451905,0.9033133342733738,1,3,35.03768762885356,0
Columbia University,Priya White,Robotics Engineering,2020-04-30,2022-05-04,6fbc1073e60da41a5d15b2f4a18ded1fffb05ed7d1a5598b143b868269da003a,0.7969045560732523,2071,0.7090007108840661,0.8007513462388671,0.9951386433867946,0,5,27.972093904748945,0
ETH Zurich,Karen Harris,Cloud Architecture,2023-11-07,2027-10-01,70c64793a549ed6154a3ac1a0787fde2eb5cd8d22e2ef0ce459623b77f3da764,0.9187083428868328,785,0.9513942281909408,0.9458205611552709,0.8744586006014521,1,5,18.029337644756882,0
University of Toronto,David Thomas,Natural Language Processing,2022-06-15,2027-04-27,cf2e33f2d584e62d69681e65427a89ccdbd38002077b883f0f0885595f9faaf9,0.7701341655962238,1295,0.8712341633301198,0.894779638721653,0.8584127201405487,1,7,35.951432979464876,0
FakeUniversity123,Arun White,Data Science Professional,2025-04-10,2029-05-03,0f2a21b7c06b8867a9de65e61087bc45345a3b521c76623186c449d8b1658ee0,0.325,265,0.429,0.6948,0.4912,0,1,2.19,1
Stanford University,Mary Ali,Machine Learning Fundamentals,2022-06-10,2026-08-18,a57427fed22e55cd34beac2637a065103dc1993fec28705dfcf6542363c93f6a,0.8626018786410026,1300,0.9247200136759747,0.9613754970853492,0.7501495655537606,1,4,20.707205218031124,0
NUS Singapore,Sophie Harris,Blockchain Development,2020-03-31,2024-12-09,4a557e67d3676fec409ef212d269950a080cce7249e80d9c17b10349510d2e3e,0.9026958260138571,2101,0.7259356007572622,0.8664935129573532,0.9094601651635075,1,9,4.389679540498188,0
Salesforce,Patricia Brown,Cloud Architecture,2025-02-01,2026-07-17,94711b70ee5ee1d7382e74e3a316f42a4d6c785a28dc9719e22f0d560d447c19,0.8197844661256801,333,0.9475122884534568,0.9381592357776108,0.9484915569819758,1,11,11.27024332336628,0
QuickCert Ltd,Linda Thomas,Data Science Professional,2021-04-29,2025-08-23,87c98b3b0a649fe0449b81d82e0bad09c78a92e71850f4b6f14537856719e9f9,0.1943,1707,0.0954,0.8318,0.0931,1,0,13.98,1
Google,Jennifer Anderson,Digital Marketing,2020-07-11,2024-07-02,feeb15479327b7470cbf65b7f74722a8fe6da3a2a1d12f82b1884649d2d02404,0.7592088825624733,1999,0.9480579903514584,0.8731012675496178,0.9013945016169971,1,5,8.957372442079064,0
IIT Delhi,Jessica Martinez,AI & Deep Learning,2021-04-23,2022-04-28,d3977915df6519f5440ff191b24b372f190491069204b921af2e1e4168bd4684,0.9256227217749129,1713,0.8326850220211214,0.9028449917141183,0.9846953904602288,1,9,69.36170481612106,0
ETH Zurich,Fatima Anderson,Digital Marketing,2023-05-06,2025-06-08,1c011b5ad1608526bf56fe1edc63b8200b8e3212eef0a67d4c2d60f2b5861838,0.8468931321538506,970,0.689131859763762,0.9136736926573611,0.7779207912103114,1,2,20.459699334208135,0
Harvard University,Robert Davis,Blockchain Development,2023-02-17,2026-09-23,c14ccf37f743f117940e3892a9c9bb442812383bd8c1ad7bbe5037c44e427d13,0.8135470640012291,1048,0.6898145251081358,0.9270852358326966,0.97258318931223,1,6,14.379020658840997,0
Microsoft,Mary Brown,Business Analytics,2022-12-01,2026-03-27,ff290398c02959befb5f1df804192684b565f4c27e1ec94123bc00c608ac6265,0.9387354340872083,1126,0.9895588453889901,0.9068636614481648,0.9394529929643448,1,3,13.434121632652952,0
Columbia University,Sophie Jones,Agile Methodology,2023-03-20,2027-06-15,7ecfcded19d0dae94fdbd881cb37bb2ffb9a87043259d35a6d5e07f90a942163,0.7954959127607261,1017,0.7340488927397625,0.9754971971007264,0.8993919515345812,1,6,27.196280467680054,0
Udemy,Joseph Chen,Cybersecurity Analyst,2020-03-05,2023-08-17,7e91cd6ac8207376f77db2f3067a520a2993692ac3277e0748ae971cba80aa55,0.6157090215890633,2127,0.916184723083485,0.9912679998290308,0.9904009483503998,0,9,44.45840314185671,0
NUS Singapore,Carlos Kim,Data Engineering,2020-04-13,2021-12-27,9a5decc183137b99c46734f9a4cd8ca0fdab93fd0bb475e49bbf3d35506de169,0.7013458864047697,2088,0.8536044010893223,0.8997398299566417,0.9702726178247121,1,7,6.696152839227903,0
QuickCert Ltd,Yuki Kim,Full Stack Development,2022-10-31,2024-08-15,eb5761827e8038ded54797da8389d2daaff799ca1cf4188dde9dfe72d5a27b1c,0.1563,1157,0.0744,0.6141,0.3958,1,3,52.37,1
University of Oxford,Thomas Jones,Quantum Computing Basics,2021-05-04,2026-03-08,4762f4a988168d3f5bd07a78c2e64aeae88ac0b7971b7b0ce850bcb04a5116ee,0.8357765722682704,1702,0.841659579568629,0.8851245735968217,0.8929879582770481,1,3,16.78426324784884,0
Adobe,Richard Hassan,Mobile App Development,2020-06-07,2022-09-18,d9c9f82c103464f1e538ce331e2ee78625c4dd91d7c470b7edfbf3006d478f8f,0.8373483320889754,2033,0.7794872816537123,0.9093653023344171,0.9234082235824455,1,10,7.965476923316031,0
PMI,Barbara Thompson,IoT Development,2021-07-04,2022-08-28,ba196953f5c91851c9574ae1d696d5794b20942c6bcb4e335e728d908dc02fbc,0.0038,1641,0.6267,0.6187,0.1693,0,1,96.88,1
Harvard University,Richard Brown,Natural Language Processing,2026-01-22,2030-08-31,58114a7583cae8bcdcbe670eb4b09cb820903fb2eed58cb4bf8c1eada64e74be,0.2246,-22,0.5346,0.6713,0.3259,1,1,127.7,1
NUS Singapore,Sarah Chen,Cloud Architecture,2022-03-07,2025-05-09,a6e2e46c53ffbb06504fd951d39aaa7a0dd83705ba342e42b726daf3340431aa,0.7848122315191133,1395,0.6964266019537588,0.9384383787945318,0.6114893313657451,1,3,13.331849665619247,0
Adobe,Wei Chen,Natural Language Processing,2023-06-23,2024-11-21,3250251db70538bf3e9f7584bd398ad19caf97d3f01e452bc37025df9ce0a9b1,0.7230032427356581,922,0.9321271893721441,0.8775344394797968,0.8839075385963292,0,5,29.187922733567326,0
University of Toronto,Carlos Taylor,Cloud Architecture,2022-08-13,2025-01-07,f0c97fbc0027ac48f1d3ba107343829a7632ba7eb3aef969928cafd43164d60e,0.8525443516824426,1236,0.8262141600542282,1.0,0.90185016233359,1,1,4.898676382479891,0
TU Munich,Thomas Dubois,Data Engineering,2021-08-19,2024-11-07,da511bec6014019a8192f4e3ea9bd55f4ccbb6145fbc5e376bf5dc3917245977,0.9614779769388176,1595,0.6308289441799764,0.9169503498492152,0.926541032056485,1,5,16.20113794964045,0
Salesforce,Mohammed Chen,Digital Marketing,2024-05-05,2028-07-27,9383c257e208e69ad684b574cf086c31cff3885bdd81162a697b4bc85b631e12,0.9416009587441926,605,0.8068462641510792,0.9433573268587445,0.9761471732920851,1,7,4.693852764256887,0
Udemy,Pierre Tanaka,Network Engineering,2022-09-15,2026-01-21,9d3a6b964af6a676f1d5c02406dbc646c10faaceda16b2e28b187c61511a3f7b,0.8688273155543202,1203,0.910289500367248,,0.8317334427438897,0,2,4.4331925720716665,0
TU Munich,Jennifer Chen,Mobile App Development,2025-08-10,2026-08-11,affbdb8101a2c87b0ab82282ba1c330d8e9fafd8e695c88bfaa15328ecb162c1,0.8592424615296251,143,0.9031346844870569,0.9215063962238326,0.9179879134406725,1,2,10.257427195722096,0
Johns Hopkins University,Pierre Hassan,Computer Vision,2023-09-17,2028-03-30,4282e4cb02ae92261402413acde0013e4a9696832c3e5f980fd4b6684a49136c,0.9281858566663046,836,0.980073122589465,0.8998788345064705,0.827619260919357,1,6,12.164334123719744,0
Salesforce,Wei Jackson,Cybersecurity Analyst,2020-10-21,2023-10-08,4c30efb037a0f3aa28af1690345c00aae32cb352e3e894fee0804a8131378679,0.9076519540774682,1897,0.9344197596516164,0.8927987878049494,0.9388411332542087,1,7,24.204525545394045,0
Columbia University,Patricia White,Digital Marketing,2025-08-05,2029-05-14,a67b4c26667493fee249dfeeddf15efe19335684143fe81d9b6af506408bf364,0.9050521896753019,148,0.8637165664778619,0.874307815123925,,1,10,0.3573141703126336,0
Coursera,James White,Agile Methodology,2020-05-30,2021-06-05,db0c43f24476148bc30d9765cda87f9166f4a93c96b0119687e936066b13baa5,0.7836956737188073,2041,0.9593853339745849,0.9059139961147544,0.5196178841239305,1,4,145.00277847804,0
Udemy,William Rossi,Cybersecurity Analyst,2020-08-04,2022-03-10,18cca3da63d0483fde71b4f058a8642a79b3ae9d8e67ac819e94651fcb85892d,0.9231310420002528,1975,0.5784835778888155,0.8758021878864358,0.8655558209819599,1,8,13.252084366743308,0
PMI,Linda Wang,DevOps Engineering,2024-09-21,2027-10-25,e0916279a4814f2e1f8c651d03e7c868d08af4964f3122d70cf5edfb950df35b,0.6705513333954357,466,0.9224860588424507,0.8810922834027696,0.9549836760630622,1,2,7.311934420797134,0
University of Oxford,Mohammed Martinez,Machine Learning Fundamentals,2022-01-20,2026-09-06,4a52bf8f1e3c5eaba7f67cc1774b2b4a580f8c0978ca26a2d275631085094b5c,0.7008498961933157,1441,0.9170499219450888,0.9416200704928723,0.8572359773418079,0,11,13.39507516831442,0
University of Oxford,Pierre Thompson,DevOps Engineering,2022-03-24,2024-10-15,16165637825c81436f1f96ea86b9d8ffbe428d605d61ad08ccb82b9cbcea6a30,0.9541084777265918,1378,0.9717440286931727,0.9559948416772176,0.8561446860121859,1,4,102.8475157136182,0
Stanford University,David Rossi,Digital Marketing,2023-05-05,2025-07-16,00ce81785acd620e8c2ea5cb698a970b48583d359f12eae0c5059f77c34de8ba,0.924285451260744,971,0.8899649000338952,0.9157494966388917,0.8720271881420237,1,4,6.22069054875558,0
Stanford University,Fatima Jones,Cybersecurity Analyst,2025-06-12,2028-06-28,0fd6fd74d1a491d0034af627fe5831cab529e0bbd920cdb1d1c4b9131e359911,0.6004594060177875,202,0.7024743430179974,0.8776941575791525,0.7442978934702855,1,5,72.24133560143312,0
Johns Hopkins University,Mohammed Kumar,Computer Vision,2025-09-12,2029-12-27,b1f82a513742505662fda4a02a4a92d839dd0983ba0510a0e396b4d0b2860061,0.9065133532037417,110,0.8518171561524105,1.0,0.9533117660613218,1,7,63.26233088775424,0
AWS,Fatima Chen,Digital Marketing,2022-10-27,2025-12-24,38149c42c6cec015dc7f19155b416f8988406a4b151123f5b172b02a75d6f59f,0.9389653518071385,1161,0.6579660042205108,0.9427288424017515,0.9720867631884097,1,9,10.318675317793886,0
Oracle,Patricia White,Quantum Computing Basics,2020-10-15,2023-02-02,f57e018fb84cbbe044678a9da516c5ef8824829e56397b41212e704de9cb590d,0.8431417616733756,1903,0.9385804762167657,0.8188081010354743,0.921600595586686,1,3,38.56322923874082,0
Adobe,Karen Jones,Project Management Professional,2020-03-19,2023-03-16,941ed4d6906a5d5dda32be0837ba31044c94f55ccc7ac0629b3f991f53ad1380,0.8348767328707449,2113,0.9392581099972537,0.9019684461711235,0.9517428473315892,1,3,1.6420873129254405,0
Cambridge University,Susan Ali,UI/UX Design,2023-05-26,2027-11-23,89745528f9a652e9f4b9d65c9ba1cf850ef6280baddff754b5e80cb47192b385,0.8482697392225109,950,0.8517538060833505,0.8680382705230976,0.8013530135949662,1,4,16.639469516710264,0
Harvard University,Michael Hassan,IoT Development,2021-07-20,2025-09-18,a7f61b63a78d4bc0e423a2fb913de1c3745e012d41903a4978672b6bdc1ea430,0.9225697287708905,1625,0.9737949632043869,0.9565539067795801,0.9862634616633313,1,2,7.870434877653106,0
Johns Hopkins University,Sarah Kumar,Robotics Engineering,2025-06-08,2026-06-11,f9249a92427adeaa6632e853b4f8e57c0810c86c6a4a507f826e89085101e70a,0.5870182872435522,206,0.5625810499644183,0.956660990766759,0.9441780628557785,1,9,23.137663549964046,0
Harvard University,Arun Davis,Mobile App Development,2026-09-14,2027-02-24,0018c09f92b3141b705c3f54dbd233364a282c130d3b8da00ddaf4cf99b3ba65,0.2455,-257,0.3518,0.6475,0.0552,0,2,28.78,1
Adobe,Arun Davis,Blockchain Development,2023-03-14,2027-09-14,b373a1ebe9bde99924af8b02d93ca1fc312853a8fc27ea38941f9f48ea13ab67,0.7612665625533359,1023,,0.9759714198578098,0.9412853087369888,0,6,30.296808704124366,0
Udemy,David Thomas,Blockchain Development,2020-05-03,2023-12-05,e5c733070c521f7e3a1c2675c13495763a48253d61b9fe5f1db9ac581f6eac25,0.8460451114305029,2068,0.872872799004771,0.8535922440288164,0.9307960196987328,1,6,12.465078554046167,0
Microsoft,David Patel,Business Analytics,2021-11-25,2023-03-28,1c0a5810ecda013f80ffd92c48573bc1bced7e185f7c3e1f5f14e7fcc58a6471,0.8436971845308489,1497,0.8765818949984799,0.9524505379055378,0.9606543451635531,1,9,0.402356657579333,0
Yale University,Arun Kumar,IoT Development,2022-09-14,2025-04-21,fd630a866434d2e85040f07b9c2c080b852c858167f6da99deb49845046463c8,0.8544197097509707,1204,0.9166183941365381,1.0,0.8870969675549281,1,8,52.86365230293867,0
University of Toronto,Arun Williams,Cybersecurity Analyst,2025-12-09,2028-09-30,0f44e8138d4e189b2c196bb2dd5fafe253b339f2af6d56df3985031027269979,0.828154736248792,22,0.733472522726702,0.9259251798541742,0.9394991383619712,1,4,31.790356250070055,0
Google,Joseph Wang,Mobile App Development,2024-10-17,2029-02-14,bbd6030af7bbcde0aacab2c2bbfa88d95952db58985fb0ee134ab3662aa24f58,0.9529600971511184,440,0.9051714950989763,0.9386802230275078,0.8987524960746852,1,4,10.83573124352929,0
Cambridge University,Ana Brown,Agile Methodology,2024-09-18,2026-01-19,aa188fe2701fc4e4443122a5621a27f27fbdca2b919d072b8c1334f79b166b79,0.8010953918079212,469,0.9889131234010313,1.0,0.8339443695577057,0,4,4.867120846872903,0
QuickCert Ltd,Priya Thomas,Full Stack Development,2022-01-26,2022-07-03,912a69f3f28fb1194682ab226f929e7daacbc73710bd4de8a193e5dd3936327d,0.2523,1435,0.1309,0.7708,0.1258,0,0,14.57,1
IIT Delhi,Pierre Mueller,Mobile App Development,2021-02-05,2024-08-26,632d0a4152f196cb864f13f6d29993997c31dc9bb663a746d5a3fd4bda488adf,0.9184792160293731,1790,0.8492972620658389,0.9326855853170408,0.7863864444037851,1,8,17.118261264466483,0
Microsoft,Susan Garcia,UI/UX Design,2021-02-09,2023-04-14,31302a947f77b82a78c6aaec72573bd6691891b0d46d6749dff95460d6ab24af,0.6554961208871796,1786,0.8433194812722435,0.9629472470999438,0.9980851112637698,1,5,11.204108963971795,0
University of Toronto,Sarah Taylor,Computer Vision,2021-12-13,2023-09-27,882cdc7455d8f60d121eed157e3de41e9e9c6bb9227d01cde041602e646e7194,0.7670234426071455,1479,0.9344289600642548,0.9272166472186396,0.8478265685517028,1,9,9.02126813467958,0
TU Munich,Yuki Anderson,Robotics Engineering,2024-10-19,2027-03-30,f57efe9f59bf749d987bfc9aaccda09b9cf51feaecb83293c972b2f07a792208,0.6497334123161206,438,0.7809911302491624,0.8741536227335036,0.7750232703489355,1,5,10.04494569826442,0
University of Toronto,Elizabeth Jones,Project Management Professional,2024-02-14,2027-06-04,02c7f9223551787d8bdf4561afbe7f004a455913aec755c6836aa0065f2fba96,0.723129746817258,686,0.42880746013532733,0.8916614786312451,0.9239914695028543,1,9,29.10695425989598,0
ETH Zurich,Michael Jones,AI & Deep Learning,2022-12-25,2024-07-15,f419a68ce14515ca6dd6538679954cfd86736d23aa669554a5e7adb3bca5653e,0.953420825090383,1102,0.6066814784931934,0.8370010216358259,0.9942621769867438,1,9,17.172229076565685,0
Cisco,Yuki White,Computer Vision,2024-12-08,2026-07-10,1bea9d39279eb14449fd5fee14758dc9808c2dacdb26a1a97f298324f41ec741,0.7255451309844076,388,0.960538647325962,0.9264409823059322,0.7491278626286814,1,12,29.581110981710793,0
University of Oxford,Pierre Chen,Data Engineering,2021-01-03,2023-10-23,04ba3b88f3e50e9eb990254bad6d8b9ba2c7edc0174d2c49c24c94d77d9a144b,0.735495712503051,1823,,0.8809740573343413,0.8936780852756138,1,5,24.056817002542395,0
Coursera,Elizabeth Smith,Cybersecurity Analyst,2024-01-11,2028-04-28,3000113e912b09ce5c4dce50b5aed020092167d5f55f6556a6213ebbd28c28a3,0.9669824362996073,720,0.9284672349575919,1.0,0.8259769044279381,1,8,21.135025648340285,0
Salesforce,Thomas Jones,AI & Deep Learning,2024-12-24,2029-04-29,3391d412647c8488a0ef3ca469b9fbb0acaf3d9da58e0299be189923d5d64b6a,0.1917,372,0.2757,0.4761,0.2749,0,0,413.96,1
Coursera,Carlos Chen,Network Engineering,2020-12-11,2023-12-04,32d863b6d9d110ccdf6293fef8f5bf7713c9a15c5c6adbf04d4934d54802422c,0.6425152858443056,1846,0.9457663663816723,0.8813109710554672,0.958831542372195,1,6,23.063907029803755,0
Yale University,Wei Kim,Natural Language Processing,2020-07-07,2025-07-03,bb5f37d745134c96a6269c0bc531194ea469fa8afc255b5468be799890b8cbcc,0.723537810791288,2003,0.7400679087510389,0.9010895721522617,0.9916943665749599,1,6,33.588893781035146,0
Salesforce,Joseph Taylor,DevOps Engineering,2023-07-22,2024-12-07,2bb4714796a6c615bd057aad141d4be0114ca5f0bc8a40de487172301e1454cf,0.8268264689847278,893,0.6041009427257236,0.852615760002626,0.78740700491463,1,8,18.249407466697377,0
Oracle,Thomas Davis,Data Engineering,2023-09-19,2025-03-10,8466a02a708037472a55de9598eef36e323d3f480d8ea370d51d78fd55310696,0.8597692937186873,834,0.8653456692388445,0.8991677165650463,0.9393548470317283,1,7,78.23626559506886,0
edX,Patricia Kumar,Database Administration,2023-03-28,2025-04-14,a4c4f7cc12a8be402fe5ae6ec11fd8b7b234e08370d79f2ff7b4057dd85b17cc,0.7856874316982354,1009,0.9828549074679879,1.0,0.9849643446023597,1,6,31.674607625120956,0
ETH Zurich,Joseph Harris,UI/UX Design,2023-08-23,2026-07-01,2f1707368ffbc411d9f933334c336f0fd213df27b23b026cdec32e500468fc46,0.8833768465205049,861,0.883374695474123,0.8857897986580886,0.9111310112803462,1,4,29.047669651592393,0
University of Oxford,Linda Ali,Blockchain Development,2020-01-29,2023-01-19,fb7d1d8b3131990771e89a49e9526e015e206314606b3573bc36ae79a66f428b,0.7636252509107399,2163,0.9176440554432652,0.8951848835890756,0.6710563005017461,1,2,54.08294039912884,0
TU Munich,James White,Project Management Professional,2023-10-13,2028-03-08,d66a15217be40249fed6b09fd262a9f8ea5eb04d18c04b031965281b5f0a44c3,0.8409984330799447,810,0.8459993535297743,0.8982459047258972,0.7358108079824154,1,7,7.739766806591137,0
TU Munich,David Hassan,AI & Deep Learning,2021-09-03,2026-04-29,b07162cab20a9c465f27fbabc1e6d3e01fb16c73f4dfea17d8b2ae9b3987167c,0.9092910473058577,1580,0.852499957756731,1.0,0.7344340804218431,1,3,2.3771374694450627,0
Cisco,Ana Brown,Database Administration,2025-01-29,2027-06-15,556c8e38cb4e1c6b6028ccfd579a9e0c04f87bc23727f181e67f1653793d5fbf,0.9473000567592257,336,0.817070395057344,0.9482927544946091,0.943201749270086,1,5,13.63022111929787,0
CompTIA,Elizabeth Kim,Data Science Professional,2023-03-14,2024-05-11,5a2c57df0aba1fb7db0cca0b0f7a1c08bf14e9b0157d4c0f4680a1b072575a16,0.8328697403573663,1023,0.6160096082039825,0.9255016120320404,0.8272061749507993,1,3,28.202778588010993,0
Yale University,Susan Hassan,Robotics Engineering,2020-02-11,2024-05-19,cb9dd7268a014e4ecb6120dd9f9f66aad737f2b33a164f0e08edc17c60d68e1b,0.994783111521694,2150,0.7366455507529494,0.8969244106011925,0.9057836175167877,1,6,36.54139179256531,0
Adobe,Sarah Hassan,Big Data Analytics,2023-01-12,2027-04-28,b90e9b7be0b429d653f141a25270789f94d44ce218094a816d832fb267af5bda,0.9367277502159548,1084,0.8678057464721454,0.9697589855687112,0.9837568834934605,1,3,55.39682508172513,0
IIT Delhi,Christopher Thomas,Mobile App Development,2022-11-14,2025-12-20,33f6c27ed673cc87c0e621fbd3b5c3ab7c6f1726592e2e7bb64432c28f57974f,0.8903777916242696,1143,0.9195525513621011,0.9349017302606306,0.7187466121306141,1,5,10.892768380882249,0
Adobe,Christopher Rodriguez,Computer Vision,2020-11-11,2025-02-08,01586920a500e91e4c577c0b77529a07be8792fe0010dd6d6bff3418e0be4ffa,0.9095089687393656,1876,0.910214705933637,0.9178901008070803,0.8751958084657594,1,5,61.25904551344435,0
MIT,Linda Hassan,Data Science Professional,2025-09-27,2030-07-15,a8b3260b8537d3bdbf2b04ca4c7e186d1b96eef98653c9c29de1e8754dde7401,0.7817882033428838,95,0.7761399724831185,0.8342219316442726,0.8973175269366295,1,6,36.50638137602462,0
Salesforce,James Taylor,Full Stack Development,2025-04-04,2026-11-03,2d1ad4d57ae70c64db1634f82297a8be736649f5ade55f6a1408c0fb085787ae,0.7742762763754196,271,0.7234422105321846,0.9011117013303805,,1,4,9.949899366128484,0
Cambridge University,Carlos Kim,Natural Language Processing,2024-07-30,2027-09-01,3b5a7bf3b0867d10c72232f4642c91cb9eb0ef2251c91694db779fc97d498185,0.9947736761396941,519,0.9330662188977786,0.8654216871296192,0.9475608406361873,1,4,5.636604605955234,0
PMI,Mary Martinez,Data Engineering,2023-10-21,2025-12-10,830d043536bf42a62235206cc88e55ba19d7025c435bad95bca08b0d94d11b6f,0.44958730292852067,802,0.9196894980632444,0.9283168900657077,0.6733580198539056,1,8,9.830859126433284,0
Coursera,Robert Johnson,Data Science Professional,2021-04-29,2025-07-13,90463cda4b19d0c3df23e0543ff1fa5ab4f9580e9ea8f328b744282041363ec0,0.8345279175250582,1707,0.9523769444543435,0.8250134136135012,0.8435776198805293,1,7,83.95525671220476,0
Adobe,Barbara Mueller,Agile Methodology,2022-12-30,2024-05-20,279278e3f7e20ef1f8bfee7a4a517d87bb4cd38c1cfcc4061f9531612cc772f4,0.8978595608989179,1097,0.9682835324254904,0.8407636287778474,0.6889201438842856,1,5,30.522045243340564,0
Coursera,Elizabeth Tanaka,Agile Methodology,2024-09-08,2026-04-29,8e68c54ba49fbc33f5bd986c2a3b834c9f53d94afd84bcf7c144d637f8dfe6f7,0.8523685924522729,479,0.5433777011837257,0.9960220830368772,0.7733940498567807,1,7,18.0397758717871,0
Google,Richard Taylor,Business Analytics,2024-07-18,2027-01-27,ce5a0d7c410171cdc169de68ec6d2b6d7af6f085937a06605e7870bfe62525e1,0.8853412467301436,531,0.9516954442764667,0.9843191068497767,0.8648202732156839,1,4,9.602640388380026,0
Cisco,David Taylor,Agile Methodology,2023-07-22,2025-09-29,3de974a91dd1e54d77e84da25002182738fd17d5b73f77322c5c88637d823b98,0.6424013865368515,893,0.9567578857820273,0.9135881455597732,0.826114675104712,1,5,42.623315835764565,0
Yale University,Linda White,Quantum Computing Basics,2022-08-05,2024-06-12,9e990aa68308717fb24d7156ec316a4e2fc04d45f8995b7d25dfa617045742f6,0.8044596379522827,1244,0.7975174032576586,0.9002199097218943,0.7875988459211066,1,8,13.71767414022129,0
University of Oxford,Ana Chen,Full Stack Development,2024-12-19,2027-12-09,a5e6f9ac89c29e48b05e510971f1887c8c670aceaa5162b9e602b88bf15b2131,0.9212092386301673,377,0.9599896977618074,0.9409115623326391,0.9117653137383941,1,4,99.0969597395961,0
IIT Delhi,John Dubois,Cybersecurity Analyst,2022-10-03,2026-11-04,dd7fdae8c1d7870d14cb8321f4f04ee37d42b888fc69d06eaa1bd5fe696b96c2,0.8028873075144345,1185,0.8709778091754263,0.8531746608568667,0.9974661491182483,1,8,20.302410187138403,0
edX,James Ali,Full Stack Development,2021-08-29,2023-09-13,6747728066aaeeedaf6622e657d49c17132e370a0fbf3ba3877f8f9f94119342,0.8800225236382047,1585,0.7803285774433699,0.8619562308232727,0.9218405686062714,1,9,17.446413227174876,0
MIT,Barbara Kumar,Data Science Professional,2024-01-24,2025-12-11,8b1cb0b2794acc9402515220081a46aaa09c4b9b6fe18f66663223dbec70aef4,0.80345552694271,707,0.953005280701026,0.9429445674000945,0.9505163564356195,1,4,42.314465200253274,0
ETH Zurich,David Thompson,Database Administration,2024-02-08,2028-01-18,9bcba4889980cb1c09e67b988e6088b2cbdd57996515f1e69ae2183ded28ef50,0.8446045334712967,692,0.9160203326793792,0.9215960410143184,0.9337727254030707,1,8,12.029641508556745,0
TU Munich,Linda Thomas,Cybersecurity Analyst,2021-01-03,2025-08-21,0c1a5c268b794129a83ef4276268fea3309130cd8ea6f40e95abc81cb4e6e026,0.7984791917901888,1823,0.8515904103003477,0.9923276620558911,0.8545156539234405,0,7,34.20251875919784,0
NUS Singapore,Susan Mueller,Blockchain Development,2024-04-01,2026-04-05,5206bb91714c333081bc2a9cb50da47c4f4ca61478d5ead9eafe3a12f8bf06a5,0.6500531368751465,639,0.8720800845882525,0.892106194692354,0.80244388667943,1,4,32.95000988040244,0
IBM,Linda Garcia,Cybersecurity Analyst,2025-12-24,2029-10-31,0095494ebcfdf010a7ffa5287e0097690a87e622b79181ab557a08ec519ef8f5,0.7801839158577553,7,0.9647181630998862,0.9448558720574575,0.8206095412309653,1,5,52.21982981845617,0
Google,Carlos Rodriguez,Data Science Professional,2020-04-20,2024-04-02,39e848485a1bd8cc02129683f53fc2ef671aad3f84c335b5badec9fe8e8c5db2,0.6772048485915336,2081,0.8535566687617249,0.9804556335923684,0.8826594366335663,1,6,62.13103561906214,0
Salesforce,Ana Rossi,Robotics Engineering,2021-10-02,2023-12-30,ffa78eceed74cf861c05a5ca56786080c10b70c27b0fae5ca5799f525b3338ed,0.7358405530911116,1551,,0.9313950016148113,0.9033841389742697,1,8,14.553475712616715,0
edX,Patricia Patel,Robotics Engineering,2023-10-19,2026-05-07,49f33a8383ec03d94c29d50cf1f2a41a5781fd15ffed55025b754c3ef75a73bf,0.3661,804,0.3307,0.7651,,1,0,532.33,1
Cisco,Arun Kim,Computer Vision,2024-02-26,2028-06-11,c987ef6514d395828a82d29f05575eb1efff1975ec7d976f0c85c46367314cc8,0.6908452318016914,674,0.8694013593862916,0.968632270452682,0.8682947839254394,1,3,0.5990937434289701,0
PMI,John Brown,Business Analytics,2023-04-03,2026-01-03,08473905fd78b62316940f76142716f9d78118af647b20014b59d26bb319c636,0.9346056797779707,1003,0.9448218223822441,0.8954310196297854,0.8526151136392504,1,6,37.69341321099578,0
Cisco,Ana Brown,Data Engineering,2024-06-07,2028-04-27,ad105907467a3b5d13d529c0d86385d1fdcffa9ef1284b4e0b5b986f40691f33,0.7377363509299282,572,0.48283841291614554,0.9442604464740972,0.8969916356956726,0,6,40.92793979557444,0
IIT Delhi,Patricia Davis,IoT Development,2024-02-24,2026-10-24,45038c73682b43f5c436a0f22cae5ccd9a409922e3d69a2ae8b476401fbca45b,0.7237088371720666,676,0.7160468578494965,0.893164804450669,0.913258646485936,1,8,94.93876708640217,0
Microsoft,John Williams,Quantum Computing Basics,2025-08-14,2029-03-05,46bc1349a61b0c62c21d388daf28014f5aaa3fef4796164e948fecc2d2d1bd4c,0.920481377303596,139,0.9025933887480756,0.9533367265449695,0.6924475039700678,1,4,6.34804094441575,0
University of Oxford,Robert Thomas,Machine Learning Fundamentals,2020-06-21,2021-06-24,894c92ba86a2e6fbe123dd13ab328c9d479cb0750a1d324228480bd4202698b8,0.8684666803038298,2019,0.9224840426432886,0.954292890930421,0.7124036577942554,1,4,3.8404309117176476,0
Harvard University,Yuki Jackson,Agile Methodology,2021-12-22,2023-01-06,0c39330ea9120e382a240c958524c3ee0048062e3b905d0941bba2931962af4e,0.2913,1470,0.0567,0.508,0.1585,1,0,36.72,1
Oracle,Ana Jackson,Mobile App Development,2022-07-08,2024-02-16,4951cd4a69b31c901840dd9a280faca7a9e42eb66aa62a4bab92af7762c619fc,0.835575312659969,1272,0.6905161154101483,0.9716318891776039,0.8865035566172257,1,6,53.512247289006524,0
edX,Barbara Jackson,Project Management Professional,2021-03-23,2023-08-13,e7a037530ea742536cf16a230a0963347fc834cb1e621053e7ae8445a23658ad,0.6926867346369506,1744,0.6807236927179682,0.9857334510695117,0.807634313656014,1,6,10.715287409386946,0
Coursera,Patricia Martinez,Business Analytics,2020-01-26,2023-09-16,b8cf2454bdd89738adf850200eacd98864fcfef448f7ee8befa5408ce51ee623,0.8534375986527415,2166,0.7804120020802371,0.9623356438497264,0.8922126023001354,1,9,2.7528045315679197,0
InstaDegree Corp,Joseph Kumar,Mobile App Development,2021-06-11,2022-06-19,c6e2ccd3dbff3fe155c762933646eefb8743a0d64d05f382bc6447aed427dc8a,0.1104,1664,0.2665,0.8347,0.1661,0,3,3.0,1
IIT Delhi,Elizabeth White,Database Administration,2020-02-04,2023-07-01,f503e55443537288a15acc9038e9c98c0536679189b9a74fbc04d6230a5edbc3,0.9238005082968685,2157,0.8280710837363241,0.8493884983198363,0.95972581524336,1,5,22.032935242530897,0
NUS Singapore,Ana Mueller,Mobile App Development,2023-10-25,2025-02-15,3a401184de7f16f3d340fb6596539a92d14aa81d16594c0e2aec777f2a64fed3,0.8100877565744712,798,0.9718335662417769,0.9107696794896709,0.736138216138267,1,9,12.49250395530561,0
NUS Singapore,Mary White,Robotics Engineering,2025-02-19,2028-10-31,72ae1b4ce44b7fb9643daaad8dc4aa65f49491ad3536b0fb19ed4a1e3b06004c,0.6883235064526894,315,0.9886560975294082,0.8458579500450659,0.9211080229618406,0,8,19.292892242629073,0
Johns Hopkins University,Karen Rossi,IoT Development,2022-11-12,2025-01-07,52ff4d1120f3c2dd09f196f13e56,0.1268,1145,0.045,0.6766,0.1407,0,0,5.96,1
Stanford University,Joseph Brown,Cloud Architecture,2020-10-19,2023-07-03,fe053666a3782e40c875720e719cf17b45f5d0553b1513da1cf7bc12a4a8008c,0.7114530033975847,1899,0.8738676461616623,0.9704765289207297,0.7871194149332592,1,5,24.705082011275493,0
University of Toronto,David Martin,UI/UX Design,2024-07-02,2028-08-12,50a9b221a6408d750ddeee5028639a570bac88eeef81356342cc9b17241c7e26,0.9002058020421397,547,0.7203737847850983,0.956159344397704,0.45930808974786635,1,6,35.86385404534265,0
Harvard University,Mohammed Tanaka,Digital Marketing,2021-12-04,2024-06-24,44cc0d22c4146a63bff97b494a83a5e820cb069a90b009556632b8b10653d94f,0.8450648384298234,1488,0.9037697655274045,0.9089928152348061,0.9301529626938295,1,8,7.635108187838485,0
University of Toronto,Michael Miller,Agile Methodology,2024-11-25,2027-09-06,a125cebce5af9a0945736eda0bdf3e00d273f7da805ecb6160e92bc361d21be3,0.7201093952193888,401,0.9892243566165954,0.9412295363622415,0.8201836228403598,0,6,7.0596986890777975,0
Adobe,Susan Jones,Mobile App Development,2020-10-06,2022-05-11,28cc56fca74c89462baf593cd3ad356464f8525d850a575f800d8c8ab7089a35,0.8705767880732203,1912,0.7998188204605151,0.9163633303815946,0.6370090711032662,1,4,13.318558412785832,0
MIT,Barbara Brown,UI/UX Design,2023-04-15,2027-05-07,c147750754392bb045c3323d2a05bed565d0c395c7a6f30fa332bfdbdd1f63f8,0.8881088379319731,991,0.952071269315668,0.96989107815403,0.8125402149471465,1,5,25.163232095544597,0
Udemy,Michael Hassan,Natural Language Processing,2025-12-24,2027-06-15,26995c98c36cb662b65727de049f6d1bf04c2bc24d8affa1d067d9f85bff2a9f,0.9243078352612571,7,0.709318026363868,0.9891403241306045,0.8593292751410548,1,2,17.420032079781194,0
University of Toronto,Patricia Thompson,Robotics Engineering,2020-10-07,2023-07-28,1a265c1adccd5bdd4f5b853056a71c0e2682ede439a6313f8dc20390a2f496e5,0.7475103694924636,1911,0.9645260929393576,0.949804419908936,0.8797749295309488,1,3,6.836864383875289,0
AWS,Pierre Kim,DevOps Engineering,2021-02-01,2025-09-16,ca394f7130eaaeecf6e363888008d75f9d11077dea51cca073c927eed4640fae,0.7483544518409047,1794,0.9736379408035045,0.9631980101000793,0.9065445306904462,0,6,34.06858592654096,0
IBM,Carlos White,Full Stack Development,2022-05-05,2025-07-02,bad2b83b0db44b09840dd5e42858d11041c781ef1120f87c4ea9396f43810b9a,0.8323899430164114,1336,0.8325159076617764,0.9400569130632115,0.9538913319299294,1,3,14.33669748419214,0
Columbia University,Sophie Rossi,Machine Learning Fundamentals,2025-12-27,2028-03-28,5c49f67e4ebe75b55acd4af2c17327a2efdaa1bc86bf0f141e52b42ad7ee3e7a,0.8399172973685369,4,0.8438915136661289,0.8779338901800068,0.8444436054464041,1,5,28.226270935082894,0
Columbia University,Sarah Jones,Mobile App Development,2022-04-30,2027-03-28,893fdfc4efe15b80167b1498cf942c7027eda05fd7370b4d91aa48a527217afe,0.5770742366508542,1341,0.8439886619679207,0.956727922444523,0.8668959587395694,1,5,14.286966486408707,0
IIT Delhi,James Dubois,Full Stack Development,2024-01-18,2029-01-02,6ff1e17d7a983e5335b50f65577f97d2ecdbdf018ceede3450f74e944eba5067,0.8878759468647199,713,0.8800724616637772,0.9437832529269347,0.5953011008450669,1,8,8.727409878954917,0
Coursera,Pierre Harris,Digital Marketing,2024-09-09,2029-05-20,10e5acbfc63cf78c8f711f31315356bd7c406ea79da29d7217b51c086f428631,0.6143821697358709,478,0.7124251927002575,0.9343465673398147,0.9709387730168234,1,5,34.877502328099865,0
Yale University,Karen Rodriguez,UI/UX Design,2024-12-22,2029-01-10,4d223d50fd05e011fe626178a3a8267aa2d1019f707c412494eb7713d88d79b2,0.30470080474388034,374,0.7853211682187274,0.9145756940736431,0.8913780879942046,1,7,120.98879293055356,0
ETH Zurich,Carlos Hassan,UI/UX Design,2020-10-12,2025-01-21,951b6f11100161cc2feef35d0351b3c9fb956f51fb4e9fa3809e3231c98f1d8b,0.9473150738868487,1906,0.8569442841986507,0.8851030648562376,0.9033860319224307,1,6,0.8564824932539699,0
University of Toronto,James Harris,AI & Deep Learning,2025-12-09,2029-02-07,5749903ca6b1b11da5e72fdec21f8f257a793b822e81f74a240495d3c55b294f,0.9030565799894228,22,0.6804126724429731,0.9768992750338003,0.8083286559739066,1,6,4.629278281976676,0
Salesforce,David Kumar,DevOps Engineering,2024-07-30,2027-08-03,29539b6dbe46901f7b93198b3e87bb4f33b37bc626d5a65add4bc00dcc0f9567,0.6890825611334491,519,0.8042552938958395,0.9587130666406647,0.8355796155945989,1,4,10.529313022756684,0
ETH Zurich,Ana Thomas,Project Management Professional,2022-04-28,2023-08-06,28a83c96e6e1412fd451afb3dddcae98dcc0cf30b942d64d22072e83a2704fd6,0.9072939596206109,1343,0.8300672985802259,0.8432021350778968,0.9597755016761066,1,5,91.84309896774342,0
ETH Zurich,Arun Dubois,Full Stack Development,2020-07-10,2024-07-05,a25f18c4ae88493407a5a701c5970def5bb2d51cdafa3932d61edc4f2b8dacf9,0.7446361407506583,2000,0.9203415720826417,1.0,0.8311134181055394,1,5,1.0361285236573907,0
Yale University,Wei Johnson,Software Testing,2024-11-30,2029-02-01,20cd908f0d203dc4f5a6df5a6381dde0dc6d1946b1f5c1349c8133caca9923d9,0.920261790427811,396,0.7526874086888545,0.8571596496660211,0.8349879254143661,1,6,43.32923427946692,0
IIT Delhi,Pierre Mueller,Machine Learning Fundamentals,2022-10-09,2026-10-07,cf3ee06e31efb6074972e0fcde1e3995b948feaeff93f216e6b14432cacc8ce8,0.5782272956512614,1179,0.9790049506979955,0.9640775410994911,0.7604924638028371,1,5,25.216665390022722,0
Columbia University,Michael Tanaka,Natural Language Processing,2023-02-08,2025-01-02,eaeca98090e4cb7e322b90afd3405442b7122d0d0e3060fdca4cea514cbc9405,0.7081073359281544,1057,0.8816512382076732,0.8873503081521428,0.8233959201064116,1,10,23.02443970655203,0
Coursera,Priya Anderson,Software Testing,2025-01-19,2026-06-09,a6c5ff03a5e41a4ced514f9185c044eed3775b9d48478307faf1c65e0ff7b36d,0.8155182259491168,346,0.6152532125294387,0.9368297083250628,0.9401678379700417,0,2,18.877073780413205,0
DiplomaMill Online,Robert Dubois,Software Testing,2023-11-21,2027-12-12,4d41e8f9,0.1552,771,0.4,0.7521,0.0,0,0,6.91,1
Coursera,Wei Williams,Data Engineering,2022-01-08,2026-11-28,a2450e2f186c55f9e6c6b8699b0a991ecea08e8ee9aeddbc50c0a97419e0e396,0.6532566886890041,1453,0.76745847800563,0.8982403667646977,0.6990380499735726,1,5,13.721335413784333,0
TU Munich,Jennifer Patel,Cybersecurity Analyst,2021-11-10,2024-02-22,490a4dc1e65a2e96655b6c5273d429c20ee012aeb0b23721b3f9c6dee4b1aa7a,0.9250731962258919,1512,0.8763263809729416,1.0,0.8723188942523743,1,8,29.2302215723609,0
Microsoft,James Smith,Computer Vision,2020-10-26,2025-02-25,f8827ab24b96b6558eb16ca1bde3a89a9f6dfd4fc4a51da0b806cf7a1f57cc02,0.7499691963697501,1892,0.8801944450465139,0.9326350504474904,0.8936873099414416,1,4,22.96366675433851,0
University of Oxford,Patricia Williams,UI/UX Design,2020-05-06,2023-08-28,476ce3971b44f5b83d9a1a0f9f571fce41ec7e11643f6838d3fa37bdbe53ca55,0.7354766080787095,2065,0.8285576192711446,0.9195902866275966,0.7665306130808939,1,10,58.31339216296842,0
University of Oxford,Pierre Jones,Machine Learning Fundamentals,2020-09-27,2022-05-24,a8276bfe189fef6deb4b0a2510332ae781716cc7c752af2a9c12b99e69a766ca,0.9222951859131012,1921,0.6578653688144896,0.9363901405765847,0.9466130307401317,1,6,24.845544057638264,0
FakeUniversity123,Pierre Kim,Mobile App Development,2024-07-14,2026-06-06,6dc25d9759384e748bf9413698b286c8037cb695803a449e1179b7197d9640ea,0.0491,535,0.0333,0.6981,0.5,0,2,32.55,1
Google,Richard Anderson,Cloud Architecture,2022-06-20,2025-05-09,afb93c1843f47d3a614d0804d72396b822faea55170bdac2af244cfc1356e233,0.6111320584521507,1290,0.6834524321111971,0.8897792760934145,0.910593751996764,1,7,8.063522923570384,0
Columbia University,Ana Martin,UI/UX Design,2023-07-20,2025-07-08,875822cbab53ed0e84d5bd2bcc2b4c91faca7ae62281f660b1550027bb9f2861,0.8534448920411954,895,0.8916606514781317,0.9465098030552391,0.5570954011110236,1,8,3.4309866890006586,0
Yale University,Sophie Thomas,Machine Learning Fundamentals,2022-07-22,2024-11-27,8579bcf2b890b821eff16ef6da932922c81f3706a6321d78426a03f8460a0004,0.9293004132519326,1258,0.9158142263116992,0.9493732953942615,0.678040543075438,1,4,65.20476853694818,0
Oracle,Wei Santos,Mobile App Development,2024-01-12,2025-08-22,efdc90469f875eb60e04374e0b03d940151dd44c7dc3ec471ef287dc552f72c2,0.6510602140701696,719,0.9793100282429859,0.8856099001140959,0.7017430123918752,1,7,35.77294787456957,0
Coursera,David Hassan,IoT Development,2023-12-12,2026-02-15,aca7344bb19337e287178c6792ad806a30ed2e9ae93b143ec26b99cb9cdac9df,0.7801642412216041,750,0.7478455793298515,0.9504352557598019,0.9483750532663058,1,7,17.64908056297387,0
Columbia University,Jessica Harris,Software Testing,2025-04-20,2026-07-22,00c200b18dddecde1ab90b6eeb213947f75b39a4502c7251a98fe5ce8d5c327a,0.7862558927716082,255,0.8778355153048626,0.8930207532452624,0.7772828267034637,1,8,6.1201312978194515,0
Salesforce,David Harris,Project Management Professional,2023-12-12,2025-03-23,b5ffc97017a67efb1ebbac7759b5480488a2723345ad4234b8f345617881bec6,0.858799631567102,750,0.9243748803323867,0.9045377447343736,0.9810368879081323,1,7,70.71186409145898,0
Coursera,Mohammed Thompson,IoT Development,2022-11-09,2024-01-22,a55ffb7eeca62f285ed50ec22aec5fdbbd736b21a11dfdfc24a754038b78f7e6,0.6348124788414592,1148,0.9596963653171957,0.809929850114778,0.9489371441846618,1,9,37.36198385370155,0
Stanford University,William Kumar,Blockchain Development,2020-04-16,2024-01-01,c99705bcc7e6e87a577e383a3413327abe914ece618a5b0a7cf3d0c4ac84ca3e,0.7735811959759757,2085,0.9497479413679167,0.9677701399217278,0.9653275785690324,1,10,17.846725689613056,0
Cisco,Mary Jones,Network Engineering,2023-02-15,2027-07-24,0a85bf49247653348d2201b0698317e4ebd7232530d77796122adb5a871a247e,0.8823256377491232,1050,0.6276539304086446,1.0,0.8810406908911554,1,5,5.34716479002836,0
QuickCert Ltd,Patricia Santos,Data Engineering,2021-02-06,2025-05-02,816128de137db505f8aef4a5aa02169764695c0a9abc121a45112772ff8941bf,0.2734,1789,,0.6647,0.1585,0,3,174.26,1
ETH Zurich,Arun Santos,Database Administration,2021-10-02,2023-06-20,220a9c986ccd6f8bb02f8dcc3a66ab34697905ce2434085acd2a2e800ffe1a62,0.8372884749686035,1551,0.689154552348627,0.9163084623810237,0.8300003220147006,1,5,16.82780165486122,0
InstaDegree Corp,Joseph Jones,Cybersecurity Analyst,2022-04-19,2023-08-20,70b5d01cea0de4d75d2390c93u7948ebdd7405f3ed21fb5b3b2c1b7eeea1b2ae,0.1398,1352,0.0369,,0.0665,0,0,57.33,1
MIT,Linda Kim,Quantum Computing Basics,2024-05-18,2028-04-23,f7c4eddf070bf357d27f497f089027d72dab8a495bb831291c0a8bdf8fe5e564,0.8154162864614727,592,0.9336169249375121,0.9306898780053121,0.6616769964092358,1,6,28.651034837630384,0
edX,Karen Harris,Database Administration,2021-01-16,2025-01-21,8264fca9d270fe3caf140ac1b3358be5847d4c5236bf3f0d74afba75815fe6cf,0.8361514768236006,1810,0.9459228226937367,0.936074228292503,0.968383814363592,1,3,8.389747985586821,0
IBM,Sophie Patel,IoT Development,2020-02-19,2024-03-02,0b24d528fbabda78b8ce2fd2c5047f2b2ec34a4d2c9b8ee8ccb2fa1b11d40761,0.8658414676298665,2142,0.9970174272111781,0.9058678717061234,0.9243002836848324,1,4,28.089364767043136,0
University of Toronto,Jessica Thomas,Data Engineering,2025-12-13,2030-09-25,871d11a9133b310c0645c5031f980d84188a9c4fbc2c64bc6207c609c63a1080,0.6949217731123445,18,0.732239599545326,0.9366143771503012,0.7060308888101147,1,7,15.467287361394222,0
Yale University,Mary Harris,Network Engineering,2020-04-28,2023-11-08,c61d5d49bf075be6a6ca85439b9ffb7e860cd9e7ef215d707d44853a9b3831ed,0.9822355728480064,2073,0.7350848880490761,0.883093278109597,0.8640925654908631,1,6,6.570153358442764,0
University of Oxford,John Santos,Data Science Professional,2023-04-23,2026-12-19,40a704d942256e4e0b0e2e943945a430dc0c6bead0efcdedd4b7068521d7aecf,0.840145539381686,983,0.9525438634994756,0.9667508062072574,0.9148978846929885,1,6,16.30994503991655,0
Coursera,James Mueller,Network Engineering,2023-01-25,2024-09-30,8ff9820804d394c8671ebe357baba608c16c12ec0576b8d5c70953bcadaf9e22,0.882659389999769,1071,0.7132460924950356,0.8844693079605322,0.9163086595412602,1,7,56.8771593149707,0
ETH Zurich,Carlos Williams,Network Engineering,2025-06-10,2029-02-03,e701705e2120e805a9cdd155420ba3f2dc81ca6e18f993306724fb9b790ed5cb,0.7541933557682833,204,0.8283230300937283,0.9724324999637962,0.8255242067743295,1,7,4.956535583616823,0
Google,Sarah Rodriguez,Network Engineering,2022-09-09,2023-11-23,09157fcfc83abcb28db6aaec1c77eecb7ebb34b679fb283f1694d9c6980600fa,0.8402861569007443,1209,0.7182288542905334,0.9567431043129997,0.8563983119396604,1,8,9.099796618367202,0
PMI,Elizabeth Smith,Database Administration,2023-04-30,2027-01-07,89bfd1bf6c6270b68277c54d22f0db1b7050cc85cfcea8fbec9b722fa049a8db,0.45381681951723296,976,0.9722373965672073,0.8809884186460485,0.9875028592424516,1,6,13.482805974157603,0
PMI,Barbara Hassan,Cybersecurity Analyst,2021-05-16,2025-08-13,d14e8ade293136363b6f10dd686bc71dca6b8202636fb7e9658b6d2624e42602,0.7981097603019246,1690,0.6476983589173763,0.9348277579108947,0.7352191791918413,1,5,96.2839555739068,0
PMI,Elizabeth Harris,Database Administration,2021-01-09,2025-11-30,9b9734cf1daa5f13da83ec690d32a856d5050756e60aee6fbb90b54e3aa37b86,0.7571984141687151,1817,0.71493626983968,0.9272419178550365,0.9088457421533527,1,8,5.1399570741880956,0
Microsoft,Thomas Santos,Cybersecurity Analyst,2022-03-11,2024-03-26,3d3211a3a2605dcf33304909e5a19179be238870e982d8f9f0f2a759d63b4b9e,0.6592885492110805,1391,0.7870144588843992,0.9606365158372933,0.9340711787659365,1,9,43.47076939036179,0
NUS Singapore,Karen Santos,Data Science Professional,2021-07-12,2024-05-30,23899b1221e3c73eb77eb7bad5cdd51b4c6c9fe30612035598a1a4f4e0eedf8a,0.7964999315962773,1633,0.8939158441855954,1.0,0.7605512773826326,1,5,18.711857200465438,0
Adobe,Joseph Thompson,AI & Deep Learning,2023-04-13,2026-07-01,0283fd24407dab38ec2f5cdfc88fcc7534759426065744fcfedb25a6c5a24a0c,0.962834523125402,993,0.5692813879670184,0.9629621958176046,0.7755172805948378,1,4,46.113402329146126,0
IBM,Carlos Jones,Cloud Architecture,2023-02-13,2026-10-05,a335b87628ead3be43b5290466c932de991018d3becbe71e3eb17e96c9a632c3,0.7989369005046197,1052,0.9290116141011889,0.8552386987228463,0.8557864977149543,1,8,6.244118017827045,0
Google,Yuki Kim,Blockchain Development,2025-09-12,2028-02-25,4636f5f5d3ae7a844e93f44137927e7ba8460fcb3ecf049efa3853616401bdd6,0.8835019697137969,110,0.9091796690384262,0.8874050203062479,0.8829588338159111,1,6,16.76632751884954,0
AWS,Ana Wang,Data Engineering,2025-01-30,2028-08-15,f7fefbfe5c8da61af5e583c633520e3d86fe743f896773533e8145c377bf5052,0.7762311850931146,335,0.7093100971322295,0.973846283625224,0.7926397579848538,1,6,4.09787348635166,0
AWS,Jennifer Patel,Robotics Engineering,2023-04-11,2026-03-26,f753c1d4c0a7140188c80c539e0ef5ac84e8b29a223d6237e1068e88be9ccf18,0.7014014168552319,995,0.8704333458496231,0.8977610218456467,0.894636344972644,1,8,56.125119857274974,0
AWS,David Ali,Network Engineering,2023-10-01,2027-10-31,ba953dba795a9b742470ff37ffb0d101cbd6ddbf9fe50fbefbea49bc3a0e460b,0.5448045985325406,822,0.7221486674419227,,0.9072317539815087,1,9,50.91521143505777,0
NUS Singapore,Susan Thomas,Data Science Professional,2023-11-21,2028-08-25,b1a37ae0531b2a67bb7c10f66af523289c45c92807aa779dae9a509824e6a1b2,0.8426631060208248,771,0.585040890604751,0.9275138085082769,0.8671341591455511,1,5,5.561271091161119,0
IBM,Patricia Jones,Blockchain Development,2020-09-29,2021-12-20,4b7e59f04db44139080d481b5a0ba93e589e2e4e8670ff6710e4c8454267fa8d,0.9448114780863035,1919,0.7960709156931425,0.9216552910368119,0.7119664983720433,1,4,6.701849597025875,0
Microsoft,Priya Taylor,Quantum Computing Basics,2025-12-12,2029-06-29,9cc470ec676a3562f09d295be1bea6c788ddd2a4a41b5e99f3db9b1267171486,0.7513947596209889,19,0.7098558615783563,0.8197298933757393,0.5593860646021216,1,5,41.40211962931518,0
ETH Zurich,Sarah Smith,Data Science Professional,2025-08-06,2029-11-20,830fd09f15b92dbd552d7d2fb038518905f0ef485690f1c8b990f1295ebe799a,0.8102389762428243,147,0.6014894016747434,0.8858111987253059,0.8388336736062723,1,6,17.495622105791906,0
AWS,Linda Rossi,UI/UX Design,2020-07-25,2025-07-13,0f37cf5a5ee009ee56715f787df9858d91014518be839aeebece7e8fc18fdbbf,0.1419,1985,0.2264,0.6431,0.157,0,1,31.5,1
Adobe,James Garcia,Network Engineering,2022-08-30,2025-02-28,803996fdb32dde4d21a53c396a8050f5316b5a729a251d6d96383bfedd710077,0.9462427157240716,1219,0.8200692174471462,0.9050732738346569,0.6737688523891958,1,8,41.972002384796085,0
MIT,Michael Thompson,Full Stack Development,2022-01-31,2026-04-19,fac7831586b8665e9e7183bc265b2761b4b6fbc6524049ce064555d689233e7c,0.8803291144551639,1430,0.8834016424241072,0.8870740253600351,0.9563364420235124,1,6,19.02009745999146,0
Yale University,William White,IoT Development,2025-01-12,2029-11-20,3a868b6621efae005588dc52f1c55912bb1add2bfb4f7dfd6fbc0630864f6844,0.8447331538012933,353,0.8386358440732418,0.9664139470404776,0.8314886953489835,1,6,10.459939408959984,0
QuickCert Ltd,Ana Rossi,Big Data Analytics,2026-10-23,2028-02-07,7fe1b327c73a92a200f823e51b44249e775babffae3c03ab651da4c8e9f53a9d,0.5296,-296,0.2177,0.5101,0.055,0,4,28.6,1
Adobe,Michael Rodriguez,Digital Marketing,2024-07-20,2028-10-06,560570019330f2c168e2b0d0eb149153d884c6f030d370023f303534ecb0032d,0.6507664621799111,529,0.9540679469387946,0.934212898438867,0.7897721259340078,1,3,5.105524616697004,0
edX,John Taylor,Agile Methodology,2022-07-14,2024-02-26,e861e27fc04e8c9c59842ad0c25dbfac4613e2708ea9a3ae0ec87e9d1752de7b,0.7925066584527137,1266,0.9485391603687902,0.9511130711181502,,1,6,11.627414662505027,0
Johns Hopkins University,Richard Wang,Cloud Architecture,2022-04-15,2027-03-06,1fd604fd1703be9e244c08fa2bc4ece5de4944b2ebeba897bf24a7d42fe8d8c6,0.8539204126641224,1356,0.6526154852996182,0.8517899345642086,0.9558295406729581,1,6,21.097067666568343,0
PMI,Karen Garcia,Cybersecurity Analyst,2024-09-17,2029-04-25,7801dc07a825da833393b0a97a518ac63a268e148c125b593253507ac2c7d6fe,0.6849355341251644,470,0.549055900516697,0.9450769204060326,0.6495984190090295,1,3,2.740072971090464,0
Adobe,Arun Smith,Robotics Engineering,2023-12-29,2025-04-04,a9a30890b334e2d90aaa30830a391ec1852c9446db55704ccc975b7824d2befa,0.8276972153000242,733,0.7865695802541409,0.8593735488944867,0.8648430154927487,1,4,31.39491275125404,0
PMI,David White,Machine Learning Fundamentals,2022-12-08,2025-03-13,62be6c3d3626a0ffcb0d8a7169d3c968e1443c254bf215a028862ce72f3c95c6,0.9623763255866989,1119,0.7892841948251912,0.9387348202025809,0.8245042985108691,0,8,1.960765484709022,0
Yale University,Fatima Johnson,Agile Methodology,2023-05-21,2025-06-14,2a90abbacc0219999966d59fc373a636ae9d09617246d573016cfd01e3783011,0.8824815764787175,955,0.8986536830422627,0.9997941552647056,0.8744577930152734,1,6,5.754330175398723,0
Oracle,Yuki Martin,Quantum Computing Basics,2020-09-23,2025-03-04,e81f480993090145fa2bef7415625d1c0d845fa7bcf48172f53d87457db1b6e9,0.9516094942040583,1925,0.9007857285518621,0.9677209142827299,0.9724588155172363,1,8,2.3006493581688323,0
Cisco,Carlos Santos,Natural Language Processing,2023-02-25,2024-10-13,f3f6cbcbf0addbacde3fe13924a4bdb3758e3d0477b670dbd05b395a28f09d35,0.734583799391173,1040,0.6644563846890816,0.9498584427639586,0.9952600719809787,1,5,33.987962905220755,0
TU Munich,Karen Dubois,Network Engineering,2020-08-10,2022-01-19,4ed1e5840abbda75fe311b9be4b69538e1d46073522d7b6a95b7c34cd7cda883,0.8299634580376881,1969,0.6541732810343123,0.8609806347195843,0.820242106900589,1,7,8.44614488487072,0
NUS Singapore,Michael Smith,Full Stack Development,2024-11-08,2028-08-10,ddc797b88425418201ba68aa07a4fb14b612681573acebf02bd9214a852255f5,0.755710744081954,418,0.8913596463804769,1.0,0.8816237771012134,1,7,40.07215757432604,0
IBM,Arun Kim,Project Management Professional,2021-03-20,2025-03-28,d7f5deef755cff04946ef8552d8afacfd72532176372433071f1ad9f5afc7209,0.7359510038208267,1747,0.7318734532328067,0.8864601771456025,0.7402726974648723,1,5,11.012192245968189,0
NUS Singapore,Joseph Ali,UI/UX Design,2021-01-30,2025-01-14,f8806ea1e263e91583e3293e7de548b008d0b2374762b12a152a8237dc047ca5,0.7607061665807014,1796,0.760466098807148,0.916501477772446,0.8666438017092299,1,11,86.57238691995872,0
MIT,Jessica Johnson,Cloud Architecture,2024-11-11,2027-02-28,003b004337adefc704677b86540fcc8dcd963166f406a5c7b9188e4d5860379e,0.2969,415,0.2704,0.5417,0.0445,0,0,12.38,1
IIT Delhi,David Santos,Data Science Professional,2021-12-19,2023-03-19,7eb61dbb5d1319d62d2329fed966afc7e52446738cd733fbc7c1581b2100c8ab,0.6479776431529631,1473,0.5829823308437402,0.9273007182354549,0.9596169203472492,1,5,64.0604770918512,0
AWS,Ana Santos,Business Analytics,2023-02-20,2024-04-09,9b16025276aeeb96d3515a347171ee86600318775ed121e6f3cae801b58c5d08,0.738033818818903,1045,0.8437019910364729,0.9502894360834047,0.7454363244874141,1,6,5.681406635592445,0
AWS,David Smith,Cloud Architecture,2022-08-22,2024-01-07,37462df500e4cfb4a6aeb3665a5946bf483b738b223a9ffa0f4c80faf284e250,0.7531227764516638,1227,0.6542861412822492,0.9212232160045918,0.6380316405333979,1,8,0.4245223495150693,0
Cambridge University,Joseph Garcia,Quantum Computing Basics,2024-09-20,2029-03-30,f93d66ca6f124dc4d8c2c8606b5d3cfbbdc234f68a97e2b95975347ff0ceaf1c,0.9420450237940692,467,0.6715643492771943,0.9120654557908533,0.8840445404681254,1,5,59.11850875017764,0
Harvard University,Sarah Kumar,Software Testing,2020-11-08,2022-09-21,cc0d4766013973c645117556d9438c0500440b87e533a9229cf674997723fc42,0.7636120152898332,1879,0.9286432763219351,0.8770873767789731,0.726509639905274,1,10,14.030736354208187,0
Yale University,Joseph Taylor,Software Testing,2022-07-30,2023-12-06,28793bcd97fea2e8f016c13a122ddf72227c5e42d3be0153dd1e29b1903c1844,0.7482048683208965,1250,0.9494448969846355,0.9517630100717668,0.872701063407988,1,5,3.2255994613112513,0
CompTIA,Mary Taylor,UI/UX Design,2022-12-03,2026-05-11,1a525410bf012d0c40ca1fd90e206723f85767c3fab2a8e804e166b0a1f1f634,0.8380883641530475,1124,0.890484365645596,0.9337704152370472,0.7416092236475453,1,9,15.493686432430433,0
edX,Susan Garcia,Business Analytics,2021-02-14,2022-05-14,812ce97290ef255c4a8e97fb325acd92f491ae18b8e7830a5a5311375547ed9f,0.7690640117928049,1781,0.8965468902342051,0.921720342876334,0.682689098788825,1,7,52.61198858236951,0
TU Munich,Priya Jones,Robotics Engineering,2022-05-02,2024-11-28,c0a41e0db28687f29ba3b2375140f41e150b7827c620ec8c749caf51e5e3647c,0.8039347809159452,1339,0.7647012581120833,0.8608056680966376,,1,7,9.6617068876135,0
IIT Delhi,Pierre Smith,UI/UX Design,2025-04-07,2026-11-09,e4322144b6c330b360e6aa4f60a7421a561f132e9ef8ce62696ddd8ee1e28b91,0.5658369151115727,268,0.9619059999557008,0.9462316390403601,0.8373824326403335,1,5,20.011869228900217,0
MIT,Christopher Patel,AI & Deep Learning,2023-05-25,2025-03-23,9d00456b0efe8834dbcd7348ec8551f9c51cd54cbb82ad736829757ce497deab,0.846546173799881,951,0.9823965633556946,1.0,0.9522666954718801,1,5,30.43787814940994,0
Johns Hopkins University,Linda Garcia,Full Stack Development,2021-09-08,2024-05-11,5164d98bf70e2e633abc7b672745e5b8746fe19dfea8fb7ec8bde6f189c86484,0.8609677262672822,1575,0.9613144013140522,0.9215697932766389,0.9619013647031565,1,9,44.70336466060679,0
CompTIA,Joseph Patel,IoT Development,2022-04-16,2024-05-01,3dccc2b04f06e9c753551371688f1831af55c79951dffe68a3bd3ff71945dafa,0.8611420164363368,1355,0.9903143724552613,0.7977964634869044,0.9651127212401898,1,9,59.66502852493703,0
CompTIA,Fatima Rossi,Machine Learning Fundamentals,2022-12-25,2027-05-28,c8c55d58b4e2d2f8dc0f953a9f7a3113a9dc6c19cffbc3b13bf95dfdd0f9757f,0.6734807857529674,1102,0.8299524852643136,0.8877202067232799,0.8301394010592856,1,5,143.59813067439313,0
Cisco,Mohammed Thompson,Digital Marketing,2024-04-20,2027-04-14,3b3d9cb2b8622448c5fa106404d674f0743ce8fc12a193550b55821636e07d3a,0.9576279291897422,620,0.8867008107463243,0.8206784340439958,0.723684867010944,1,5,1.8846293456597027,0
ETH Zurich,Christopher Martin,Project Management Professional,2020-02-28,2021-12-02,4ea2d03baa9399a3cbf4dffcee87d0daff18e1047a7521194880044b331ed965,0.8448117484586465,2133,0.6912302969661195,0.8089549631278666,0.8966091359881071,1,2,27.57119498773844,0
PMI,Michael Kumar,Quantum Computing Basics,2022-05-20,2024-03-14,d15d8b8a414ffa1a42815c02b5508e6d76a4cceb91bbcc149abf7c773106bad6,0.8585724624185199,1321,0.6279517201944966,0.9134148851553426,,1,6,57.005469989346025,0
edX,Jennifer Thompson,Network Engineering,2025-10-05,2029-06-08,7b7e77d4ec5ec0620bf69a133b2f99f5aa489e81999be4b1f477e3579f802852,0.5736756207851337,87,0.7136822050025838,0.8662531922598657,0.967630397996574,1,5,7.521568499280741,0
Stanford University,James Thomas,Full Stack Development,2023-05-05,2025-11-09,94166753f9c4a676a43b890e1907e2a1cd89f87daeac7dd1c5edb4ca526111db,0.0305,971,0.093,0.7628,0.35,0,0,25.85,1
CompTIA,James Mueller,Computer Vision,2023-05-06,2025-05-02,935a882b03f6ee23854c45b12e4b32cbf078aa05aa09426068e104e28a03f601,0.783715074284229,970,0.8242690191790975,0.9229164185781872,0.9636825292448504,1,4,15.27078889345289,0
Cambridge University,Joseph Kumar,AI & Deep Learning,2023-05-03,2025-10-12,f9c5a07f8beeb37a0454befac8a485fd90d29c1a2d3506e0d7deb722ebf2114c,0.950078724690192,973,0.5804822359685786,0.8960801732074922,0.9122186483823955,1,3,66.12855754335047,0
Microsoft,Ana Taylor,Data Engineering,2020-05-02,2022-09-24,a368fd5a469b6101509411cdd034084f19c2db38e56eb368e79c44d236ffd97d,0.7132435756507307,2069,0.9788029891208225,1.0,0.9334358399170075,1,8,60.67269899544064,0
ETH Zurich,William Johnson,Robotics Engineering,2025-07-28,2030-05-23,4efcef790f871b4ac90ff569a8fb6ee70a98494f3d38535b0cd9f14092a4a3be,0.7461383940053865,156,0.9444235859165322,0.8799323859326528,0.8308182900981009,1,9,26.149094919834237,0
Salesforce,Jennifer Thompson,Natural Language Processing,2022-12-09,2027-06-11,85f40905903dd3fbbec65db58e418c74af0e047e8dd73324a70e7e82aa53dd0e,0.9175275367284504,1118,0.8148130104357711,0.9079074231065178,0.9405128688650309,1,5,14.962040771035037,0
AWS,Sophie Martin,Blockchain Development,2025-04-19,2027-04-03,4cda5524b01398fe0d4d7ab380d9bb02e3e5568c518247047b5a191e7f7fc645,0.866089250577441,256,0.4756079485421993,0.9546513271494221,0.9142727425046724,1,8,40.99521920318949,0
Salesforce,Patricia Jackson,Natural Language Processing,2021-01-18,2026-01-06,1018a096e305cedf489f17f5e306837c49a59b67e3efd296db1c7d3d72065b4b,0.5300658159331312,1808,0.9189130197646753,0.9028487017746624,0.9013129170105854,1,9,18.360253721706044,0
Coursera,Linda Rossi,Network Engineering,2021-03-04,2023-03-31,5770f9cc5339b31ab45a66198fa19731b61c30e317d204e3e26c8b99fee67a27,0.8240685144314221,1763,0.9798123302965556,0.8328250191446612,0.7009765833019881,1,6,2.444744906588186,0
Stanford University,Michael Taylor,Mobile App Development,2021-07-26,2023-08-21,a5a7fba2aeef7d445a038cab06b71dc4c5be2a673528c418aa1b6683e626b988,0.8584730635586622,1619,0.8928239075573501,0.9206784405742892,0.6382757872437586,1,6,161.91460255139756,0
University of Toronto,Robert Mueller,Cloud Architecture,2020-08-19,2021-10-17,d2d0ba47b9925643a625e738d8ce4ff0223e549bd2b300f4e1acc917b832ec93,0.9366045227699994,1960,0.9483005199449644,0.9004118896118155,0.9544393544768632,1,5,26.91532137408973,0
Microsoft,Patricia Thomas,Project Management Professional,2020-12-14,2024-08-18,f57bfd5e1b24f2a9394922cf58ab97acdc5016d855403a7f62f9b6e554e37abb,0.9700687127519778,1843,0.7759483427019699,1.0,0.9244797150608394,1,7,20.255221419840158,0
Columbia University,Carlos Ali,AI & Deep Learning,2021-07-24,2025-06-18,5421b7cef7a99c45cedd566c7feed912b98dd27d8c21cacdff8b12f4241f80ab,0.8798530591329285,1621,0.7160529273589549,0.8450222546237827,0.8484528111402729,1,6,17.16169557000579,0
Oracle,Susan Rodriguez,Cloud Architecture,2022-07-08,2026-02-22,f38adc607421cfbab174479b257888f6ee22bfa5b3dbfb807bb0e27aa69d65b3,0.8991535762662812,1272,0.9851330007862957,0.8727449746833746,0.8773841383956312,1,10,60.80101332326794,0
IBM,Fatima Rodriguez,IoT Development,2025-06-12,2027-03-23,c907eb92532a9086d1d3963d667b087c77c3787b9d5d816f865a70eb5c1d1eaf,0.9102557480503717,202,0.9659343101463465,0.8826536345744058,0.905953783911271,1,11,1.9544133058612334,0
IBM,Wei Hassan,Agile Methodology,2022-12-24,2026-11-18,aa0af9e1ebeae4cee93a944df85eabeb9c71b4b0759391ab992d9e5af04b412d,0.8581500410176063,1103,0.8776181927402261,0.8577982302291003,0.9527358525341028,1,5,68.34882803850311,0
ETH Zurich,Sophie White,Business Analytics,2022-12-30,2025-01-15,0c93696d4407e84daed4dcc6138dbf36874ac5fd6e9dab0de0af526f0e966783,0.7907383415624137,1097,0.8835809193342782,0.9805072618238115,0.9329635809695211,1,4,13.043171775426277,0
Oracle,Sarah Santos,Project Management Professional,2021-06-23,2022-06-24,596670ed403f41a6eb304930aebfc1c90d0f7244ac403df8a57e770def1be847,0.7991062149583147,1652,0.6129757280756556,0.8997577232985146,0.8561510173567236,1,5,61.77872954197137,0
FakeUniversity123,Karen Patel,Cybersecurity Analyst,2025-06-06,2028-05-08,f629ee8ebee8ccb1483c587cab177b42b4b1224eebfb8f64e0496324709dee90,0.2901,208,0.2489,0.8668,0.0541,1,0,9.85,1
CompTIA,Mohammed Dubois,Cybersecurity Analyst,2023-06-05,2027-03-09,73b2a691e08f585f8eefad2318826e4a259162c34fb1e9b71d853b95b6f8ea06,0.9014077014919294,940,0.8081710567788356,0.8780356573621305,0.8305872907611987,1,2,1.6916751773387135,0
Adobe,Michael Brown,Agile Methodology,2022-04-18,2026-12-04,8efb7f2c9742b225d7f0518b67b6dbb03261bee2de04178cc789059a66035cf5,0.9716676021795077,1353,0.7798814715436353,0.9023174762402515,0.8005810217522236,1,5,35.21585029086737,0
University of Oxford,Arun Ali,Computer Vision,2020-12-23,2022-07-04,a85743778331f1f50c7452d96ccc83903375e584261c0db33625061eff17f891,0.6866560646937259,1834,0.6178940131945101,0.9462356182353044,0.8785077229678608,1,8,2.5628730544544256,0
Harvard University,John Tanaka,Quantum Computing Basics,2021-09-02,2024-06-19,ebff8c13bc7231e0fb081de86b9fb0784ff4714d3f51c98a72599da2237f79b5,0.6679290652974662,1581,0.8519171775054627,0.905199529483174,0.9349853961657314,1,7,25.364226790998856,0
PMI,Fatima Wang,AI & Deep Learning,2022-02-05,2024-10-30,a8603e2e69035470e8167f63fe8d36581610e29e4c455f5a7c0be897573aa4ca,0.8708876701461538,1425,0.8650767627901783,0.9035079711695826,0.8829242384392502,1,5,22.52761629188831,0
TU Munich,Elizabeth Patel,Mobile App Development,2025-12-13,2028-09-12,9c74d7240dd70c9756fcc8d8af8b67585623cee1f0ad057bcd70161849fe8efa,0.9442744094932878,18,0.6571546330219216,0.8622513929088508,0.8678013890466563,1,6,5.707523783437816,0
IBM,Richard Mueller,Cybersecurity Analyst,2020-07-04,2024-01-29,82a3d1472011a55899cdef04961c0b6a49cf3540c98ce90b2ba2fe6b65b43ccd,0.9507229909675614,2006,0.705209014718468,0.8780683250618484,0.8923632796764457,0,7,49.373724027699815,0
CompTIA,David Davis,Business Analytics,2022-08-28,2024-08-06,8826a895aa89d4eb228346b1bd024fd9e274ea38c8e3e5fd13fc632d0ce10772,0.7802922975963522,1221,0.8617882316382288,0.9160276055154027,0.8273295676981649,1,8,69.95804892161378,0
Oracle,Sophie Brown,Robotics Engineering,2023-03-24,2024-03-26,7d7eeaf984861f6e08484bf7f183f39647a3f5bbd1d4ff36e450724b6912c628,0.6566760340975645,1013,0.8658705401293146,0.8988482530095024,0.8424562500094541,1,4,3.7671198794484244,0
Salesforce,John Dubois,Database Administration,2022-01-24,2025-03-06,0fb9552faa2cdbada8a5d6741aecfcf4904cda93ba194ec9afd527e613a58dc2,0.6998007925510149,1437,0.39054926109585025,0.9805956551168407,0.8791379395262878,1,7,3.478607014223761,0
IIT Delhi,Christopher Chen,Data Science Professional,2021-05-10,2025-06-11,c6e670ef0812337bb5278a517e5080306aa19667021b415d9fc6633ddff370cd,0.9000827756915413,1696,0.790062700270553,0.8910108318183041,0.8966175126204493,1,6,5.922378536068414,0
IIT Delhi,Richard Hassan,DevOps Engineering,2020-11-13,2024-06-01,fc40aa17e87dbe957315940784600b6a73435ffeb65c0e0fb5396edce5de9504,0.8567764761479176,1874,0.5334375588788609,1.0,0.9391914403798206,0,7,29.398091427244452,0
Cambridge University,Carlos Kumar,Agile Methodology,2023-02-28,2026-09-28,d9f20824d4ed878a3215d38cba6481671739c525ddb630db7debf79573dce373,0.5848225499596112,1037,0.8966481837420146,0.8788890173431434,0.8852599006555666,1,6,1.1178642782765307,0
Coursera,Yuki Rossi,Business Analytics,2021-07-26,2022-10-09,fe5ebb09e34a3df818d0a3c8c83061de4ae9ad268c98e75e1fec10c9fcf6102d,0.737771975555588,1619,0.8558795905795147,0.8520440981254551,0.8434297097973193,1,9,43.996623352804185,0
University of Toronto,Mary Wang,UI/UX Design,2025-06-30,2027-03-09,8c65bb8f793df38860739847e771565975a961560e3b78e8403bec15dc04c857,0.9771583289033638,184,0.8343320108468512,0.9436815605037628,0.8741767484324854,1,6,41.858009412305385,0
AWS,Arun Rossi,Network Engineering,2022-12-14,2027-04-23,561e7541b2b2d2b796d23092768ced653e72c7b0434d865ad8f6eba1b442461b,0.8441814926091594,1113,,0.9097447586461496,0.8365476630715046,1,8,12.814103983714983,0
Cambridge University,Carlos Smith,Digital Marketing,2023-12-16,2028-06-29,2ba09d6c6237b31440ec31bd4687c7fd94cb6a3a0039c66120aac1e6ae52d4f6,0.8603470134667619,746,0.681648812449204,0.9228950401958245,0.854302905772485,1,13,12.011355300208285,0
CompTIA,Thomas Hassan,Computer Vision,2021-04-08,2025-05-06,d71e1d7f1d27138e1f1ba39952922eb231355e5eaee540e1bb7b9d9aa11bc457,0.741716554705957,1728,0.7927431729366284,0.9863085458966817,0.9100349052257644,1,5,17.100953505835292,0
Cisco,Pierre Johnson,Agile Methodology,2020-09-02,2023-03-13,b0bb55b9a5c6d3606c8e199a51a6634c34ed81769f033ffafc13708815fa1916,0.6974926345616675,1946,0.8139911807601795,0.9472535634457361,0.9809655476656068,1,4,18.877533902135326,0
IIT Delhi,Karen Garcia,Database Administration,2021-11-10,2026-04-28,39c7d828584ccdd58a30a968934f8dc8e16fda5e3bb226d48a2e9041632aaeeb,0.7627037265595026,1512,0.7207832594015928,0.9916806959527182,0.8517693153691368,1,6,25.369555012063817,0
IBM,Susan Tanaka,Data Engineering,2025-08-24,2028-07-04,9edb96747faefa544462aa3f87c172227f3142cdf876122c23cc7606cd5b6352,0.9047399622715218,129,0.9046754419764859,0.918613038986062,0.9435627236283077,1,4,87.1790736356707,0
NUS Singapore,Mary Kim,Cloud Architecture,2020-07-04,2023-10-12,b946ccc8135c15374b82b766f480d18a5fda61f812511827983c4dcb8976daf3,0.8964484445747334,2006,0.7828913844189451,1.0,0.5021116436386664,1,4,9.960487510348212,0
CompTIA,Yuki Williams,AI & Deep Learning,2021-10-04,2024-07-11,2424130287091b23c2679adbd5fe86b945551400c7fefbb0ad22a66549e6ffbe,0.8862270325498612,1549,0.8357543556405437,0.8706946449840675,0.6696648618599604,0,8,7.515804811027503,0
InstaDegree Corp,Thomas Garcia,Data Engineering,2026-08-24,2029-07-18,f369d280d8d7f3f5aab13020a7a65dda8e727ebb9cf78eb1ab805ad0d3ce677b,0.0704,-236,0.1829,0.5997,0.1771,0,2,115.49,1
CompTIA,William Jones,Agile Methodology,2023-03-18,2027-12-16,a499218e95aa44afc5be2066e4b7a94c614d04dcf7f1cbd7867a5c26e0e7d8cd,0.743360068279685,1019,0.9953754883656759,0.9548763519185354,0.6757441540983458,1,3,32.36270791626059,0
Microsoft,Yuki Rodriguez,Big Data Analytics,2024-11-14,2026-08-25,a6b1030db2a884f096c472572bb4f7f284769757e328766946b9a10b9c701061,0.9249666393907121,412,0.6769502127197591,1.0,0.8541743888613208,1,6,0.6956455798014614,0
AWS,Pierre Kumar,IoT Development,2022-07-27,2024-05-16,9abfb07857c83e1251dd2c9d92122705b536908930b3bb8ac6fb9b93bfd1e9f9,0.8498619989507001,1253,0.6706352515200636,0.8853151173660118,0.8587728910171756,1,6,20.919807146847056,0
AWS,Carlos Thomas,Digital Marketing,2020-06-15,2022-08-19,de6a1f55900d07faf6caa7725692ccbb43bf6bb06096e1d5c5572f43baa24032,0.9056637579582634,2025,0.9480956319338181,0.8558535271167937,0.6129477267584692,1,7,8.023732041282837,0
Cambridge University,Linda White,Quantum Computing Basics,2023-09-02,2025-03-19,878b8a98144efba016882efaa6ea7d82fd6a8c06b79253de0381d6f12dc81603,0.9435473061385053,851,0.8310180992668551,0.8598517316430969,0.920234734281475,1,4,6.288209131566423,0
PMI,David Ali,Big Data Analytics,2022-02-16,2026-03-11,32084c1e4930bad5b139e2bad72e105086702de10bb77bb7f8279c62994efd60,0.6152930246555034,1414,0.9588494916540089,0.8511479579935738,0.7767879767474589,1,7,29.808632024209565,0
QuickCert Ltd,Sophie Jackson,AI & Deep Learning,2020-10-08,2021-05-31,0b51ae2b02e4ae7d5855b78beb524bffa483f5ce24d8821f2394ecffd43a79fa,0.0199,1910,0.1837,0.5816,0.0254,0,3,74.46,1
Coursera,Richard Martinez,DevOps Engineering,2023-05-01,2025-12-04,38a6968e2bcbc3a56d58edfd7290485fceeafd61e01de071643a167cacf01038,0.7897358560769263,975,0.857836833813435,0.9420638558364289,0.9323805424657093,1,4,14.683147119859829,0
Udemy,Mohammed Hassan,Database Administration,2022-12-04,2025-01-01,ad8bb4851acee22bfe43ac9fadf61a8537f08f0d99f1a4c7f69a55e0f66c709b,0.8024804715010172,1123,0.8929822743901281,0.8879064424946098,0.9054668115065826,1,7,41.7334823087269,0
Google,Priya Wang,Robotics Engineering,2024-04-02,2027-09-15,a4d61857e5a56d4382b3f54985c5522d74c51d78d52dd50f36545b29ebcec4a2,0.8891376916406326,638,0.9060499262621015,0.9441150639810947,0.8241092114748458,1,3,3.327734870404304,0
IIT Delhi,Pierre Mueller,Natural Language Processing,2025-02-27,2027-09-10,a765789e16edb1777f54c75dd56b1676cf611ed76a96098063af40369a659880,0.8074941922997834,307,0.6888286958110761,0.8410937520396712,0.8660305815641315,1,8,92.19720652158624,0
Cambridge University,Elizabeth Hassan,Machine Learning Fundamentals,2024-06-19,2028-12-23,4ed69fd7f98c9d87d503cb5b3f36e918d5edc69234743bb31337fd4bbe356cdc,0.8084510749471299,560,0.8235824200851287,0.9675525113828617,0.8281971791112528,1,6,0.6030140404992897,0
Yale University,John Davis,Quantum Computing Basics,2022-05-23,2026-09-07,d9a5dc720f46783c3d69002c3a9f25ecfb7062b52207e20de68ce4d8e4b88457,0.7827469452328906,1318,0.6525003611137917,0.9403233796238959,0.9604156136766195,1,4,203.57198667688894,0
CertForge Academy,Patricia Thomas,Computer Vision,2020-01-28,2024-05-05,1d244a409af5c9dd8d5e8b5a2a4776eb5f7b7ebc6b7875ca2beff6d1b1f78056,0.0633,2164,0.5817,0.8811,0.4591,1,0,2.68,1
Harvard University,Michael Wang,Quantum Computing Basics,2024-01-24,2025-04-08,56290306834498d094fa0e03f1b540ffa6155cafa972c81b46a3b032c196d513,0.7149745515191526,707,0.7375298987709779,0.8248510097104028,0.4427034407600352,1,6,13.304824618970937,0
PMI,Arun Kim,Digital Marketing,2020-12-13,2023-04-30,316918f460cff20f5305884c7a627225a3a87df3935102b2a82a7dd6d01c1634,0.7372858020213661,1844,0.9408531622471736,0.832792812826542,0.6704961025830387,1,3,84.09714539232291,0
edX,Pierre Santos,Full Stack Development,2025-01-01,2028-12-06,30813fa0f21ba40b1c3048ced524f584934b2d4be7ae633b36b03fdabc2196d5,0.9482769289670218,364,0.908631783787901,0.9124960939376318,0.8769619001019101,1,10,31.096970905029693,0
University of Toronto,Elizabeth Patel,Mobile App Development,2024-10-11,2029-08-10,48a5605a28480227949a881737827b6e579947f18173722716564f00f1213e64,0.8115907807686599,446,0.9612892265458539,0.8943330470522236,0.6875804773381867,1,8,36.49652833927833,0
Cambridge University,Elizabeth White,Blockchain Development,2022-07-09,2025-10-07,7f9ba5df52ac9638d117686a0b93c43bf10f26ad081782d270d55255a4d392ef,0.8087666702624483,1271,0.7493415307808597,0.8861566881261037,0.955875615891312,1,2,9.059291771641648,0
Microsoft,Mary Garcia,Project Management Professional,2020-11-06,2023-04-24,004234cd1306563cd7a26aaec4e7459a9c16a8314e57271fe6c1ecc4c713b290,0.9404558182910568,1881,0.9557425842952615,0.9561975747283803,0.7964093458149732,1,5,19.073577435685248,0
Cambridge University,Sarah Williams,Project Management Professional,2021-09-06,2022-11-11,7f88057ec58192c715662dd46036d162bada77129891cff1f22e20cfaaf6361f,0.782527219470657,1577,0.9867278299932939,0.8681014761918169,0.6685994452470867,1,11,1.2716097566849458,0
edX,Joseph Rossi,Database Administration,2021-11-29,2024-06-08,5961cd543bba9f93c4f3571560ce6c132bfbe247a02d890f192d6cac15b24aea,0.9556043758390275,1493,0.8903214260696278,0.8086462531201404,0.7881856294401858,1,5,1.9863112804302867,0
DiplomaMill Online,Thomas Mueller,Full Stack Development,2020-02-15,2020-09-02,e42713223e02b5770382edcae9a6074766fe7ab41232567e9164aa7e1d4cfc65,0.1694,2146,0.1833,0.7649,0.301,0,0,30.19,1
Google,James Santos,Network Engineering,2025-09-15,2030-07-04,9447c558434488fa94b3f6ba229f795b3f1bf5527759fdc091fd2c0be5bf90be,0.9535563681210646,107,0.7485085373110386,0.9295177476792817,0.9408308960171362,1,5,70.29244269626079,0
TU Munich,Ana Thompson,Agile Methodology,2020-07-13,2023-03-18,38119a64bc4a3f59a74a375705f24675f1a7a354df2fb73765e798293d593c84,0.8100176766685826,1997,0.5741964912217115,0.9640212345028362,0.8617001056828661,1,5,94.39735162043556,0
IBM,Pierre Harris,Data Engineering,2021-10-19,2024-11-07,0fac1ef6fa14b11fce146138221dcc1ed5f5127119048b4e60f0c813fd083bef,0.8222922867254153,1534,0.6652179073469857,0.9044467986349282,0.9980044279473415,1,4,31.19056949835645,0
DiplomaMill Online,Carlos Dubois,Data Science Professional,2024-01-26,2026-11-21,b29a6be90330f3c483d5619ea6f7bfc1445acb87ab5564513fd2f015b9c40cb5,0.1308,705,0.1043,0.675,0.1147,1,1,38.24,1
Adobe,Linda Martinez,Full Stack Development,2025-12-26,2029-08-09,5191fea259d46ef6fec2feaa7ef3de9b1df027a920907d794257d175f2c8258c,0.9229552039968864,5,0.794014495966775,0.9398955046514241,0.5907090610080754,0,7,85.74901639893801,0
TU Munich,Michael Kumar,Network Engineering,2022-07-14,2025-03-14,79d04a30b9e74e4a6fdd1e97e0f8498e8060497b9c0e072d39926f59de8ec7b0,0.7830385132777686,1266,0.8738366330972099,0.9224993001675692,0.7036792066805407,1,5,45.12551824644634,0
TU Munich,Priya Santos,Network Engineering,2025-03-15,2027-02-08,7804293bbc9f57a281b5ce5b603c837e852e8633572353bcad6c83b87b955628,0.862334049972999,291,0.825911012864307,0.9762910138459395,0.9963729591390935,1,5,31.987285429909747,0
Harvard University,David Dubois,Digital Marketing,2024-05-08,2027-03-10,3cff6ab080ca480bcc5eb2a84d041db6e74c5db160a56ac9eb3cb7e480b0460d,0.9031025967293627,602,0.8358258969231387,0.9764439628436797,0.8647613745679429,1,10,24.659275857867765,0
NUS Singapore,Karen Rodriguez,Business Analytics,2024-02-21,2027-03-24,4b872dc70024f38e168f88d854e6ea3b1cc13fc1fa8f278178c3e6d299c3db31,0.8921962089739438,679,0.9436081311677786,0.8805127788807036,0.9216562900163788,1,6,3.516595965473671,0
Stanford University,Thomas Dubois,Cloud Architecture,2021-08-12,2024-11-12,59d461ca26307,0.2511,1602,0.5907,0.4378,0.3032,0,2,142.06,1
IIT Delhi,Susan Jones,Mobile App Development,2021-08-29,2024-05-18,5276c1fbc82cdf588c004e807180ace28618f282e10ae5571fec689ebaab4b26,0.9453919093110669,1585,0.7221866752089359,0.9382471993052727,0.9336913300118712,1,3,29.629073319981178,0
FakeUniversity123,Robert Dubois,Network Engineering,2026-03-02,2028-05-03,59eb1c54a1b676be6d5c5da6bca88b55e479eca355b6f855117eb0d2cc5eca55,0.1308,-61,0.4652,0.8865,,0,3,82.12,1
IIT Delhi,Ana Anderson,Big Data Analytics,2022-11-29,2027-06-13,669ed1b581298277d601f2e7c3095b60c815bae20a20073e0b42d72c4adb7c61,0.92401185539006,1128,0.5795691787684315,0.9161986881476306,0.9528687115787954,1,4,3.793583044445785,0
MIT,Carlos Williams,Full Stack Development,2024-10-23,2026-09-08,ca6e78b1b6d640e18f001577dd086a468cc80966e6946d3c9e6c02f867e7a207,0.7779760709128303,434,0.6189591045526268,0.8993748479821425,0.9751137272014224,1,10,2.1680606046513082,0
NUS Singapore,Mary Hassan,Blockchain Development,2024-12-30,2029-04-12,dccd88ffc0751a327a1ec0140f9e41d7a050d8da904cff296d6b5bbd63c5d81b,0.8493467538509162,366,0.8972229907225849,0.963764449736152,0.7072950271083862,1,5,46.980588791122464,0
Cisco,Arun Hassan,Full Stack Development,2021-06-16,2026-01-30,d17abf479b0384d1cb252763f2c8777bcd76c723429401999a87463499f6c1f9,0.8291444087891624,1659,0.7348997752757094,0.861576538052155,0.8615919547096482,1,9,2.35734445657672,0
Cambridge University,Susan White,IoT Development,2021-07-24,2024-09-21,299f4b92d2b981c06d042c096ce29fa0095d95e0e6e0f916e6deca646f505200,0.6477138141917408,1621,0.8559761704060264,0.9753555262603887,0.9830590805586086,1,7,69.6899323710086,0
IIT Delhi,Wei Smith,Computer Vision,2023-05-03,2028-03-06,9d1495a381afc022d87fb764263dbd21a348a54db6a3c967c7cf7d5dbbbf259b,0.7095070447895225,973,0.8165045120409868,1.0,0.9425496327702326,1,6,35.8368935096813,0
AWS,Susan Jackson,Computer Vision,2020-12-31,2023-02-04,0bb8b2a76861b95276946c8e2264a2ab89aba9007f119cb7f13c612054734944,0.7276226520911466,1826,0.8411586466395686,0.908389218367763,0.9617627567117909,1,4,31.020895134055785,0
TU Munich,Sophie Kim,Robotics Engineering,2024-04-02,2025-07-24,c874d8915de99641d93e211c3d329a6bbc2f4ddabe20748cdaed363dff890b77,0.9029407506008007,638,0.8805516303301827,0.9845278518089247,0.9204454932693538,1,6,25.79567653972424,0
PMI,Susan Rodriguez,Cybersecurity Analyst,2020-12-09,2024-12-30,821e2023c3665386fd9af3ab5b8ff732de7dbe77da871eb90b910b12bba24a9d,0.7494195118548374,1848,0.7186868508873238,0.8713815404509928,0.9409074944103589,1,8,18.26921939722002,0
University of Toronto,Sophie Kim,Computer Vision,2021-03-25,2024-03-21,92ed31e66bb68dc7d7d23a522fe7f2242abc653d043916c8bf346c2f705dcc8e,0.8363898854910631,1742,0.9622728977821025,0.9089978491976344,0.9635714421161906,1,6,45.61251682388906,0
Cisco,Mohammed Jackson,Database Administration,2024-09-14,2028-02-18,782628a67b1664f46044b47b2bbdd6259ec51723c057ba951419045f7c108ef9,0.838843142638771,473,0.9119496430144134,0.9242336069249025,0.7817731152139085,1,8,18.967797408787284,0
Oracle,Christopher Taylor,Data Science Professional,2021-11-27,2024-11-05,a2e1ee1d638bad04cfa8f3c5257b0a9400a591d8310c4f61f796a78366b74757,0.8935758257259566,1495,0.8701609268120843,0.8891413947889892,0.8931548851050634,1,5,16.81711249213465,0
MIT,William Hassan,AI & Deep Learning,2020-06-10,2024-08-12,5e445ed6c53474eb45ad4fdad04defdf7420c0b4559a845c2a3ce839fdeaa1b2,0.7720829272498637,2030,,0.8813123408445692,0.8184839799726483,1,7,6.800489464585733,0
IBM,John Rodriguez,Machine Learning Fundamentals,2021-05-10,2025-04-26,74ma5b8b8f9158f29e5baeabfdaf38f27e16be5890f62742ede7cea62873b82a,0.0885,1696,0.0838,0.6783,0.0855,0,0,24.31,1
Stanford University,Carlos Jones,Project Management Professional,2024-02-29,2027-04-05,2f0bcdaf8aa21959ee1619930e69ff80e5bdef90821f0ee4dd44b58de5dfcf88,0.8907294315434,671,0.8806425256837928,0.8908984339668281,0.9665864919337492,1,6,34.95025812559456,0
IBM,Jessica Anderson,Software Testing,2021-01-14,2022-03-07,03d01893f4ff7f1e1be46e8da2092626892509f40190594cedd763b361dd266d,0.9191013949088522,1812,0.7150281779024774,0.9951830192602131,0.8179998087167969,1,4,2.5608219706967876,0
Salesforce,Mohammed Anderson,AI & Deep Learning,2024-01-08,2027-10-08,1813c1da2f6f7f053d58044a802fe983689b49f50a826daea3e5002f82e445fc,0.5644066981465229,723,0.8199741192800275,0.9794353383646204,0.9295637840141456,1,6,5.773343546466043,0
Stanford University,Linda Miller,Agile Methodology,2024-03-11,2026-08-23,8983a92e368b1dd55683af06e481aadd4b42b9e2c2752c4a4bf302722f524027,0.785426528555872,660,0.8350151546050443,0.969186206210654,0.7845988781875718,1,11,24.923443960111353,0
Cisco,Wei Jones,Big Data Analytics,2025-05-12,2029-01-14,658e4140582c7e96e67796500eff954005d5e516868ae725d9908056c92ce22d,0.9229982575240517,233,0.8558531970931861,0.8208440580926895,0.9706396331456353,1,3,58.80661577185075,0
Coursera,Fatima Anderson,Mobile App Development,2022-12-23,2026-10-03,470c5cb760d59ce5b301371473b1c9aa9f840874c168348dc0e2bb790c5e3bab,0.8699953028037335,1104,0.9692151482928846,0.96781889821354,0.6607583734174628,1,5,54.37191006432169,0
IIT Delhi,Sarah Taylor,Full Stack Development,2024-07-31,2027-02-08,3a1dbf07c53175ec17b4db1a9db76cade58765c53c6d0d892b23b901614b0f5e,0.6935951826479958,518,0.9078057321792677,0.8711457136831664,0.8916513690345577,1,4,29.477445808984072,0
Coursera,James Davis,Business Analytics,2024-09-04,2028-08-19,96f0001db9a225b2f635767619f7ce8b2e617ab33afac89c846d762e866ba9c8,0.9750732148911923,483,0.653074586677371,0.980007692536429,0.9520062623528734,1,5,125.26890398125032,0
IIT Delhi,Priya Ali,Natural Language Processing,2023-03-28,2025-08-13,e7bf7972eb5efd8d3cc822c7538b4780ba9b3f5032c5922c8a6803613b0dbe3e,0.8088009636742348,1009,0.9288391105686469,0.8997258784850344,0.9152054110766052,1,8,112.8410676669367,0
Johns Hopkins University,Karen Miller,Data Science Professional,2022-02-06,2025-05-04,9deb889c8b9181dbe87356b4884ae3d22d9eda875b4dd7bc8dc9ecb7c532b6b9,0.8420525081915655,1424,0.7189170939307377,0.9666987161009312,0.8789166325359178,1,5,7.040373066643937,0
Coursera,Susan Garcia,Software Testing,2024-08-26,2027-02-11,c3872cb05e4d0f06458e2d836bd6e5d2be36280e8d640acf58aef80c19b8b4ce,0.8131741700454568,492,0.8363902898877033,0.8399585243513457,0.8975032669091771,1,7,129.15241850154032,0
University of Toronto,Christopher Davis,Digital Marketing,2023-12-17,2028-09-26,23170851331dee578a76fc05e9930391232278165c57e85a986026badaa9963f,0.8309550990298943,745,0.8213136037918615,0.9236381887871525,,1,3,1.0563182498943964,0
Google,Yuki Jackson,Cybersecurity Analyst,2025-05-24,2029-10-26,55e2ca68eed20dac9cc1d2c4ec72e7601441c5a3197097c646cd99a276e8c73c,0.2769,221,0.0811,0.7023,0.2829,0,0,69.73,1
Harvard University,Yuki Chen,UI/UX Design,2024-08-24,2026-07-06,88aa85c64530d4ab83dd7165791766aa0b401e6a2f6a7f28341bf1127f588775,0.758960420145467,494,0.5847128126423844,0.9260138151677495,0.6337755531464231,1,5,26.839302503573737,0
CertForge Academy,Yuki Thompson,Natural Language Processing,2022-11-03,2024-04-25,3866d3ad37b0760ad07258aee4d8a65426f6b21a68637827da69ae1ede272e04,0.0595,1154,0.3342,0.8096,0.4481,1,0,30.11,1
Columbia University,Jennifer Taylor,Cloud Architecture,2020-11-02,2025-07-29,07643a351f3a31f674288a5b53b3adae80c030d7edf48909f22e28ce0e9b8e8e,0.3245,1885,0.2324,0.6855,0.1522,0,0,180.06,1
Johns Hopkins University,James Mueller,AI & Deep Learning,2025-01-18,2028-03-31,65223c1adfd75115d70618f039d9d63d787c62471ad32c53a8f073c9242cd045,0.8829552530422738,347,0.8209914840722201,0.9314743303405391,0.6072812540060094,1,7,49.38200078549867,0
University of Toronto,Linda Mueller,Natural Language Processing,2021-07-26,2026-06-19,3cb45b01fb5e20d76a2cc974cf84d1f12fcf73af9895193c0f78255cf6580351,0.7978670880643188,1619,0.8748381639921998,0.8474990316286709,0.7205884559942843,1,4,85.47962698538021,0
TU Munich,Richard Wang,Big Data Analytics,2025-08-15,2027-06-20,7eb4c96face3adf92ebe2eee6286d513d9b8d3877f4f6dedf990be820560a133,0.7148120716963938,138,0.9816825978149505,0.9088598000926134,0.7134137745393345,1,3,7.494579210394868,0
University of Toronto,Pierre Harris,Software Testing,2022-08-31,2025-07-14,1a085f8b611deee7570f3b1c10849574e0c370f708e4649179ac37b81644689f,0.744619543133085,1218,0.9191783324778826,0.867618289693012,0.825382673782687,1,7,43.193910630246286,0
QuickCert Ltd,Thomas Kim,UI/UX Design,2023-07-19,2027-02-04,788cb5c43a3f6630ac69c1dd39afe2ba3e34924873f4d48a0f1346b6b2202381,0.0066,896,0.426,0.6509,0.1735,1,3,47.07,1
NUS Singapore,John Taylor,AI & Deep Learning,2023-10-06,2025-02-21,70b1f63581ae17dbbf1e53d673248e114baee19c434a594fec23da16d4516850,0.7910002023077407,817,0.8712443013866228,0.933698369824725,0.9748997089091723,1,6,37.64203521541697,0
TU Munich,Mohammed Miller,Quantum Computing Basics,2020-09-23,2025-07-24,9d7c4faec23867edbb3774f03898c0d30ff7de237a3685a9755c0ef29dfdc26a,0.7937215561889297,1925,0.9342414191171196,0.944567154368977,,1,5,36.78755873550872,0
CompTIA,Pierre Anderson,Computer Vision,2022-03-05,2024-05-31,eda9030b11b1b23a139ddf9bad0e8d1aaba2a51bbf37a453a2cc49eeb1bed829,0.8470064646763198,1397,0.988222012419195,0.8671920766069106,0.8072471781572326,1,6,0.4204552640818327,0
Johns Hopkins University,John Taylor,Machine Learning Fundamentals,2024-12-05,2029-07-08,09659874aee9d6bf0a4bc82f03f81f3c32b9eae92eb952453bab4de5ee7838e3,0.6718378582837653,391,0.8778844465638856,0.9063055689268673,0.8847862595686214,1,6,33.17298354579171,0
ETH Zurich,Richard Thomas,Project Management Professional,2020-12-02,2023-04-09,bbbbd5310e5d37fe4219f0d8ccc44cc07b672e482f13094ad7413bd90c421113,0.921433645757712,1855,0.8471714012756212,0.9110202648489768,0.8946692834468322,1,4,17.257327098535708,0
Cisco,Patricia Santos,UI/UX Design,2021-02-02,2022-10-29,94fb1d21559cb80801fbcbeec3ae7d95f4c738745bd16cbf7d1712e0c0293325,0.7828145683716976,1793,0.8826891844609849,0.8546099265722343,0.6148344077659751,1,5,25.14797601415619,0
Udemy,Sarah Miller,Database Administration,2025-03-25,2028-04-26,40f4a8a49d87c9eceae3cea7b4b1f107862de0f3507f1e230125f7c94a2e40b9,0.7157158392588566,281,0.7920513141374244,0.8135221527337958,0.8920268817778841,1,6,5.363801469134478,0
Coursera,Fatima Martin,IoT Development,2021-04-03,2022-05-24,164aa043b39ccd0b8779e1456e73c8200ff6f41259d35a2e9891250587d37aa5,0.9649325367346233,1733,0.977405408235602,0.8889230460417403,0.9659826250874369,1,9,19.237803549831657,0
MIT,Mary Anderson,Cloud Architecture,2024-11-17,2029-03-20,c8bb17d07d426c00f7936477cb08769fc3133475a4226cef9863a9e5a8153b73,0.7717197147495456,409,0.8976783871443671,0.8385863601207424,0.8147086116778604,1,6,13.166341658350403,0
Udemy,David Santos,Computer Vision,2023-10-08,2026-04-09,02fbffaaadc71c9db07847da4eb379659fdbcbb7a6e9c73c7ab05e6b99d34e22,0.7341129389440222,815,0.5306656907140976,0.9049618790869038,0.9234060038305802,1,3,3.228930635766334,0
MIT,Thomas Thompson,Network Engineering,2024-03-20,2027-11-29,7c3a14e8f425a9b9e076148c41eca8ab2b6fc539f142c07d66749d52d1bff0b0,0.6109087223685943,651,0.5496656624699113,0.9061414445008664,0.9780434562673269,1,4,5.0582327101579185,0
ETH Zurich,Robert Garcia,Database Administration,2021-02-14,2023-07-07,7f7c75a3b5725b496921e48f5dd1beb6296da715d83994aa525c9bf6581e96cf,0.9382125271556044,1781,0.908522755125884,0.8383760127666142,0.619137452602954,1,7,49.33603807973154,0
Stanford University,Karen Thomas,IoT Development,2025-12-13,2027-03-27,722284ee2f4eb2da82d04e66da7a824f9223d6089e3c4859e2e9005aa47a42f3,0.7814907231930719,18,0.8197055367105212,0.9111351385776348,0.9058222420454181,1,2,42.51548778388342,0
Johns Hopkins University,Mary Harris,Quantum Computing Basics,2022-07-08,2025-09-01,38becb042d3b3bfbbeb65822dcc33d4f2d729f58dc62edddd9415a55bc2585b4,0.5697581937469259,1272,0.7350155854068579,0.9045200548070795,0.9163745342538913,1,7,73.3293157962608,0
Johns Hopkins University,Michael Johnson,Software Testing,2025-11-27,2027-04-28,ca7bf8346612fb908c0729ec8f964c64dd0ad3e058adb78b695cae69d0973695,0.9026619658148173,34,0.9417266598969966,0.9509617803598998,0.949072646519205,1,10,6.576269961901561,0
AWS,Patricia Wang,Project Management Professional,2020-08-11,2022-02-21,a42116ba6c5fc0e7d171e37dec97a4dd9388719909c64a5dc17d698e8ce56245,0.6994322489571793,1968,0.7799411755318457,0.8955353843411834,0.8256035538374972,1,10,13.58449382112764,0
NUS Singapore,Priya White,Computer Vision,2020-01-23,2024-02-24,2a13915786c59d1e7ccdc501166b084c03bd1b503116bd64a2b454ff0642918a,0.7208971241817639,2169,0.6404828442476981,0.9739858503597131,0.9670469926316583,1,7,11.020488592276193,0
CompTIA,Michael Jackson,Cloud Architecture,2022-06-13,2025-01-27,45ca27d51b8db97efd6cf0d67cfeedf513c09acfc98d7e9fa9fdd1e96a4a3f35,0.9281574824845553,1297,0.7355670235818064,0.9713502606969355,0.9454354401431945,1,5,34.32129138007606,0
TU Munich,Jennifer Garcia,Computer Vision,2021-10-27,2023-03-03,b591163425d2776bc0271cac727cba6d0bb0b9623ef752a8ce9f14d2eff440da,0.632739830379617,1526,0.9501701571411918,0.9100252800493411,0.8179469008079586,1,6,13.944898222899436,0
University of Oxford,Mohammed Kumar,Agile Methodology,2020-12-21,2022-08-06,94eda977c70e8c874d85b0261,0.1424,1836,,0.5924,0.0219,0,0,51.46,1
ETH Zurich,Mohammed Miller,DevOps Engineering,2025-10-26,2027-06-30,61dfbca75ec36acc44a9a208f1bebcfd33947492bb89ec5c049ac864580deec3,0.7199619477728486,66,0.6533285135391201,0.9232919675719238,0.8525198052246147,1,6,29.57651978243291,0
University of Oxford,Joseph Rossi,Digital Marketing,2024-10-09,2026-07-07,ea3dbcd027c5dcf9d6f6cefecf4a50b08bcad1b85df8b88188a894beda3e701f,0.8130056847594598,448,0.595407236130442,0.8576979478377895,0.8412107583747891,1,5,36.19187271374036,0
AWS,Jessica Garcia,UI/UX Design,2025-06-16,2026-12-20,5d2ee75defc7e18d33a0d15e42099a77764856732f22553ca36b777edc79510f,0.8268547848824341,198,0.7455920390919039,1.0,0.6329351156579666,1,9,14.111716737021231,0
Adobe,Robert Johnson,Mobile App Development,2024-04-14,2028-05-09,0eb1d6067bdc46ae13caed2f66fcac33d926ad4254b39e5ff9462bdbaa909877,0.784818762843799,626,0.8973859526956033,0.9790809673688113,0.7980351780412238,1,10,12.800828737838462,0
Johns Hopkins University,Patricia Johnson,UI/UX Design,2021-09-06,2026-01-07,96a1e024fa4cddd9a56d8ae98a26d3e71cf02485f404424d89040c57f7cc4f37,0.8698472409529987,1577,0.9162960927183796,0.9883830981869769,0.9379645390676752,1,3,2.093983118556613,0
ETH Zurich,Pierre Hassan,Data Engineering,2024-02-16,2028-05-30,835dae8a1130ace76778029b7c15ac6d2361296a956f6746d37295af73e2524f,0.7785471498110362,684,0.7399001293918192,0.9347586050353317,0.8841932433738949,1,7,8.810958195883009,0
Microsoft,Mohammed Thompson,Data Science Professional,2020-02-19,2021-04-27,395bb201568b608850ed422deb6e00b843119ee410ae9e49cb243f25192ba318,0.5791037475209913,2142,0.6752864267063401,0.873764527276046,0.9213169631200936,0,6,47.336229607627985,0
edX,Thomas Rossi,Data Science Professional,2021-07-03,2023-04-17,384d469a85ecd13ef38fae30c6e52b73f956bd1de41939ca091593193d385846,0.888092168983587,1642,,0.8778584505882652,0.8547341254499826,1,6,13.272288936332673,0
IBM,Richard Wang,Digital Marketing,2022-09-10,2024-06-26,a6d4138ccf4eaca3ad4db881c5ed2d4c3e7ccc8a5e5a0342435ffdb772a8c7a7,0.9522012121069594,1208,0.9552934240767258,0.884784672900074,0.8285848935367118,1,8,14.954823060669662,0
Columbia University,Patricia Martinez,UI/UX Design,2021-01-08,2025-07-15,53003918a2245939b025b4d6efedca2e40360bb5d6c0f403a246a814d34ffc04,0.9510754009709195,1818,0.9448711924382934,0.8359875374767576,0.777562328007818,1,4,59.27094457575048,0
Cisco,Elizabeth Jones,UI/UX Design,2025-07-11,2027-11-15,59e7203f691640e5a69bff87e5f935f112142635918ba51770b79339e7322339,0.9095221011912761,173,0.9783562235735975,0.9440669904501664,0.7626932709472326,1,3,24.882294535152006,0
edX,Richard Hassan,Quantum Computing Basics,2024-11-25,2028-10-06,cc67a69d77afc9634461273eeca68d92bc3426b333b0c468508d44313dbd50f5,0.8529516269886949,401,0.9526728146122916,0.990438229470217,0.9865046256261898,0,11,35.14203024268287,0
Yale University,Robert Mueller,Database Administration,2020-02-28,2023-09-30,18bea1b67167ca094abade2077d7ded551ab7ef75ecd2836cb3276b565d14d33,0.8445986418926019,2133,0.8004702430292089,1.0,0.5869943400172649,1,12,18.560924342804476,0
edX,James Jackson,DevOps Engineering,2022-11-03,2024-05-29,933f17339f6d85e76a152ad94bad126e23a7295c966391b8c7dfe477b5c1a156,0.8067305331502354,1154,0.9268533891667756,0.9950106700363801,0.7369306904242129,1,8,13.089181828220319,0
Google,William Santos,Full Stack Development,2023-07-17,2027-01-02,0b9b3e6a4b739ca4c36f909202cd4fcb51ea6550cf23693c4252bb4588d94c1d,0.9104907366147245,898,0.8620999594886148,1.0,0.8222568968247762,1,5,29.402675202148394,0
CompTIA,Robert Anderson,IoT Development,2022-04-08,2025-07-06,3c9ad8581ba702b37af38f608afe3fdcf5b29a8589513536ad8854d56b8bbb6e,0.8667409931070986,1363,0.8712058935716569,0.926362695238348,0.6988325200797633,1,6,4.117217471528614,0
University of Toronto,Pierre Smith,UI/UX Design,2024-11-19,2028-05-02,66ccd9588f3fe9e42bb17a4a00f83d84a945cef60615e2fed7171487bda73676,0.9077157694703375,407,0.9154325259360775,0.9022848704649832,0.9336398747268331,1,2,37.66453328648741,0
Adobe,Fatima Jackson,Project Management Professional,2024-02-11,2025-03-12,cfffce0ecf691a44f55f23592935044d25a026ae2083e92a24ce831ed33296b5,0.9199470288170379,689,0.686193262540452,0.9617587960068009,0.7299414003091266,1,5,14.953081214541232,0
Udemy,Sophie Kim,Data Science Professional,2025-02-24,2028-07-03,f519875e7cc5be8f5e12c6c7b020a555e8b123fe20011d24ffb14b4e504231ed,0.7437296658491712,310,0.8830650186040432,0.9654941428897682,0.9140851702504856,1,7,14.978652466025336,0
FakeUniversity123,Mohammed Hassan,Data Science Professional,2023-02-16,2027-05-01,c7944e07971e5729cf0225fdc80985f476bb7aa4d5595e9012a984a6a6d65b85,0.1159,1049,0.336,0.7125,0.3983,0,2,25.91,1
Microsoft,Carlos Anderson,Natural Language Processing,2023-01-07,2027-06-05,a01b8464eeeeefa0680098853848ae0968cfc11e4e8b5c4f3c631ab8aef72084,0.9225082260556088,1089,0.7621582298850991,0.8828193777275348,0.6505863597471465,1,10,1.7746610999000378,0
Coursera,Susan Hassan,Mobile App Development,2024-12-04,2028-09-02,33cb5d229f1c587679a2c70033eae366433aa2d3c2ca150ea2b1da1f55676c58,0.843448787264604,392,0.7991308847777722,0.9375877184402872,0.9272637938804257,1,8,84.45734687157744,0
Cambridge University,Yuki Tanaka,UI/UX Design,2025-07-27,2028-05-25,77e5c7959fdc8224db7188d2f1d616421a0bea2cc23632044dba9ed7d2058709,0.9359447143709739,157,0.7660801496882257,0.8849096964556027,0.997344224120464,1,9,39.92561097322677,0
Yale University,William Davis,Mobile App Development,2025-03-20,2029-07-13,32cbc994b7d183d525bc01b2ab2296d34c20a0030a2e2f6b608cbb599176cb08,0.5229927233719514,286,0.8836776758886602,0.9155785671001028,0.7521884602799166,1,8,24.049216501565013,0
Udemy,Elizabeth Martin,Natural Language Processing,2020-05-19,2024-04-29,450af9e62ea086947f690187b92818b46a524555492026c81c3a6e331aa58676,0.5931526552211153,2052,0.8178449610888884,0.8671080028038675,0.8059308735032731,1,6,36.91411645855438,0
Coursera,Wei Martinez,Cloud Architecture,2023-09-01,2026-02-23,ee748c49c601aa5547614520041b777ad996cc17ccac46f5f5a3052507b7f9cc,0.9816479335306931,852,,0.9402318438988121,0.8041840918305311,1,9,14.531088737447707,0
ETH Zurich,Mary Hassan,Database Administration,2021-12-06,2026-06-21,968389f7dac6eb7c6641e57271f5f3c216262713d7727bf14d69fdf5092207d5,0.8178543064753149,1486,0.712764603995261,0.9617659245011116,0.8072766726453553,1,10,78.26517897947679,0
TU Munich,Mohammed Williams,Digital Marketing,2023-03-17,2027-06-09,e137ffd0a788bcb2f0dd909bdaa9185263683886148e51d6c9e141947ba71529,0.71524124599449,1020,0.6867029399459564,0.8979168310649213,0.926464959697978,1,9,14.506872164359018,0
Johns Hopkins University,Barbara Anderson,DevOps Engineering,2021-03-04,2024-07-16,d1acdefd,0.0431,1763,0.416,0.6388,0.1262,1,1,56.84,1
University of Oxford,Wei Smith,IoT Development,2025-03-05,2029-02-24,db027717b4fe205fde1e7553ade4272894fd96331f8ea2259e1191c304c18c0e,0.8128005947148343,301,0.9338222043105208,0.9998332000882219,0.7859004216193533,0,3,8.694475458646766,0
University of Toronto,Arun Brown,Database Administration,2023-12-06,2027-05-06,7c130134c6b0ef59d4df3c816723a1ae59968f36e9707265915e3c2e8edff426,0.974458668697024,756,0.893052471342163,1.0,0.9632561205654282,1,6,33.91681136606019,0
Microsoft,Michael Wang,Big Data Analytics,2021-09-29,2026-07-03,2f2c0a3c4daf4c75dcea12bd4c889d65fa56441dfd86481e13181fd04f3cea20,0.9164042874180938,1554,0.9071398738988932,0.9474660690906348,0.9581007123328596,1,5,79.58822318617327,0
ETH Zurich,Elizabeth Williams,Project Management Professional,2022-11-04,2024-01-29,8154b95830c634e5baba19b49026def2e5f639b0044263a98405012dc90098d8,0.517782581426841,1153,0.6368541894023891,0.8882139291688348,0.960750102832036,1,2,1.3173034643364943,0
TU Munich,Sophie Davis,Data Science Professional,2023-10-21,2025-11-01,4b17db73fe15ff292241eb8cc938b196cf7a37e31e86e8032c5f0dff92562c53,0.9098865948938011,802,0.9907188531157087,0.9149784633111394,0.8924483163602394,1,8,20.915639770196776,0
AWS,Christopher Smith,Cloud Architecture,2022-08-18,2023-09-17,c670727acfde66d9f92dfb4c208b36c4f55e45b374f0c554a05f5930f4f1530f,0.8376099089269797,1231,0.8165362338291194,0.9840651655493178,0.7879236882985203,1,6,32.21040907503216,0
DiplomaMill Online,Sarah Kumar,Network Engineering,2022-09-30,2025-04-26,c411086af8b1515f01e7ec22b00dc727f965f9093e882f11069f1128316d17d3,0.01,1188,0.2019,0.6425,0.0111,0,0,49.92,1
NUS Singapore,Richard Patel,Agile Methodology,2025-06-10,2027-05-21,b9fa149fdfc3ba65cc10518e4dca1a69d736ffee1b5b1c5bd44d144c947585d0,0.3099577236292035,204,0.8031644547346632,0.8334016423690248,0.6214121607669898,1,8,15.864716723819296,0
Oracle,Fatima Patel,Software Testing,2022-08-05,2024-11-15,78f11f05a5dd44f11811696ee22e63a7eb741937caf92475c6224f0934242e6f,0.8287206270592942,1244,0.714021720583152,0.9450960069886017,0.7986658254158797,1,7,17.190031128465275,0
Johns Hopkins University,David Brown,AI & Deep Learning,2022-01-22,2024-05-25,91d181d64fbd67e85b4bf26c8fdbb69c01fd9fd65547c7b2d51da03d2d3e1ea7,0.7485227770903289,1439,0.9101654774445159,0.9815298035017859,,1,4,21.580017655216743,0
University of Oxford,Michael Santos,Blockchain Development,2021-01-26,2025-08-23,f40de4aee8e42d4e4c66393558d8a5f6b04eda035582035a92828560bf6102c7,0.7596112118217708,1800,0.8401248066226191,0.9648559101669607,0.9114245026611127,1,7,39.66408868835314,0
Oracle,Michael Smith,Database Administration,2021-11-18,2025-08-14,d7e56ee9dfd851ade3e106d238d45498ce5451a77cc048b6a0fad54e3f6d45a0,0.8569793312552163,1504,0.8726933396533937,0.9266471065518479,0.9854051258411664,1,7,36.94107107630637,0
Cisco,Fatima Rossi,Natural Language Processing,2025-11-12,2027-11-12,77bcdd7b94e3f01076dc77181b104471da317a5ded336f54fdfed0c234c55c0f,0.8899284534678625,49,0.8929290978952793,0.889257352154265,0.8872975215048855,1,3,1.1206839070875232,0
Cisco,Michael Miller,UI/UX Design,2021-09-18,2026-06-05,02da580749f2749c35c38dd283ebf854487127c800f3749152cd349061550158,0.557399853287247,1565,0.8984806711598765,0.8815138078209585,0.9256459239673416,1,6,19.04845814954951,0
QuickCert Ltd,Elizabeth Harris,IoT Development,2025-05-25,2026-02-18,8232a419af15bcb7cda1b6756d1b2fd1a7ba8816393835535ecd475bf0e333f2,0.2471,220,0.212,0.8968,0.2158,0,2,23.73,1
Adobe,John Chen,Agile Methodology,2020-02-14,2021-12-14,268bdfe7279f4c5c84b4dbd0eb6b628fc156f8f9515f0354b384225429b3ecbc,0.5631809476000029,2147,0.9173810575278373,0.891615331243583,0.945264378678699,1,6,18.867302179373628,0
Cisco,Joseph Mueller,Data Engineering,2023-04-11,2025-11-27,35615ba814272384e77c5121d8bc9b48a4d5addb4340c0daa5902658d39052cb,0.8015662855590936,995,0.9793838607560893,0.8732307369197875,0.6903457481309768,1,5,20.64923872528527,0
University of Toronto,Joseph Santos,Agile Methodology,2022-09-11,2024-11-27,748ddc9c3dd2e2087a83f956deb3f8b6cb3002bdf90d4da6e3af419979f97d48,0.5910605489916495,1207,0.9169323381337156,0.9709897361634405,0.8152298061553377,1,12,53.50341358248565,0
Yale University,Ana Chen,Cybersecurity Analyst,2021-03-24,2024-03-23,58dca1898a181b9029e7bd1144f47e39a90c77749bbf312e3c0901804dd02ec9,0.8798081370525989,1743,0.968383659908111,0.9066610364960908,0.8346986933286374,1,7,47.053318654565025,0
Udemy,Priya Harris,IoT Development,2024-06-04,2029-01-21,914e030063b383fbbfc3daaf1ac7df7a5cf44a9c2ef4c6e368ba9721081b7257,0.760746863767454,575,0.919519733784161,0.9899378596467072,0.8804736262090161,1,6,155.3697657313928,0
MIT,Carlos White,AI & Deep Learning,2023-08-06,2025-03-11,6a0835e1c9b8fa91e5f0e1d8861230ac19a9dd352c6cb3f3dcd9c24266ffb643,0.7658545633482128,878,0.7932737238461995,0.8871873558496485,0.7728579944577074,1,4,45.9140668467904,0
Salesforce,Barbara Kim,Business Analytics,2022-03-16,2026-10-16,9e4072cda43370f45cb9663fca01d07f7247c99a85a5e14bc0c152a7bbd321ec,0.9456132698818067,1386,0.9871542551430831,0.9321678249279992,,1,4,64.19318660945491,0
ETH Zurich,Priya Williams,Cloud Architecture,2023-02-11,2025-09-03,c95a6de00b01ee565e70ee9bfc0dd0c3a189cd4a7c710cdc8d977d1fe37022a8,0.5479227466822038,1054,0.9588309470313193,,0.8925626597393828,1,5,20.301038921154948,0
ETH Zurich,James Jackson,DevOps Engineering,2023-03-23,2027-09-20,eaa758730581d8d6f4034e6387df7851d4464c20af45c7d66abaae38036ca3da,0.7985099973602625,1014,0.8366849623407412,0.9807492757613167,0.9524342059695639,1,8,3.984356461253269,0
University of Oxford,Yuki Martin,Network Engineering,2022-12-29,2026-03-24,e0dcd5cfe62310692dc72e7874f8440a2af769d8de74f9084e4f5481d15be6e3,0.9283558390251571,1098,0.8666758396884493,0.9103152677284815,0.5725611467791917,1,7,20.496544251261557,0
CompTIA,Joseph Davis,Software Testing,2020-05-04,2021-10-26,a9bb50f7b8a564aff559d1f0ea950d28b2553b5ec91142374ad2546f65e2337e,0.9320133321503318,2067,0.8136027335850272,0.8858598798671149,0.6930693238735491,1,9,2.3049527036371975,0
TU Munich,James Kumar,Digital Marketing,2020-08-14,2023-07-26,7a07aa4aef5838220f6c1c06243c6e1565a41b72f62d4adb55b1ce1ac8747b33,0.8950510881766615,1965,0.9310778704232322,0.9052980290645067,0.8720536231928567,1,9,63.61344495906223,0
Oracle,Susan Jackson,AI & Deep Learning,2020-07-13,2022-05-31,dc3088698ed300d551a866ebc3332930abc460ce947c0f7d4dc077656a5ec193,0.9776603145768294,1997,0.7986637885756017,0.9457615304949423,0.9525592023135463,1,8,47.898329464862066,0
ETH Zurich,Sophie Chen,Full Stack Development,2024-12-13,2027-06-01,9e34c203f57db882b39c53d2ff0b89c482e89d2a8c9af36d901384d25456fc4b,0.8493215223309866,383,0.6192421038704599,0.9657541899996295,0.7680079063279633,1,9,7.373944739664496,0
Microsoft,Mohammed Anderson,Project Management Professional,2021-10-13,2024-09-29,fd2a0fdd01cc896bfb5e25030fb06fad87c33505309754c11459f4b5c85c19ec,0.7609354086237468,1540,0.7450446370867582,0.9673603946920867,0.6971250405434795,1,6,95.03499332602311,0
Adobe,Arun Smith,Network Engineering,2020-05-18,2023-09-25,2c35446aeac16a28bd48f7decd4338067a74e20a4b617dd2e9cf63b69cf5408e,0.7516665191824886,2053,0.86847212111192,0.9620075329051823,0.9292424509270594,1,7,39.183973880802945,0
Salesforce,Priya Rodriguez,Mobile App Development,2021-01-16,2025-01-26,448c991a40bedbba75eef3cb344b083eda353a73b897db2ea4c16a11044ffce1,0.8772482999138154,1810,0.7431256136194623,0.8810741726219998,0.9434470076389321,1,2,25.450645189553793,0
Udemy,Thomas Martinez,Project Management Professional,2023-10-09,2027-11-30,e3568b45064912219e1bc05b61506bd4bb32756edbdf0c2a706f941f36428801,0.8270724965307885,814,,0.8716061142566269,0.9578569417886227,1,2,25.0651132995912,0
TU Munich,Fatima Dubois,Computer Vision,2024-02-22,2028-02-22,ebdd4f5e47ad01bda8f93cfe147d4c915246fae8e4ae7f086e93b64e5713a39c,0.8890247415599183,678,0.8515599420103308,0.9385637242466316,0.9106199193782879,1,7,20.270938764909054,0
AWS,Arun Thompson,Computer Vision,2023-03-10,2026-08-22,392d7c3564973e6b7e51812506d565a913969241a0bbc43ead9221aa7d51e042,0.8642347055002639,1027,0.8947357471691133,0.803251053558802,0.9098194273591638,1,6,9.179582823730629,0
Google,David Dubois,Cloud Architecture,2025-06-19,2028-03-18,1b3596b243ae51f41ae2f18aa47e84c669fe13b1082eca6e15ed2418fe33dd3f,0.8177864568585274,195,0.9699883949892119,0.8208835561583504,0.7618110882207563,1,9,22.741889510831534,0
MIT,Carlos Patel,Natural Language Processing,2024-10-14,2026-02-19,8f80d9e14975b697a317473aff5a3ca314a3dc2302224e56496f455a69724439,0.8143371463974908,443,0.7023637551993875,0.8758434473370608,0.9610684623771318,1,5,24.512966485881833,0
IIT Delhi,Fatima Patel,AI & Deep Learning,2025-05-05,2028-10-05,4a4f1fa53544d23a9e7c8ef3498911cd3cbd4e9c9549abddb9e7bf568ed8718c,0.908760164156253,240,0.8126725862719434,0.8811599064256279,0.8800791307680086,1,8,94.98363199165796,0
University of Toronto,Sophie Thompson,Mobile App Development,2022-12-15,2027-11-10,ed05d82b14498975400a0d3dc51d73b3e1e464a5a2b15f8cda77f54aa991e9df,0.9547150297701998,1112,0.9641720463543934,0.9330588773216666,0.9243498985739167,1,7,59.86473277144378,0
Google,Priya Garcia,Blockchain Development,2023-10-23,2026-02-03,9f99b4e398f2851d3c0540e63f2a680be903863812b43045528592563b5f80b4,0.845794727578757,800,0.6936292758897868,0.8517352807870173,0.9376630834636221,1,7,60.60516663216574,0
Johns Hopkins University,Pierre Brown,Network Engineering,2023-08-05,2026-09-05,f7d75c9dd2ca19f4cf092aee16776fe4940af1accddc84977132c47c9167a6f5,0.9684466522873063,879,0.9934095682760476,0.8961923710234356,0.584209277629622,1,7,29.76072773955865,0
Coursera,Sophie Harris,Data Science Professional,2024-06-10,2027-10-31,09de0ec2cf1d7cef3644841fbfb8f3e4fb360f8bfd645c618a3352abe8affe6d,0.9598593029750458,569,0.7640476632001909,0.9552088561240568,0.9488155598127518,1,8,58.71914494325359,0
Cisco,Patricia Thomas,Robotics Engineering,2022-06-04,2023-09-04,cf8be3a04b20d7216b662dc91bc07a2cf5862bc2aa30436498d6c805c877d12f,0.8217939468548476,1306,0.8980789411238126,0.9198736669576106,0.8354046111195081,1,5,16.0452731827809,0
Udemy,Joseph Kim,Natural Language Processing,2025-09-19,2028-11-16,b1bbe3dcf6f225cd9817b7d825ddf81c4b96a1a064c94d3deaeb5930bfe64e84,0.7693944514138077,103,0.8528709533389244,0.903929001569856,0.8404657230757671,1,5,81.29036919690782,0
Google,Mohammed Williams,Data Science Professional,2021-10-29,2024-10-05,e0ceaa700c15248bc2564055ba8c4e9eefdc96d9de2674b99024e049c63278cf,0.8660651429675598,1524,0.5596962724237212,0.9412382481890029,0.9307957455654627,1,6,3.703268433091287,0
University of Oxford,Michael Jackson,Natural Language Processing,2022-11-19,2024-01-06,0754b8298d96ffe79f985255e8d20df682a9cbbb5f84d47d74b8836d38667c6f,0.8507374154647439,1138,0.9082065171220245,0.9168438493444376,0.7665421570644215,1,11,26.01284636078098,0
ETH Zurich,Arun Jackson,Cloud Architecture,2021-06-03,2026-05-16,fabba1949621d71caff994409379fbb260675c2183c30ab002bf6e40470db033,0.8922394057665245,1672,0.8138459573301177,0.9612324391770002,0.8409856497610475,1,5,5.1514462290090135,0
TU Munich,Karen Johnson,Robotics Engineering,2021-09-07,2024-09-02,d9ff774f40165cdefbc916e899872ccb7adc737952953cebe7ec53c558a667b8,0.8517169989383073,1576,,,0.9203522614626731,1,12,16.120374882500037,0
Cambridge University,Arun Johnson,Natural Language Processing,2020-10-11,2023-03-15,7f4f6ffacefc0d7ea3ace60f32a853d4d50b29bf9be2bc47016a7ce9a723e409,0.6127933072692617,1907,0.9108606148547826,0.8718612574366468,0.5990149415027463,0,5,44.33810158331706,0
Stanford University,Sarah Thompson,Software Testing,2021-04-21,2024-04-08,5fe43f6a4953d231f66af77900322de4cc8921e30730cd0b8b3bc4ec10027612,0.6796013918875778,1715,0.712713124886814,0.880210501493182,0.9609364399514163,1,4,0.17355973520329826,0
CompTIA,Patricia Davis,IoT Development,2020-04-25,2022-08-03,848a098387e8a33a7e5754526e918dc5fea54688a6ecfde82df143251b5d5c12,0.7546881796765845,2076,0.9911711484692466,0.8455450937707942,0.9599242797567039,1,4,27.454162898593946,0
CompTIA,Mohammed Chen,Network Engineering,2024-11-21,2027-05-16,8e7a24cc6fb1c361a9fe6830b5cdc0d4690eceb4e55f720acc25204fa7d62559,0.48667960479647127,405,0.856655975941493,0.9390097336119269,0.9245663609723924,1,5,31.03752484481175,0
Yale University,Sophie Mueller,Database Administration,2022-10-16,2025-12-23,1b27aa6d928ab3ce4b5f5648b10bf267101e88c6d356bb92a2a778df6b1bc1cb,0.466272219241791,1172,0.9578567711011043,0.8272014598603169,0.8478764576086223,0,3,13.178455214769144,0
Johns Hopkins University,John Davis,Machine Learning Fundamentals,2023-11-02,2025-01-22,ef4b6124f3c0195863e0ff2d73a7253a69fa13fdb75192f3413ec4e053d126b7,0.7271297662283571,790,0.8136581835370109,0.922659759884466,0.7741448959698977,1,4,92.77928859025417,0
ETH Zurich,Patricia Wang,Mobile App Development,2025-03-28,2026-04-13,21fcb4e24a67f399a5d39dc0bc4e96d411934c3789cd326cb726d5040e6c40af,0.9080199449428956,278,0.5671205155726513,0.9678336250507176,0.9374642744685155,1,6,17.432811909207274,0
Oracle,Carlos Harris,Big Data Analytics,2023-07-25,2025-12-06,59a5e28bd4aebe9ce838846642433e272530e6d6307f309e113531971323f33b,0.9138382008553373,890,0.9529716590784533,0.876489942995873,0.8341856322471626,1,10,5.648177151512318,0
AWS,James Johnson,Data Engineering,2025-09-07,2029-10-01,a084431ab7e2ee6b76806965acbf2ed5c0cd7d97135aa1abaf5fc57ba40cabb4,0.42885058370110624,115,0.6190654419599372,0.9980755598363427,0.8195300506229432,1,2,37.7976113994878,0
TU Munich,Priya Kumar,Project Management Professional,2020-04-19,2023-02-16,e782bb58003a73e72228df4e24f70d81b091d2e47188778ab82de18ec7bbda46,0.7749852597461095,2082,0.7271735822685628,0.9661342239492994,0.8857243953582064,1,3,10.769366209079607,0
Udemy,Elizabeth Jones,Full Stack Development,2024-04-11,2025-10-03,63d610da2c7c2a4292802308b166e93ffb487603ffe300780e448bf622c71622,0.6781917456439104,629,0.8574203717113771,0.887731639110187,0.9538022467963749,1,8,58.411353035815154,0
edX,Linda Dubois,Data Engineering,2020-02-27,2024-06-29,d14d38d87b4de1b2d61f489da4472a01d5be5973ac61af4cafb81efa9b903776,0.7724478142981362,2134,0.907543362095706,0.9120302355962155,0.8993261073425285,1,7,62.10452499650823,0
Yale University,Ana Anderson,Machine Learning Fundamentals,2022-02-15,2025-06-19,db8066b764cb363046e28f4830b5f0c98809ba524c882a731c21c0066f2c6a9f,0.7404576616350762,1415,,0.966625917100139,0.9287913922692659,1,4,98.06025167779494,0
Cisco,Patricia Patel,Robotics Engineering,2020-12-22,2024-05-30,0535527b8e32963a38a241c88c58246abf50a45158620c11c9e64a05fd056be7,0.8152467803453142,1835,0.8855115500788728,0.95642725330042,0.8355749208605757,1,4,39.917850733966574,0
Harvard University,Pierre Chen,Big Data Analytics,2025-12-24,2027-10-23,ff5c20ccf25c8075b733284afe5d42669914f61ee61fa5de1f95aa7d5d15a200,0.749762386850672,7,0.7857368430081011,0.9812835047390746,0.5980875702858867,1,11,2.7341554866147213,0
Harvard University,Robert Miller,Cybersecurity Analyst,2021-08-08,2023-02-28,d851ed6be1907e5443905b8185e6d9af4fb4eef2c830b8bf25ed0ebf8fc82e93,0.6574603963472045,1606,0.8567108835868376,0.8438054738743237,0.9809820479586019,1,4,100.03154084215038,0
CertForge Academy,Barbara Kumar,Network Engineering,2025-12-06,2029-10-31,d784a7148b9f57d597e11bca26ee8496432b2a659cc18793c0d6df3d27ec0e54,0.2678,25,0.1486,0.6817,0.2396,1,2,2.37,1
Stanford University,Barbara Wang,DevOps Engineering,2024-11-22,2029-06-22,5166daf68c9ec476a110ff75fd2061ac819470a4e6850c191d5e23936dc11a20,0.7205277481313421,404,0.9300251411059789,0.8894373941071831,0.9102507834813963,1,8,42.116555820320045,0
Harvard University,Thomas Dubois,Full Stack Development,2021-03-10,2024-07-21,e0cab234e2f767792a1ea0f34aa44315e20f14d9f28027d750fbecaffe1cd838,0.7161099422476354,1757,0.8172624336341348,0.9943904810741522,0.8466128851701578,1,11,1.800349962030926,0
Google,Karen Santos,Natural Language Processing,2025-10-08,2027-08-30,a4c7d9d5011b54040cd28c7eef667e88a6912552dd70f6295f86734d2aa8f1f4,0.7945728369292858,84,0.8328782884056927,0.9544142554244116,0.8508519118625014,1,5,45.872285194435044,0
TU Munich,Richard Thomas,Business Analytics,2025-02-07,2027-08-27,a2336a23fe61943b6611e1bb705e87edb40fd0f68b2a348bc7083b801c32ef50,0.9576332101916291,327,0.8878829688191924,0.9797166104709718,0.8863747597878988,1,4,53.56580694412018,0
DiplomaMill Online,Priya Hassan,Database Administration,2020-09-03,2025-01-20,c739e9585173d1151eef2c09413e22afcbe733858055e76e59b45a3160c576a4,0.35,1945,0.0785,0.857,0.0329,0,0,160.96,1
Salesforce,Robert Taylor,UI/UX Design,2022-06-08,2024-01-09,4ea8a6cca3b94b34ac74a9ab53d20ca7be6cc674142fc0b660ebbf594e452dda,0.8874147008220047,1302,,0.895711868264169,0.9000730190031252,1,6,75.10641557723036,0
CompTIA,Thomas Jones,Quantum Computing Basics,2021-01-07,2025-12-08,308b3f2cbef004efdbce93fba3ebc751ae1f39e78c908c50a071072972f06e58,0.9616294645341869,1819,0.9598878643322283,0.9068087624640883,0.7876870573168838,1,5,98.18375423514044,0
Stanford University,Mohammed Thomas,Agile Methodology,2020-09-24,2022-11-19,f003e2d11c1a69aedd525532f8d2717274f00c986c686c11c4940dd223d66c40,0.917134732469925,1924,0.7411468105936598,0.877974791141225,0.9590578944437035,1,10,27.134482334068498,0
Udemy,David Martin,Blockchain Development,2024-10-10,2026-05-10,2020c5f578434920a4345d2be51d900896d5e45d5aed1a117ec453b11eaca906,0.9347761115291973,447,0.8078931423916997,0.9361815778996088,0.6804861732466307,1,3,100.230842865657,0
Adobe,Mary Davis,Mobile App Development,2022-01-18,2026-03-18,75b7aa9e2b6fef198f3517434dcc0ef96abd8a2f915703ca1131e20e6b72b4c2,0.6086749193757504,1443,0.7914191139758859,0.8371668835448765,0.9566639285375423,1,10,2.2733939770589378,0
edX,Mohammed Miller,Quantum Computing Basics,2022-05-05,2024-11-18,d5d502a85a7652a3d9b25c2f40bdc85a9ff09aa6e8fd17fa7b562422aff87987,0.9247750391960544,1336,0.6930824246013794,0.9174779733988719,0.9117324669738661,1,8,22.18428246591579,0
AWS,Thomas Jackson,Software Testing,2022-03-20,2027-02-17,0f8e6d9d9f71821806c56ca8ee80244b59316215dffd156ffc191053b898a6be,0.8427361868108743,1382,0.9903925779957387,0.924938971877553,0.861429599040923,1,5,10.094887107039334,0
Google,Wei Jones,Mobile App Development,2025-09-27,2029-07-22,1e151e51a462d12e4bbf75020c3ec05c26fc1cc7a62e5afb7a1bce0406b7805f,0.7378621504084825,95,0.8621919605818119,0.9168909972839712,0.9569517475366335,1,6,57.724628930273894,0
University of Oxford,Sarah Garcia,DevOps Engineering,2025-03-02,2028-12-03,6f73bb127ae121010777a4416769437382336928319528eec773686f30947e79,0.8737414664183615,304,0.6557111349172041,0.9051904711293752,0.8849357215756725,1,3,10.74629995572642,0
Cambridge University,Carlos Jackson,Quantum Computing Basics,2025-09-30,2030-05-16,901f41afff8007e953b7f98c012e07361de0a7053e76ad7d6c56f9822db42e38,0.8068859894040091,92,0.9675388814466643,0.9382405980917029,0.8003112976025422,1,4,23.7832228803927,0
Columbia University,Richard Wang,Full Stack Development,2022-08-05,2025-07-28,d7fc64213dbba44255aeb4f1e3e6a8153e1ae570c6e2324311f917ada815562c,0.7847402238872655,1244,0.5077231290626123,0.8495643793801264,0.9872174334982523,1,5,33.8634153324566,0
Microsoft,Joseph Anderson,Computer Vision,2020-07-14,2024-08-20,3e74370da46f236d51675a4fe8872a3120a9854d5afdfdb75d2a83c86e2bb301,0.8847731862662411,1996,0.8964864049558842,0.8923919019002681,0.9024174047849455,0,6,8.04046069152298,0
Coursera,Jennifer Rodriguez,Mobile App Development,2022-05-12,2025-08-17,119a3cd51a8bdd765cc773676fa0fe97643a7a30e87f54008e81c885d5c000c8,0.6748268968926233,1329,0.6284550691716476,0.9705952791874886,0.9467241689426572,1,5,51.490582507900626,0
ETH Zurich,Robert Kumar,Quantum Computing Basics,2024-07-29,2028-12-08,efcfbd1b10e52655e8eb0718ab1af0549983722b1fb00358dbf0dd8fed6868f0,0.7240320410054109,520,0.8441700887796512,0.8667448316543409,0.8883096853194832,1,6,27.6809639824803,0
Salesforce,Karen Jackson,Quantum Computing Basics,2023-01-10,2024-07-20,3d8cd263a911587eac8ef2de33c44938f69b1994c1436e74ffcd1416b0a85491,0.6653790932960241,1086,0.9204517924050495,1.0,0.8863078803590629,1,4,44.75765838390379,0
PMI,Karen Thompson,DevOps Engineering,2023-05-12,2024-09-29,261f55d8a0423fc6f647c1d9af67f8d1feb57aca479bceec0e2228108c3de866,0.9421421158923992,964,0.8786247022728055,0.8483507307845276,0.9447778345305968,1,7,24.423208189145857,0
NUS Singapore,Jennifer Garcia,Machine Learning Fundamentals,2020-11-24,2022-05-06,ade522adddb79bcb5ecd9396aa668b978abc5e2f0dd147d5282fba9660af067a,0.6865886511645607,1863,0.9432077914236345,0.924144274759016,0.9231995963029145,1,5,39.99624714519256,0
Yale University,Sarah Martinez,Software Testing,2021-08-31,2026-08-10,878eb341d304f977096ef4aabe6631c047eea2bdbdb8a20fdcd9866a4d9a851f,0.7755096092167026,1583,0.9234024928314588,0.9017536879159564,0.8505442811469311,1,8,5.964768233185187,0
IIT Delhi,Michael Tanaka,Software Testing,2021-02-14,2025-07-30,94783245ced7b07ef013f67eb30ef61c5a3e1ed3ccc1e0b6980b56e4b9cc6e44,0.7523607366296321,1781,0.944245211227687,0.8914627718336507,0.7946713870793815,1,8,10.681470900312863,0
Yale University,Christopher Chen,Big Data Analytics,2024-10-10,2027-05-20,3e7b0c74c3f301edb0758eea6f7f8823c7fba1c0c74b0c958149fdcee307dbc6,0.8710941095458978,447,0.8801538852903873,0.8636622591122728,0.7897790930559576,1,3,72.9705053383347,0
CertForge Academy,Susan Thompson,Quantum Computing Basics,2026-03-31,2028-03-25,7b703b32ebd53fbca374dced2e01743f68c46e3a634e0baa3b9dc723785e4e29,0.0657,-90,0.3218,0.5517,0.4311,0,1,35.08,1
NUS Singapore,Mohammed Ali,Network Engineering,2025-07-26,2026-07-30,e20472e9aa0cc063b2e9c9bb8e4603523290f0f56949b1546e7ebeee991d3437,0.5024246852322688,158,0.8969772041881937,0.8439525031658468,0.9702204434627602,1,9,21.20002240075283,0
ETH Zurich,Michael Kim,DevOps Engineering,2020-07-18,2024-09-15,8fad56fe7daaef08ad2c853f76f5107b1a8727e902ae7114b370c7987656616b,0.8357242749457544,1992,0.7995603579056849,0.9243291638199986,0.7707518146434389,1,3,5.42423461099483,0
AWS,David Miller,Machine Learning Fundamentals,2025-08-08,2028-05-03,80415affcca5c7b96a15bd53dc6636d769dbf7137bdec0f350efe24926e014fe,0.8745644943719952,145,0.8802971882179328,0.934965185848329,0.9663657825327363,1,3,1.4248623441459702,0
Columbia University,Jessica Rodriguez,Cloud Architecture,2023-08-04,2025-06-11,66ad16018003dd32b74abe5d3fb4a98f25e3bba477f69f344baaaea91ceb4001,0.8736769211711162,880,0.9360458417025961,0.9684257812369698,0.6778483548442262,1,3,33.3114015361136,0
Microsoft,Priya Chen,Cloud Architecture,2021-04-10,2024-12-12,a232d6fe7b7f6a8b6983d769822805fda3771a4c0b979c9924a420036f5a8c6e,0.5141569515583856,1726,0.7599946279914688,0.9826128259141191,0.8396444276569041,1,3,55.65361927938346,0
NUS Singapore,Joseph Kim,Data Engineering,2020-06-11,2022-03-25,b24a2dec30461b3f00778e21e90b6ee040374d13ceb3082e8336f5fb102ccfc6,0.8801515538822379,2029,0.7415644989293465,0.9482170744599532,0.9816762118240204,1,6,12.543024033698112,0
Adobe,Pierre Rossi,Machine Learning Fundamentals,2022-05-22,2026-01-19,c3831d929174ad38d4da2d1e15b53ffef86bb979aaaeb839486f1a0fff310231,0.6928484326807897,1319,0.9411606818968332,0.9452457297288911,0.9403607750803786,1,8,88.15238500491198,0
Microsoft,James Rossi,Database Administration,2021-01-01,2022-07-31,1d40d5855b9a8e8411017d43ee8d426f23536cbc6efacedab2bc7589ada5fe90,0.8438299485968489,1825,0.5275182346360752,0.9459456674317023,0.9486450305281677,1,7,38.2720197086492,0
University of Toronto,John Kumar,Mobile App Development,2022-08-22,2027-03-04,8eb70bb04ae6d306899bf220f5295e632a727e862f7b288ff90d711a3297b898,0.7889815020213395,1227,0.9038074968404003,0.9085713718952307,0.6511135875449526,1,4,49.98527998819619,0
Cambridge University,Jennifer Jackson,Natural Language Processing,2021-12-21,2023-07-13,be8af072c17487fb075b0af5b44da71ff75715515c0e1172eaa5f130fc273e3e,0.9449138703651607,1471,0.5353737332806375,0.9598543073347151,0.7325103059010808,1,8,29.295658887095396,0
Microsoft,Thomas Dubois,Big Data Analytics,2021-01-28,2024-03-21,ba6f2205e3a4927787a29990770a61a2b5ce6e96ea84167db6bf8fe2c7cada2b,0.7294855072567434,1798,0.9167395640638656,0.8947203888709985,0.9645143354064076,1,3,16.490418635537843,0
Google,Mary Kim,Cybersecurity Analyst,2025-10-04,2030-02-15,4069cdc3bce6e380ebd71a0c498db1c6e4b961e3d007ed76cc1e5c7e77865c16,0.7799168390086466,88,0.9781586919048445,0.9228661518467194,0.9931396302883613,1,10,3.0153873787483247,0
Columbia University,Robert Brown,Full Stack Development,2024-11-08,2027-01-29,208392b97034f3ae9b5c175ebf2b3247ff9711232022b15f2ac9bbe62a83c9b7,0.9271528929037246,418,0.8767748616633221,0.9241202758755566,0.8621532010528224,1,3,62.56235076789925,0
IIT Delhi,Mary Thomas,Full Stack Development,2021-07-14,2024-01-20,cbe750c8718263cacd0280fc31b0df7d9ac75a29c57618495ad33bc66616184e,0.750403067571668,1631,0.7827116533161801,0.9517764485934291,0.9455486282211722,1,6,21.002088836356858,0
IBM,Ana Chen,Project Management Professional,2023-07-29,2024-12-07,58374ff0d4e6d54dea9f697533d6365970c2050887a2f0bc149ed907b67c6bf5,0.7830192712594656,886,0.8322975365661517,0.8589839655028012,0.8632241739264694,1,7,8.463670174442617,0
Johns Hopkins University,Yuki Miller,Big Data Analytics,2022-08-17,2025-04-23,e0160fad833ec33a06b2e4e0b916211dc26590b4f2fb23ff92796a82af159ee1,0.788121515742339,1232,0.8651293623994684,0.8829410497687975,0.9277140681016264,0,6,34.02509718584273,0
University of Toronto,Barbara Taylor,Big Data Analytics,2022-08-26,2025-10-16,3b8156601c637e1e197612e27a4892c1d1b49f185ce6d77bdf0bc0b78ec82d9a,0.9106361128848872,1223,0.9739351580120514,0.9766486148521424,0.8191287858440955,1,8,24.01296692608734,0
PMI,Michael Chen,Network Engineering,2025-10-27,2028-02-20,e3dd788203108906a8f89668e6ebdfcee3a826a6996e15740c6d6f5ceea4d130,0.7513860815447956,65,0.9084347721756497,0.9915930970221983,0.976598657108933,1,7,16.504619941166276,0
University of Toronto,Wei Harris,Data Engineering,2024-08-28,2027-12-13,be0bc3bfbe51e776a8762728ce53a5b64f60fd78a69d7cf15effe6abee195e3b,0.9607767985257296,490,0.6783895157911759,0.8453024989966312,0.9428167244476318,1,3,4.3897974676916975,0
PMI,Elizabeth White,Big Data Analytics,2025-06-04,2028-09-30,5003505bcecd816fc586bb8a507b006b15eb9a9f2b55e073efe69cedfbf9fa50,0.8338715498956556,210,0.9547693336721944,0.910981355727857,0.8817527478985561,1,7,28.31976137109659,0
Cisco,Sarah Tanaka,Software Testing,2024-09-03,2029-05-23,c4de52a77d3fa4ebb6e59057b4e9faafaaa645c2d38f6d7aed91a4da8fbcbdc6,0.7708199182705919,484,0.9499054458913152,0.861470992727807,0.7024816551683899,1,5,7.889302105449714,0
Cambridge University,Susan Kumar,UI/UX Design,2020-11-22,2023-11-26,2a845fc40a1e494a4bf11793c004825aaedf94dea42559c6cd189ad49d64a5f5,0.8680720072866357,1865,0.8287890003210193,0.9316358311992524,0.9101077944566028,1,5,4.903325350057973,0
Yale University,Priya Williams,Natural Language Processing,2021-05-02,2024-10-22,143bb6a1c2466298705c5ed58aa93c43f5695482334ed5a0d3a3d0dab3f4671c,0.8119262546142634,1704,0.9763436094165041,0.8363124961172095,0.882982719219874,1,7,41.33039916693741,0
CompTIA,Thomas Johnson,UI/UX Design,2023-04-24,2026-11-19,2c8309c284520706c8d7ac90ac4f23013a5c3a569c901f35fffecdc840946c00,0.8135976082036311,982,0.8242717993166582,0.9393933732483347,0.7782835704051101,1,1,9.381522337082718,0
Harvard University,Elizabeth Wang,Network Engineering,2021-05-15,2023-03-01,58e5a86889b8d1ba1420f7c83ddffeb44af77e621f1bcfa4e6c1f1ba6c1f0674,0.8860348612125796,1691,0.9518463396802803,0.919112922392271,0.8238681049153339,1,4,25.777670378920355,0
AWS,William Garcia,Mobile App Development,2020-09-16,2022-11-28,41950d1a2da7fd086c8d5e0ab8ca4b65991e92e8b151f9f4054d5236e5d8cf9b,0.9705492003897197,1932,0.9908678552633626,0.8015191363719685,0.6903733801614582,1,5,56.86448134326081,0
ETH Zurich,Barbara Martin,UI/UX Design,2023-02-10,2028-01-26,4d67875418b6eb4d468872691e74186cc2e33da8ac6e537d9321b15d58bd364f,0.9294506886754346,1055,,0.8433972402970508,0.7333288324353939,1,9,13.216342531230657,0
AWS,Susan Rossi,Project Management Professional,2023-05-19,2028-03-09,76b98d7e0be74819b3cd27cd2979870b470bc55b496a991bf9244ebac6e58a98,0.9165422042915007,957,0.8973226818089834,0.9244100163714513,0.6374849634346385,1,9,20.65461657138408,0
Columbia University,Elizabeth Garcia,Cybersecurity Analyst,2023-01-24,2026-08-29,6fab42f31f73261a7e3b3286b7b0fc0be55c24537cf46636ac403148ace88789,0.7966684145722582,1072,0.9563171945377261,1.0,0.7793675936629871,1,3,1.0027727026459334,0
Columbia University,John Jones,Blockchain Development,2022-06-10,2026-12-03,03a939a9c8e460c281cd9a1d8f521c56b01da901479c032fc60ee987c6f94c88,0.7299219279874928,1300,0.9582920604574904,0.9326664799797111,0.6376170256064637,1,8,6.036722442816712,0
University of Oxford,Sarah Martinez,DevOps Engineering,2023-10-27,2026-08-23,b68207e130a716705078010e0727ce91ab50ad8aea7130725d50f7c17b47004b,0.8392846792320284,796,0.7729906890592176,0.8614518015358928,0.8879736014437309,1,7,17.15421059752091,0
Oracle,Thomas Jackson,DevOps Engineering,2021-07-23,2025-05-04,5ae62ba877528b7d97bd28310b1981daac87c0a78beaa8ccf58274c8d98e3524,0.6872571848236829,1622,0.9349771192466735,0.9679695263318105,0.9393474356274685,1,8,24.634079186080598,0
CompTIA,David Dubois,Network Engineering,2021-06-14,2024-08-30,ed9854e6d03289dd508749edb4a691a7b74d445a41cd3a9a62a97951a95fbf9d,0.8426820349089497,1661,0.8405689206776016,1.0,0.8938379647453388,1,7,49.632982709023786,0
Cisco,Michael Smith,Network Engineering,2025-09-08,2027-05-31,5134aa1b40ef4fa68e62cc40e9c601b98af617ea7359f60d585b92272bc7a89a,0.7003411253560184,114,0.9169582415186771,0.9065901184704295,0.9630358023099704,1,4,12.185841811327178,0
Oracle,Fatima Kim,Database Administration,2023-10-16,2028-08-04,0ee0b44e6b6b679102d5894fee13a792cf4f7e72a2f3f6a594bb4ef19e509ea5,0.9435988461332837,807,0.8705780711862724,0.859890348771638,0.8712915033865132,1,2,29.23364452041381,0
PMI,Jessica Harris,IoT Development,2024-02-11,2026-04-07,d2a4dfc1b576a39cfc6b0062bd28a4414778df4fa4fbe64006d24e9b17d6e0cd,0.185,689,0.5107,0.4827,0.6852,1,0,104.77,1
Udemy,Jessica Rossi,Data Science Professional,2022-02-22,2026-12-19,3c3ab85c08bc23c1590151bf907a7b881c902c8ddbd040a803662ecf723cef21,0.9236556409095685,1408,0.8641056177141135,0.9137981023711416,0.6341459634044262,1,4,0.05103504517536153,0
NUS Singapore,Richard Miller,Machine Learning Fundamentals,2021-11-21,2024-06-16,f2648985c55df915520cd541fc9c1dd0596fcf551576b3b98047a15f8cbe00b1,0.574730641500425,1501,0.9672472235896398,0.9199368740210836,0.989418915776825,1,10,9.580517182633066,0
TU Munich,Susan Rodriguez,AI & Deep Learning,2020-03-01,2022-07-17,b812a46b8ccb0e74e194519735ba05d49a40b7a0246035d6f4681ad7748c6250,0.8178948466603234,2131,0.927294650541706,0.9138652839227354,,1,7,23.11791495724303,0
PMI,Sophie Garcia,Data Science Professional,2020-06-28,2023-03-18,f1fb9e5ddb19b2478c3dd7a1e421ac9ca629e2a23da7af1cd2a458bbe90dea3a,0.7511095573808705,2012,0.8752947045131634,0.9651748175489717,0.9239420410756274,1,8,5.9339881122965,0
Udemy,Priya Thompson,Cloud Architecture,2020-12-30,2024-08-14,80728af395e1db3f520ccf4eb6a4030578d60c8a0d31cb44d42b60d522e5403f,0.9737941526070699,1827,0.614638336753831,0.897194507714639,0.8832617536640845,1,5,3.2117717411888353,0
Yale University,William Taylor,AI & Deep Learning,2023-04-15,2026-11-26,1511c88f7e662cd1dec0e24c71b1a6e0c5cee2fe6e933cefc360b477310d905d,0.8883832539792712,991,0.7996630508819933,0.9411212409335533,0.9038261467434189,1,4,9.866360519817103,0
Salesforce,Michael Kim,UI/UX Design,2025-06-29,2029-05-31,a069babb100c03f0e66d133392d0703f8eebefc19fb6fde33829800b07c092f0,0.9146511350102671,185,0.7594014048137315,0.9327864187698984,0.870415045220133,1,3,181.6612086727924,0
ETH Zurich,Wei Harris,Network Engineering,2020-04-17,2024-06-10,4022b2e8c4cd5b26ed20be6009edd67333184815673805c12ee985fedd317fe9,0.991824804304126,2084,0.6045609577455012,0.8936835609492706,0.9736269825249654,1,8,48.34308323939556,0
University of Oxford,Jessica Kim,UI/UX Design,2023-01-19,2026-06-03,d2582e503dbe6f9773ed74a89a1dcb434b700e7f612d67a19aa3202d3dc05313,0.7040674186506568,1077,0.6039435110751221,0.9231615782100576,0.8591365781336714,1,9,41.761982071720865,0
Stanford University,Sophie Thomas,Database Administration,2024-08-01,2026-10-22,25a699db4113f26ab11ddbb0980352f71b81d682b6974af0c248f06fb2c78524,0.9080121183837387,517,0.9602939553749625,0.9081239138501703,0.8826836483098042,1,6,92.82015326059835,0
edX,Linda Davis,Data Engineering,2024-06-27,2029-04-10,529cda41f2831bf352e95c2a80d5caef625d652ce3fb9150ae46d47c028c192e,0.8357288293640139,552,0.7197081733023578,0.9397613940384573,0.5901289852890874,1,5,47.948443080189456,0
CompTIA,Elizabeth Jackson,Full Stack Development,2020-09-13,2025-07-06,199604bba68c9a5d135b13ec48c953388fa733c2f014a9d75f816124381b9594,0.9326649142397386,1935,0.9749690397420814,0.8846622975917593,0.9288584273051406,1,2,6.02335259093254,0
Cisco,Wei Mueller,Data Engineering,2026-06-15,2029-10-11,e53cb87134115ce0011696f79d93146abd25a0677eec600432e4dc98fa20c3b9,0.0965,-166,0.0678,0.4608,0.5303,0,2,117.11,1
TU Munich,Mohammed Mueller,UI/UX Design,2024-12-04,2026-12-25,86e6bfb0e511621d8b7db6f8178d907b12926cb029e73ee392a41be7f8cc0f84,0.9270240063250696,392,0.7446783595339942,0.8923155329260093,0.7997493985094483,1,5,2.6930509081567844,0
DiplomaMill Online,Sophie Wang,Digital Marketing,2022-05-08,2025-08-22,8006fd9f9b61a80d2c4ccf337fde47uc07496e36501e5d90292e2f4e3347a89b,0.1218,1333,0.4735,0.6083,0.0722,0,0,14.47,1
TU Munich,Elizabeth White,Data Engineering,2021-12-20,2023-03-07,d3343ae6ecc5ea2ade2a9b8d47e8bd752fc29ac964b7602729ffa43d069cd4c0,0.5720945862124638,1472,,0.9273758989070002,0.8937706142973246,1,5,1.2826342516520457,0
Coursera,Karen Santos,Project Management Professional,2022-08-11,2024-08-05,0afca10fdbd4e435a53ec045b8cd71613d40ed5686af9716175755c2ce426469,0.8654892048108119,1238,0.767942169521172,0.944287203764265,0.9192147526614297,1,5,31.229263798652187,0
Coursera,Jessica White,Network Engineering,2023-01-09,2025-01-03,daa709e4b9430fdf9c840cdbfca13f6df4fe64501b3ed33015bb9d49132f5759,0.600251983127292,1087,0.9874829323994474,0.9818671332594617,0.4636476271060929,1,7,45.40232709563183,0
IBM,Elizabeth Hassan,Project Management Professional,2020-08-01,2021-10-07,b293e930b39560f00d7715808c62b5c58e2138015d71d3b5e997615e0e4a5ec4,0.7158321085615396,1978,0.9255235779746837,0.9445907200543981,0.8512078750419926,1,5,20.85023157365753,0
AWS,Carlos Martin,Natural Language Processing,2024-09-18,2025-09-09,56becba2fbca5c069c855721df3bd05a2d4a2baecc343a2b76fc8cd3db147d97,0.1838,469,0.5567,0.9707,0.5107,0,0,326.68,1
Columbia University,Jessica Taylor,Data Science Professional,2021-09-11,2025-02-24,7f86a9a744f4f949fe7f8080eec9f26b653cf891f2810cf4fb2f6c33e1e48558,0.8082044789854876,1572,0.5887114732119908,0.9828281204338198,0.982674290199524,1,7,62.76565838363161,0
Oracle,Mary Davis,Cybersecurity Analyst,2020-11-19,2021-12-12,6430bebd40eca8e8e506ebafb1ca69691ee2f2cf9e5b45922f8bec36ca524950,0.9105050353587085,1868,0.6839057536903824,0.9319940954199187,0.8669954944354243,0,5,10.832477305966203,0
IIT Delhi,Elizabeth White,Agile Methodology,2022-08-22,2024-09-20,3d9e0909d54f081272abbab8ccd88abc49c39108d45784bd7b66596b1030cc93,0.5996287834296813,1227,0.8539267862291839,0.9409240269961285,0.9522553255492392,1,12,8.907962639378235,0
Yale University,Pierre Chen,Big Data Analytics,2020-11-21,2024-10-10,1081f2f4b7df1709d09cf6c28c0134176f885e88337e39c3d652a2e875a80209,0.661356085829639,1866,0.7855327420673872,0.8933748237340161,0.910090588097229,0,6,15.251274680604741,0
Johns Hopkins University,James White,Robotics Engineering,2025-12-07,2028-04-29,e420a5140d90ae205619f65551c99c590dced9d7320333503d2444e8a22b02b1,0.41917174307397476,24,0.9260742549737596,0.9289026414032903,0.6229608720988304,1,4,9.85106154409817,0
edX,Arun Martinez,Computer Vision,2021-10-19,2026-10-12,5254e9e0c53ab5de5fe4a753e9a9ea75f0dfa227b3399dcf1fcb1ca8bb3a1c9a,0.8523733764090407,1534,0.8768219178614877,0.9091865828210217,0.8728112987504628,1,2,0.5038383730669804,0
University of Oxford,Joseph Miller,Natural Language Processing,2020-08-16,2024-10-22,4c1473f3aa5690102ed2bf0ccab51fa97f600f8b5b6d5c4650894e9488fa39bb,0.6604933068446189,1963,0.8125007062230829,0.9560387232589801,0.768852464087127,1,3,71.78712188741913,0
MIT,Richard Miller,Computer Vision,2022-04-28,2026-07-22,769a20d0db846bb5ca5d55dcc94d4ae0cadc1392a8ac6823c3dc92db6f293688,0.8796275280831785,1343,0.8638533217836099,0.8951671528298599,0.90723838291972,1,4,4.064289617005537,0
MIT,Karen Jackson,Business Analytics,2025-05-01,2026-12-30,256ae16e7e84fc45bbf48b542fb5f6073f7ca14d5ba29bb9264a8ca2b2bb4dee,0.5520245923206805,244,0.7257870408257521,,0.7681763400355145,1,6,68.08950620687804,0
Johns Hopkins University,Christopher Dubois,Machine Learning Fundamentals,2024-09-20,2027-08-19,6c15e3f7464dfe8930b1429355519bf43c9c1fe237c252bbe262f425fea56491,0.5834250582717553,467,0.9844620489949993,0.8537171598343062,0.9035117243126414,1,7,66.43531255703033,0
CompTIA,James Patel,Data Science Professional,2023-08-03,2027-01-04,151fd76665458410ca9081daa88007d6a2312e2e92fe480ea66daef4a8eb1098,0.9600149706969441,881,0.8967373674700169,0.7850199267020952,0.9086585913585477,1,6,18.61092546913376,0
TU Munich,Patricia Garcia,IoT Development,2020-04-16,2022-12-27,37b12cda302131d4ce3adc1f99409af548fe45b274c0041eec5d61aa9c323e8d,0.6291156297684157,2085,0.7800929035315823,0.8653504943251671,0.7427661306819356,1,8,23.57441662277696,0
TU Munich,Elizabeth Harris,Quantum Computing Basics,2024-10-21,2029-06-26,fc5a6e1bdf6a1db7041573a8e74315fc1a60bdf50d988b06273f7de7797c922c,0.7847028268156931,436,0.6018917809336053,0.902452347730147,0.9589727187933305,1,2,41.563183658558636,0
Columbia University,Sophie Harris,Business Analytics,2022-04-14,2023-11-08,eefb2fefc8961ce6178c5b3c70296094cd2088f2568dcd584cb75656df9a50c7,0.9529968663480454,1357,0.8164939937843765,0.9113161949174684,0.9875198796575556,1,5,66.39524543094576,0
University of Toronto,Richard Jones,UI/UX Design,2025-02-03,2029-07-31,692651797ff42dc7f967319dcff8feaff6185012edb84562d5d0bdef17daf779,0.7992052088157396,331,0.8254561113963609,0.9700038278772616,0.9536448206942021,1,3,2.9775576817025398,0
Johns Hopkins University,Arun Santos,Database Administration,2022-07-02,2025-04-07,2fe5418d1c9036e6ad0b99b49e663d6277d430aa4e87cacfdda2675b806ee454,0.6553776135825459,1278,0.910130749293157,0.9846772300209738,0.7165352136144052,1,5,1.1446925482508572,0
IBM,Ana White,Mobile App Development,2022-06-27,2026-05-01,feef210e07afb413af09300b4db3d1b9c1884fe482cdbc48269874357f2a1b53,0.8479581780085615,1283,0.835175917637975,0.9378466461106604,0.8810596944083392,0,5,24.44669948153897,0
Coursera,Patricia Chen,Mobile App Development,2020-10-24,2024-01-19,0050c4bc5b8e93d87f7f7771fb7d240719b16bbe9f463e0179c9f59e0590e992,0.7816972495043434,1894,0.917821049958132,1.0,0.8277125316576579,1,5,19.35012787018894,0
IIT Delhi,Patricia Garcia,Project Management Professional,2020-09-02,2022-11-06,1c35e2364f43538fec01dd4e8baa795e42ae70365b2446c5aafcaa256ec63497,0.9699353949138371,1946,0.8870114835719168,0.9421747191709476,0.981023838583696,1,4,37.77036811412279,0
Coursera,Richard Brown,IoT Development,2025-08-25,2028-10-07,759b458e4fcf361fbd7d6a71d87dc84f34e494ca2ce56e110eadbff4f279deeb,0.9481290041679282,128,0.9233019704455571,0.951409593831323,0.9141284579780501,1,6,82.84331474687957,0
Adobe,James Hassan,Project Management Professional,2020-12-12,2023-11-14,da37e2c62e14b7121a77a9516a45508fb6c12502d394a2f6eee1173ce90b2d23,0.9547032382840747,1845,0.7408453300573518,0.9402417978651175,0.9143005929893232,1,6,22.056472720220363,0
Harvard University,Ana Miller,Big Data Analytics,2021-12-19,2026-06-03,3591fe4895f772b7bdf2d68891e6935276d7077f10dcf8f6d63e2465c55fcf1b,0.7115452354789593,1473,0.4971379217066444,0.8733091503518392,0.6573365508314838,1,16,29.779690502022714,0
Yale University,Joseph Tanaka,Quantum Computing Basics,2023-08-05,2027-01-07,20ab1b97017072abcd5d18e3c5b161822ac34f5ccdb5ff827de142e329e17beb,0.6043596048229388,879,0.9102002202720536,1.0,0.9305490755801562,1,4,1.2513575522434235,0
NUS Singapore,Jennifer Johnson,Robotics Engineering,2025-02-10,2026-06-25,67fcb2de33680f3f981d21341a84f84cca4b9add670ca92aa870a465bde22018,0.8678547504308951,324,0.9795386335404294,0.9603911396346753,0.8137376920779866,1,3,82.01919121748621,0
Stanford University,William Kumar,IoT Development,2023-12-29,2028-01-31,4676320e72e5c54245d8e70658884c0e1ccbe09e8c2e3bbfe265afe63630a855,0.7982403109124135,733,0.964038449083122,0.9906813902326033,0.8955024933524024,1,1,29.30449933466237,0
IIT Delhi,Christopher Rodriguez,Network Engineering,2021-01-02,2024-09-29,a7b2257649490af7aef8e0f09700771957147225f062a0443d6e6d71a25133dd,0.664741643851767,1824,0.801640186646956,0.9135456558375964,0.7077268046557023,1,3,8.115024209873985,0
Harvard University,Mohammed Kumar,IoT Development,2024-01-14,2028-03-13,eeb9a415d73456196208f410bc988badb3bfc63994eb12869d487501372650b5,0.7411721959645395,717,0.7968997161631977,0.9560449407732063,0.9765081493911857,1,7,18.164282623670953,0
MIT,William Tanaka,Cybersecurity Analyst,2023-07-21,2025-05-11,8dd5c199b2d8bd8eeb8436269dec479b5d61bd80e9c8908372ace686f9278fe1,0.8868302449714641,894,0.9716123556370116,0.9346812461750524,0.9572677743104201,1,6,21.327062741418086,0
AWS,Ana Williams,Robotics Engineering,2020-01-02,2022-01-31,9faa853d2666d5e7bd3ced785261493f777373ce45c76116bb97fd6a42f6cf6c,0.589708742246134,2190,0.8839648057796562,0.8596056426497958,0.8116185721571063,1,9,8.766279907360335,0
Oracle,Jennifer Santos,Quantum Computing Basics,2024-09-02,2028-10-09,8950bf5aa4e316d4b85e3a42fd51fbc35657c9e661ce229c7d43e8e2bd4de634,0.9108184092433262,485,0.7777619214571443,0.9056512710969663,0.978398706757176,1,4,3.031936999252591,0
AWS,James Smith,DevOps Engineering,2020-03-23,2025-01-24,ab7c9f9aca011eb4ac2e51abf0357a096ac9a57c8939724ab9ef2b488b5bf1ec,0.7229016238531784,2109,0.8545506278101028,0.9131080786002562,0.8758380170583515,1,4,50.31230030825532,0
InstaDegree Corp,Michael Davis,Network Engineering,2026-07-02,2031-01-08,01ad92fd08c7dd43937209d7e3069f262401f3fdf68f496a7d27fb6aa17bec78,0.1029,-183,0.0943,0.6038,0.3495,1,0,31.55,1
Harvard University,Carlos Kim,Software Testing,2022-01-10,2025-03-19,235db3b258fb97468e36f9a3c01e3f55d3f10768843309ba2a4bd1a779ec73fd,0.8376219419806842,1451,0.8211279156065697,0.8846779369201833,0.9545962693338679,1,6,36.898430007658575,0
Udemy,Patricia Smith,Data Science Professional,2025-03-06,2029-03-23,5afa645f28c0aa043de5b8bee468c9f7f2268cb09dbf213335eb09585c762033,0.7488536173177882,300,0.9437860447515428,0.9152919482143203,0.7124177878725936,1,3,17.666943988652427,0
Microsoft,Robert Martinez,Blockchain Development,2024-10-09,2025-10-10,e490533c13b0482b6138e66eed4ab2ae4253880c8b68cfbd617646b3c961ab90,0.6535086376802549,448,0.8005097028101403,1.0,0.7861530807353163,1,6,22.291709077428237,0
NUS Singapore,Linda Garcia,Agile Methodology,2024-04-24,2026-02-22,514fcd378eb22d56070055899a66a2d58933e037d0e3c63f21acfaa043c43e51,0.9060633716941111,616,0.5188106248481306,1.0,0.9598666105507428,1,4,7.9897066089742905,0
Oracle,Barbara Davis,Robotics Engineering,2020-01-17,2023-05-17,bb4c2bef36d9dfa1180a11784692c1a8890de31234422217d3f7dd2f48026766,0.8602852009847001,2175,0.5540355384344939,0.9060392050136424,0.8551352546308488,1,7,9.08001708650982,0
AWS,David Chen,Blockchain Development,2024-06-12,2026-01-21,d0762d13403d283f3f44661ed068c442c820b7e280f6ff8a4fe3db2131d3297e,0.8939904712484179,567,0.888504373321663,0.9559818839898376,0.9120836180140014,1,9,31.14312754101742,0
TU Munich,Jessica Mueller,UI/UX Design,2023-05-14,2027-03-31,8a0a5cee8498eed55d795c24532f5a1ab14251bb0b66c7c72554611cd0f916fc,0.9268839180025348,962,0.595541684706546,0.9220652249851465,0.9236254935728468,1,7,4.895360022203075,0
University of Oxford,James Miller,Business Analytics,2020-02-10,2023-11-08,f65fc7495a36499d2e0155c59349ab341b93e2b46b157402c1135a9669ee3d60,0.8178736208191009,2151,0.9249411972198993,0.9521287000571813,0.9736307378829776,1,6,21.217569062941013,0
Stanford University,Jennifer Harris,Big Data Analytics,2021-06-29,2022-11-17,f538fe92fd842d79a3611f0915efe9ebf9741bcf49c9c281120dc3cd7e346a3b,0.9406029331464951,1646,0.8968096147483199,0.8752251861970026,0.7193378842734284,1,6,4.432298811224034,0
Cisco,William Kim,DevOps Engineering,2021-07-14,2023-07-24,c65a30d07d0852c5aab0030bbf77d5028688f1fe0e8fbfa1da0ad577295a1154,0.9082302814605836,1631,0.7958958181890066,0.9159144068087834,0.8821650868407585,0,8,85.8727777765214,0
Columbia University,Ana Taylor,DevOps Engineering,2021-01-02,2023-12-02,634d597f6608464da01f420d6569a2ef7040105f62bcba938c50d9c5cde03421,0.671688633566628,1824,0.9533863206402754,,0.8956046994561561,1,5,9.691469494804926,0
Cisco,Robert Tanaka,Database Administration,2021-11-27,2025-09-17,a6f2f17055d3e06e6db5bf3b0dd72881fbe71d17b1ec8d713072d1fcb0a0e0f8,0.7466171221849531,1495,0.9924606317189959,1.0,0.7720110605954357,1,12,4.4420706234126754,0
Google,Karen Rodriguez,Cloud Architecture,2021-04-04,2023-09-25,6d5f8d1097e2a1f154a4f3e24fdfa72c99501a3a373f0c4eea6d76a5ba89bffc,0.9890786390563586,1732,0.9964944081254903,0.9510197754095651,0.9143481770399856,1,7,10.224496711988062,0
NUS Singapore,Christopher Santos,Blockchain Development,2020-01-30,2024-05-11,0ab90528f3b6c8500709fd722822cad195a17aa7f557beea4b3f2e5d15266221,0.930272319214932,2162,0.8927834978332488,0.9573034578713394,0.9683668998716625,1,6,11.21475087129836,0
Harvard University,Pierre Chen,Natural Language Processing,2021-02-12,2024-09-09,d3a7a68924600098b366f40628005891057bcaaefd8492a5b225489ee76334d0,0.6281945312161331,1783,0.9024746931104777,0.8862206227068464,0.957032131645313,1,5,28.89932274483202,0
MIT,Ana Williams,Business Analytics,2024-08-19,2026-11-05,0f0f2e0cac1d8fd742c7bf10b2ad3932ad77c3fca6db6191c8d561f9a8cdbb39,0.9409624342424844,499,0.5313775180843975,0.926416905568848,0.800010066020795,1,5,5.225560591198331,0
ETH Zurich,Christopher Jackson,AI & Deep Learning,2021-03-19,2024-02-10,d28f038d80bf87ee54930a8a521e295dffee2cc950b9b87fc398d708776d0712,0.9606420812616597,1748,,0.996922539289048,0.8545752453747317,1,5,3.037629545856645,0
DiplomaMill Online,James Jones,Digital Marketing,2023-10-25,2026-04-11,55f0fa8cd3d0f7867c794631822db9bf007dceaa4bf407c571d900cbeecfbf25,0.1148,798,0.0946,0.4694,0.0842,0,0,5.17,1
IIT Delhi,Mohammed Ali,Business Analytics,2022-07-29,2025-05-28,e1d3862a9f59785af5314056cc407172be26f93b6f8862c5eb22e4f9684d8447,0.9467874673817135,1251,0.9592392360668472,0.9673850756420574,0.9296809211036648,1,10,18.817080803379408,0
PMI,Ana Davis,Data Engineering,2021-06-02,2024-01-29,a81d14cd0cf732f4e9840647575582496df395c6b8df829e2ad05a749c472f3a,0.8737433317809953,1673,0.8757858576985595,0.9205616532572308,0.8509534638359232,1,5,32.09683374650757,0
Microsoft,Richard Garcia,Agile Methodology,2022-10-01,2027-06-24,b9e7fbb7bb2228410abb54d1383b9b3aab2ad28812ff4e642036de4c1725f150,0.8848993546055673,1187,0.9131974258412899,,0.8454022344403919,1,6,2.0183970638681994,0
Cisco,Elizabeth Patel,Network Engineering,2023-05-27,2027-05-17,ee478a7b7eac8c461d38bba62dcc89a710f14aee1704da910996f2f8ae818504,0.6755491845630804,949,0.69466209886164,0.8590370469407241,0.7168223523635042,1,6,0.14278033198394613,0
DiplomaMill Online,Arun Martin,Software Testing,2024-12-26,2025-05-05,ecf5a8fbfc98abad4eb87be0d7124741fa9b3ad850501c663a557d16cc07a90c,0.0678,370,,0.7589,0.1785,0,0,34.28,1
TU Munich,Barbara Martinez,UI/UX Design,2023-04-19,2025-08-28,7e3e1f277e77a66af093dbe1dde3915b6183e6de19e873543568b64324dbdcbd,0.8695134800496339,987,0.9515349875982626,0.8527204766890971,0.8222270345270681,1,3,124.64048269901411,0
Google,Richard Kim,Data Science Professional,2024-09-24,2028-06-01,ee9e6affb41a260869f9419a61222186671302b00d9725605232906c251afcf1,0.6002595630018779,463,0.9460930130423899,0.9100881319443166,0.6167142839484149,1,6,5.480347584868855,0
Stanford University,Linda Jones,AI & Deep Learning,2020-04-21,2022-12-04,63f784fcde0dc33998b69667707a5cdd9ef6e524cc462d720cc5bc35163abe38,0.8450134371424632,2080,0.8974487761685925,0.8705655140576538,0.8236931988347521,1,8,69.52230853702932,0
Google,Mary Chen,Quantum Computing Basics,2024-06-02,2028-04-08,ee5a34623605b3b9b059c2e9aac424250108371c21aad883c728352ef64abf4b,0.8060023320821944,577,0.9686839106321558,0.8811803626451238,0.8935312720731962,1,5,31.11751550710351,0
edX,Jennifer Wang,Database Administration,2025-01-21,2028-05-05,07118a72267b7a13f427dfd063b49d4ca3f3f73268619eb8916743420039099f,0.5643287397193413,344,0.5422971023988186,0.913806009927434,0.9024489003637743,1,7,66.74399138164786,0
CompTIA,Patricia Taylor,Cloud Architecture,2024-01-02,2027-03-27,6f632886d9f894d51aeac93240feaeb4b19823ad78840e27c9060c313ba9bd0a,0.9222399211692719,729,0.9453959601867724,1.0,0.9326024867871313,1,10,0.9072118825770779,0
Adobe,Thomas Martinez,Data Science Professional,2020-09-04,2023-06-04,be296a3bc2f1ac8d997c7a123c82c07048bae40a6ebf043bd00a2d83e5ecf7c2,0.982398769128365,1944,0.7562559750852877,0.9237652469017305,0.9976228094433687,1,4,47.36469246157213,0
Google,Karen Santos,Mobile App Development,2021-05-17,2023-07-17,91268597d3693fa1e64db20baddc520c3c9289f0256359185985f57c11690d04,0.8338259106413165,1689,0.8616604982428409,0.8666899646097475,0.983083383515316,1,2,23.854127592132993,0
Udemy,Mary Hassan,DevOps Engineering,2024-11-10,2029-06-12,b0f4f20a51b303dbb7473964cda036f6e5e3b89163081ce704d2e5cc69205b3a,0.7625985700189416,416,0.7470553138996832,0.9213174696807677,0.9137694459436698,1,5,68.80547009180128,0
Coursera,Jennifer Kumar,Data Science Professional,2023-12-04,2025-03-26,7625e659877e61ae6ed9623529984dbf85cd8adbf093c705db74313f62a63f3e,0.8795889574946039,758,0.8479030748912008,0.8709775360828865,0.9739499182044322,1,3,1.1789359539685336,0
CompTIA,Robert Thomas,Database Administration,2024-11-25,2028-08-04,7b8429d4c1c49ca6ce875e4eb23c110950a09156ea984b0349afe744910aeffc,0.880736923872642,401,0.9098079553322137,0.9991469847147939,0.764121510079468,1,6,8.791968383257103,0
NUS Singapore,Carlos Martinez,Data Engineering,2022-06-23,2027-05-22,b4b3c65758b6d3bfcee2f0f144d401e1e528016345620e07d4fdaea193a5ac44,0.8261799915637822,1287,0.8534843620804657,0.9011199775862825,0.9927574896002821,1,6,25.070333359870503,0
AWS,David Johnson,Full Stack Development,2020-08-15,2022-02-17,37169dd8a104e4e30cc981ac9b01550c63a56c21c02ebf262655f911312b5e85,0.9488803059348477,1964,0.9777791601292549,0.9232015969828572,0.7884034430624283,1,6,9.832966727419524,0
University of Oxford,Wei Martin,AI & Deep Learning,2023-11-19,2027-05-03,ece1ef21d916ec4799f1355b87942bcd8c8d632ddad87a49495ed449748b141a,0.9360582145348092,773,,0.929912130437493,0.8656369508717051,1,11,16.30370471774672,0
Stanford University,Mary Kumar,Project Management Professional,2021-10-21,2025-07-17,3c909877dbbf007757e26c050dac7fa614c3b0e4c119107cf6dc1e90daf6e346,0.9042805602111774,1532,0.8636001872043336,0.8211710461830377,0.8298426877087686,1,6,46.400108179326374,0
PMI,Richard Patel,AI & Deep Learning,2023-04-21,2025-10-23,907f81747d2f316f454734e51afe96532024c9318bf69c949f07aca9bc1157c9,0.7273468208047053,985,0.9902913324520328,0.8421374468716494,0.925609953556463,1,7,30.72802309358186,0
Cisco,Michael Thomas,Quantum Computing Basics,2022-02-08,2026-10-28,a89d82d50a8242b3b8d373c7f9431507036cc7edd4dd5533c1a055257ada8f6e,0.8817710287408261,1422,0.9438749684264246,0.9046169198526263,0.9711318962695027,1,6,27.47288894987975,0
IIT Delhi,Michael Williams,Agile Methodology,2024-06-07,2027-10-05,8108a91fd66e6de793e2734aaecb1c100cc1eff5b97c4ddbf7084cf427bf5524,0.7034192429503314,572,0.7639768399333471,0.9402024583266485,0.844888897479451,1,7,3.567535071946007,0
Coursera,William Patel,Natural Language Processing,2021-09-07,2025-06-19,968c3497385c31b5cfed5a16b618848ca0be5da9400d17946ac257fa3d0d28f3,0.7411062888283619,1576,0.9437709357245533,0.8380172548491904,0.9045379691884412,1,2,6.0435958214801415,0
TU Munich,Susan Chen,DevOps Engineering,2025-10-03,2029-12-17,d3ba166a202030886d6f8f1faa8571dfa27baad5cca102da313f7ecbfb639cf7,0.9718874464713432,89,0.7929631601293318,0.9391974406048736,0.8705557960113227,1,5,3.188129877126233,0
QuickCert Ltd,Priya Miller,Cloud Architecture,2024-08-19,2028-01-23,8f50a3b0286ba6c947f44a2401a58decaddc523480bb543ad077e677e83963ad,0.1034,499,0.3485,0.8383,0.0093,1,1,99.24,1
AWS,Jennifer Martin,DevOps Engineering,2024-01-11,2025-05-21,798aec3ce9636b9d45f8030fd5a2d4855f5fe3d1add00770e73d9689528ddd2d,0.768639479769515,720,0.7043639394495624,0.930061246551048,0.8757819955070889,1,4,0.9791503595010911,0
ETH Zurich,Fatima Thompson,Cloud Architecture,2020-07-20,2024-02-28,45e3e7e1587e3d527e8faea6931809f6eb291ae3d2ea340a4b0dbe3b645122bd,0.7582786473159376,1990,0.6728580177597288,0.8838696625889035,0.8281023527506223,1,9,17.15661417125919,0
IIT Delhi,Barbara Thompson,Machine Learning Fundamentals,2022-05-26,2023-12-13,e8edb02a0908f752e5ecfb1166f5ca289d3336134dd99c73e5590d7eca83b4b4,0.7110395946291233,1315,,0.9742616160158338,0.8038412865151386,1,4,105.13146458963573,0
Coursera,Richard Mueller,Quantum Computing Basics,2024-05-29,2026-08-10,1dfd4be1808890e2559eb9af01a439156c395af830d4dcb3b5a98bd8b5d57246,0.9426359715867195,581,0.7818497442407164,0.901391395346133,0.6182417264344932,1,4,5.96205911404094,0
University of Oxford,Mary Wang,Software Testing,2023-04-23,2026-05-03,b8fd5c38ee1cde3b135a3c5c4d04848895b091b601ad0fe9e0401fccd33427c4,0.870223069302571,983,0.7741858376549627,0.9245597455898198,0.9523435968943935,1,5,16.573267374737878,0
Yale University,Yuki Tanaka,IoT Development,2020-02-08,2021-07-17,7baa2b0bbd9f1fba02d27731b17721bf7c73cf4607026f80649109891629d58b,0.6694672969079339,2153,0.8226573452775939,0.8286525067027027,0.8390569597321262,1,8,18.141902129085018,0
ETH Zurich,Pierre Davis,Cloud Architecture,2020-01-15,2021-05-29,f27e223e8c33a6eeaa5ee6082a03f5b7a40124c68ea83de5459321bdcbbdfffe,0.9202707764229415,2177,0.9087491053523212,0.8585615329477041,0.9697847869170727,1,8,40.563556543254755,0
Adobe,Richard Martin,Digital Marketing,2025-12-11,2028-06-24,93352a505d00b98362f6c462c4c9a0f606829f2095e0c65ab0036d1f4a962d12,0.6674227421663806,20,0.9675458937671937,0.9495742507346998,0.9820540654865887,1,4,30.883936281607188,0
MIT,James Johnson,Big Data Analytics,2022-05-15,2024-03-29,d1cbe9348132e7b44f94c44844969dcd82976f8719a66e16d5b44681ec4fd0e3,0.9015173974397872,1326,0.8326983079650982,0.8617176594365246,0.8979813761210316,1,8,13.194567666504021,0
AWS,David Tanaka,Database Administration,2025-12-11,2027-07-09,984538e7f2844627469c9397854665bb544ec0645a3ddbbef5f8fd5c7b03a69d,0.5356196647334636,20,0.9321042885203056,0.9406124776126716,0.8168178230891759,1,6,10.92539938824714,0
TU Munich,Jessica Taylor,Network Engineering,2024-03-17,2027-12-06,886dcbaee7bfe121ee536566a9ca904bc596f3bd9539e72e4a415a89fede9ec5,0.6080534330667414,654,0.9561320612462597,0.9602898358427866,0.7944860541606836,1,7,3.1632630860242457,0
Harvard University,Fatima Taylor,Agile Methodology,2022-04-25,2026-11-02,491665bff5ad43902506fb59e5b0f2cc0f7fa3deb6e9af92ef93896ff6f030fb,0.6415738270318395,1346,0.9386871574962535,0.9542395794981512,0.9207213151626429,1,6,39.79597669991837,0
University of Toronto,Joseph Ali,Cybersecurity Analyst,2023-05-01,2025-06-24,d01b9faeea54c5e632e95d2f8ab364b9b9ec41de30fff0b15102e20e40904f92,0.40324541648482,975,0.45136039419659096,0.8602182438573147,0.9359620810739522,1,4,37.62958842617229,0
IIT Delhi,Sophie Williams,Machine Learning Fundamentals,2021-08-02,2023-05-10,5d430e489210cb58b88c34ee288933efeae774cc3053367cc0b4fb96f3770c80,0.6541942691625573,1612,0.8297967568817614,0.8902288398561979,0.6954974964325791,1,5,25.825662756864332,0
Cisco,Richard Chen,Big Data Analytics,2020-03-07,2023-03-23,50956b5873edc6f13b2adee08582ad962c749fa437252fbc15595f26979724f6,0.6875214959128829,2125,0.8419077435155582,0.8789966111794696,0.910925439748697,1,3,43.16407730230319,0
CertForge Academy,Susan Chen,Big Data Analytics,2022-01-18,2024-10-14,d7f3637f54c42ce1602ce271458b91e109ac4df2d40d7a25dab0ffb39478c4d8,0.1347,1443,0.1183,0.8154,0.1837,1,1,103.43,1
Yale University,Mohammed Chen,Data Science Professional,2024-11-19,2028-09-18,ff22217e87a9bbda44b7d3c023d2b315c07b79ff7a741e3a9ada7880d0395db7,0.8873125377503519,407,0.5644859354651924,1.0,,1,5,55.13262229327685,0
Johns Hopkins University,Robert Davis,Quantum Computing Basics,2022-04-12,2023-05-20,9adfe68060e651446db3c39f5b4602e061c143857333e483bfe6f404ca188445,0.8880403626254065,1359,0.8877904330188918,0.9114572685165327,0.644711936824894,1,9,7.719228241874988,0
Columbia University,Susan Jackson,Big Data Analytics,2022-12-19,2026-07-02,712969e07d22dcaa73c9ee1eb27c843dd702babe29d8cef3de476fd5ab710eae,0.7831229255166583,1108,0.9902713525962534,0.94764059895965,0.9614871851480679,1,4,99.750771188116,0
Coursera,William Santos,Network Engineering,2023-08-18,2024-09-18,dd4a96fae35fc23c2c82765ba7859d12a2d00f59f00da4fc30910aa21ae226d8,0.8484096842253324,866,0.914308336673678,0.8455369062313153,0.937737536114001,1,2,29.86526110506516,0
IIT Delhi,Patricia Jones,Data Science Professional,2020-10-21,2022-01-17,92f697c0b397feaa38f1938ee18aa7e9f87717a14b4d2d628a1ab3a800c787ad,0.7156338212558568,1897,,0.8532871187295786,0.8854013900586727,1,9,23.295994260282853,0
Adobe,Arun Martinez,IoT Development,2023-09-01,2024-08-31,a00918f08190f19d65b695733a796afb2c4925ffbd566231e4b1c60ec03aecde,0.7358417034942216,852,0.9488912995577207,0.9241901494797556,0.9541458317384992,1,6,25.629120720712105,0
Adobe,Yuki Wang,Natural Language Processing,2020-05-20,2022-04-30,1f627ee2f9197d2e9d77b6c38db2b37f41da11a103592bd871108c59983a8671,0.7593348658523421,2051,0.6827311269730763,0.9625873532385363,0.9071340851604,1,6,52.9014054219108,0
Salesforce,Pierre Johnson,Robotics Engineering,2024-12-29,2027-12-28,d9b2ebe4ddeca118d14da2bf041227fbcf1dd6f4a0c7e37d9d5ffc584ed07db1,0.8627237817832566,367,0.8825562224058916,0.805932920331388,0.9648720403307662,1,3,6.011564974671943,0
IIT Delhi,Ana White,Machine Learning Fundamentals,2024-09-19,2025-06-23,5a28351dea2f59f191116ff6a78e208e3ef3b42cbafc367cac0923c1a13f846f,0.115,468,0.3163,0.4237,0.0567,0,0,149.17,1
Johns Hopkins University,Carlos Jones,Digital Marketing,2022-02-28,2023-11-28,3d961bc9f844d8eff2a42ea1c355ab03e95312b8a7bc32f2b3a8a9abe1608e9f,0.672938390346123,1402,0.573987710215481,0.8593220379301914,0.9035801789721929,1,6,4.223288148948592,0
AWS,Mohammed Patel,Cybersecurity Analyst,2021-01-15,2023-09-14,077b3bdc0b163ce3e9fb88edacfed24387f63724037d1551ab0d446cd67cd42d,0.0329,1811,0.1932,0.4582,0.1323,0,0,92.81,1
Harvard University,Sophie Harris,Network Engineering,2021-02-17,2022-06-07,0c620157e64f856d007d653c804bf2a0bf0fc822a9594f479d4f6eb9e79fb99b,0.8114236855760428,1778,0.8849370229788222,0.9834937355115598,0.7127536832116009,1,6,5.072838377387104,0
ETH Zurich,Karen Santos,Big Data Analytics,2022-11-13,2027-09-22,64b08643e467ee36f6f73541d01d5d2f26ea53ee27d556601c99957be35a2251,0.9745162817573141,1144,0.8826547654188651,0.9875595950604557,0.6837021997812645,1,11,48.46676461233801,0
Coursera,Arun Wang,Natural Language Processing,2021-04-14,2023-08-27,e0920226aed0f4c24f5ac3a8702a57e9ff0b9398e344e9235654080bfaf0ffca,0.5737039144386008,1722,0.9229031416631472,0.890655305108455,0.9268800209305295,1,7,2.6462771429111687,0
edX,Jennifer Tanaka,Network Engineering,2021-10-10,2024-11-25,3ac4d16d821e425e440c7c2ee14c82c859b6f5afee6386c2a50952020f766a50,0.7031526275898867,1543,0.5377376446725617,,0.8278130135592173,1,6,4.435744870637222,0
Microsoft,Elizabeth Ali,Full Stack Development,2025-12-18,2028-04-07,21b30f2e16a7f895a22bd69034c809b90e7902d6e78be6de98724a8564289ef5,0.8015257790055019,13,0.8837374105986769,0.9795382679840636,0.8887100844124763,1,6,13.12993768304579,0
Coursera,Mohammed Thomas,Cybersecurity Analyst,2023-09-20,2026-07-28,685731f7f786ca622d54c17077d20a81f03b411d2b89c89f3730de87aebb53d4,0.796682836811204,833,0.9733014546933394,,0.9140324471512117,1,4,36.98055945090206,0
Columbia University,Pierre Jones,Cybersecurity Analyst,2021-01-04,2023-11-12,fe04e0cd130964713b155aa66f41f90118974fa1f9c968edde0c579bf4ded80a,0.8356564465121807,1822,0.8857094233831222,0.9393042491110091,0.8576288629741612,1,7,106.87659240379823,0
University of Toronto,Patricia White,Cloud Architecture,2024-05-26,2027-09-10,06950d6a74aa977d3fd0be7bfddcf32ca51c80822811fcd3c9b49e142f95eba7,0.7304536127175311,584,0.9143538244298302,0.9658666366953272,0.6868898791998967,1,6,32.53432070277292,0
Google,Christopher Mueller,Quantum Computing Basics,2024-11-23,2029-03-06,0c96d8a773a8e7fb75381a06b4611c8d35f0b9bdcbaa449def5f672b32b54b60,0.7835342909190827,403,0.6453159671812526,0.9600766982296555,0.9346705722949216,1,7,2.8212634026256684,0
University of Toronto,Sarah Smith,Network Engineering,2023-06-08,2025-07-28,4933316d3f45280b5a8b5e6af58f1f91df43c05a8f9dc2ca2d8ae3fcfd93dddc,0.7891516180679575,937,0.7816104907310575,0.9660962423560371,0.8906087147166807,1,6,25.420009070593277,0
Microsoft,Jennifer Rodriguez,UI/UX Design,2020-07-20,2022-10-05,6d78c724a067a0c24f62b3d7c83f3bcd9fe90430ac51993ea4ff65d380703c83,0.6928508150692507,1990,0.7545666578212692,0.9137975895742338,0.929837412479733,1,9,4.194230085113612,0
IIT Delhi,Ana Jackson,Cybersecurity Analyst,2022-07-30,2027-07-17,4f66dab734ace1184d48ba3f3735e2012a25262b93543239fc0490d0757013df,0.8351344109268376,1250,0.9393146824009911,0.8980789022269149,0.9565932571755082,1,7,11.253918377556857,0
NUS Singapore,Arun Martinez,DevOps Engineering,2022-05-08,2026-12-15,230969a77757309c7507dc625e65d839e6798afefee35abeef9552b44d89638a,0.8817723212586898,1333,0.983667436336487,0.89926825486347,0.7246915987137114,0,10,11.783137937723897,0
Stanford University,Sophie Kumar,Software Testing,2023-08-01,2026-05-18,6318eb188295049d389d09dee6a753f86415794263b394b89f475cabf567b76f,0.9674866448849201,883,0.8646861489229173,0.8776746021114894,0.8980911797513987,1,5,9.577756441370267,0
CompTIA,Sophie Patel,Database Administration,2021-03-09,2025-08-29,5d525978108641cc3d67d30de533aa250c8b87fe2d5fe8984c8ecd7f51a0df1b,0.837588421905258,1758,0.737451087511704,0.9383578525943927,0.8351780563897085,1,5,11.094606769382976,0
NUS Singapore,Karen Hassan,AI & Deep Learning,2021-01-17,2025-04-16,853560093be45d5c797de589958b63c8d80235416929980103003f68c4ecd069,0.5427743692825701,1809,0.6239101731996402,0.9764443317096174,0.7905964383749143,1,9,1.6378509035802093,0
MIT,Christopher Jones,Data Science Professional,2023-01-29,2026-06-11,b55d0e58fa72be077caefb3df2333c8bedf589884296ed107cad6c2b0cb5f2fe,0.5878640519175903,1067,0.9136060428953697,0.8945171814093806,0.9814486071728153,1,4,56.1475088824781,0
DiplomaMill Online,Christopher Ali,DevOps Engineering,2026-09-13,2027-04-26,0b47e95ed6a6a1b88a77df44fa9200036e2373b96a6a2ab8691d109ab9a0ff9a,0.0743,-256,0.2729,0.4928,0.4173,0,1,25.56,1
ETH Zurich,Pierre Jackson,Software Testing,2021-02-19,2022-11-09,4035fc9e246e562109ee7e7b4a978d695e23f6fd729299cd8272c0412a1c6a6e,0.7690360019870193,1776,0.8202627292803929,0.8949809734728389,0.8757314862182111,1,10,41.198312205747314,0
Salesforce,Barbara Ali,DevOps Engineering,2025-02-15,2028-10-20,6d7c34a8e8c90c6bc0d8852ab6ecce79d7f0a0331a3d943e0be6028a5561e564,0.9119922715365715,319,0.5820353012413112,0.9176188703012561,0.9861821296008397,1,7,1.806975311501445,0
Harvard University,Elizabeth Rossi,Cloud Architecture,2025-06-20,2028-01-31,7983727e6fec1babd99b2f8f633adb5867e936f1887ec31f9a881a0c9ccbdf29,0.8140796719764427,194,0.5428968762458894,1.0,0.9885070203418456,0,7,3.6696767698180883,0
CompTIA,Ana Davis,Network Engineering,2022-12-30,2026-06-22,d565af7a564019c5bb628376d3b409e33eda82bd97fc0e4a9437ffcab8f9651e,0.9686722048354096,1097,0.750387661917908,0.8969639350868636,0.92804859262314,1,1,50.992803255081625,0
InstaDegree Corp,Robert Kim,Quantum Computing Basics,2021-02-05,2021-03-11,1402cf4c2bc3df0c11f0c287d4c802b961009c82b5aa4bde8203ae7c320fe165,0.3129,1790,0.3792,0.5851,0.2186,1,0,22.13,1
University of Toronto,James Taylor,Data Science Professional,2023-03-11,2025-11-19,ac2236df4899441e1a7df62628f2c887edbd0c28c536cafbea46b944f187b56b,0.8117732415155232,1026,0.7966010603071761,0.9023948400225379,0.897497349612431,1,6,13.585112780482023,0
TU Munich,Mary White,Software Testing,2023-05-29,2027-02-19,35dd185e49e8da45e6477688695949807807787a05475914f556b457e66f5d71,0.6835557787445687,947,0.7506564258040368,0.9389551413073505,0.4640719295804599,1,3,4.493096545424618,0
AWS,Richard Kim,Data Science Professional,2025-12-19,2029-01-22,b96e2920b707132164123b2b25ac770ad3558a5db390a24b9061c193ec2e9eca,0.2288,12,0.1651,0.8289,0.25,0,0,36.61,1
Udemy,Arun Rodriguez,Software Testing,2022-09-16,2027-07-30,e42c14af007351676c4b298063a2c4eb1438d14d310cc4dbd30e41e552a3ac47,0.8550120906889951,1202,0.8356302730485399,0.9565434685256736,0.9620815913187437,1,7,8.869501889999881,0
Microsoft,David Miller,Quantum Computing Basics,2024-11-25,2028-10-16,5d25afb8c6b662953d1cea2f6808baa4ebe981c481c79c9e52e1221ca67938da,0.8856607858097456,401,0.8830557559216096,0.8647604593944394,0.9446466581699424,1,6,36.784310025298204,0
Harvard University,Thomas Kim,Network Engineering,2024-06-14,2029-02-15,931625cc2aed40f3be93a58943c1296ba6477fc738efb0ca470b462ac012a7f6,0.995234940487348,565,0.9273743236712438,0.8994558907528575,0.8992580002341893,1,6,1.7432466426826296,0
IIT Delhi,William Miller,Big Data Analytics,2024-09-07,2028-07-04,98075f12eab02a2fef5e16773ddddc13e8d453271c08c69419f3a9558ed73216,0.981757701903206,480,0.9071607786088297,0.8459828161805756,0.8768453981183263,1,12,4.913067960391231,0
Oracle,Ana Williams,Quantum Computing Basics,2021-06-05,2024-06-15,bca8ee29699d91d10e8586f56ef700fbb0231ce26913d456266a89573847e952,0.9210087736538976,1670,0.7803826758690695,0.9543003694376545,0.8530131814947564,1,5,15.242250185134816,0
Coursera,Arun Martin,Digital Marketing,2023-12-10,2028-03-30,aff311fd090acf2042a7a33c58a107312d1060c5411917c1680a57ff6e5a06ef,0.5820381153914822,752,0.7612483358619921,0.8238525824974338,0.7289815216854924,1,9,20.641499114004812,0
Johns Hopkins University,Joseph Taylor,Quantum Computing Basics,2026-05-04,2029-08-16,e3c182b667f517ac8e58ace78c42a379469af29aca7c3032b5b148fecc771943,0.12,-124,0.0899,0.6355,0.5958,0,0,5.73,1
Salesforce,James Dubois,Full Stack Development,2025-11-01,2029-03-14,d2f2e38e08c2b881ac1d434fe500640f70f6a44058c5bb93327b7a8c6f992e21,0.9449854383351574,60,0.9312953361634624,0.9426396347467253,0.7838357522561513,1,4,16.634846733678817,0
University of Oxford,Priya Martin,Agile Methodology,2021-05-22,2022-09-30,fbdec53baec820528807d7a26a6e05b8725019870242971f0efe0d34633e5726,0.7367999009274999,1684,0.6742667534561537,1.0,0.8521868335085303,1,5,39.88211499277202,0
FakeUniversity123,James Miller,Data Science Professional,2025-05-10,2028-07-31,ac58f12c,0.002,235,0.2112,0.3691,,0,0,22.38,1
University of Toronto,Susan Smith,Mobile App Development,2020-10-12,2023-03-23,dcff67564fad3dd983309e5aefb4682c5a203ba80f8a53bea2fadd4669f58942,0.9207325971837211,1906,0.7563633981581103,0.9568789993294697,0.8940585975572634,1,4,7.6731503802683125,0
Google,Carlos Kim,Computer Vision,2024-05-27,2025-12-25,ee89c73b1069a0fdf136cc7b4eaae07fc5ab86d9fadb4885a4658db6f78ac915,0.8163177283712704,583,0.9780364016384717,0.8882946393016404,0.8768658065569028,1,4,4.942855257766553,0
University of Oxford,Fatima Taylor,Digital Marketing,2025-12-23,2027-04-28,81879325a80d3f1c6a86d91573760e06cf5c5e26aa5e152e96f0e22723a18d9a,0.9167924976860286,8,0.8448466685714748,0.8623846368329955,0.8276242091167402,1,5,84.99965746729383,0
Udemy,Michael Ali,UI/UX Design,2022-02-02,2025-02-21,927785dae39782a344b1cdd37165648599cda3d89dfdc738272b19ef5d3bafb7,0.8389238021695692,1428,0.9511881464225269,1.0,0.8777893115324172,1,7,28.272697327458392,0
Columbia University,Pierre Ali,Robotics Engineering,2024-10-07,2027-11-12,4b7b888a4ab243100e32172229e516db8a21a34144177ceed09d1571d220015a,0.9440968964346927,450,0.8411190363341191,0.9105197668116003,0.8105572556981242,1,7,7.167023256174295,0
IIT Delhi,Christopher Miller,Blockchain Development,2025-08-23,2027-10-26,7c69c40e8b8d0515a15bd5a09d3eef997dd3fec22c547765851c0100eb69811b,0.8988738426856231,130,0.7465978616483916,0.9991662597617061,0.8431409113255802,1,7,6.7213480116327196,0
TU Munich,Linda Kim,DevOps Engineering,2022-11-21,2025-04-30,c3b3940dd8ad5197736de613148ca9ccfd40935ff99eed49557286d720493daa,0.9842073670309721,1136,0.9764035414667654,0.9229422932213137,0.9725490738935934,1,4,211.41223358451893,0
ETH Zurich,Sarah Chen,Agile Methodology,2023-06-10,2026-05-13,4b481c324d24209327f0d27bd425efc22953b61dfb3316b9e3baa10f3eb24cbf,0.9703845565324557,935,0.9922398953753662,0.9617811422276076,0.8235465456263563,1,2,15.611612115890178,0
Microsoft,Patricia Smith,Software Testing,2021-03-16,2025-11-19,06a308bc89e561d26b235961c725f2c803b4496edd050806fa0f377d03585b07,0.7685100305893802,1751,0.8954668105074968,0.8397378562192377,0.8781795534235056,1,6,15.68648723396745,0
Harvard University,Jennifer Jones,Natural Language Processing,2025-09-14,2027-03-12,0f31d0f3106786d59867a7f068c9d41e9f5be6a0d85778d26f9f1311ff8e5d9d,0.5321954813010651,108,0.7963103968062547,,0.6915490567859691,1,7,110.86531046644922,0
Salesforce,Arun Kumar,Quantum Computing Basics,2024-01-21,2026-08-18,11cf2340a8a37de8c9d8e3fbd0fd19075425fd4ef73aecf0ee0b8a2f836d31e7,0.8908266891482273,710,0.9450596534120749,0.9214552190504248,0.8368494085018335,1,2,25.918098747079817,0
NUS Singapore,Karen Santos,Cybersecurity Analyst,2023-08-24,2024-09-26,639f56a6aad7859787591dc4d4e6ab773caf91d5f828b14470b277bee1f07d90,0.8118799212110892,860,0.9761134981940165,0.9377175586769979,0.9426313383943488,1,7,75.93370789171246,0
Cambridge University,Susan Thompson,Big Data Analytics,2023-08-10,2026-07-10,ac2d95839c01c57d5a3d9ae132aa21f9cf42dc2fb5c921b48ba3dd9e52a84f39,0.9279746909206096,874,0.5977361276801406,,0.8491541711810435,1,4,1.5745560730460375,0
Cambridge University,Patricia Harris,Agile Methodology,2020-11-05,2022-12-18,96cb26e7a1695c8c4a35a993957d1c7b0766965e2aab398579e4bbc13e53a9bb,0.7451120063854874,1882,0.9755928153817266,0.8383480643295742,0.786813265245698,1,5,29.965987177229344,0
Salesforce,Wei Wang,Machine Learning Fundamentals,2023-06-04,2027-04-30,771eb0f5509afebf4e851b3bce95a4a464d4c19701da4856ca528618894630b1,0.8707297945158191,941,0.728958489984947,0.9181229827012557,0.8470806022471249,1,3,7.790449696856515,0
Harvard University,Jessica Jackson,DevOps Engineering,2022-09-16,2026-10-30,79bc74af6aeee8efef9eace7392ae2380efbb4ba78ac80cfac5301a0486da112,0.906408323680655,1202,0.7591822899127021,0.8910866706301287,0.8214832223311646,1,5,1.6801644544760956,0
Yale University,John White,Robotics Engineering,2020-12-24,2025-07-11,09033ff481bff5ce92a3e36f7c2bf6f49dbd8608fe166e996609faf36c13e6f2,0.7763201654917954,1833,0.8967300280997871,0.847112165638636,0.969310727414463,1,3,7.339444822229095,0
Yale University,Mohammed Mueller,Robotics Engineering,2022-10-02,2025-08-24,0f93b894eb34d4094e724dc5d0d866781bf7aef9c3b488d9707c0cfa04e78f73,0.89245063241805,1186,0.8866457918218353,0.9029851107392229,0.8527597144197279,1,7,5.457394928627569,0
QuickCert Ltd,Elizabeth Thompson,Network Engineering,2021-06-18,2025-12-24,a51839a2,0.1571,1657,0.3096,0.9396,0.0923,0,4,168.62,1
AWS,Sophie Thompson,Agile Methodology,2024-11-26,2027-07-17,5dfc79ed40ad98589fc61acbf092ec378d34716284cf18fd40850c0527f1bc06,0.8160105403753116,400,0.8361653108797279,0.915876703700551,0.9842243345701133,1,5,51.62258255108068,0
NUS Singapore,Patricia Thomas,Quantum Computing Basics,2022-01-12,2023-09-28,911dc0df52165205f089d4c89d76de1b2849b34b06af452eaa920d9f3cd7728b,0.664852782105309,1449,0.8219111394628247,0.9737412623506605,0.9608994221625008,1,12,5.343634257916482,0
University of Oxford,Yuki Wang,Quantum Computing Basics,2021-03-14,2025-05-30,044da9ae2bf9d431eda00095a20e4751959f3754d22ca9445be74686a19fe026,0.6478387778385809,1753,0.5748842245712475,0.9490746460427585,0.8781035350310064,1,6,8.16536433439476,0
CertForge Academy,Jessica Brown,AI & Deep Learning,2025-12-06,2030-09-12,311f32b1eab9af40b77c5e59de2df6ccbf286806979cb0e5e5cfa218b404067a,0.1643,25,0.3647,0.4922,0.1031,1,1,32.28,1
NUS Singapore,Linda Harris,Digital Marketing,2020-08-09,2023-12-04,fcb78c4fe4edc6906583d8a0c9f8934c1abdd2ddbd488b479824c4c8b00b9c32,0.6985294158739729,1970,0.8010601839778391,0.9016082157787655,0.67083286887881,1,5,38.65808795001776,0
IIT Delhi,Carlos Davis,Database Administration,2025-09-26,2028-09-22,34d54112ec02caafe9225e972a4a5e61bdef230b2baac843a6fddc9dc86ba89e,0.7154450341605946,96,0.9156887351919605,0.9257930379421,0.8941990553194672,1,5,35.5910707699377,0
Stanford University,Susan Davis,Computer Vision,2020-06-04,2022-03-23,2a12cf6cb1117dc23542aa97061f8ef638b8daea7ebee69f8ded50a9a2de2220,0.623997543213224,2036,0.30021074079190346,0.9842982092907567,0.8907250377715358,1,1,27.131405026330153,0
PMI,Elizabeth Johnson,Data Science Professional,2020-11-04,2022-07-06,81cc8bb47767ae6ad86cca01a53fb7c4cded9dc0ceeeb78884e30e7edd17aefb,0.9422978841680336,1883,0.8035755363363245,0.9702174994484374,0.8576363573842145,1,5,4.651247682775294,0
IIT Delhi,Mohammed Anderson,Robotics Engineering,2020-09-01,2024-01-30,33390892b48a898ed4b9078fa36defa0be8dd31af72b591351eb4e57a302ac6b,0.7995279278613696,1947,0.9877381892346201,0.8504250424256542,0.8989969431088135,1,3,59.87585637513365,0
IIT Delhi,Michael Williams,Cloud Architecture,2022-02-10,2024-04-05,43ae5cb587c42ff86de2078d26442e4ceebba5b9b41dd80215744a9f920bd8e3,0.8820358201826638,1420,0.9869433693146024,1.0,0.880308472989734,1,5,83.15801393429804,0
AWS,Mohammed Dubois,Cloud Architecture,2020-11-22,2023-08-30,4c4d8b558cc11bed7d9638d7e593c41454d742f5ce9df341c59db310581e1d0b,0.8903273453522351,1865,0.5309601850448515,0.9338331271023861,0.9008790168293578,1,2,46.809978147866964,0
University of Toronto,Pierre Thomas,Network Engineering,2021-08-13,2025-12-02,20bbd990277542b192a996f5d2afab67a43f3293f2c428ccc29a8f559fa173c0,0.5434066585919803,1601,0.7290853065460068,0.9270918228036179,0.6028468412919613,1,7,33.16634497077869,0
Google,Joseph Thompson,Business Analytics,2023-05-27,2028-04-21,e2f91aa8731b319e4ca55485d64f43cfed6e7cd07d42233d5a348bd7abe0d77e,0.7110100841072374,949,0.9060367284879908,0.8515807167450749,0.8044275622033461,1,6,3.7228066826993382,0
IIT Delhi,Robert Garcia,Digital Marketing,2021-05-05,2025-01-22,17271e3e549ad854854a2b13dd9781de0c72dafe62329ea7b0ae04f27f72c7bc,0.9176203234166199,1701,0.942320855158321,0.9456353863454459,0.8580377710373853,1,5,12.306664656876503,0
Cambridge University,Priya Garcia,Digital Marketing,2024-06-08,2025-12-19,1df5766bd034e6bbd653871f2ca9c5062cc0487f084bc0569ee595043567f2f3,0.9693230861101474,571,0.8759368105960884,0.8619057367005915,0.958454115952477,1,8,38.43504731595284,0
University of Toronto,Susan Johnson,UI/UX Design,2024-02-02,2028-04-28,d440900dd5dfa9a8c46938128d2f123e1bac59db66dcccaa89034cb5066ce8f0,0.6737302354987291,698,0.7852700778482014,0.9112236565336005,0.6925936118901105,1,7,22.627765144131864,0
Oracle,Mohammed Kim,Project Management Professional,2021-08-25,2023-02-13,3367677243d98c5cdc3d3514fcca9069d4f665cf1f79255da1c29d3e6655c88a,0.5585043525303476,1589,0.8079327587141679,0.8742380626926058,0.9432673598401257,1,11,3.649399102838951,0
Yale University,William Davis,Data Engineering,2022-08-10,2025-05-02,cb04ba0b490c6ea2aea9fba5140c76768216e78946b80297dcf0f0b3904c05d3,0.9316317629374965,1239,0.7076401282107614,1.0,0.8853672812138857,1,10,70.47214119440514,0
MIT,Elizabeth Wang,Computer Vision,2020-10-10,2025-07-23,6c94a2cc94a54850d1565b17834c4ec114ac38fba6866c60a92c26937c4ec021,0.7551741892829698,1908,0.8557705722241112,0.830924829597449,0.9615857812100106,1,5,35.45445038275322,0
Cambridge University,Thomas Thompson,IoT Development,2021-10-15,2025-01-17,577ce062a6f1a9f194511dd212a922f98a699d70dfde400630ada36763d9b24e,0.6144171977912875,1538,0.9856973189093732,0.9542227815869744,0.769992907329881,1,3,11.583773175192857,0
ETH Zurich,Jessica Rodriguez,IoT Development,2021-08-24,2023-07-08,0bc019bb0e82b2b9eb94ce370c610f7a95e2d003c07b5291144657f55a440f3c,0.894548729852964,1590,0.8317725545503999,0.890014332019092,0.9461579742996117,1,3,27.352998323446286,0
IBM,Elizabeth Miller,Big Data Analytics,2020-03-12,2022-01-08,ef0c4bedcf08d00983365e256d75cd0ed52e0c2382d7a650885fefe184899f2f,0.9455820727002916,2120,0.7906442447883903,0.9779219690090483,0.7406573521836408,1,5,3.2560870083789424,0
Coursera,Priya Patel,Natural Language Processing,2025-06-19,2030-01-15,748705c55f44cd151088384f470a7be163c71070ef3494509455beb6180653d7,0.6397705562776788,195,0.8585075249578865,0.9903613396703373,0.9032257003420667,1,5,0.3570973433852629,0
NUS Singapore,Jennifer Hassan,Data Engineering,2025-10-12,2030-04-13,00d4ad14fd903dc860c1705c47de03180245f458c59ce06a61d679d53280db65,0.7560129374565099,80,0.5323457552740828,0.9371773420132355,0.6544411206157317,0,9,0.6638892643382016,0
University of Oxford,David White,Digital Marketing,2020-08-22,2023-02-02,3281a4a2075768b77a0a24634f5d07ae9174ad97a04607f61a752f79fee63862,0.742839303165028,1957,0.8316954918478603,1.0,0.9000686982686588,1,7,13.370522938409994,0
Google,Mary Hassan,Blockchain Development,2022-09-28,2025-10-19,1146dbb8ac76b3d15fad036e07905100471c1b5f5f90e74e885ce1ee18f36739,0.8284564100397561,1190,0.8968993597439276,1.0,0.8311080853875992,1,6,34.19803838307996,0
PMI,Wei Harris,Digital Marketing,2023-12-15,2028-05-12,393e95cd14492d7e760fe3085484f843a8fc1257023d6132c69c4a98ec1b5260,0.5607009419704609,747,0.755781148061524,0.9977242353697848,0.8275631822585113,1,4,51.552727249854144,0
NUS Singapore,Richard Davis,Mobile App Development,2022-04-28,2024-07-20,e9b6382b6a7b3f9e3051e7ea13e8350d974e9ff15df3bfcf9b1b1d31dbbb391f,0.8082273812100532,1343,0.9376521465610373,0.889942887520743,0.9792935018094319,1,7,50.2157452451917,0
IBM,Patricia Jackson,Database Administration,2022-04-20,2024-02-05,bbea4895fcee8d8e704348d42a976e3dd8519718e5d971c74aaf344d2bf509b3,0.9335471131569832,1351,0.8615926531093105,0.8937325821522413,0.8454393899750879,1,6,3.491552794227109,0
NUS Singapore,Jessica Thompson,Data Engineering,2024-10-16,2026-09-13,53697a36a77da88b7e09ede78d48e41a87aabf0f802364295f6f1366e7f5c335,0.8351260831152485,441,0.7622357175493245,0.9375903220133894,0.9929115925775208,1,4,5.571155213400545,0
ETH Zurich,Joseph Harris,Robotics Engineering,2024-05-22,2026-10-09,5fde718e456b0b63269ef23113fd90a53f29bdc35a5260afcf23cefe5f05ee29,0.6436070773663171,588,0.9719217880687774,0.9464079631048609,0.8903991970668108,1,5,19.34303637733267,0
Coursera,Sarah Davis,Cybersecurity Analyst,2023-08-26,2026-10-11,2a87919cfaf516c6b3ecf475a0302751cf9b189f1532aacfa1f475a6311a636e,0.7768047292723876,858,0.817954572677878,0.8452710822173906,0.7254222683442432,1,5,40.944481149983204,0
Stanford University,Christopher Kumar,Blockchain Development,2022-08-08,2024-09-04,8f428d01b5cad814d64821aa4c57bbe9a74cb5715a8308961a382e6f63467e19,0.7620770413227014,1241,0.8289721751760373,0.8692929456992782,0.8816067001920945,1,4,44.07539921540974,0
TU Munich,Linda Taylor,Data Engineering,2024-10-28,2026-10-04,7a8f4eb9487af3fd61503910a66cd502a197ca854e6886da66e573a3e9e44bd9,0.8631840639445469,429,0.9935373652808233,0.8860637736437346,0.9558371443653196,1,5,61.55674012685149,0
IIT Delhi,James Rodriguez,Digital Marketing,2021-11-03,2025-01-31,c3b14511059cac0af74c72b93dc5f1e8ec9c8d95e6b96eae85b692addb4c9131,0.5120488652385061,1519,0.7017426597208913,0.8375028581791936,0.6897464289912832,0,3,3.056025981957845,0
University of Toronto,Patricia Harris,Software Testing,2021-02-17,2023-08-30,652cef475b25b36a794f434ed8a62a9ae0f0977292e176771b39f59a5ae40f0c,0.9123011777672053,1778,0.9714934360844535,0.9383153687200959,0.8340070236891357,1,5,73.73724270760957,0
PMI,Barbara Williams,Full Stack Development,2021-12-17,2023-01-28,645acea7b100dfb3b44300cbc6e28ebd82c60aa60803181e9d5977cfd07b5901,0.4849691043284382,1475,0.5927982353418441,0.9858002561185,0.8580923180447892,1,3,177.11786746164128,0
Columbia University,Thomas Dubois,AI & Deep Learning,2024-02-07,2026-11-14,87cbb7e15de3424a51d30acec7f75fb0a845c34d6785ebb87e83b05126ac0019,0.7961729775203826,693,0.8407659145907556,0.9415135725741534,0.8705489731049416,1,6,19.53201996893008,0
IIT Delhi,Thomas Smith,Database Administration,2021-04-18,2025-03-26,70df3c8896aa6476ab7de6063b748a5a5b24a07e5b6281f2ba5de8fa0698ebe3,0.863637664360956,1718,0.8233146201648753,0.9084117660381055,0.9393775164387617,1,10,21.391174356933192,0
ETH Zurich,Michael Kumar,Full Stack Development,2020-11-24,2025-01-06,fca386c74f99b058c7d5436c9df45262c4c65c7cafb5e440deda9880d56b77a1,0.7922103732836081,1863,0.8229391026174898,0.9852383935443518,0.6767643420950298,1,9,29.83589100158495,0
NUS Singapore,David Tanaka,Full Stack Development,2021-10-01,2025-07-29,3199ac4846046857f54dd4481106e6b712c95dff3ef85d828e9a981e698b388e,0.9042713468267352,1552,0.9101569009724747,1.0,0.8950661325830256,1,5,70.12118157559088,0
IBM,Mary Taylor,Mobile App Development,2025-10-21,2029-10-08,f2f8589e79e9fd9c4b9849eb3d0f67427cc2dbc343a542268ac6e283d3ced8f5,0.6113542312120404,71,0.6746913751020768,0.977586891246877,0.9915824231928229,1,4,0.7873527159879755,0
IBM,Sophie Chen,Software Testing,2024-08-19,2029-03-31,6ee846c3235538b099ac275f036defbc70557df4d4e35f79cb5202c1a838e319,0.768705855679626,499,0.9431841439163967,0.8885187779819658,0.9595985950713944,1,12,2.0456618181123076,0
PMI,Jessica Taylor,Business Analytics,2024-04-14,2027-09-12,86c593622317041900d007fa0cfc3dd6cc5db6521c52087a1e67f5ddb22aff42,0.7401697703374915,626,0.9141837710400209,0.890797121184364,0.9687592379802512,1,6,10.426437736373133,0
University of Oxford,Carlos Martinez,Cybersecurity Analyst,2025-04-29,2028-08-14,c00555f529cea2c4cfd5d31460a28c9a452b46c85e9573829d8b8ac2480c6d26,0.7210038376393473,246,0.7637422246515352,0.8179319201966011,0.8450656091153899,1,5,6.146888094778621,0
Cambridge University,Priya Mueller,DevOps Engineering,2021-05-15,2024-10-12,5040d0f03f68af5413aea1c085a54a9fbdb3ff7bfc087995389a1646f74e5512,0.6689294798798263,1691,0.8001219139881889,,0.8894259291957377,1,3,4.874728676650026,0
ETH Zurich,Christopher Garcia,Agile Methodology,2025-11-30,2029-10-01,9eabbb97f2dd314bc3118a9149e6887276ff07bf71e9095f35303e9716470ef7,0.71769546599639,31,0.6785944357093392,0.9769349485673416,0.9230617588606026,1,5,7.138092698592509,0
MIT,Joseph Williams,Full Stack Development,2022-04-22,2026-10-19,4c769927e20d40b197111e057f5f5f7296897c369d568d8cba0688625b0f3278,0.8009424805066137,1349,0.6444833837616838,0.9048410422185516,0.6301815243445953,1,7,15.328696888296138,0
edX,Priya Rodriguez,Big Data Analytics,2021-11-05,2026-09-10,26121a225292c5c3df56199fdd6e879d969e47337f750ea586a1a90ea866472d,0.9580686981711827,1517,0.7683771280872238,0.8805829894967888,0.7630032030452184,1,9,7.43549508583117,0
University of Toronto,Robert Kumar,Full Stack Development,2023-11-04,2028-07-02,e003179a4d1f70c71f9db8ec40d1eced4d0180928aa8e44b551ada99e67ec46f,0.9301151869552621,788,0.8154407232971062,0.9497444436679623,0.9900208026083422,1,3,17.30949015492617,0
Coursera,Joseph Chen,Agile Methodology,2020-05-28,2023-03-28,b13abcf8306227692508afaa5a1b54ebbd2154c7952ce6a157332757f471d94d,0.7212297444683303,2043,0.8322788749392006,0.8232309754260317,0.7548553291727833,1,3,11.085544644109463,0
Coursera,Sophie Davis,Network Engineering,2023-03-08,2025-11-12,166430fe5020a08191658ae01d748312050ba97bf7e7447542e929c32da83fae,0.854706781617831,1029,0.6350416525606697,0.9336404381152644,0.9645664965966565,1,11,1.7919135110432365,0
PMI,Carlos Davis,Network Engineering,2023-09-12,2025-04-19,032b202cec2250168d08d464ee9ed0701896cf2ecd2b87424ac429ff9bd8d71d,0.6854979308063672,841,0.8928818033446625,0.9451622927315201,0.8451471045956686,1,8,0.2766929265594238,0
Oracle,Joseph Dubois,UI/UX Design,2025-03-29,2030-03-15,7312348c2a686b7b2b777ab5e6106a6929d4902d58d44dfd91c19d4007cdb77c,0.5885031898472437,277,0.8759577420515124,0.8396502512500106,0.9437384806579828,1,7,22.18096901500723,0
University of Oxford,Patricia Kim,Digital Marketing,2020-07-01,2024-01-17,6e0bdc76b36dcc6c26f1e2ea6573d6f30a908061448272dc0949982006106428,0.6157244408522802,2009,0.7225638327009267,0.8930392630480714,0.8781851676171182,1,9,66.70978571368741,0
NUS Singapore,Mohammed Anderson,Natural Language Processing,2024-11-21,2026-04-05,0f4aa4d51e74962166c774b8b2473ed903791a559d6173d66a94b1bf8a402a93,0.8510290723263887,405,0.9765508996559694,0.8825842974743789,0.9931124174797146,1,11,13.856556860447881,0
NUS Singapore,Robert Patel,IoT Development,2022-08-15,2024-03-06,ec7aecf5b2121c7832012e42b6fc1663a87a8687703ba7aa0fd9a92ac3ba5cf9,0.8783095553468552,1234,0.8520719681820799,0.9079670489285107,0.8943680453884424,1,5,0.4417429050032511,0
Microsoft,Priya Garcia,DevOps Engineering,2022-12-20,2027-01-11,566047912ff6b24da3bfff0068f3bfbbd9b0a21494fc2cfbb34febf0ad62c4ad,0.9142614603818775,1107,,0.8349324072698745,0.623464113781395,1,6,18.514600254680815,0
MIT,Robert Smith,UI/UX Design,2024-01-02,2025-10-28,b32c5913dc6808e13952fc8243469b6ec44cf2c7f4cd9f869cfde6e5a4239fc1,0.9644634407189427,729,0.6969562881532392,,0.9718683012914497,1,7,4.863117252890684,0
University of Toronto,Ana Rossi,Blockchain Development,2020-10-31,2022-11-06,2a78069e7dd33d8c09f7d039c8d15678896f9277e1bcb7cceb55da298b88c3b2,0.9341811186762552,1887,0.7446944597321468,0.9465005834236371,0.8653314703841498,1,7,11.38360103716817,0
University of Oxford,Mohammed Wang,Full Stack Development,2020-12-27,2022-07-15,d612cd20387d7300d0276f2ff79fcfd76dfef83f8db79f6e093475c5a50bcbc8,0.6510658434202079,1830,0.8967500047934848,,0.99546306389334,1,3,25.37656475817735,0
MIT,Barbara Garcia,Software Testing,2025-07-25,2026-12-08,5b78cfb755f7121f7219e7daa458d419d7787b55b5426e0d9374e1d4eb98052e,0.8953044428179042,159,0.9846921837663115,0.8804134893705219,0.8370813229727201,1,7,13.495622087312006,0
MIT,Karen Anderson,Full Stack Development,2024-04-26,2026-04-29,a98215cfb76381cdba3bbc9aa656d017509e41f4051728315e0f9d7e8160897e,0.8890586236051328,614,0.8895646677828053,1.0,0.813758835962466,0,7,0.43753163152034796,0
Stanford University,Thomas Davis,UI/UX Design,2020-09-28,2024-12-10,90769c392f10137f2590280b84a5742a0edaa5ce4e340335bd5c1cf715522c58,0.6965347313033564,1920,0.7573686971526469,0.9880809316214669,0.8390944919710381,0,6,7.710249909845676,0
Johns Hopkins University,Barbara Ali,Data Engineering,2021-05-30,2025-03-31,f8419852f32d879cbf1dfee01e90285bcf48fba72520986d60681d4fa87dc918,0.9196978309268445,1676,0.9160006536046202,0.959886775918233,0.871136315697117,1,6,96.57895733853138,0
Cisco,Fatima Rodriguez,Network Engineering,2023-01-29,2027-07-01,30a2adcfa7d2998dbef846fef1e6e8c5438e909f9066841ccc2ecde7b07c7020,0.8640467841171833,1067,0.8633826927621963,0.9422300970682204,0.9020158001093939,1,6,80.5243256889352,0
edX,Barbara Dubois,AI & Deep Learning,2025-09-22,2028-03-13,f9c02d9de3a13da5fd16d1939fb7adf3ba11639e92f2f6a043d928a01a8cb2c7,0.9198973723026682,100,0.7169097178548558,1.0,0.9639814532278375,1,7,2.99688912486268,0
Udemy,Carlos Patel,Network Engineering,2024-10-12,2027-04-25,08d0e5d19ebb1caf9daa3adb84c15816458517093d36f82eee6aa3b232552846,0.70920319596506,445,0.7959609948402774,0.9561174625149622,0.886679113084071,1,4,21.690534602315743,0
Columbia University,Pierre Hassan,UI/UX Design,2025-03-28,2030-03-16,8d5acc342743b47567cab29426dcf7237b9841d56c792bcf4b9f05ab68899791,0.8263854292373188,278,0.8981017787834497,0.9031459911275911,0.9585264141040941,1,7,28.50570824407406,0
edX,Patricia Mueller,AI & Deep Learning,2025-02-27,2028-03-15,14252843b7f9006d3873457ffe20b663a3dbb5f41572d5d2d2135f0263e83c1b,0.9709514624901011,307,0.8315776031370714,0.9189323950694966,0.7545227249054725,1,5,28.6419532451032,0
TU Munich,Ana Wang,DevOps Engineering,2023-05-10,2025-03-05,0a0a5d04535d87e176a10409cb3d79484805a420a080e4e0143966f5c9b2c166,0.7436683481983717,966,0.8735783175495913,0.8795241438784186,0.8892535611757065,1,8,6.828163690522394,0
Oracle,Wei White,Big Data Analytics,2020-12-17,2022-04-06,93871a696353966a7411875b6da02c4d489eebd24d2f23bc8fa9d734df993a15,0.7797785266859245,1840,0.6790496438866234,0.9438827204976065,0.9812833946962424,1,8,39.00776373765348,0
Harvard University,Jennifer Thomas,Agile Methodology,2024-06-17,2026-08-28,af245eaeed85aa9c792ec0aadbbf4604fed82596a3e2e44656a9d53db6843646,0.6723115864233977,562,0.9848552945703116,0.9623494132471155,0.8700363849501818,1,8,9.534048797337324,0
Stanford University,Karen Thompson,Mobile App Development,2022-09-04,2027-05-10,a227e2e0ecdfda9402e8223c3d666124725f1da223b1aad8e506f04eed3277a9,0.8773045309545624,1214,0.7058804504261854,,0.8961116003498943,1,11,3.639052331391732,0
NUS Singapore,Sophie Chen,DevOps Engineering,2020-04-26,2024-10-30,b4209fa0798463d6e35c22f18d35d16f211ac6a556643e5d5fb66b94437afae6,0.9625496006373774,2075,0.848914562296153,0.9988292329158454,0.9532866357440454,0,6,12.506422599572717,0
Salesforce,Barbara White,Natural Language Processing,2022-05-26,2027-02-15,08fca8bb63c6e8835dc08a96de301b4ac257f901ff6a21f9a67db5aefc31f46e,0.9728416735154588,1315,0.8195011905140054,0.9289286369937425,0.8943144559515607,1,6,46.08075721594485,0
Oracle,Joseph Smith,Robotics Engineering,2023-06-21,2025-12-07,67a37bf0555fef0cb77a3fd3cdbed259563f1eb9f049fc01752d2bdeda20b533,0.8096614206354285,924,0.8196759289452793,0.8498667947832834,0.9379633213464125,1,8,68.2132385794058,0
NUS Singapore,William Hassan,Mobile App Development,2021-01-20,2025-12-31,e12737f39f4a9cc09604eaf446a241265163a586f9f647a8ee5601719747d9a2,0.7297603453543273,1806,0.79404230620613,0.9801193678450679,0.9568094210631672,1,5,50.20531752332668,0
IBM,Sophie Taylor,Database Administration,2024-11-03,2027-11-10,cdf5426b7b9727ed82f059e59388c0d1a4ab20a8ed3c046e67571d0434866449,0.8286504292032827,423,0.9456864215460598,0.9342211494450908,0.8728165467907997,1,5,8.039951958926757,0
Columbia University,James Anderson,Agile Methodology,2025-03-16,2027-04-14,3f849fb09595c017d91a65f940df75ee09443e7ba2d45ae2a51d2f0e11f25138,0.8747319686813281,290,0.9793092435334974,,0.9629841946668246,1,4,62.38533426160943,0
Salesforce,William Dubois,Big Data Analytics,2022-11-10,2024-10-14,7d5eee168e24f38b42c446e0566e732faacee12dc92e881887107dc6a3378a16,0.5567170466869658,1147,0.7632058925773431,1.0,0.9302643563616104,1,7,10.588052218451354,0
CompTIA,John Mueller,Mobile App Development,2025-05-30,2029-02-01,f06369dcc4804e24163b6c560f6acb357fecd4a41ac326a07d14f29fecfe9291,0.8454823999904783,215,0.6266388026528565,0.9644169391576194,0.83044843677106,1,7,28.95134577479537,0
Yale University,Ana Jackson,Digital Marketing,2022-01-16,2023-01-28,0d14a8218eb966ad1c1dc06180e012e7ca411566dc5386232a35a2f6bacb79a5,0.9216134667595068,1445,0.8349274421296543,0.9327381821548677,0.8636959867699512,1,9,33.06427110107128,0
University of Oxford,Priya Brown,AI & Deep Learning,2025-10-02,2028-08-17,1c94d68b691e13e1d571e6a924dc57b4fa8ea189674e7fbfc04daea1079bb324,0.941617095259526,90,0.9526909423302544,0.9785211862770837,0.8277308653646593,1,4,80.22753616073939,0
DiplomaMill Online,Sarah Taylor,Cybersecurity Analyst,2020-02-05,2023-06-27,d80c9dca3547a0d76d6f8cc6ec1d7c67c7e6bf33518f9b0065a788a0c264350d,0.2079,2156,0.3128,0.6437,0.2355,0,2,33.66,1
Salesforce,Elizabeth White,Software Testing,2025-09-16,2027-09-07,eb5689c89e40c5459b6c84fa3671dad183b6a8e21cd76e2a0b2cead0c61a7f8a,0.8487069791522521,106,0.9141941493161998,0.8000192670730347,0.871730574504036,1,5,22.16460964022962,0
PMI,David Wang,Robotics Engineering,2020-10-09,2024-04-17,dc2eb5be0f7f0d0acf2bae88629a4b1314da5ae807324716aedf4c3350706028,0.851645508466931,1909,0.6187574186564629,0.9689574765237776,0.7367524387108645,1,7,38.98447057754682,0
MIT,Elizabeth Johnson,Big Data Analytics,2022-06-28,2027-03-05,a6e249a77f58fcb123cd9e28cee51d3f5be72a2bb60808cd9d8a802053d17f3b,0.7185793818739211,1282,0.9673114541000029,0.9475530062107966,0.9512514708967743,1,2,7.409054133543045,0
Google,William Mueller,Network Engineering,2024-01-20,2025-05-25,57afedfaeea753b640e28c31b10e43e57fc1172deffb68f5ac66cb3c39d49c53,0.5099435322386344,711,0.8729860645416898,0.9658163805749416,0.8946404873970328,1,6,9.49472578882537,0
Harvard University,Thomas Martin,Digital Marketing,2021-01-24,2023-08-29,8e9b8819075f649ece7764d17b2ab842c0f3c61c01163f5c7ecd88d9220b252b,0.7696370930141103,1802,0.8602453251109048,1.0,0.5616937214042277,1,9,5.761742218371989,0
Stanford University,Richard White,Agile Methodology,2025-02-16,2028-08-15,42338dbdc8cf49abae0de638d332566340dd2f122a49f88f2dd0a0c415db67ab,0.8272847579158195,318,0.7615017200881866,0.9291819409550353,0.8490485836517213,1,8,80.68422442951719,0
Oracle,Wei Wang,Data Engineering,2025-10-23,2030-09-30,bd2f3aa19f887d44efe3955fb5e7458b164a5884b0b1fec640076844c933065b,0.8544650594519159,69,0.8583148548168447,0.918983614171683,0.8093153961390572,1,3,4.170496314651826,0
Oracle,Ana Jones,Computer Vision,2022-09-05,2024-09-16,c4fe6a6f6a64a43acf4ffb03d492e83116e44e5f7306c2c1b2a81b341b88cdea,0.719685067323552,1213,0.955399120379262,0.927533837680785,0.8081928289334653,1,4,40.67260357556515,0
PMI,David Kim,Digital Marketing,2021-12-28,2026-04-13,836aabb4ebceb397d04111852863d2eef9987f209264c7b2104b229230343ef3,0.7990463972861885,1464,0.6452228150940312,0.9545179425689544,0.979833180270064,1,6,45.696172640363805,0
Columbia University,Jennifer Thomas,Robotics Engineering,2023-12-01,2026-04-08,cebb55c34084fcfd246d9ea67062cff296681ebdfd36e5a4dafc407e6875f74f,0.8031827890014265,761,0.6684887996863583,1.0,0.9775488449488021,1,11,10.139897683635322,0
CompTIA,Joseph Harris,Computer Vision,2025-05-26,2028-06-04,33a9cf82530b281b15d1b06a8dbe45f94a30c0387c68021b79a428e6dc3335bc,0.8445659473310154,219,0.9424308102079441,,0.9466925343707725,1,4,66.88612337295308,0
NUS Singapore,Sophie Ali,Blockchain Development,2025-06-20,2029-04-14,5a957e9bea6c68f22c20cbd37c0d8f95425c8c9224e6e78ca765140a1e327af9,0.8283770336406447,194,0.7642162021382589,0.9011282705611442,0.670079363294227,1,2,38.191463938693104,0
IBM,Jennifer Rodriguez,Natural Language Processing,2021-10-24,2024-07-03,78c9fcc0f31f6c85cfca997c77c52d6a933f4683ed0cf917666b43b63a362a7c,0.6464402480339742,1529,0.8068980713433949,0.8950085516283162,0.8968205679572925,1,4,6.113831874028816,0
Salesforce,Robert Thomas,Project Management Professional,2025-01-15,2027-12-16,76e3f283444b63de06a58752b73542d71ffc36246fac0cf621c2c922280c5cbd,0.8101760172371382,350,0.9507543471521221,0.8954565170671348,0.8664647770704242,0,3,0.8038368820575144,0
Google,Christopher Brown,Full Stack Development,2021-12-19,2023-03-22,87ef4a4288cc7bb60fc8031d6959be282337f2e8df1e5ea8b1008108414fd874,0.6646360150809003,1473,0.8094564173604016,0.9311317273206187,0.8209215110967795,1,6,0.8152989307985352,0
Microsoft,Jessica Jones,Project Management Professional,2023-08-01,2027-01-30,4b93dfdd8639f920560f05bf525b7489ed1b8659ccde67b8dbd6c2c3fe4e4024,0.7370224964742361,883,0.8375439021633307,0.9197366111673758,0.7709529247522985,1,4,19.16019498159122,0
Adobe,Linda White,Digital Marketing,2021-05-28,2024-06-09,3b346fdfd65e10e792c609b962540081580aa27b20194def125119c69842472a,0.9142200167252948,1678,0.9514527489150096,0.9311580000706361,0.959105321106178,1,4,0.3235324990124227,0
PMI,Patricia Chen,AI & Deep Learning,2021-12-24,2026-07-25,90fb90f81246c5ef03c621ac9056c85366ed190e37ac01d9d07a3428003442ca,0.9026277762687926,1468,0.7269656681837285,0.9082947782216733,0.9728665934540605,1,6,19.709738808607913,0
ETH Zurich,Richard Kumar,Machine Learning Fundamentals,2020-10-30,2023-04-01,6c5c41844fa717e025223d2b7da729a3a463dbe11a08dd238a9aacad842927e7,0.6074066476393017,1888,0.9476095673449951,0.9859846178962944,0.946608155868788,1,5,44.55377994110033,0
Coursera,Jessica Mueller,Agile Methodology,2023-10-29,2027-01-13,c8a300987ca6fdaf184ffb11ce997f5616d356d903481780d012fe87d8e697c4,0.6939208460191796,794,0.5921533022681328,0.9560940748144322,0.9809274700020493,1,4,45.12223311545228,0
Microsoft,Sophie Johnson,Cybersecurity Analyst,2022-12-03,2027-10-10,8892cf5021b36a0c0a507cc9432232b973d5466c4a19a1038d3faf66815e760f,0.7703609496888327,1124,0.9226339131113649,0.9222927470129045,0.79167297280226,1,7,7.98366310388419,0
IIT Delhi,David Jones,Natural Language Processing,2024-07-11,2026-09-19,0d482845bfbfe719ff42b1e2add0f8368bb88e051eef4182ee14791352488e9a,0.7282091124856008,538,0.7077161114429568,0.9565090518881003,0.9404546873201668,1,8,19.882629327380744,0
Johns Hopkins University,Mohammed Patel,Data Science Professional,2020-06-14,2024-08-24,274376ee730c3ff67b3dd96e7aab87e026aabf1c750244b3351830004209a205,0.8764482690236923,2026,0.9408907460205451,0.9206264926227247,0.801430525081639,0,5,54.97933193492433,0
University of Oxford,Mohammed White,Machine Learning Fundamentals,2023-01-05,2024-08-02,93b9f65c352423a2226670e740604422d7c9be09728990b7a6b5229936c44a09,0.7270733369852672,1091,0.641856574674655,0.8940031770839142,0.5676964326714199,1,9,122.88712789960546,0
IIT Delhi,James Thompson,Computer Vision,2022-05-28,2027-04-13,77a0c97067c0872d1fb636364e2ce0a1d1f41f3f7195b99500b313bb29da748b,0.2773,1313,0.6098,0.5418,0.1797,0,0,912.03,1
ETH Zurich,Arun Jackson,Database Administration,2023-12-04,2027-08-16,aad6aa5308699d5ce2a9c64ae4671822bb2ef87218d22e4e7f2060e3ad4c6bc9,0.748441121551746,758,0.7751768646659972,0.9462653731251076,0.7440520986905241,1,2,42.459410992942196,0
Google,William Jackson,DevOps Engineering,2020-05-01,2024-03-03,f35b212d4e2e483a7b743e77887d3e03604ca0040b36dcd044a7e43bcd6d3053,0.7786288747963533,2070,0.9367190447184116,0.9534905668089984,0.896562811253432,1,4,48.26044231019204,0
Harvard University,Yuki Tanaka,Database Administration,2023-03-17,2025-04-25,26853b33f5c6fc6a95d0ccd6017e56a3d7749532664b22b34bbdfae64999f43d,0.9576478207802641,1020,0.6656620387928024,0.9420946741218815,0.8965259789774025,1,6,77.76876794049441,0
CertForge Academy,Sophie Brown,IoT Development,2024-06-16,2027-03-29,6a5e4659d51e38d08645ae3b2d9c6ff6abae08490f6571f05392449e1dd8be21,0.268,563,0.4387,0.6877,0.1556,0,2,60.18,1
Google,Patricia Brown,Machine Learning Fundamentals,2020-11-13,2025-08-11,2a2c785782fa8b1ddb748d90a01f2ca5fd9a54e726881af0a6a0445d9b3ec340,0.7425457385685195,1874,0.7175588940633055,0.8511250248516593,0.8193606234021481,1,6,7.0027722305947115,0
IBM,Christopher Martin,AI & Deep Learning,2021-06-13,2025-10-16,ce45d973504a5d1239977fc02ba97de341be9b41e9933b9006b992bfd23091c4,0.8107681612564804,1662,0.9398872267224823,0.9207836415919467,0.9507105712643766,1,4,4.1109390074303995,0
Cisco,Yuki Taylor,Quantum Computing Basics,2021-01-26,2022-02-17,2c7f48a557f6047be7db1c4cafcae9fc848205797c51050205354384fff7d41a,0.8341613975584222,1800,0.7403438754638745,0.9847607135941192,0.7728665786323801,1,8,43.61046949225484,0
Johns Hopkins University,Elizabeth Harris,Blockchain Development,2024-10-21,2027-06-18,a45bee51aaf3b2102f03b56a5f1ba46f95ba0228809ff3c047acb8f7b1a67c28,0.7308450963789738,436,0.9555455844007096,0.9344486901539049,0.9000792767952228,1,9,30.712885936342,0
Stanford University,Richard Kim,Computer Vision,2020-02-24,2022-09-18,e18dec1bd73257a9b47a9d6a4df321311b99149f02ffa913000d23f1a5d11dc3,0.7809707778876966,2137,0.8763426582500199,0.9687176948017404,0.9798827006218735,1,6,29.773003889692998,0
Harvard University,James Kim,IoT Development,2020-07-26,2022-01-15,b4fdaeadb953cffd3542b56d95d7a058d3a717c1e2fddf0745f63abe053a1d68,0.8080627905014288,1984,0.8555152681777558,0.9084225253027353,0.9525822403418033,1,10,35.69524647806674,0
Adobe,John Smith,Agile Methodology,2020-10-16,2023-06-15,54e0371009442fda27391e69de63ff610d85ce6f386744d8341cd63819d61f24,0.7778582055853702,1902,0.7094736659904265,0.84571469972747,0.9690745220866412,1,3,0.24445468367084566,0
Salesforce,William Rossi,Natural Language Processing,2025-05-12,2027-06-12,659240f3708b90ec0bf677ee89a8bc8b683e0b394fb787baa5e0f0189c8eb4fe,0.6098385991505388,233,0.500274321761795,0.8872323521868895,0.918154583907662,1,6,72.45202802514113,0
Cisco,Sophie Williams,IoT Development,2025-11-21,2030-08-27,fecc2c7b812c72ca3ca27eb1bed33a8ec596f1c61a6dc6850bc8f00b4c7e6e1a,0.7611602346718909,40,0.8615036728282137,0.8427053672626683,0.9462247955214166,0,3,19.75976518675746,0
QuickCert Ltd,Michael Thomas,Software Testing,2022-05-21,2023-06-27,f4beada4,0.1272,1320,0.1869,0.4232,0.2619,1,0,15.44,1
Columbia University,Yuki Harris,Blockchain Development,2023-05-28,2025-06-01,aa6487ea60a1ea1532c77ffc1f80fcdac48b5f27782881066a361150c88cde47,0.7681118540078413,948,0.5176823016747546,0.9665313042740724,0.9576762816105859,1,7,58.15090450455803,0
CompTIA,Yuki Dubois,Big Data Analytics,2024-01-02,2027-11-12,31190931ac2ecac6732d3b4c9c1972b891adfe183e310fb0e9748c3b002f2e00,0.7714363082526837,729,0.8761741527368465,0.8992643532369716,0.8346751341895212,1,8,23.01601795265798,0
Coursera,Wei Rodriguez,Natural Language Processing,2020-10-27,2022-06-21,de4849a5d265034b6d1dc7f469a5e39786673fbd3e17ac144b810608a5ddf6f4,0.9506803053151419,1891,0.46580069702370663,0.8511022623761132,0.8432057442829504,0,3,17.81709340345917,0
Microsoft,Fatima Taylor,Project Management Professional,2023-10-30,2026-12-08,aeae464308866c8bccdd4cb229318cde22370ee67a5d36e3ac95c9f092263bf4,0.8388937421959315,793,0.7430091016757842,0.9359954803077034,0.8895842945340775,1,7,40.770288137151006,0
Stanford University,Karen Jackson,Data Science Professional,2022-08-19,2027-03-16,10c8a749e7e88829a930d70028b17c35d5e0252e393b95bef27836e21b37969f,0.8214778742722283,1230,0.8048040237161465,0.8777549456461663,0.7467120955910251,1,9,26.91177276311022,0
Microsoft,Joseph Martinez,Agile Methodology,2022-04-30,2024-10-11,d3da2f0dbd9c2511a17cf785ec21135fae418321f23f254a0fe30878145922fb,0.9691629017968068,1341,0.8289157775201582,0.9132898966218823,0.9994814181330909,1,7,10.212619576838248,0
PMI,Susan Thomas,Blockchain Development,2023-07-26,2026-03-30,a83fd696f30a67de6d3ee841a351b331478aeb3182670710872691877a7a830a,0.7068079834701707,889,0.9680694287242986,0.881088671465064,0.931127582958968,1,7,0.663118935782887,0
University of Oxford,James Thompson,Data Engineering,2024-10-06,2029-06-22,8de65ec0e3271d9111bd49d7287eac21d4153d07f6b8f5a71ea20ebb9ddd919b,0.8136427845783356,451,0.8712437787455498,0.8663442056811071,0.9878736596694512,1,8,11.850372818327157,0
Cisco,Sarah Santos,Digital Marketing,2020-05-24,2022-07-03,d749e9b8c059258584196bd8aa05ead4f4ef436f88588428df178234ae12d11c,0.8963591462862759,2047,0.5989186693105911,0.9529246697648592,0.8055355848495487,1,6,6.961251153947656,0
Yale University,Christopher Hassan,Project Management Professional,2022-01-03,2026-02-14,4bf5bda86f4b2775a84f40c83b5db9f9b0226b73e2cce59c0a6aaa32985e9685,0.9498197709412683,1458,0.7223874009793323,0.9111743783459265,0.8527311566338759,1,10,10.850462267019422,0
IIT Delhi,Joseph Dubois,Blockchain Development,2021-11-19,2024-01-30,02b7cd11287c3f462c10933fca441f29d0f0bdbf6f396f55c1a6efc152d988dd,0.5421985687409072,1503,0.8101278545670166,0.8727716561750265,0.7533470256326334,1,10,4.618055689316081,0
Google,David Anderson,Blockchain Development,2025-02-23,2029-08-08,7fd46b22f56f39521c263d6454afab2ead1308c1ce24acefce0545f0015c74e8,0.671575949953614,311,0.8520330737042129,0.854383733123068,0.8847506879255819,1,8,17.784469144028254,0
Yale University,Patricia Wang,IoT Development,2024-07-20,2027-04-26,c493b4c9c9c59a09963e505d4e8f2e8f146020b4408e01aebf4c1a87301d092d,0.7484248152708496,529,0.9007826590645013,0.9698780232084294,0.6805179341288353,1,4,4.157118514051257,0
AWS,Mary Chen,Mobile App Development,2020-08-10,2021-09-15,6b41b14af2d231d883a6242f55be7751e82971b1564a1241493d0747e028a3ed,0.6577013874911496,1969,0.5862031342389119,0.9792178682979789,0.9463562046569595,1,6,13.032659013707146,0
Adobe,Robert Chen,Blockchain Development,2023-05-08,2025-11-12,00bf681e7cca547ed0e0bea7233b51c3d7b26ad406ebbffeb927fe7fcefe30c9,0.8611184981579657,968,0.9229225407202786,0.8695440101339036,0.693199412971663,0,7,58.859440536396356,0
Harvard University,John White,Mobile App Development,2025-05-12,2028-08-23,8529a2e3c72787f74ea9acffbdcb0b84c9d990c0992aed3d8815ac45c7f0453a,0.8623045437122865,233,0.8659839229391523,0.9113822015733872,0.9430443712479797,1,6,13.615522565930709,0
Microsoft,Sophie Martinez,Business Analytics,2022-08-22,2025-08-17,ef719e863fb1011921d73041368b6d5ebe781b48dfd3168195f9313960f8a782,0.6610537469975197,1227,0.9323838783706767,0.8552864509724676,0.8712675098660196,0,8,8.173134600193972,0
Udemy,William Rossi,Machine Learning Fundamentals,2023-03-13,2025-08-16,6397f52df20e991fb894f813d12bdc05c1075b6730a5546c933082c725c39678,0.8405639729852925,1024,0.8416754402949356,0.9409212279218261,0.9596338590477426,1,5,25.157115070148535,0
NUS Singapore,Robert Taylor,Agile Methodology,2020-04-21,2024-03-19,d9502077fcc15a202f04d357ab3ba9e4ff27ca7402f166681ab4b11efb5bdc05,0.8878079979833903,2080,0.887306426594318,0.9863244342193881,0.9246376810695464,1,10,12.044825430599621,0
Adobe,William Rodriguez,Digital Marketing,2020-01-16,2023-01-03,a729e30e190bb5102e6cd79e297e941c2976af99989ae3625c704a0f4dad88ce,0.7691919792268737,2176,0.9257180786638493,0.871803439282705,0.8619880965418021,1,2,36.0959143676902,0
University of Toronto,Wei Jackson,Robotics Engineering,2025-10-26,2026-04-07,02f04dca,0.0635,66,0.4328,0.5601,0.1292,0,1,105.24,1
Microsoft,Ana Martinez,DevOps Engineering,2023-09-22,2024-12-24,821b0da9e6ec56a250460c702552dc977845a5ef8d0915f9f379186774cd8486,0.7795516073745841,831,0.7696458576568058,0.9382072453305232,0.9335938479146372,1,5,18.995091097128245,0
edX,Thomas Thomas,Natural Language Processing,2023-09-04,2024-11-25,81594ddb4ab5bd2ff13bfe82c92b62331201ca603e95b613659390400bbf96d4,0.9083649481336805,849,0.6719337224891935,0.9143316715592199,0.9676454199982895,1,8,47.554510436660536,0
CompTIA,Patricia Davis,Blockchain Development,2025-02-01,2028-09-17,5233ca38e667b41e2a21b3da6e85444dc7b683e4f4452ae7cd07f6c835d92048,0.7523874351650578,333,0.895075804827564,0.9291676544568772,0.8309099116793155,1,4,63.18843302114115,0
University of Oxford,Ana Rossi,Database Administration,2020-01-13,2021-06-02,3b3abfffdd07ff0ac96bc407c64f65bb28a53778b0061e1af44739670788c0a5,0.8581426394452998,2179,0.8886070029994032,1.0,0.965177316076707,0,8,57.479348909360304,0
Johns Hopkins University,Patricia Martinez,AI & Deep Learning,2022-03-07,2024-05-03,44508961416ab08ba5198c95f56193bf70054e9a9423decb6734170ec504ae3f,0.9570610195109803,1395,0.8409955151121985,0.9844225544909315,0.9469448897837778,1,4,44.67665277565826,0
University of Toronto,Sarah Jackson,IoT Development,2021-12-11,2025-12-06,2463ef1e3db9c1f6da0966c5e6f283f5d71fb3f036b5a736e5777fd745ce6f75,0.8729171070976386,1481,0.9325937828632365,0.8868148162448751,0.8681942185799646,1,8,9.830799369696395,0
PMI,Karen Jones,Robotics Engineering,2024-12-24,2028-01-17,6c3f8478e111e132a2a2a5447e4ef7431948cebe6084fc774ecf7b04b2006389,0.914343188975391,372,0.9000328241157324,0.949105916986824,0.7718616832642056,1,10,16.172736955865055,0
University of Toronto,Elizabeth Anderson,Full Stack Development,2022-04-17,2027-02-17,9e3d7fa73245396c66c6f815df36a4cbd534e31637a63fb62d9c746d55ef2a6c,0.8490214973557358,1354,0.8892415807284193,0.8619094461819282,0.841748674762888,1,3,36.72376192277362,0
Udemy,Mohammed White,Cybersecurity Analyst,2024-12-04,2026-09-14,8eb91da033fda4de46b22537288af81e48461813be90f84a28d909c585b1467a,0.6111488820782084,392,0.9434676613928006,0.8784277984046441,0.8173334104696914,1,3,93.66704888018808,0
Cambridge University,Sophie Jackson,Quantum Computing Basics,2023-01-01,2026-08-27,fd4195e9937b4cc045a895385f83c257d69828da6498fbf59953bb39868babe3,0.7818031339846786,1095,0.6682459643815941,0.903841402155021,0.8760795423619415,1,5,54.47405832111814,0
TU Munich,Yuki Garcia,Mobile App Development,2025-07-08,2029-08-26,975e4efc4c0377ccaf607dbcc87dfd6bd24401fb8cb4347ca6dc5a031e553b60,0.8129112928696429,176,0.7728158415323169,0.9473614481551912,0.8850056815689529,1,5,3.605733153804164,0
Yale University,Ana Hassan,Data Science Professional,2021-11-07,2023-02-14,8c7aa35881e8f5f543112b5ecd22a4407835f70516c1e9dd889d5063d6f4c85f,0.7442405003418192,1515,0.8227393286066712,0.9287578970951063,0.8575126625142616,1,12,15.708674903236005,0
edX,Mary White,Machine Learning Fundamentals,2021-03-05,2022-11-29,1d2a850bbd00161ad81bf0620a61a116b2149e61cbf8cbfc7c348c0a82f7e678,0.918948096254528,1762,0.9530444013987497,0.8601799895570524,0.7734767466951484,1,7,50.05932777366271,0
NUS Singapore,Pierre Harris,Computer Vision,2021-05-29,2025-11-21,02d208bb4aa844c8303447b8d163aa50a8d10745874078396367f16fe2bfa6a9,0.8300530338236023,1677,0.8555316942708386,0.9289019130119942,0.8366179532392342,1,7,19.204800957168388,0
Adobe,James Ali,DevOps Engineering,2023-05-10,2026-02-10,a2feb12f6f6ec2d9b8dd757bbe3a9cc0e831c3bcc96656ca8071540570b8cd54,0.9131910050182677,966,0.9586213399515724,0.8813022938735332,0.8838128088128379,1,3,0.09569589127016635,0
ETH Zurich,Mary Smith,Software Testing,2025-03-24,2029-08-25,13ce7bb3a552bd20ea7fad9d30fc44e6b251de0a90e4de018e102a76079a0750,0.6685559968796488,282,0.742795140380203,0.9055710600807152,0.9601718749417635,1,8,19.487835488072967,0
University of Oxford,Michael Jackson,AI & Deep Learning,2025-06-28,2027-05-26,b9fae1848fb138c1493599c75ea1592e7ac5cbecfe19b4b627461d9d128a610a,0.9097603682848527,186,0.7965863739155032,0.9425352197634442,0.818189330941285,1,5,13.96026424284852,0
CompTIA,John White,Full Stack Development,2022-04-19,2025-09-16,c0b6478967620a7c4e83f4e39b9bf982d15cccef5c002f6686d94553285dc0e1,0.7676107147281407,1352,0.9107177511701522,0.8753309398048568,0.9958347096201565,1,2,53.61905990435338,0
ETH Zurich,Carlos Johnson,Blockchain Development,2021-02-20,2022-12-11,f9f08bae56eed6a898c27dee6e983e5e45592ea316c8593e94ce9c5b78e528d3,0.4241882238329517,1775,0.9402020135725853,0.9639792658911026,0.8790333409764874,1,6,68.30241654937751,0
Johns Hopkins University,Pierre Harris,Data Engineering,2025-01-18,2029-09-27,b4bc6b6691021193ed1e4d30867fe3b9222b4338bf8a9c5ac82077e9c21020be,0.5376315491458196,347,0.6964089630408197,0.8771350054205596,0.9838104885138454,1,4,51.888212299685954,0
Oracle,Elizabeth Mueller,Cybersecurity Analyst,2025-11-21,2029-09-11,7f6f827ff357b7301a38558122a89581343da9031300a38ee94dd01f09cced45,0.8074923732982036,40,0.9010235214414409,0.918681453612831,0.8759580315190886,1,6,45.05108133097966,0
Salesforce,Priya White,Big Data Analytics,2024-06-22,2027-03-08,7f42a260e89ecc1850f898512d8d65f7bdc453cd5886486bba01bacfd0716354,0.8745989864973439,557,0.9389449386921144,1.0,0.8392846736784444,1,8,4.18793115502451,0
University of Toronto,Patricia Tanaka,Cloud Architecture,2020-04-08,2023-01-02,7d846daee7d3aeba992ec6aeafb64f9277b85fdc88847e10bf3f23cbfd38fc98,0.8871618597932597,2093,0.8689447216521069,0.9470582427418519,0.8187998784630718,1,7,71.6822909339605,0
University of Oxford,Robert Smith,Data Science Professional,2022-11-14,2025-06-06,cc40bc5374a61bd2a40bb9984e658b2beca1caabc00a1182785e83c8d81eb204,0.8441336722632193,1143,0.9099835703573007,0.9463985602340304,0.850562794802503,1,6,75.70341463540687,0
Johns Hopkins University,Jennifer Anderson,Agile Methodology,2021-06-26,2021-10-15,09e20bf8f2651ccb8ca866af6d61d76a7444df35eb674527099de42744572c60,0.0803,1649,0.0765,0.739,0.1178,1,1,20.55,1
IIT Delhi,Jessica Ali,DevOps Engineering,2022-03-12,2025-08-19,b6de46f9ef1c2168c42c887b8fd79cf32a2a243d59385e8246795371f4eca3fb,0.0448,1390,0.1553,0.7198,0.0026,0,0,105.98,1
Harvard University,William Wang,Business Analytics,2021-02-07,2025-04-20,c1304a465c76dac32bf6d9bc50460e9e319bb9baecd9a62138a9a5b730855cf9,0.8176100217945164,1788,0.8672888957695153,0.9358449456006737,0.9460351196831354,1,6,28.317022177494458,0
Adobe,Linda Harris,Mobile App Development,2022-04-12,2024-01-02,6995f86c1581060e7cae4f214e2750ddbb6c483adf2ac6cf63ab0b25017e95a9,0.8020343744715459,1359,0.8518721706592679,0.9525464224809177,0.6766666878041185,1,7,29.2989407383994,0
Oracle,Joseph Wang,Cloud Architecture,2021-04-04,2024-07-31,fe8329c71a7850d686bdf57d491f8977233ff08d99a59406b3b8939b6ddcb59d,0.6963256681343454,1732,0.9517325347344041,0.941839168511572,0.8677069794698401,1,3,1.9417011679936815,0
Salesforce,Mohammed Jackson,Network Engineering,2023-02-07,2025-06-15,8fc15541543757e7c0e1cfe72a43795ee1d7b59400ee793a23fdfef741b39e41,0.935101506348205,1058,0.9790309024401129,0.8693021772189997,0.8416638809794313,1,6,14.523017573469959,0
IBM,Sarah Brown,Full Stack Development,2025-02-01,2027-08-09,75165701e628ffb002e44c9b0c0d091173fdb556be1e070d170c0a1a4e9a36be,0.562170387760397,333,0.8422547833229155,0.9618795554497185,0.9219697470257524,1,6,57.52779632418831,0
ETH Zurich,Christopher Martinez,Blockchain Development,2024-06-14,2029-05-02,b72ad7cab56ba382d3f839f82a55ec066f1bb8b1f4bc82a125215bedcc05ac8a,0.8129009317138695,565,0.7731011428267834,0.9061198489376592,0.8691558076990393,0,4,90.58292519576501,0
Udemy,Jennifer Santos,Machine Learning Fundamentals,2024-01-12,2027-09-12,53ebb18adbabfa1caa8c886a5f35a39016665eebbcb353ab6268f68b270e584b,0.9581853339062987,719,0.9624234424591281,0.9347622774281414,0.7857117481577055,1,5,9.08841455784902,0
Cambridge University,Sarah Wang,Network Engineering,2021-02-19,2025-10-26,dfe6a6aff9fd12d18add3c9117eda3a1824c83b04b1ff04510ef6d2456a92d57,0.8870453091553414,1776,0.8605551305147814,0.8529222030805486,0.8328957657401856,1,4,52.75219396447792,0
TU Munich,Carlos Jackson,Database Administration,2025-05-30,2029-04-17,50a4b0d428875048fddf4c44455a29d24b1d1ce26bf21859f171729e3d7a860a,0.8899796392959445,215,0.8501491267691259,0.9198674570197288,0.8293552481442693,1,9,36.19613333684345,0
TU Munich,Yuki Garcia,Natural Language Processing,2021-09-06,2023-01-04,1ee981ab50ef327ae58f2c944c7333d4366f485139b535506219e7fbd8638728,0.7592468611830805,1577,0.9140416741994304,0.9248126347235098,0.588796140029365,0,6,11.099110198052932,0
Adobe,Yuki Johnson,Full Stack Development,2025-01-14,2027-12-30,4ec32e25990506f1f6a1b708e4c7cb1c452f794f94cc9271a015bb3eba5b7256,0.5632082678369149,351,0.9653373687080802,0.9454466423926959,0.8590213469933053,1,3,63.97003479043244,0
MIT,Sarah Johnson,Robotics Engineering,2025-12-19,2029-04-28,fd139b164502a6ccd266609d8bf06eddde1aa43168360bc056282b21c8069b85,0.7658726099473043,12,0.607895144335364,0.9633254869266888,0.44945774329897387,1,5,23.964558870708505,0
Oracle,Arun Patel,Computer Vision,2023-05-13,2026-07-08,587fc349df197a044cd5e0f824509b5428bfe1baf6c92269071f4b1fe7967840,0.9801709173767098,963,0.7651215369523037,0.9528000119243526,0.9789719540439221,1,8,23.53186958450679,0
edX,Barbara Davis,Computer Vision,2023-09-17,2026-09-24,f11d42e641adbc51f73ccafb26b67c7ae0dfb75b2b51cf495d1d6629ccfbef6f,0.6671247568501469,836,0.6853631429039246,0.9316090443251097,,1,5,8.972426490424358,0
CertForge Academy,Patricia Thomas,Network Engineering,2021-07-07,2023-09-03,a81ea20ef6630be6706466fb98a582ae86bcd95db0de19fc1bc8800dfafdbdd1,0.0602,1638,0.1291,0.7111,0.6955,1,0,25.33,1
PMI,Patricia Kim,Cybersecurity Analyst,2024-03-26,2025-10-29,1ea7c66f38180f341c4a936c00ae467512b1c3bfcaf754833e61211e272f0ac4,0.7337992965854001,645,0.7305773459970105,0.8914351422270346,0.9738111893426884,1,5,4.80860795139584,0
ETH Zurich,Barbara Williams,Cloud Architecture,2022-11-04,2024-02-08,0039b63f62263370cad9ad8e67afccbde1ad66b8e2c4756bd84f923d5d0b8268,0.869736915786423,1153,0.9667397560041961,0.832360576488709,0.9126258927179687,1,7,16.611082823806424,0
Google,Pierre Johnson,Big Data Analytics,2024-08-25,2026-08-27,48ab56c1127303fb46590324f25c103eb64b55afa518868b6be5bbebf2c02c15,0.6554910678433089,493,0.9431203353927656,0.9494004661791683,0.9297086045390021,1,7,123.93069504183374,0
IBM,Jennifer Anderson,AI & Deep Learning,2025-09-20,2027-05-13,450b0b2b397bc3c17058f5341dfc70f28c3b733246540be0024fe7cca956385a,0.7804673609891771,102,0.575728413729428,0.9258067890111678,0.41916882457472315,1,6,4.871247294550833,0
PMI,Joseph White,Network Engineering,2020-04-08,2024-06-19,9a4034ce60a112c3edef62a1ff58439a9e0161da3817a44acf7381e102af43b7,0.8835846556498538,2093,0.7991883788071391,0.8936527992070538,0.7465164407330098,1,4,77.19237959430372,0
Oracle,Thomas Rodriguez,Cybersecurity Analyst,2021-10-28,2026-10-20,7a069eca0142f23c5cc5c421c4e87f74be97b0a276230b3104c44806d67ecff5,0.9141837888514903,1525,0.5201494006471938,0.8356953170086617,0.7761247317407599,1,4,7.709279495939035,0
Yale University,Sarah Johnson,Natural Language Processing,2022-04-12,2023-06-22,2dc87633bb0d28b03af73ecf79e7a2ae957cdb21a7b4af1568cf365da59105d0,0.8704901106015355,1359,0.9553363687165728,1.0,0.9570807397870936,1,6,31.420956250209727,0
University of Oxford,Fatima Rodriguez,Agile Methodology,2021-08-11,2025-05-08,96133757ab38b3ce465bd7ccf7868cc4aeb8c91d572fafc2a9db66be18e33a3c,0.48765256609154617,1603,0.7623461775506415,0.9166623330258775,0.9485756422518233,1,7,5.0588762161155225,0
Cisco,Richard Ali,DevOps Engineering,2022-12-25,2025-04-20,b2836e6526a4cefd8aa41529d51bc1b15c6d30ce069e99dc0ff3e87fd61f43cf,0.9201311963313592,1102,0.8928863272569991,0.9043364896521112,0.8793355745607202,1,5,9.932705901179554,0
Udemy,Wei Dubois,Database Administration,2022-08-11,2023-10-18,3f5dbc74c1e57df6d246a6234a67b406f304cd837793b4054e0ad0afd40006f2,0.8325388141216428,1238,0.8376017176924477,0.896804097983907,0.9010646338278061,1,4,41.12282770066162,0
Udemy,Elizabeth Thomas,Robotics Engineering,2021-08-21,2025-07-12,5308efbe0cc60555f9d02844a1c4b787aac81732bc9bf93cd3b6c2a709725b19,0.6311353826550468,1593,0.9732655656880648,0.8736687987578682,0.8521697841580657,1,9,29.071258109076147,0
PMI,Patricia Thompson,AI & Deep Learning,2025-10-25,2027-12-17,d6874c7599de913325a2e1fa46dcc0a48208f04cdf21009c164a678d7c230f8b,0.894518638686433,67,0.8080479998114518,0.9256091741538304,0.9055697223805645,1,11,20.316903001123777,0
CompTIA,John Wang,Project Management Professional,2024-01-13,2026-09-18,02c18fe6ce8299a2b7c77ad75c91b5f8eafbbd94388452954503cd3e7bf606bc,0.8438194615205526,718,0.7722954491727864,0.8705807046842012,0.8059422685939455,1,4,2.610821279377363,0
Stanford University,Jessica Anderson,Computer Vision,2025-10-19,2027-05-03,c09277c4f71870d2a55ca51c2fc94650517c2a5bdaed95c4ca3ad61087453de6,0.8438776326488681,73,0.9346560563313873,0.9260176981931169,0.8694049094245107,1,5,10.404286329322117,0
NUS Singapore,Richard Miller,DevOps Engineering,2022-12-26,2024-04-28,a50b7f8f97c28ed6bf1948e2a5a595030d5ef1c7b1144995c327322a7712b2ef,0.8173761019323561,1101,0.7337326849996054,0.9792814971989806,0.9638523522527906,1,8,21.733926347123923,0
University of Oxford,Linda White,UI/UX Design,2025-08-08,2029-05-07,96f33d008bd96f1c416b3e01c6840452ae5889549d16397aa02d3b91ca4fa94e,0.7849549057136359,145,0.9748342851343199,0.9211540495793351,0.8898802164649464,1,5,46.79818521040729,0
IIT Delhi,Barbara Chen,Full Stack Development,2025-06-09,2028-07-09,56de22783e731f58dedc24a345633089545180c47427f463ac792e7adb50054c,0.7477975352549572,205,0.6108624264901287,0.9125830296104541,0.8593972046957841,1,8,119.82796729830746,0
MIT,Joseph Patel,Agile Methodology,2020-06-20,2025-06-03,15b702c0e72a32fb5688c9f468d6e701fed7f664d906f89926df3f8b3e0e5cf0,0.8333819417942071,2020,0.8620547226336498,0.9197249124966514,0.7810384901759766,1,5,1.7031975294529056,0
Udemy,Jessica Chen,Digital Marketing,2023-03-28,2027-06-20,0a08c7348caf8db3593c5d2f62178f5f79ed3a9e960c522e6cf461f8bc8515ba,0.7766916403916649,1009,0.8682447765399722,0.8767199735473437,0.8829493648999387,1,5,83.5376654069598,0
TU Munich,Jennifer Miller,Software Testing,2022-11-19,2025-04-25,337abacd878e0b277572c56d1589d703598b4f1b27f3d98e3a0850c418f172a6,0.6885298640208938,1138,0.7601038741417211,0.9125354694128388,0.8779252271453887,1,4,22.22908954127628,0
IBM,Joseph Miller,AI & Deep Learning,2025-01-10,2026-11-26,73ff02e78907c47e8a8855d3504e91732a0aec3078ddfaf17c1f455d0c513cae,0.8769287406394247,355,0.8005667044988878,0.9186356016715638,0.8749461219392956,1,6,8.427715114712557,0
Coursera,Karen Taylor,Full Stack Development,2023-04-16,2025-08-05,65b351579b55d132c5dcb42315984b301c98630a7955de80d8f63e436a745c0b,0.8300657749855461,990,0.5888456424834995,0.8971891663560982,0.9443858817807774,1,10,31.648931607556364,0
University of Toronto,Jessica Mueller,Mobile App Development,2020-03-01,2024-10-04,e8ec89ca68a058f57102faf5a1291e73a77c381e798aa2525ed3ed158f0d5396,0.5687444472064584,2131,0.9243312587063923,0.9709872320764319,0.8369243594059863,1,5,25.039048860035756,0
edX,William Garcia,Network Engineering,2024-10-26,2026-01-09,8e91ee13858521707d313549fe8f6c0def44e7ad456f31db25b927c66342df1b,0.6095758548503739,431,0.8095545023448426,0.9181928145172148,0.9787604465517962,1,6,1.127902624900455,0
CertForge Academy,Barbara Anderson,Data Engineering,2024-06-02,2026-06-12,cc9dd1d65e1751984337dda93ae37fa69e1c2aad690f6c8af0489901bbea3c17,0.35,577,0.2565,0.7412,0.35,0,0,27.57,1
Harvard University,Fatima Hassan,Software Testing,2020-10-04,2024-04-06,6121456de6210c8db716c42c09b7ff372f0c390dc5e75afcfab8cff3bc9181b5,0.9026470017786096,1914,0.5744518565061231,0.8885778497694016,0.9460210029115658,1,6,11.521603125499011,0
University of Toronto,Mohammed Miller,Machine Learning Fundamentals,2021-10-20,2024-04-08,8da08ad013c328f8ba4bbaa6e0428ffd209d9567643727a5734bdb9116e7644e,0.9099139111205221,1533,0.7667554760416557,0.877338453593903,0.9360965936188772,1,5,49.618005038508755,0
Microsoft,Christopher Miller,AI & Deep Learning,2025-08-08,2029-07-07,357317cd8c1d19ef677abe3a9b35eff36479b0f39605d7e791ff889213184376,0.6691931673140015,145,0.8088488186776808,0.8465813193907082,0.8344364510924472,1,9,5.15283221114129,0
Salesforce,Christopher Mueller,Robotics Engineering,2024-08-15,2025-12-14,2389935e38d8ed685358d420517fceb34326c544464544ca2e22d8cc6d048962,0.9409717239997366,503,0.9402121273909397,0.9901972878357572,0.8899215244862633,1,8,91.68967031709107,0
Cambridge University,Fatima Miller,Data Engineering,2023-04-09,2025-10-01,1e0c100a3b6636d688fbe94381626eb660ea44a6846ce2954badbfa3b3c9e7f6,0.9090816457360634,997,0.7961937656962027,1.0,,1,5,17.55061991258258,0
University of Oxford,Jessica Rodriguez,DevOps Engineering,2020-05-05,2023-09-20,26fb4ebbb2160cea9549c3448483917932b885a92d408e941267d8b4adf5aa89,0.7954737947526598,2066,0.5959214699684645,0.884394160569536,0.8802470630419452,1,7,4.018639691838128,0
IBM,Sarah Santos,Data Science Professional,2024-02-16,2026-01-21,5327853358ea0595b7dcbe1e587e5c64260fc72be2b8442271fb89a4e3c29832,0.8998609835932826,684,0.8660915137573876,0.9886580191604228,0.7106821184650144,1,10,0.1802960826790709,0
Cisco,Priya Kim,Project Management Professional,2024-07-24,2026-04-17,5da017ecca8902c19d148817bc20d62af5393a64880903910b2068f3f64208e5,0.773304546836866,525,0.8631344006687826,1.0,0.9830685413524476,1,9,17.893150645842148,0
CompTIA,Carlos Patel,Data Science Professional,2022-11-01,2025-03-28,3cb46b670598db7a647de97987c7c54132d9af9bd3edc3862e8c659f11cb7cc6,0.7989139245814153,1156,0.7590183436009065,0.8495890323413902,0.9310629646545874,1,7,42.71662500847181,0
CertForge Academy,Sarah Johnson,Data Science Professional,2023-12-15,2027-12-03,5cd56ae1c89cf20fd657597ea58576d997108e0c688ff154843e6ec76a981bea,0.1428,747,0.2365,0.6876,0.1925,1,2,30.71,1
Yale University,Yuki Martinez,Project Management Professional,2020-10-15,2023-11-05,0daf5ad45292d6041d0509b8c88b5ed7c3cef241b5f49cf104b8ee5a9d8a7a4f,0.7968286410043899,1903,0.9120402938324711,0.9422266853570881,0.9679981439763857,1,6,56.55256751883007,0
Microsoft,Fatima Jones,Quantum Computing Basics,2025-01-30,2029-06-14,fcdc8ef7d6d0ce72f6719ace2cc0da23767c6700a9eb288c0158688e28563204,0.7899241501242444,335,0.829414927595347,0.9305681428319242,0.8301827011211154,1,6,7.887258569868281,0
CompTIA,Arun Santos,Data Science Professional,2022-03-26,2025-02-04,4271c517d1392f2bf90364fc804a7b3f441605ec011b5b02d7196767a9c347ba,0.8622911034763189,1376,0.9536842923281312,0.9144322798807245,0.8815930248158196,1,6,37.58055274213014,0
Cambridge University,Sarah Smith,IoT Development,2020-03-29,2021-12-18,5cfdc6eb148ee9787b91585d5adb3b87a38e7f9811f9e3098ca4bf187e10cac9,0.8233654149703035,2103,0.9726813884278692,0.8121616588935876,0.745461120104182,1,10,12.170101564420348,0
Cambridge University,Susan Patel,Project Management Professional,2023-07-15,2026-02-08,6a0815c9d233df26173337e732c2dfbd82b796d5e1d4e791de85c9bf5e40fd0d,0.786695689442482,900,0.9466277769198546,0.8421926070111011,0.7100936491828407,1,6,87.60648207838855,0
MIT,James Garcia,Software Testing,2021-07-14,2022-11-25,938798d5ff6d28e69c6f241d2b60e37882b15084b0ef6b2b013a305160421157,0.9791446283407135,1631,0.9567387903949002,,0.7128845212772308,1,6,17.33760853438043,0
Google,Thomas Dubois,Digital Marketing,2025-11-03,2029-08-03,2527b904cd340dc792d89a9cd71887144e6322980bd1a3aaed3dcedec36c60f3,0.7019615322492722,58,0.8698008210359566,0.961134917864475,0.9873311386171568,1,8,9.09034333678926,0
ETH Zurich,Sarah Martin,Agile Methodology,2022-03-12,2025-06-27,94277c2384423158bef96abfa59f4d7ae8de7af7c14ddc4af175a8cb788efb98,0.8887179501885341,1390,0.9284259074740381,0.8920020907633441,0.7996726745431852,1,3,41.1358949189742,0
Adobe,Christopher Thomas,Blockchain Development,2020-03-19,2023-06-25,45b51cb87caa8490b70de46d791bdeb1a8c4ca6f2201f24ec3d9e6e05e4ed428,0.7776949977577481,2113,0.915768815708147,0.8933012205320137,0.968476952235031,1,5,103.33305997236052,0
Google,James Thomas,IoT Development,2021-12-01,2026-01-06,801d0a9aaab7a873c00854dff4455ba2b922a2527a132f842c65529d969a2308,0.6489384053358919,1491,0.9086602408021686,0.9304345116647456,0.6539249579809603,1,4,31.741444955854888,0
edX,David Smith,Agile Methodology,2024-07-18,2029-04-18,11f5242b8d3cadc48f562a4402fa5c3c4f924ac89934f148a5f9788e2458a2bc,0.6887298261143765,531,0.6111448750642545,0.9417405590946335,0.8102713725522928,1,7,8.146613181586279,0
Udemy,Thomas Thomas,Business Analytics,2024-11-05,2027-02-26,f82634c7e55c439c432788f820bba5605822dbb80d3184506fa15fa71271b322,0.9423232375421163,421,0.5799939634411866,0.9367396667141801,0.7821910746078885,1,4,67.67717058208144,0
ETH Zurich,Arun Harris,Mobile App Development,2025-06-29,2029-11-12,ee576f60495c91267ef4b43b5f9b8fe8badd9d1457bd426edeb984457c4ee11b,0.7226104834303919,185,0.9464338708413046,0.9849281040285053,0.9631684845914454,1,8,113.55435310441817,0
Stanford University,Sarah Dubois,Database Administration,2023-12-15,2028-05-13,599d532f8aa2365f46afa3bc46345b2b1cc42678b62802a01ba514390ca5db22,0.8577475558890124,747,0.9026774285407078,0.9319086649059463,0.8295243203784466,1,7,6.2745397672939776,0
Cisco,Arun Smith,Mobile App Development,2021-12-13,2026-11-20,b3eae530d8d0755b8290b93fc02287565ee3420ab6e9e755e27ee319f4be86fe,0.839365372937333,1479,0.9804972284882515,0.9465651783917938,0.9710723014886857,1,2,103.18410529869753,0
Harvard University,Sophie Kim,Big Data Analytics,2024-09-01,2029-06-03,f7c76461c39916cfbdddce78a188b395eec7abc12dae6c6db30d36557646b3da,0.8116202822767932,486,0.8422959950374578,0.9806660314473268,0.714997145392653,1,5,90.01945188562628,0
Columbia University,Jessica Davis,Mobile App Development,2021-07-28,2023-02-28,75709b9707282c02ab5b8287c4aa36ca4a2b32eaca10e313fc604ee482e8b142,0.9773757795662554,1617,0.9581855792761946,0.9818951218932053,0.7705740545441598,1,5,5.0321455946331275,0
Cambridge University,Thomas Patel,Project Management Professional,2020-05-30,2022-08-31,6256969bc72058eb0f8060b3589592b564cb613f800fe85ce929e787d0606620,0.9867034294114457,2041,0.9626765867465745,0.9164842034442013,0.7977160241950423,1,6,27.55113497949661,0
Google,Thomas Jackson,Agile Methodology,2024-10-20,2026-12-10,c06e3672a7075256e673d3b9237568d1c4719be2612979a460abd8ab557ab0be,0.9441956037482444,437,0.7548759465234448,0.9536146704020202,0.9580763729887007,1,8,12.20041139482765,0
edX,Mary Anderson,DevOps Engineering,2024-02-16,2028-07-17,2973e6ae6bb3cabdcd78c4d447de4997e67e710cce4aa0b0405614d31ed2a753,0.6878042568051065,684,0.7867740283088989,0.8964571930761857,0.8836383032547299,1,4,3.9920019982253834,0
AWS,Sarah Wang,Natural Language Processing,2023-04-29,2026-11-14,0c350556074d9ef60105bedde24b3ba73a9e010589703b12a22206cfb474b86a,0.9335447914996599,977,0.763226157315441,0.896464513189835,0.7062431000209819,1,7,0.5639542554755516,0
Oracle,Linda Martinez,AI & Deep Learning,2025-09-25,2027-08-27,3312af3e58a1f7055b81659650d3a088befb54d6de4842af281ac262591844a2,0.9025311232551048,97,0.8306503181729517,0.900526648186417,0.923223832233011,1,8,11.022095853474507,0
Salesforce,Sophie Williams,Cloud Architecture,2024-09-25,2027-08-04,603d43ac9a2665d2234066ab0b06fdaa82a41e44c615f143bdd2d62b5151689e,0.7079401484397086,462,0.7329836636332417,1.0,0.6822501006911179,1,9,11.182333834553013,0
Harvard University,Ana Johnson,Mobile App Development,2021-03-27,2022-10-19,6daa6a6a131bb69788f879a6abe300ebf23fb72aa5351d1ce867b8bbdcf2f18d,0.744403236819833,1740,0.46695017967517155,0.9650723647456227,0.919895604262348,1,5,117.0565978512801,0
InstaDegree Corp,Elizabeth Hassan,Business Analytics,2023-04-24,2023-06-26,68158e0d4c50,0.1455,982,0.6251,0.4842,0.3953,0,2,4.82,1
Cambridge University,Mohammed Rossi,Software Testing,2023-10-15,2027-12-23,aed4f67b85e0e392566b5892ecaa5fd2e5ae93428a6a98da3c1dbaa4464cac86,0.6231867979432832,808,0.69506675857568,0.9679537821061037,0.7976653033766633,1,3,1.6915633090805449,0
IIT Delhi,Fatima Brown,Robotics Engineering,2022-10-31,2023-11-18,27e58963bfccee00124e3a85f1d90307d5d0e2bfea34a990ed4192e34ea67ae1,0.9167975995591321,1157,0.7352117185598979,0.95556424671206,0.821065415527445,1,10,5.766015739771446,0
MIT,Arun Taylor,Computer Vision,2023-11-18,2026-11-06,4fa722fd92c5bffc77196bcd0a6325437e2a8ef790cb4c9c03a3f3eaa946bce6,0.6595949135646338,774,0.9854659920556365,0.9595487878861034,0.9728294657978195,1,4,17.437557577857262,0
Yale University,Susan Harris,Cybersecurity Analyst,2023-09-07,2028-03-20,6bcfb4adcf33907ccf47f28879501cb22cf1d143788901f3f2fc28971f1818b9,0.697329856295214,846,0.6878268922015581,0.9012681103731607,0.7735202606504753,1,6,8.978056033431045,0
Cambridge University,Arun Jones,Quantum Computing Basics,2020-01-01,2022-05-10,fe37836fa33feac72277914a14889544f1c46e32b05003e38c0ae6c8bfaac989,0.9449737657865603,2191,0.9649584329227103,0.9217157411002462,0.7511383261303493,1,4,15.872768976985173,0
MIT,Mohammed White,Quantum Computing Basics,2025-07-26,2029-12-25,5ce65adcdd5dc9cf0610c79515d3de00301927bda5045a2246a4f2d9412228b9,0.6493000211804583,158,0.8994477708747868,0.9553934465671481,0.7226221641589646,1,7,32.25089560872322,0
Stanford University,Robert Rodriguez,Network Engineering,2025-02-06,2026-12-07,98cb538e5d55ae69990c6283b2e047317b904616a2cd62c5e5178a1301d6075f,0.8764974218682506,328,0.475624077545474,0.9026728441399098,0.9705021876609445,1,4,0.3557650584566934,0
IBM,Wei Kim,Business Analytics,2020-02-22,2024-04-01,37e5eff6824893c554f36fe7f34d051a00791d856e7643996c70a51cdd81dce3,0.6955286150142332,2139,0.6277001837321661,0.9860598503916981,0.7673248590782102,1,5,40.58246826538946,0
Google,Ana Garcia,Machine Learning Fundamentals,2022-03-17,2023-12-24,d6da0d286f2405feb4a80b4e36459a740ef6bdc51eb19a2b20e70f51e1516d72,0.9272119234637458,1385,,0.9683147869148735,0.8498616180124923,1,4,53.445375397733166,0
Harvard University,Robert White,Network Engineering,2020-09-07,2024-11-29,522751d78cdf70495f1a60830bc183e937279c1ac3839fbcd4a9e16648db1418,0.7417465053360199,1941,0.5192241001432688,0.9455931098285746,0.7579621754713185,1,6,17.6666454118099,0
MIT,Wei Jones,IoT Development,2021-01-28,2023-06-06,7037cba91d11d1877f5b1ac1a9b65b80e3519210eb8a8473e8fe209a7cba7a81,0.7431937560009754,1798,0.6944206043326928,0.998847589683399,0.9459715314614929,1,6,18.097785217188193,0
Harvard University,Linda Davis,Cybersecurity Analyst,2023-07-14,2024-11-27,6387fc492dd556fb75182abf9170a0b38f57b4e75f2c0a180fc47bf59f6f9c65,0.5974757270131142,901,0.9350524703319973,0.9620396857689233,0.6750835839994599,1,6,33.16585297718976,0
ETH Zurich,William Kumar,Business Analytics,2024-12-03,2028-06-28,07d7491e432e9f99c82b19cea9989edccf395dc1c5a6f8a95cd0cd8be36708aa,0.6900263431938286,393,0.7561144846217229,0.936428329384821,0.9545988552266915,1,6,24.81835692927067,0
AWS,Patricia Smith,Quantum Computing Basics,2025-06-28,2026-11-07,b2c715bc2d5bae909ee729942751268d3d473eb6dff5c3374345126e0b9130b7,0.7647263565464218,186,0.5870239594894856,0.9944466323934359,0.9886553694009503,1,11,9.406891415109746,0
IIT Delhi,Wei Miller,Quantum Computing Basics,2020-12-12,2023-03-31,30d29b740238c0fcfa471ad00fa8b3ee4ebd091ec45038f3257c072f47bd451d,0.8353193558792162,1845,0.33571276023011953,0.9116393300305813,0.9752440923952068,1,7,12.01584360658311,0
TU Munich,Michael Mueller,Business Analytics,2021-11-13,2026-08-11,577e82aaa9b9f867b05d6643fa1db500ca9e77d049236b090077323ca5499b9e,0.9544253996205536,1509,0.8838671304999316,0.8613440023087114,0.8643141415602223,1,3,78.98672455308355,0
Google,Elizabeth White,Blockchain Development,2021-12-02,2024-12-26,ecd2e653618bdf71c33791f021f65dad838e8081d3214946fc1b74ba683824a8,0.6944346144429857,1490,0.5116741896630536,0.9423905549594456,0.8636901188311722,1,4,33.50743495910093,0
University of Oxford,Robert Jones,Natural Language Processing,2022-02-01,2023-02-17,34c3240aec1f7c0807b34593efb7229f8c33a184916bd5222d8e8587fb4d1468,0.7427655712571445,1429,0.8246501717139073,0.9616339720164914,0.8810205557520854,1,5,28.197424713853003,0
Yale University,Mary Martin,Machine Learning Fundamentals,2024-05-02,2029-03-23,6ed4342dadfaa285164214a3f166be8b6a3ddd50b3060abeae900fdf7e4f8349,0.9407117007414796,608,0.9670644248188881,0.9803098612901852,0.9587730455737876,1,9,19.340832735180303,0
Udemy,Susan Dubois,DevOps Engineering,2022-01-15,2026-10-17,caee4f143879538b3d323dc7f2a0304c96640c46ee544f6151da374d9286d194,0.7780639432492905,1446,0.8499769310910491,0.8917833629665229,0.8065090327361092,1,8,1.6234796602396737,0
IBM,Linda Anderson,Cloud Architecture,2023-06-16,2024-07-18,6052bbd8fffd0625a97eb86020244311e71587bd3340a5c3b46f0865d1337ca2,0.7951423296955428,929,0.6706914358452083,0.9227987886902955,0.8720900187281301,1,5,3.874394653225753,0
Cisco,Joseph Martinez,Robotics Engineering,2022-07-29,2025-03-05,08ada0f1b76f4194bcbf7a0faaa696472b2e3f2c53aa6cb36aea02ecebf4e0c3,0.9313424946313806,1251,0.5538386065605708,0.8637712891422292,0.7961360460754825,1,2,5.062788362475527,0
Cambridge University,Michael Rodriguez,Natural Language Processing,2023-08-05,2026-02-02,7af8ca50d366c4acb7ec9827a34929dba20623f026ebb988b8989855aafab3e6,0.917073421095978,879,0.9346996936449197,1.0,0.831764985032148,1,6,36.846803623070656,0
Google,Sophie Miller,Big Data Analytics,2024-05-10,2028-11-08,f0aa280fe34ea38f19e5796dc989658fbf2ddb2325b6612b20d399b26de9b091,0.6745179392479187,600,0.7873607866423562,0.8703264062890411,0.8308342544288845,1,2,46.47494762511873,0
edX,Wei Dubois,AI & Deep Learning,2024-06-11,2026-08-18,56a7823a2b975a97c57b47c5814aec69b31666a3baaed34f99755e545c9c4903,0.9343906579766037,568,0.7257327145648466,1.0,,1,6,19.54977388467894,0
IBM,Priya Rodriguez,DevOps Engineering,2022-07-01,2024-11-08,5cd2888142c9276dbb3f0940cd33ed37ee3254fffb0d93105aa223091e880d2a,0.8241832222000999,1279,0.8742590405046559,0.894898006159387,0.9562254139347116,0,3,34.97438367586851,0
MIT,Carlos Miller,Data Science Professional,2022-03-15,2025-03-28,bb51cc9f8c2fc7d6bad0f85aa81a6eae8ce1d735cbe2c3dd659a12198e089431,0.854367744924514,1387,0.7123383712430298,1.0,0.9514120685792313,1,8,35.88835430186424,0
Cisco,James Garcia,Data Engineering,2021-11-10,2023-05-05,eb09c588f8971011386d14199e98ae27fd9b68ad7d55e55b55ef7c12c5c490b6,0.8409718011886835,1512,0.8864037517810053,0.942756647341574,0.9039148874405469,1,9,34.76330728198766,0
AWS,Elizabeth Martin,Robotics Engineering,2025-04-22,2028-12-23,a8d8b03b8d214346c51bef07789a497cefabb2fb02cdbf45a9a5373f24a9337d,0.8061920648852746,253,0.45408043964614864,0.9679782398314964,0.9237441451713739,1,12,8.12155989196645,0
PMI,William Thompson,AI & Deep Learning,2022-03-24,2023-06-07,b050d289aff208bbff3182a209565682cdca2f381381a25dfe467781ebb86a4d,0.6122281062762355,1378,0.984155102862467,0.9746611612194276,0.9270189961672214,1,4,11.170065854122628,0
MIT,Ana Johnson,Blockchain Development,2021-10-14,2025-07-07,e6e1b852cbc7e8ca27d25c72b7cb18285bb645d250a54f1d6a2612436e112580,0.7117340529990861,1539,0.7438376023298132,0.9691253519311106,0.7027077148167054,1,5,26.632611573694973,0
Oracle,James Chen,UI/UX Design,2025-01-03,2029-09-04,a18e90710bf7c4686d3adb28c163aa187015cd1329e1dd10a435e97cd8b4c830,0.7992069907957737,362,0.7314682325307906,0.8845326914691766,0.7592570696455929,1,7,40.202870622858434,0
University of Toronto,Jennifer White,UI/UX Design,2022-09-06,2023-10-18,34aba3298d06f1623b8e8b8a474dd88b030d07c81a5ca76318b5ad2d1e1a291d,0.9501479247860419,1212,0.9630239490797625,0.9150293028129203,0.8938292760319714,1,5,7.551342643845176,0
AWS,Karen Brown,Quantum Computing Basics,2022-11-25,2027-08-12,7e64b2b11315124caf0a8b756ecb033667ac4fbe7bdc284273c1867b7bbffd71,0.9780930429525314,1132,0.9153255149499645,0.8022932905866647,0.8684578132961933,1,5,3.1302029976094103,0
Johns Hopkins University,Linda Ali,Network Engineering,2023-07-04,2026-05-06,4e24fd25b5ee4fc5aaf3108f75346a29e85dc9a6610f4925dfc414ffa011f3b2,0.77133971999341,911,0.7331623169048851,0.8841126689885243,0.919948888740421,1,7,110.98379393297645,0
University of Toronto,James Harris,Cybersecurity Analyst,2025-03-25,2026-08-27,b6b674930efdc33449e6862700b812b5c37a3d16997e36ee183feb4d5935e217,0.7958881998101455,281,0.9594526959486774,0.8425804927529629,0.8761354402446988,1,8,106.5280842267592,0
Google,Linda Harris,Natural Language Processing,2022-05-23,2027-04-24,f044e44b383e25ad162cb5cc21fd360f13f0a5bc7eb511cd81bcf4be5ca380c8,0.9488799466264872,1318,0.526162075355673,0.8585838802459556,0.970822372418228,1,7,8.05946000222151,0
TU Munich,Thomas Patel,IoT Development,2023-03-14,2024-12-20,700eae8d5bc4be6aed1470fe92717af4b292141d5dbaa06452f3b1ef5ccbada5,0.6265250536574174,1023,0.8105418376353426,0.8803230644398992,0.7365484362944253,1,8,19.096385203809035,0
Columbia University,Wei Miller,Big Data Analytics,2025-02-13,2028-11-13,dac75b3aa29cb0f81828b8bd7ea75bb94ef821fdc99a8d66d9889722b292b2ff,0.7302557728328307,321,0.9170567014256495,1.0,0.5962342345068176,1,6,62.94992780881814,0
Microsoft,Mary Brown,Digital Marketing,2022-03-05,2025-04-26,2091695b4ce013fcf5d958324655d334f148b0586951b5567e6a3565043eaf88,0.9245157177711246,1397,0.8326374788620746,0.9131984500431168,0.7245746449076598,1,7,23.244285738984214,0
Harvard University,Sarah Williams,IoT Development,2022-11-30,2027-04-21,8617c3b052cbdc03e46eb2bed42aa06494cdcdd0e65b866f1bb282a9d6d3f5fd,0.8014877310577088,1127,0.6797867048756205,,0.9302232664738932,1,4,3.8025658336073382,0
NUS Singapore,Patricia Miller,Computer Vision,2025-11-07,2027-09-03,e3839c5a498ae16ae3be248a66b3167961f7045ed5df32b882191b1d9e992eec,0.9554133231689484,54,0.9716063663269697,0.9769440477995507,0.8062759843503418,1,8,7.4577758797091205,0
NUS Singapore,Elizabeth Martin,Agile Methodology,2025-06-02,2027-06-20,d6a5b02dc597d2f4be57291794f402b5052da0868a0fb7a0a692931db8614fd2,0.958821760035164,212,0.5706712860786536,0.9284873335072372,0.926045151289113,1,7,39.07004763334254,0
CompTIA,Arun Mueller,AI & Deep Learning,2023-03-31,2025-02-27,8638bf066ef8db2c1db142f736a7c92868e9bd03f7783a41b1cc8fa98fe47b12,0.8752445050014777,1006,0.8029757363615303,0.8784269619646099,0.6628964543792536,1,8,82.68743010432237,0
ETH Zurich,Christopher Jones,Mobile App Development,2023-10-27,2025-08-12,0fdd4ec6d25f800d186995d0a646e8c13a2694bf4b3800236bd7e02e194e4cde,0.8614934493108659,796,0.5693457204090745,0.9974755762439405,0.6355247014717911,1,4,58.218173706097154,0
ETH Zurich,Michael Kim,Data Engineering,2023-09-05,2027-09-24,22ed6c0a92954fea661ffa6a76c354377341e4522386c970e688053455f77c12,0.9475695596901608,848,0.9217999194438838,0.8870156311394647,0.9397955124858013,1,6,18.124197879908397,0
ETH Zurich,Barbara Patel,Project Management Professional,2022-07-12,2026-05-06,ddb9fad591b5a2599e95a712f9c2bad696a96cecbdda3d609f5663ee187b6d80,0.6052928035695192,1268,0.809630832483923,0.9004970879534486,0.8825804642704052,1,10,6.993708095316195,0
Google,James Smith,Robotics Engineering,2023-02-19,2025-05-02,c9af9e316b4bb44b6a5ae4da4696438cffab6674a80422528ed7eb95f9beec45,0.8932042579455233,1046,0.9386400596301118,0.9643384453434686,0.9314573842640915,1,5,41.070647595515176,0
Udemy,Susan Hassan,Machine Learning Fundamentals,2021-08-31,2026-02-03,3bfce14cb28843d06df59313df644d4d6bd2f32eb0cbb95d7f3c52c5173681b7,0.8608184483297154,1583,0.9013505804908974,0.9974279568138366,0.7956168888376781,1,5,3.301776555295156,0
AWS,Ana Harris,DevOps Engineering,2024-03-05,2027-11-19,e47ccd561f9379b960bea61214ad92a8559f7c2120b4d1419e3dc0f058d8d621,0.6414515887064897,666,0.8873102789985248,0.8687268162744424,0.9570645319766844,1,7,15.4696193986955,0
edX,James Kumar,Big Data Analytics,2024-02-12,2028-06-20,04f2e23edb0495a8efc33903dd81e8b0dfd0552a8fdb1b0d814a125051afcce5,0.7031531423440999,688,0.5371813526597825,0.9610828769882002,0.8245880356391582,1,2,3.975723036565359,0
IBM,Sarah Mueller,Business Analytics,2024-12-20,2027-06-12,4bc078b33e28ed5d172be257e125ed9c2066b7c205d21485e89ba2e10ddfd915,0.9663059056904476,376,0.7915391883094067,0.8495166723096549,0.7054356859169374,1,7,8.075962169994202,0
CertForge Academy,Richard Mueller,Full Stack Development,2026-02-10,2026-06-24,8d2acf077546416a1eee21e1fba5e41abc1792638658008168c2e1fe0716bd60,0.1835,-41,0.5041,0.5442,0.028,0,0,185.83,1
ETH Zurich,Fatima Smith,Network Engineering,2024-07-07,2027-10-24,9b47c368409fc0b505255a08ef3e56b209d2fd9c7a742e6830f20878e9a5dd10,0.8667281997918947,542,0.6946455459578805,0.8564776724399464,0.8868457823923579,1,8,47.714106009828036,0
TU Munich,Mohammed Miller,Digital Marketing,2022-02-16,2027-01-19,966f347c3d2218bf8ef69cbb5f373361fdbd240d4e931473d2f1005efe92ba92,0.8281096835916462,1414,0.9680556735842342,,0.8347173903307704,1,9,74.17809402558836,0
ETH Zurich,Christopher Rossi,Big Data Analytics,2024-03-14,2026-03-04,09665df616eba4df83cffbf82de227e8edfba805a4e89d5599e638aa0dda722b,0.8659841773914426,657,0.7699806030342329,0.9079697803976826,0.9165693360712802,1,8,1.5791935673816542,0
IBM,Elizabeth Harris,Computer Vision,2020-03-17,2024-11-01,1c4c4f8c701bda5c6d693ea109e2c0b236691161d0b92c508f7bf5696f451247,0.8918278009982611,2115,0.884605051195625,0.9339913340425582,0.7898290075692715,1,2,14.327756373422268,0
Harvard University,Arun Mueller,Big Data Analytics,2021-06-18,2023-06-03,0e6a41201a18f1c361872164c9d14b806bcbdb4e827369254f2415eb1c43d5e5,0.9474110891191485,1657,0.6703646820560405,0.9829184728762415,0.9469540818367294,0,5,6.707103254942335,0
Oracle,Jessica Brown,Cloud Architecture,2025-03-21,2027-09-06,d1c6c0a9cb36765197e68b12b401dc417c74104b5f02084d81f33dfe5715b49d,0.48628469880089265,285,0.9616828379358411,0.8804252004786985,0.7144186906854657,1,9,2.2772405350582097,0
Udemy,William Brown,Natural Language Processing,2022-05-11,2024-08-17,b2c33ae811fea0da3635556422600c5abcd8dca491b733f80e3dd425fd746b73,0.6319039133232139,1330,0.9734328246145161,0.9050497618457208,0.7900635255026257,1,10,3.4714426451713343,0
edX,Arun Wang,Network Engineering,2022-12-12,2025-03-22,640c6b70cca26ed61500871523391d290366000e6a6246035d004432007ada1e,0.7625742539026084,1115,0.9468872502442434,0.9382976109622071,0.8825654395519572,1,2,0.9266789170266521,0
IBM,Sophie Johnson,AI & Deep Learning,2025-09-05,2030-04-24,cdb62e40ca0267998f1479694a0c88d26c87fb119c9d1224be50e4699bf2acf3,0.6620919444300292,117,0.8640700873156726,0.9227196549590139,0.8601341111573271,1,1,4.121929585669771,0
AWS,Elizabeth Thomas,Machine Learning Fundamentals,2024-01-23,2026-05-27,4ef1a4d38bb8cba0f2da7347445d0f1f265b5331edd76d1b183f2b513392f41a,0.9553312451550567,708,0.5933303265157487,,0.47048701446639024,1,7,25.455941917220038,0
CompTIA,Mary Miller,UI/UX Design,2025-10-23,2027-05-06,253c5d472f266d984a0e910f516ecc3b9a730a4fff71957811eb85959cd21bfc,0.9065292506901449,69,0.673940144306164,0.9599029936676171,0.49509511749483126,1,5,20.96188851293325,0
IIT Delhi,Joseph Mueller,Cybersecurity Analyst,2024-06-12,2028-09-09,704e7373814a609772d7ffad067ed18d65eabd1f364e6f38280cb358c90546fc,0.9046902787785944,567,0.8382649147775325,0.902362398101799,0.8408845155224768,1,7,37.687777994292546,0
Oracle,Robert Davis,Network Engineering,2023-03-26,2024-07-24,7f3b82f6ba2eb7b73f762d5582c1bdccac93104c3a6154e5f470fcc5983aa9df,0.8562237707303246,1011,0.9284689945893636,0.940286424304876,0.8759821499767203,1,6,50.508417101894544,0
PMI,Richard Garcia,Cloud Architecture,2023-06-16,2024-08-25,9e83a0592e21195ecaee0715ea95d3895fef0d91e2ff863fe93a3469bbe0faff,0.8439359862902356,929,0.87955777938797,0.9424609360642517,0.925129732951431,1,6,28.464095049248787,0
AWS,Wei Rossi,IoT Development,2022-12-26,2025-05-18,ca8004a4eb4a70a664682140fd3a2df5670ec8b4da6db80c25d2ac53a29a2dbd,0.9033777374698454,1101,0.9556418804038604,0.9078047558913935,0.7746546484868934,1,3,16.859228085760527,0
Stanford University,Pierre Kumar,IoT Development,2022-11-08,2024-11-09,fc34c5cfc62302f53632ed61fe30bc60a30008fe12e824ba9e72338528f25755,0.7723014055840813,1149,0.9163430461315695,0.8778850329927038,0.8795034914256253,1,6,14.652647281596725,0
University of Toronto,Carlos Taylor,Project Management Professional,2024-04-27,2028-06-27,e34200b4e057ac45df106efc25685228fa66aec7c09f260f95f66496c0951e9e,0.8475123021059597,613,0.8634397387917393,0.8462516627021301,0.6754796778329016,1,8,85.10313262293599,0
IBM,Sophie Jones,IoT Development,2022-09-25,2027-05-14,76e93a00190fc7099bfcdb6b6e844e6e9c03d5bda22d94392ecb0e069b0024e6,0.7558590785178319,1193,0.7874806568134943,0.9949551106963039,0.9483235988524226,1,10,39.22209130056277,0
Columbia University,David Wang,Database Administration,2022-07-06,2025-10-15,3529fce49dca18f5a71dfe98421fdaf188499d4b2089cc6cf3c4ac39af903e92,0.9323164589772285,1274,0.752330260469743,0.9436846568366114,0.8569107836357984,0,6,76.26622745703004,0
Coursera,Carlos Martin,Blockchain Development,2020-03-25,2024-02-22,e422b5fdafbc9a1bbf060ead5e10996afd5859cf0db028bbb856da1d894ede71,0.8580203896875446,2107,0.9435139339760497,0.8663949479716988,0.9562706432373745,1,2,55.21656601499985,0
TU Munich,Jennifer Davis,AI & Deep Learning,2020-07-01,2022-01-27,a1a4db3187bb6e37e86802f649e94edba2ca83e619c9ca2baa64dfd4a113c62b,0.8940975701495566,2009,0.9679007151404367,0.867179658945845,0.9476494013389161,1,7,25.96178230133962,0
Microsoft,Christopher Jones,Machine Learning Fundamentals,2022-04-26,2026-10-02,c3b06b5aa58957ae4dca28ea17b97890141a0d38770f9a2205d81f8fd093d0c5,0.177,1345,0.4353,0.3304,0.2488,1,0,84.47,1
ETH Zurich,Richard Johnson,Database Administration,2025-04-16,2027-03-23,ee1ff2c9990b28507c17cd08cd5e468ca5b1a1730a2a5d02c70910dc10eb05fe,0.8521721585154372,259,0.6423806842766171,0.9673839763713104,0.8069799635358551,1,5,57.4698977558987,0
Columbia University,Christopher Harris,Natural Language Processing,2020-09-22,2024-03-21,b9082c9d05a0942055bc7592eead24217afd5793433b815201009264ba9c4e5b,0.916602071168062,1926,0.8807914520510487,0.9332985083908536,0.6978658637112808,1,7,64.23189952517326,0
Coursera,John Jackson,Project Management Professional,2024-02-01,2026-06-12,f38a1bb90969643ddcde7f5f5050ebc7b8602581a84d15c84caad7f8e6d50446,0.9059694178984007,699,0.8132566803321023,1.0,0.8206942644463802,1,5,18.525169137243925,0
AWS,Wei Smith,Machine Learning Fundamentals,2021-03-23,2023-12-25,6fbdeffbdafb3d7f4fab067165e3f399757bc1269b1c1723bf824e5f4f518fa9,0.8074069387011784,1744,0.7776714578796228,0.8599425537014315,0.6609159709050145,1,4,37.928138604654514,0
TU Munich,Michael Kumar,Data Science Professional,2021-06-28,2023-04-14,07f215f4f112e6d2a550d5e3c97643f9d92f6431ecf6dfc8ed1b5ea9d4bd440a,0.8266019005655698,1647,0.8610639449871259,0.8730274499987044,0.9305033908729986,1,11,34.24628216133688,0
Johns Hopkins University,Robert Hassan,AI & Deep Learning,2024-06-03,2025-06-22,226725aac2b11ab79cb04adbf9adbb354c988f27293fc81349cba3e0f9eb5066,0.9380178607137015,576,0.9163015549870189,0.9090487316075833,0.9761548051165267,1,8,49.00807768547159,0
edX,Fatima Chen,Software Testing,2025-07-06,2029-01-04,7c0e391e53f1e4e0db8a9660a3aa97dca396d2ed2b161f5e6565d377252a7dc2,0.7323937837850983,178,0.8530365881522897,0.9789559318274805,0.7612620039131969,1,5,19.04151117298396,0
TU Munich,Barbara Martinez,Cybersecurity Analyst,2020-09-16,2022-08-05,c02edd627d4b17fe75960ab5e6359f25fe56f6d4ee9fdc801f661d493e054f3d,0.7854883400514461,1932,0.9536738358924886,0.9185787766650445,0.8719928457839056,1,4,16.159180723099784,0
Salesforce,Sarah Mueller,Machine Learning Fundamentals,2022-01-13,2024-01-03,b453bdd0d724208cc94fa4e50e13f859a5b48ffcc0f27a20e32fd521ab2a2655,0.8829202455974405,1448,0.3608344360111257,0.8553097921290344,0.9550338998312852,1,7,39.221242369250845,0
QuickCert Ltd,Joseph Williams,Mobile App Development,2026-05-30,2028-07-30,6448baf85019c56bd35d471189f348b29635a7546b0d6e29f86ab34d953a8c47,0.3022,-150,0.4505,0.6255,0.2028,1,1,34.82,1
ETH Zurich,John Wang,Cybersecurity Analyst,2025-02-08,2026-11-24,a81a4044d2f7182b8a6c9fd616c1e760c731f3a9db80d20b57aa7bee9a44b851,0.8327472098969213,326,0.7004468841502195,0.9341981799200629,0.9001573291660191,1,5,3.2006620615763826,0
edX,Wei Taylor,Data Engineering,2022-07-06,2026-10-06,ee3911107056415ec5f399f71c707848bc7c52b237dd99c1418aad75f58f970b,0.6336191766375693,1274,0.7966692463950803,0.8335372939821368,0.8850853643160175,1,3,55.704522435241536,0
Udemy,Thomas Kim,Quantum Computing Basics,2025-03-27,2027-03-02,bb2c3bbf2735478d3897d266e6591acb107f771784a95095d3581a5faece2571,0.9605967256850918,279,0.8433151829740771,0.9914498525371946,0.743307959185911,1,7,21.216962886223225,0
PMI,Jessica Smith,Database Administration,2020-10-19,2024-11-15,4d7f470d4ab4866b1d30a9e4bd4761d05598ce9f66e68575b3f0dcc5200fdf65,0.7145573467610961,1899,0.8627391046573821,0.9646658897331167,0.6041426331547102,1,6,0.22325031090445557,0
AWS,Carlos Santos,Network Engineering,2020-06-25,2022-08-15,cf09570e44e34aae828efc994182b834cc4e7ecd3e720e04c1c1f18cd13a7a1c,0.9257371620405078,2015,0.9520170922975725,1.0,0.9345598169533265,1,4,40.117557248432,0
AWS,Linda Brown,Agile Methodology,2025-12-13,2027-08-14,9544621d2c4321b8ba689a8e730ed4de58344a5bc12f4f5bde88893560a48e31,0.8814166912062464,18,0.7398810645658156,0.895228527921493,0.8175726181264371,1,10,0.5788035052878395,0
Stanford University,Barbara Taylor,Big Data Analytics,2025-07-26,2029-04-06,48541d1486ef6bfe1419be50c0c03e4c67f6ca1668ca0af844617b725eb66aca,0.5605142980691805,158,0.8788979965946659,0.9495085682011815,0.9059709233531518,1,6,114.74312053102705,0
Johns Hopkins University,David Kim,AI & Deep Learning,2024-06-15,2028-06-15,b10d64e41433a548367c911e54b7475044cafe1e8e9216f82d2bc846740d8959,0.8699192682868921,564,0.7765367919445924,0.9036621858869012,0.9087249134072415,1,4,13.239990149071,0
University of Toronto,Pierre White,Natural Language Processing,2021-05-16,2023-01-28,7848b9f6ccbfbdc8207e26fde06dc0e8cb7d62b8668179ce315ee37b9ff4db78,0.9297028857395109,1690,0.8669853301644012,0.9352290731059894,0.8282147395693503,1,5,9.277498010132742,0
Microsoft,Linda Chen,UI/UX Design,2025-08-14,2027-05-09,1247e382b0a4c6a689d9102dc0a95e0b33db24d409babcc34a47f85da33f9d3f,0.7828704709614022,139,0.8622538909036087,0.9718968557397796,0.8210840498504512,1,5,3.6727694336714087,0
Harvard University,Arun Harris,Robotics Engineering,2022-09-12,2025-07-11,7c1fc5e2705c5535c88e7ab60f669ceeb756b71a217979369ac66483b10116f7,0.6941490039922952,1206,0.816802222494993,0.8922779325922684,0.9594191281055227,0,5,5.516771546428018,0
Oracle,Karen Thompson,Project Management Professional,2024-08-19,2027-07-26,142e33b2c78fef864aa98d3c00654d73fba019a6afaa6713ef529be1c23c34af,0.8784450251081681,499,0.6928439019622977,0.906723736931437,0.8920554121774297,1,9,8.62675378137217,0
Google,Robert Kim,Full Stack Development,2025-02-15,2029-03-11,c6ab56c98b31c4ee0ab209e4e5a144881e2bc25eacdeae56f08cd9d27c33464f,0.8824639298003624,319,0.7446032507420401,0.9851864503788182,0.6870809997182857,1,7,53.9407167245351,0
TU Munich,Robert Smith,Full Stack Development,2024-01-31,2028-05-12,4f01d6f8cb376610467d89c497377f47573c83d29add66b07d60feaea3c4d8a9,0.5151175617447917,700,0.9100812945799106,0.9088188181717249,0.9356272793946238,1,4,9.869735725563775,0
Cisco,Fatima Mueller,Digital Marketing,2023-10-26,2028-03-17,c680bad11c1177ff8982b174411e2614ba6a99dde1638d3888804a71499260f3,0.8430610432755516,797,0.7537159766217119,0.9219995323732054,0.6285911961491674,1,6,19.56545054253037,0
Stanford University,Michael Anderson,Software Testing,2021-08-22,2024-04-17,bb1fd1d12436a1d4feb0c63c6e21d487ac18d91d8e4afa8751d301fbcc0400a3,0.8327953881206113,1592,0.6120594859200726,0.979878078342714,0.8745318374162812,1,5,18.857086097895326,0
Cambridge University,Karen Davis,Natural Language Processing,2023-08-28,2027-06-03,41b909775009edf9159494d31c3a4a55e5313026a08cd0a00525ba77a84573f2,0.7992054045874472,856,0.833483284638936,0.8738477373676844,0.6754525112504676,1,4,14.356175944257442,0
Adobe,David Davis,DevOps Engineering,2021-04-23,2022-11-09,954c5c68c9a09454d5d4110e5d595ac55c7f06bd340f92fcf48758877b311719,0.9514928172418733,1713,0.9690473389317172,0.8485497532291775,0.9293978771036405,1,7,11.106106698422414,0
Cisco,Priya Rodriguez,Quantum Computing Basics,2020-01-06,2022-07-06,85e8485f8079a8af1937ebd97ba955242707f19763671a14ed2aaffa73aa54ed,0.8650958191599581,2186,0.7379445082821597,0.8664222240936069,0.9871665427748116,1,3,9.385213752383883,0
Udemy,David Kumar,Mobile App Development,2022-02-16,2026-06-21,a291c9978d63e689f1ee3789d326b0c4b595b3d7938cf19dab25927cd570d835,0.8368100210383917,1414,0.943993069034123,0.9423517409685319,0.7884850695770093,1,8,71.62108638343581,0
Stanford University,Sophie Brown,Digital Marketing,2023-11-30,2027-06-17,d718478da9886ae078dcf2d3ed347df47c39ecb74ae8d1573ab3a6ebd7618e6b,0.8414919141031232,762,0.8687005226654673,0.8835393084926495,0.8352532218988818,1,4,6.565664633814346,0
FakeUniversity123,William Harris,Natural Language Processing,2025-08-07,2030-05-27,515ab426972f1e80901bcdfdba8be5955f2b52855a5bcf01565574fc300269f3,0.0995,146,0.4401,0.4904,0.1313,0,0,611.27,1
University of Oxford,Barbara Wang,Software Testing,2022-06-04,2025-05-08,770bf1c54cff3ae394f866c4a520cec439d144c5ddb6454f522378ed77dec9ac,0.5257940626976528,1306,0.8387726984845935,0.8916158113663956,0.9129695800716533,1,8,60.76094926304438,0
Yale University,Patricia Hassan,Cybersecurity Analyst,2023-03-13,2025-11-14,657571a3942df764ff8335be86032537d37508d31a98f3a63b95f50680c19ebb,0.7404221798073071,1024,0.7252994657814856,0.8855966648729644,0.9910246712265877,1,5,41.70110193505429,0
DiplomaMill Online,Ana Martinez,Database Administration,2020-03-22,2022-04-08,a8b5e505875a0e7d9c8aeaf344f77,0.5754,2110,0.6791,0.5909,0.1655,1,1,75.82,1
edX,William Santos,Data Engineering,2025-03-03,2028-04-29,c3ad21f3ac3a8c205e70a119f8529bb604840b46282c4e750cf761436dd2eb1a,0.7120274403149724,303,0.8746385566187613,0.9256870628475403,0.9252884377105501,1,13,1.7932623732656348,0
NUS Singapore,Richard Chen,Agile Methodology,2021-06-10,2023-11-30,162e5c4cb4aa18c8ab3d548c9bac10859762752b1d4eab8e2cf3fa3d2cfa8c51,0.8571962115128438,1665,0.987660155872578,0.9103723100298774,0.8808673837494401,1,6,0.43790089366816204,0
Microsoft,Karen Rossi,IoT Development,2024-03-26,2028-03-07,675a3f4de68302ad1fbf0e0aa8b5ae0ace8bb5b600a68b0a41f264873c436367,0.9153945578060118,645,0.7981374766627154,0.9380142580131601,0.9743318638888611,1,7,3.397990508073509,0
edX,Jessica Williams,Digital Marketing,2021-04-18,2024-04-30,0bc48588cb3e7365fc5fca25be456276fb381266975450d6b15aaca76a133b9e,0.7457894325826523,1718,0.951708636467009,0.9160655055390482,0.6482800050417602,1,3,47.62344117679416,0
Cisco,Yuki Rossi,Business Analytics,2022-04-18,2025-04-27,5bbfe25db0dcdc292fe1ec5d9f34c6ac004868f5d855b69dcc1b27967666ea12,0.66883462088705,1353,0.8728106121559446,0.9139048102811274,0.8322745124824629,1,7,7.3155647035018285,0
University of Toronto,Priya Hassan,Blockchain Development,2026-11-02,2030-06-21,b148086e6fb777a5c41e7cff5c435c1671769c039d56a703db975cb61e5771c2,0.1532,-306,0.0739,0.9315,0.0992,0,0,143.47,1
Oracle,Robert Kumar,Business Analytics,2021-10-24,2024-04-22,1b612cc71080ae9dfd42c138c0a8aa6ff43ad5f18dd10dd819970152f6d9840e,0.9557146786651909,1529,0.7598724001888366,0.9197670026020345,,0,6,57.82576455868805,0
IIT Delhi,Yuki Brown,Database Administration,2021-12-07,2025-03-04,f611e36df8aafb6f05d81ace6e26e103c400511b8dd90a4cd41a70be3b27bea3,0.8787916893843012,1485,0.8201264630034776,0.9453720540083462,0.8559991543014877,1,4,24.072192272015307,0
Johns Hopkins University,Carlos Ali,Blockchain Development,2020-08-20,2023-04-06,c86e74a4cf9c3940ffad7359fc2a5a1cf85aa20259fb55c39c4dcd3ecc0fa596,0.9041726627451393,1959,0.8818250109739326,0.9099489853484489,0.9637903724024901,1,3,26.510414654028143,0
MIT,John Ali,Cloud Architecture,2021-08-28,2023-08-02,bac2e035211e3c4be40c61f7cbb53d143ee5344100e025a04036bc5a7d9af635,0.7401605656233745,1586,0.5902106554396559,0.8528821296756565,0.7752300008962729,1,2,23.23575362954471,0
Columbia University,Jennifer Rossi,Mobile App Development,2024-02-05,2027-02-15,5bd12a691004f1338fede7715984654b733f54cb9b7885c914daf516c08807a5,0.8869414282545105,695,0.8847539553451785,0.915279417256257,0.9918723781391876,1,5,54.10178127081662,0
Adobe,Jennifer Tanaka,Digital Marketing,2025-05-16,2029-04-16,72abdc7c723d96fa84f9a774c1c981a7108b393363579a1fb03dcfa9f3722227,0.7902256765829134,229,0.5228205382565878,0.8598465346608437,0.8657614232410541,1,4,36.07711016717125,0
MIT,Yuki Williams,Full Stack Development,2024-04-29,2028-08-03,ce78e55764128472ee9dbfda00b4ab398160cff69341bebedd37a3f19969ef95,0.891973593062049,611,0.8977669525935319,0.8181694578917688,0.6537783525116191,0,8,117.06542719494041,0
Oracle,James Martin,Project Management Professional,2021-01-07,2025-09-09,b8569d50d22cf98685799c0601eb3763eea00b2b45bede6d44402d887cc4fa91,0.7242588125048924,1819,0.9410853409813547,0.912309676113273,0.6147004132827373,1,6,40.291358940807775,0
ETH Zurich,Fatima Harris,Network Engineering,2020-09-19,2021-12-07,ffba13152ac20988a8712d88ec486ebbc82bcdeb240c9c90511fb4a3063dcd54,0.9117791076437793,1929,0.9508222504466717,0.8843864297821239,0.9103600800650815,1,3,16.831961147555724,0
IBM,Yuki Kim,Software Testing,2021-07-06,2025-11-04,4591fe865e7ca0dc43a0acf67e4d5cf6f8bf324449dbd18fb54267aecfcd8e80,0.7838471393796158,1639,0.7232178092720976,0.9873908681385763,0.943007700999475,1,4,0.5580233797835933,0
Google,Carlos Jackson,Agile Methodology,2021-04-22,2024-06-20,ed0b3415bfea446a653e99673e00e76eb573b955ea9ece06d124eacef248c877,0.861423536178015,1714,0.6851481636049775,0.9330479114041085,0.9036032958332257,1,4,37.3364428670793,0
IBM,Elizabeth Mueller,UI/UX Design,2021-06-30,2024-11-12,c449957a46f7e0836424e7bdb8bd7c28f4315f242d77335c5429f6b77038dcb4,0.39683126772536276,1645,0.8817076676060698,0.9580324043540889,0.5889447262321267,1,6,82.31559022282322,0
edX,Richard Martinez,Database Administration,2022-12-04,2027-08-31,a223c76b4672a55eeff80d0cc32c4655257a2ad6161c66d3a96a1b0a9c45384f,0.8839288340143052,1123,0.8786416974946205,0.9667328015898812,0.8688151445272485,1,6,41.17607343640623,0
TU Munich,Susan Tanaka,Project Management Professional,2024-11-08,2028-02-23,be69165c1c82095d6bc54a7e98d91bc5197f8cc85718ed1fd1ac52cbcc5c27e5,0.865025732562563,418,0.8701558233447764,0.9741242733760319,0.8680066231729101,1,4,1.494462946988902,0
Udemy,Mary Taylor,UI/UX Design,2024-03-02,2028-10-15,c374abacc1e34d2f5174a86f91ff63197e04052499329c0707502e7b3aadbfd4,0.9002574965599014,669,0.6731230286348047,0.9310928993858154,0.9190234287529809,1,8,10.352712724920293,0
NUS Singapore,Michael Miller,Robotics Engineering,2021-04-17,2024-05-29,b2629eee149dc3064da6c5986af34a54eb69393f201f468dce36b364e822cf15,0.8382296400818133,1719,0.9210890608765155,0.9482955417819472,0.7004608896818056,1,9,56.1156804934569,0
CompTIA,William Rodriguez,Network Engineering,2022-12-07,2026-02-13,5681e036582c9ec6bd01ead7cde30cf133f57ce749d18b57e10720295cd57c63,0.8035023048924099,1120,0.5189488701845315,0.9697677782737026,0.8947444262527483,1,7,12.953359137394497,0
Cambridge University,John Jones,IoT Development,2025-10-25,2027-11-28,09d0f6aee7788ed603251a0546d506cd692ce24407201cb317deececc150983c,0.7448022603177697,67,0.8700167759801052,0.945474371316473,0.9471131177055137,1,5,26.774635097752448,0
Johns Hopkins University,John Smith,IoT Development,2020-11-09,2025-05-08,2b6ab724e03c8718e1f829d223923ab5d2426012bddfeace3e7d56c1c281bf96,0.7448711355307716,1878,0.7483054593752702,0.9211877261647786,0.8884222473712199,1,7,6.534018224317858,0
Cisco,William Miller,Quantum Computing Basics,2023-03-11,2025-09-08,fa922f9263098e3b1fcca009a854ebee08ee7bcf1bdb1ebcadc256afdb1864ee,0.7887513903720685,1026,0.7442509534625052,0.886659881686947,0.9587167935437869,1,6,14.569757444236211,0
Columbia University,Thomas Miller,Quantum Computing Basics,2022-07-02,2023-12-04,f3073053747273d466a1dd0a1e5838d4c30203362e73f90f43a5feed7ccaa0fc,0.8274293400953202,1278,0.7348935050568426,0.9194459647134297,0.9426337858577504,1,7,13.331033961887721,0
Oracle,John Garcia,Mobile App Development,2024-04-01,2028-01-13,4cb9069941297591f85c33fae1172f064462c3f5686bc296a5ad0a6f38f9ebc3,0.8561956518162783,639,0.9294628106230591,0.8555730982254899,0.8978309045690103,1,8,9.60562795634441,0
Columbia University,Linda Williams,Big Data Analytics,2020-05-25,2022-08-10,2f827fa1b849eac128579f5cf92a17d1063f7354bbebb5d62b2e9e0d73e5a7a6,0.6953501310800273,2046,0.8515756688722076,0.8376498471636831,0.8382792784773856,1,7,32.297142328349544,0
Stanford University,Robert Smith,Quantum Computing Basics,2020-06-25,2023-10-20,5542608ba424e952e274f21199fd6761c9ad6fb033f3d9ab5f5c82e436db0a5c,0.6027850782530535,2015,0.895713299418368,0.915343067823328,0.9261294792297458,0,9,12.161673971508968,0
Microsoft,Arun Wang,Network Engineering,2024-03-08,2026-02-02,6627cc6259fed97adcb972e346684cd84e4a6462b9bf3f8fc2ded0ccea0b72ad,0.8844305987528966,663,0.8719023582076247,,0.9544540366317713,1,6,81.69292037670296,0
ETH Zurich,Mary White,Natural Language Processing,2022-06-09,2025-05-27,f5ed0f7d1527c255b0142ec4bf42c09ff2731fc93f1ba7bbc47cfc2d35064fed,0.8491025694482942,1301,0.9119607833857054,0.9646277430580673,0.9181381378701338,1,8,15.192807518582141,0
IIT Delhi,Priya Williams,Big Data Analytics,2022-07-01,2026-11-18,20b4b31f3591a9efa8c2a2969dfac361f05634944dd4fb61ea5f016ddddae0f4,0.8755047410700318,1279,0.8389022530365385,0.9169008045827389,0.8367100677015884,1,4,20.421185826175492,0
Cambridge University,Fatima Kumar,Cybersecurity Analyst,2023-03-06,2026-09-17,6d9075edd1e7b5025230257ef569a0a5e81f821b7e2b9ee830d73079a8fdc96f,0.8845596282151598,1031,0.5015832195508468,0.9268337709756493,0.872811870498975,1,7,17.25634039295872,0
Columbia University,Richard Miller,Software Testing,2024-01-15,2025-09-05,33f54a2d481fc40ad83a1da55af171a4c9fa20c0e56e41909ea131c96d9280ab,0.6425745849253537,716,0.6595588180867158,0.8397929703906915,0.8113652024347804,0,6,32.56476530513068,0
Udemy,William Davis,Digital Marketing,2025-06-11,2027-11-23,7c82602a60c403657ffc96ef3eeb0edce20abb1c9c24782d263e96f7d6e0b7e8,0.9197896400967326,203,0.8380065836843216,0.9095948768766016,0.9606511956070868,1,5,6.701504870942097,0
Microsoft,Richard Hassan,Data Science Professional,2021-03-24,2026-02-04,b51e5a09e7ec97471109000228ad7a9c47bea1731fecc91a8a8d71a8e4bb651c,0.9466236283461665,1743,0.9469500940605681,0.9288402098950885,0.9312321465482566,1,8,4.8932563705682695,0
edX,Pierre Garcia,DevOps Engineering,2020-01-18,2024-11-23,3a74009e23831e3729f62e27be65466cce221b9d2adae19d21e6f63be5ccaf56,0.8002535279604286,2174,0.9548011310122175,0.965281159247332,0.732089988555197,1,3,23.31668441290194,0
NUS Singapore,Joseph Hassan,Robotics Engineering,2021-08-03,2022-12-12,42e209ddfed82b7a077c371a716ed3d77158647e5b31203a853d86e5c5e7a7d1,0.9778544554221663,1611,0.8250936934914335,0.8824748034776257,0.8324048416428023,1,9,53.991116875190606,0
Harvard University,Thomas Anderson,Blockchain Development,2022-02-02,2025-07-31,7e78f6d23f94dbc0fa52873c4403862ce422179958d9554005c4cb5ef66a7820,0.8410632151169792,1428,0.9095713486158838,0.9083085223073781,0.8252033524275882,1,6,2.069585077160569,0
edX,Elizabeth Thomas,Software Testing,2022-08-06,2024-08-27,58d3da6c38ae115526ce81af2ca3f217970a0837d9790a872ebe2b68f83a12e4,0.548863763939445,1243,0.9570633020166958,0.9274044649014602,0.5926435250449752,1,7,0.9782488579964007,0
Yale University,Michael Tanaka,Computer Vision,2022-11-28,2025-05-21,765a5a0693cc0a0d4d3f4bf28c25cd7a62e485af0922fec914f4cb9c2505021f,0.8438378396101504,1129,0.8864584133597648,0.915002698238635,0.8112930117401468,1,7,51.69585261839641,0
Cisco,Mohammed Chen,Data Science Professional,2022-04-05,2023-06-04,1ffe55ce6a0fad3ee63ef39dc504b6733512e163150dc9eef1fa2658ecbb9493,0.9051274683558109,1366,0.8102862612631276,0.8390122869800462,0.8958963508214425,1,8,4.644711440868084,0
Microsoft,Yuki Jones,Network Engineering,2023-12-13,2027-11-06,5b8c8987dd68e04cf9941574259c453859df274a6869fe2fec126a10580a4b50,0.8210924610906054,749,0.9823967157936453,,0.6954871503301827,0,6,24.96326651961919,0
Stanford University,Sophie White,UI/UX Design,2025-08-12,2029-12-25,1e7618096c36ff0aaf50596a396c4128fa4609fc8f6e0375bbd189034399ce72,0.8977717114045008,141,0.904006528740797,0.89898914823409,0.9199986287154154,1,7,7.988115877552954,0
Coursera,Sophie Smith,UI/UX Design,2025-01-30,2026-09-04,16d1307ae8bf151429c2b0608feb9e8fd2599dfeed90f109675e9e89d1283955,0.8317740969361491,335,0.8194534321525083,0.9659647476350082,0.9007595507204288,1,4,6.5566638394669505,0
Yale University,Michael Thompson,Business Analytics,2021-05-11,2025-10-20,006cde6e12de7d42f2072ed74166c1cae54b101a044710d0625db9220b71fd04,0.6423158901529709,1695,0.9436391186425767,0.944137988372247,0.9286505603528813,1,5,0.43849770337315336,0
IIT Delhi,Jennifer Martinez,Project Management Professional,2021-05-21,2024-12-01,8af5126414cd70d64b09302567aa26de17fafb9b0b260aeb7aa8edcb6c2d81a1,0.665481027607244,1685,0.8582788198783659,0.9550743245462147,0.9549536998741753,1,6,17.843447891080586,0
Udemy,Barbara Rossi,Big Data Analytics,2024-02-23,2029-02-09,314265bf40dcf6aacb538877ab035dd4f0e47643898a42d5591278b522b82b59,0.45681628390545265,677,0.8166720582016476,0.8891819233579081,0.8440451598075012,1,6,23.272862792746256,0
Columbia University,Arun Brown,Agile Methodology,2025-07-03,2029-06-30,145f3e6d7e8ec1e6248ebe834de7a4b055857bc951c6298c383a4aa18018d392,0.8801008916540756,181,0.9803722356941922,0.8935473661326853,0.753700217366472,0,4,7.659038254226469,0
Stanford University,Michael Patel,AI & Deep Learning,2023-12-29,2028-03-28,c8304ad7f8f8a7e6e688cb4dd82dd4d9052522c524214cde75f7354d6bc12979,0.8792872230538472,733,0.9171276931557123,0.9430376483707851,0.8315066556294936,1,6,57.246518597822,0
Coursera,Richard Smith,Agile Methodology,2024-05-23,2025-09-07,a0d69898840cd6a9c9320dd872a45bebe45b64bd978254a4698faf02d4a9a3f7,0.878341904955331,587,0.9263233580908861,,0.9023385231356176,1,3,7.84063216271962,0
MIT,Linda Rossi,Software Testing,2025-08-22,2027-06-20,faaf59e6b536b43a2fd6359074b307982a6efc093766b51d78688b7149ff3b6d,0.8247779369987387,131,0.7588562106186837,0.8514851975415522,0.7936968473491482,1,5,63.982582978438856,0
University of Oxford,Elizabeth Santos,Business Analytics,2021-08-23,2023-06-30,74c82f37de273f870266d796f4ac5762d68c89427a06bbd73c20220fe68057cd,0.9209724916709583,1591,0.5282807360307913,0.9620441495549654,0.8212393151983675,1,4,26.367889357441584,0
NUS Singapore,Sarah Williams,Project Management Professional,2020-01-14,2021-09-19,36db0c862cb1ecff95ba2e116da3b0d426bccf027164c6436c1740b137dd6d03,0.8498857512947386,2178,0.9538460758729715,0.9676965646600553,0.7624978618248164,1,5,59.23507052476956,0
Columbia University,Joseph Davis,Natural Language Processing,2023-01-05,2024-04-08,2362ffc9ddb03dbf88caa46a6415c6228d4b453686092ad11f9d15a6c7c893cd,0.4346,1091,0.3044,0.6704,0.1648,0,1,232.6,1
Yale University,Sophie Miller,Mobile App Development,2025-06-03,2029-03-18,dbc7ec60170bbc87917e4b16f23f11c9854569ab70aafcf6dd2bce44a2cceb25,0.851429585090729,211,0.526310012799294,0.8200697304228912,0.9416114725412378,1,5,40.549007709749176,0
Oracle,Richard Thomas,Computer Vision,2022-09-17,2025-12-22,70e593c64447c58fc517b22639510c2ed22ffa4d653149f63970e82f1dee88a0,0.6174896479094856,1201,0.7768688222263015,1.0,0.6794146762956637,1,8,56.57372769416299,0
PMI,Wei Santos,Machine Learning Fundamentals,2025-05-29,2026-12-30,b74bf3394a2d028fc4bb48b3aaaaf318f3da89a0cff103b12e50b9d69b54a8fd,0.6799750083037855,216,0.845013878124493,0.8513151085968645,0.9772929985522755,1,5,12.48999567281074,0
Google,Mohammed Miller,Data Science Professional,2022-05-28,2025-01-24,7f952fecd8aafa86b39deecb0e5306e3ce8f30f284bb99940dc4ad9ab82520b6,0.8362054956440642,1313,0.990100783935081,0.9619292687033875,0.9766126568670345,1,5,11.672546725716051,0
TU Munich,Mohammed Martinez,Project Management Professional,2022-04-18,2023-05-31,98d1c3093c6ccaecf4724b53260406e2d4c9dd32054e5af9ba429c7cf57e28b4,0.8663054994358431,1353,0.8365706701176874,0.9299079147003796,0.7647913462545386,1,5,8.100196847471722,0
Udemy,Carlos Harris,Cybersecurity Analyst,2025-11-23,2029-07-13,cbc3bee5072b9aeea907abd2ba8375738c4662194a13438740595339ace16391,0.797880728291643,38,0.9521556982068161,0.9482503459013336,,1,5,42.59492715267075,0
CompTIA,Thomas Miller,DevOps Engineering,2023-03-30,2025-03-09,d94ebd14957a74baf4b0afb46715ef85f14c6aa1888d4f4668f445b3d7b14a01,0.8052116476794252,1007,0.9550984119292851,0.8810509174228573,0.9105797561399939,1,11,31.054738511736,0
InstaDegree Corp,James Santos,Full Stack Development,2020-04-15,2021-01-17,7e293293d3168c30275576d22e9110f71cdde7cff98a2e4371f3a79f653db9ec,0.0422,2086,0.2017,0.8168,0.1443,0,0,37.48,1
FakeUniversity123,Jessica Jones,AI & Deep Learning,2024-04-06,2029-03-22,a63a74762e87605bbe57903d03e3e6492f510e53458dd1e10f3d961597447025,0.0161,634,0.1219,0.783,0.4295,0,0,11.84,1
Johns Hopkins University,Thomas Johnson,Database Administration,2021-11-04,2026-04-19,133074c27e85b164263e75eacc344c437d6cef198dd6967a95c3885272a28cd8,0.7892785730160703,1518,0.9596019532615303,0.9894987351040729,0.9219534012068427,1,4,14.97804755408706,0
ETH Zurich,Christopher Thompson,Big Data Analytics,2020-09-04,2024-05-17,beaf0a3c51104e969b2b79c277e01901af36a060ce4bfa7bf43f18dd18129c13,0.5543865447671119,1944,0.8451671614199956,0.9476813924869616,0.9573515205824825,1,7,18.6137187935189,0
University of Toronto,Barbara Santos,UI/UX Design,2025-04-13,2027-09-11,30e7275c4348e4d4ce615b90cd6d739824d47d54a39c95819c3c5d06744e7b97,0.6312520832822042,262,0.36743606783053917,1.0,0.6982221915402448,1,9,4.342362238348447,0
Stanford University,Susan Tanaka,Natural Language Processing,2025-07-15,2029-03-08,27eb06b4c84ff0f9b12b5bec7ef87b6e6d475503503c97f2d5e5217c33068793,0.8615975243392286,169,0.9387322854897255,0.9227258287056129,0.654162351110978,1,5,43.98997225491588,0
Udemy,David Martin,Machine Learning Fundamentals,2025-12-26,2027-10-16,07add76f1c936313a0fe72ac90886fdd25599208a818d1b8e23d1f063e29cf94,0.6462061275053451,5,0.9352256155481168,0.9101287219681027,0.8393494087298381,1,10,17.44929520438707,0
IIT Delhi,Priya Jones,Quantum Computing Basics,2021-03-24,2024-12-24,8a52e7d765e104bed0e91fb9e23388926c1f3dba9deda92c9f1afa585e44febf,0.749974296286599,1743,0.716383545760481,0.9347783241153808,0.6508759013990858,1,7,22.862190878769958,0
Salesforce,Linda Taylor,Software Testing,2025-12-11,2027-04-27,a66908de18bc154818167992d9d7a8dabc8cf9984feaa650805a87378b20fdf5,0.8264023954827793,20,0.8333574664743197,0.8333458397707475,0.9736839457194439,1,8,13.46024095083342,0
Harvard University,David Brown,Mobile App Development,2020-12-09,2024-11-30,38f4b7b84baa637d94a2b9854712f60d6cb0d2b75455ada59fc26614edd5272e,0.7983286704251044,1848,0.8818214982452578,0.8938948815620075,0.732022847710208,1,4,33.15824230763178,0
Cambridge University,Wei Rodriguez,DevOps Engineering,2021-06-02,2025-03-26,17c0fa5df6ff91ea6d783cf9e9bf9996561074125219555410bece25ed7101a5,0.8880593886747481,1673,0.9868712256845736,0.8413755237926334,0.9486551578925719,1,3,11.428699856701291,0
DiplomaMill Online,Karen Thompson,Data Engineering,2026-03-07,2030-09-01,d98c35b24c7817ca68ea5dd9e89c982b36f1aec77ff5c85741d053dda7ab612f,0.1206,-66,0.0528,0.4781,0.4176,0,0,21.06,1
NUS Singapore,Carlos Smith,Natural Language Processing,2021-08-15,2024-04-15,fbf01b398d819277c705ce199aa99a7a52ae19515433614dc1cfba6e89cc82f6,0.9565199367911461,1599,0.8577639114475274,0.9425471802049377,0.6783995419562427,1,9,0.8414383073499262,0
CompTIA,Richard Rossi,Robotics Engineering,2020-08-16,2022-12-04,9475f4c39372fb79d14b15e891d7e14a48f89961bed4a13b0285e21a82f50c74,0.8974623598242838,1963,0.40633741631973763,0.8839489544308271,0.9781440518638862,1,4,2.5284354502113935,0
TU Munich,Priya Wang,Natural Language Processing,2025-02-09,2028-10-07,8aea96e2eeb850896d86f4ca57ae0b3dca23b1cfd8eb38fc2dca8ca531ddc642,0.8261230308734085,325,0.9278970192743912,1.0,0.9223948680385405,1,5,5.587598186787175,0
PMI,Sarah Davis,IoT Development,2025-02-03,2028-06-21,0d1206ae97d707470473e6d931f309faa187a8ae93254a7f82aa72b3d00cdfc4,0.826135166399772,331,0.9037547711084019,0.9491168297996425,0.8918469469439811,1,6,10.1830239956898,0
ETH Zurich,Sophie Patel,Big Data Analytics,2025-05-26,2030-03-30,b3900bbc349728cb937e64fa2addc424394c7ba85c5653d0b1a0aee7a1b56b12,0.9283477456107514,219,0.5562421509490381,0.932106948581561,0.8795299998176412,1,4,54.91101801429548,0
MIT,Karen Thomas,Cloud Architecture,2025-06-01,2027-07-03,f6f16466af69258cdfdd3b6a186b9ff7d3f6cb2cd5f4782051dbe48550fddfbc,0.8496739804149622,213,0.9206479692094593,0.9830437890840698,0.8818397719195116,1,10,2.1188949498409717,0
University of Oxford,James Santos,Network Engineering,2020-01-24,2022-03-30,2ceec93c1dcad785231bddab934832366c761f33bcfe22ebff63df388caaf838,0.821021116520744,2168,0.8352970508345209,0.8608236077031179,0.836562236219051,1,4,0.09863553936955022,0
PMI,Jessica Williams,Natural Language Processing,2022-04-16,2026-11-05,903604a8a98497444789f97d060e9bac09882f70fa54c0ae69462475767ece25,0.49345428335777825,1355,0.8095390680758638,0.9164901466324906,,1,5,10.764565384879221,0
Columbia University,Arun Williams,Quantum Computing Basics,2020-07-08,2025-02-13,88712e5a6ae1cf8e23f395b5dff390150e27ab18f6896938d02c1156d99dce68,0.8863756837556743,2002,0.9378861995379257,0.9335954372707606,0.9438912882885166,1,5,37.05706603117813,0
Yale University,Christopher Patel,Software Testing,2022-04-03,2023-06-23,cb159b89de8cbe845619da7b77784098c4dd47d82e99e208c8085320d90be2b7,0.848987945355727,1368,0.7675319116402006,1.0,0.8191870942517184,1,5,21.791984925192942,0
NUS Singapore,William Rossi,Business Analytics,2023-01-27,2026-09-29,2be69328422c25eb33697f9ece5f460870a1de71de03aa340a81f524a5b6bce8,0.9331221853632258,1069,0.6977472159571726,1.0,,1,5,21.049959121336933,0
Yale University,Barbara Dubois,Blockchain Development,2020-08-11,2024-04-21,140b24578fe4db8159f7d0af2a40f85cec8714ab0782f6f7e17a6bcd03ea7188,0.8902406833230562,1968,0.8199953729334575,0.9034850820199252,0.8458655156398952,1,5,57.97659409375585,0
Oracle,Elizabeth Mueller,Computer Vision,2025-07-19,2029-12-16,a9385616474279f8bcbd027ebb3614ee847c8a83760da3974a7be977f5997b2f,0.6725171364751679,165,0.6814118847737826,0.8659509425813763,0.911539303865726,1,2,9.522134104849828,0
FakeUniversity123,Christopher Jackson,Quantum Computing Basics,2022-08-01,2022-10-14,70e3f516,0.1837,1248,0.1602,0.5408,0.338,0,0,23.57,1
University of Toronto,Linda Smith,IoT Development,2025-11-03,2030-05-20,34875eff37b42cbd019be58ee9370a7185337e0929fe1358d55d695af99b0792,0.9025304886017925,58,0.7847701452357048,0.8392167537416642,0.911906316860192,1,4,16.15313251533658,0
Johns Hopkins University,Joseph Harris,Cybersecurity Analyst,2023-03-05,2027-07-11,38a6a01c4bc0238acff5fe0db9066c91a46a4dbaa8da7409bafed5672f69f7ff,0.8438479509345794,1032,0.7704509560518008,0.8839680164084025,0.8718111250645585,1,9,6.77895762695378,0
NUS Singapore,Karen Davis,Mobile App Development,2023-05-20,2027-08-18,bf0dd94ac5dd1ee1422347440f17a016ad947870ca895b24fde186844d83b8c8,0.9109041176875788,956,0.8282290220632558,0.8751894985611494,0.7793940612568124,1,7,4.067602755393855,0
Stanford University,Ana Miller,Database Administration,2025-07-16,2027-06-12,3dd62b2013c277ed2e864e4391bc81f4b3f7dcb1b10252da427af208a3839d6e,0.9738785274064585,168,0.8179905464684109,0.9249258927316479,0.9181740005862642,1,8,27.694723836513184,0
CertForge Academy,Fatima Anderson,Agile Methodology,2026-04-27,2030-09-14,8f37dbef181ae675da0ba5bdd925de5dcfdb0952c09c26f80a6e79098e76f68a,0.2267,-117,0.0973,0.5605,0.3721,1,1,120.5,1
Johns Hopkins University,Ana Williams,Data Science Professional,2023-01-13,2026-06-29,33306d77b15a73b5c08d710aa25b5dbeb2a7fbd528dfebfe56c4f57c8520dae5,0.9239961010938995,1083,0.9610946252728356,0.912234558002838,0.8414966707467384,1,5,116.88124290295087,0
Microsoft,Wei Santos,AI & Deep Learning,2020-09-15,2021-10-03,5314fb1b8f2137423f4cb394759ba9e109728faeb7fc57d5d685b2311eb026f7,0.8347677222920784,1933,0.985374822357193,0.849933565523453,0.949382322561036,1,8,27.826681727790078,0
Udemy,Arun Garcia,Natural Language Processing,2025-01-30,2026-12-25,c6b90f053c5e49f956f87da53d013db2c74908aaa7a11d84b29a5a091f60a0b2,0.8844988103681737,335,0.9885116243571035,,0.8328241481686314,1,8,12.786256327867928,0
Adobe,Sarah Mueller,Quantum Computing Basics,2024-03-12,2025-03-09,b934a68051c72c526873e4ad580265496f05aab9a2ea27aad71ba69a4dfa6221,0.1022,659,0.3979,0.7626,0.1051,0,0,107.74,1
Adobe,Richard Chen,Blockchain Development,2025-03-29,2029-01-12,022f125ab4d59b65a1620c4834616b4e7117086a4125b705d4650bb0d52ff05b,0.8808787377946096,277,0.8057139092450194,0.9223617296685588,0.9763888174632095,1,10,20.5857516022053,0
Salesforce,Thomas Anderson,Data Science Professional,2025-02-05,2027-02-18,78d0440837e1d4687be9e1b8deb2cadcaef285eab12bfff0ebb5f6d02eb7606d,0.5945772859329607,329,0.7025875961261446,0.8758480411405911,0.6833155126812741,1,3,94.04039987506417,0
NUS Singapore,Jessica Martin,Mobile App Development,2025-06-18,2029-02-28,c94bd5666eac43eb3150c3e1cf2839653ac704bb1bc13102e4159fa40904fe73,0.9024394961288162,196,0.7994888120993967,0.8091819737464159,0.8406654955630428,1,5,13.064579652977468,0
FakeUniversity123,Michael Martinez,Machine Learning Fundamentals,2020-05-18,2024-01-26,c608ea4d5dc9cb30327d32f74,0.0309,2053,0.1613,0.5121,0.189,0,0,19.53,1
TU Munich,Sarah Kumar,Agile Methodology,2021-02-08,2022-06-30,303621894fc6cb79469b6eb96b35f21480c8a6f06eb1bdd331cc522dec22270b,0.7747337638732806,1787,0.7810163367495351,0.9291049326275751,0.946511207116064,1,10,4.007384908455303,0
PMI,Yuki White,Cybersecurity Analyst,2021-04-06,2025-06-09,6d37b01733bdc595a0be95184f58eda7bc7c1bb4e5e2a895194799636990e36c,0.46762204166788635,1730,0.9190004479445965,0.9156479899681437,0.8825707885180997,1,9,39.1443865766122,0
Oracle,Fatima Davis,Machine Learning Fundamentals,2023-11-13,2027-05-26,c5ffcc2cb5a4876b762c76eb62a2b525e61b78dc42959e27b0c744cb38aa1ebd,0.7998196181617728,779,0.8843480979531066,0.962511652591851,0.8598394991065439,1,8,21.09250936071825,0
Harvard University,Pierre Miller,AI & Deep Learning,2021-08-22,2026-05-17,4561f9b3bb0a840d0e74f31579617206e271f2eebedf07f1f1cc352d2519cedd,0.6729429640908645,1592,0.8701933664597067,0.8812436414075261,0.6678135889370947,1,9,54.43796044492233,0
Udemy,Carlos Anderson,Data Science Professional,2025-12-21,2027-04-21,696106c4c84a1778cdfbf0f8b3344681a7bb92fad597eacd6054aba3f7a16a5f,0.6967629243396464,10,0.7495756807468107,0.8868055247193417,0.7519910221365941,1,4,111.26083240179685,0
Cisco,Thomas Kumar,Quantum Computing Basics,2025-08-26,2026-09-29,09ce8a039a282b2a6fdbc5dccb84901121d4e444d1b7245c5f1d64ed66bf8f30,0.7606219911989182,127,0.9132966498024258,0.9638775660695782,0.9430513837697408,1,3,2.080903270610887,0
Google,Yuki Williams,Agile Methodology,2023-11-09,2028-09-28,601400012c54a8769c41d040c5f43dd8a4612619df9c0ce691740ccf37493c83,0.8629729958148323,783,0.7823766493841996,0.947713982101937,0.8684927991622478,1,8,38.29046394270457,0
Cisco,Ana Martinez,Software Testing,2025-10-16,2028-01-01,dbf0299dd752b3713af658e72dae6caa831ef099128298a71f5081b169856a66,0.9566396556104751,76,0.9271118036377893,1.0,0.9662023169647821,1,3,47.721825785486814,0
Yale University,William Brown,Cybersecurity Analyst,2020-10-09,2025-03-19,5628933a7f25d5f7fb346ca7b7ab6f980d1a331bdaa689f81a9508ae08220556,0.8941868588338963,1909,0.9544560980477915,0.9342538905198762,0.9356128694529042,1,6,57.970131795306926,0
Cambridge University,Yuki Garcia,Machine Learning Fundamentals,2020-02-18,2023-01-18,4d59596d6be6b80677ab7f1bf8c936134f61004d24ab2fb116317d3a051519c6,0.926887717975077,2143,0.8300937246065666,0.932408173771446,0.976170486142926,1,5,17.851039289344673,0
University of Oxford,Pierre Brown,Natural Language Processing,2026-03-28,2026-08-30,4840aaf9a118dc55389a59067686b5fe8be225c22588f42efd39359f922048bc,0.5065,-87,0.3154,0.5838,0.3751,0,3,17.35,1
NUS Singapore,Ana Jackson,Blockchain Development,2025-08-21,2027-08-12,e870ae0155574d5cecba5a47ddc0b997967ff43ee69771072b263c6c413ddc1c,0.9030538537838714,132,0.8589433009912639,0.9098369956185453,0.8076868771451245,1,8,32.339536077587056,0
University of Toronto,Karen Kim,Software Testing,2025-02-26,2028-03-25,6d3c9ed232d477e1d8c971a71dc63c85791df7a2b70c8f2299fbca6286c66610,0.9015123769050205,308,0.9936766209835122,0.9026273834826314,0.9864914746763545,1,4,48.94029939416639,0
NUS Singapore,Richard Patel,Computer Vision,2024-04-16,2026-03-24,5df87c893827e9b575fdb9b2663c64eb214ba29db1b0797a4b3caa8dab546f77,0.8354881606851333,624,0.4740582673639658,0.9996178681381078,0.9622503702848955,1,4,29.03395707160704,0
PMI,Robert Santos,AI & Deep Learning,2020-12-12,2025-06-27,b9828354c2508738e6db9fa03ead24ecb44f4e32e78514f96b3a99f22114c9c6,0.7243662397218548,1845,0.9667911097332277,0.9148957176890388,0.9357294441585582,1,6,15.828641037631689,0
NUS Singapore,James Chen,Cloud Architecture,2025-04-03,2029-11-14,405120cff29bcb9999b6dd643bf415f5acaab66f89062d8e1348759c233a0c6c,0.818990025248967,272,0.8018587197621827,0.9282148026398261,0.5894003360511498,1,8,49.16674411897168,0
University of Oxford,Sophie Thompson,Natural Language Processing,2024-07-02,2028-06-20,97c703af52a6df8b28c05062dc8c2e67f84f52156f55235a7cd7cfffedc04f9f,0.6065762065286026,547,0.8885061941284377,0.859116291460172,0.9074129555039272,1,8,79.74470616125211,0
Harvard University,Priya Martinez,Project Management Professional,2025-03-17,2028-07-24,857810bf6cfc3526d8402eb5dc45febefc113cfdcb3a09e66d2043eb85b7c88e,0.6135797521938695,289,0.7390952752821264,0.8516294544275245,0.6810059277483755,1,5,16.356899677101502,0
IIT Delhi,Sophie Thompson,Computer Vision,2020-06-15,2023-04-08,01a936b032cee2bc9b2d1c82952451011649765415cf18d5dcbba860a053f0cf,0.831978435028117,2025,0.8326346798502103,1.0,0.8847123579996894,0,7,59.87417899120393,0
University of Oxford,Ana Rodriguez,Network Engineering,2024-06-19,2026-05-16,612cf73aa43b963d5f82b77ab8847dbbe22796996af97cfb03ef09b6bd1ad6f5,0.8919496372647575,560,0.6444037024602682,0.8934962425715086,0.7747519365596011,1,5,28.092947571691152,0
edX,Karen Mueller,Network Engineering,2024-06-06,2027-12-13,c0ddd2a809e2f33ebc920b999fb6da1a8a10cac7d0a1ea52aa5a38212005f1bf,0.9038974679668326,573,0.9462504454894287,0.9131111513540948,0.8168348848013917,1,6,19.690381704827015,0
University of Toronto,John Smith,Digital Marketing,2023-01-12,2024-08-06,1faf8863a0250ddf05ce4d1fe359f7c88c6897ebc730affac14a14d59a6fb55d,0.8502502366109266,1084,0.7582008086029051,0.9251194255511642,0.9249974980961785,1,6,3.6511798115393157,0
University of Toronto,Yuki Ali,Network Engineering,2023-01-30,2024-08-02,e47232f1a51ebadc2f31b30e772c9fa1e319587f84fdf1df824f4f8dee043e83,0.9747995034601782,1066,0.9333016006918317,0.8615289609875952,0.8882084418363634,1,5,15.100126440609232,0
Cambridge University,Karen Miller,Natural Language Processing,2020-05-01,2022-06-11,0f51c6db1a2e623804ef9beca7552ce8e78276c9c55242e7c2d5ce48012fd47d,0.8929133024205197,2070,0.7115001597607699,0.8774820097107062,0.9523429891257927,1,5,139.09047887922935,0
Stanford University,Barbara Tanaka,Database Administration,2023-07-24,2025-02-10,a58c286e74b2ec6f5b1f8c2ec64e9b12cefabaab1208d7b3943d069e88d93a32,0.8478178092457713,891,0.868213285255639,0.9529075191591709,0.9110932023581384,1,7,20.470728535843183,0
Johns Hopkins University,David Wang,AI & Deep Learning,2021-01-08,2025-08-28,9142fc49587c495bf16330f38298132f0c448943105d6f274c75d5d216a95e4c,0.9320103629698797,1818,0.8557998838266195,0.9203133905118945,0.8139111172644746,1,6,3.142599190794044,0
University of Oxford,Robert Rodriguez,Quantum Computing Basics,2020-04-28,2023-04-15,b92cddb0584c31fb63351392c9392331b2fcbd1ce3f2590c571140da577b84c3,0.9968088261390478,2073,0.6533983444098254,1.0,0.8986855225154995,1,4,7.480122239583549,0
CompTIA,Mary Johnson,Database Administration,2021-07-25,2025-09-02,c0d4f8316499a384311a9ae56e6af3da7b98a9a53ff1f2af6c8b465eb3e2a9b1,0.0194,1620,0.2378,0.7721,0.0276,0,0,89.85,1
FakeUniversity123,Wei Dubois,UI/UX Design,2025-01-30,2025-09-11,8fce553dc065pb11327a613096d01c1f3480100935f176a00cfc6cc842a59ea3,0.0686,335,0.1145,0.6623,0.3181,0,0,38.22,1
NUS Singapore,Pierre Thompson,DevOps Engineering,2022-08-16,2025-10-05,6b3b0afe668649c925f0a91e0b61248a719f32f64906856b9bc59c7c0df5f77a,0.8510771407879159,1233,0.5254721742597549,1.0,0.9233372648745547,1,6,53.14972287237693,0
NUS Singapore,Sophie Rodriguez,Business Analytics,2024-07-26,2028-06-01,f6a6d16e75ba8100714381f813c7f2d3dc1f93cece1ac838c8cf7c9f3aefaf9f,0.6911011768315022,523,0.8591002726450154,0.9762139699512669,0.6233575857165737,1,3,2.7439097529830123,0
Coursera,Fatima Miller,UI/UX Design,2022-04-08,2025-06-20,aa2ed86a559dd1d53dfd3c22b2b5b131d77e6a6a81ab5be827032f162635999d,0.8156215161253324,1363,0.987245854979023,0.9773782944924126,0.8475145472128929,1,7,0.40847541049406927,0
Yale University,Joseph Wang,Big Data Analytics,2025-10-05,2028-07-05,b6f48504e31fc210477c3125aaf2330b03b275571acfc1cd078e3232f0c365aa,0.7790177067521522,87,0.9247082496734812,0.8853689494005914,0.8597030996559254,1,8,96.97682108510257,0
Cambridge University,John Mueller,Business Analytics,2025-01-28,2027-11-21,ce885c07863b6d43a2a49e5ff95b3ef8e0d5dff481e16dcdbbbab1a9b61e1ffe,0.8154259547938485,337,0.5557141559335318,0.8797556783114405,0.9093127965087718,1,3,5.680061297926355,0
IIT Delhi,Christopher Thompson,Robotics Engineering,2024-07-29,2025-11-08,e5ca72164e1ed84f4f2a1a9cc75f981df576aa1d9fce5306d343dfccfbc82179,0.8873533309784464,520,0.7435060003165146,0.8780559012247504,0.8399280997891903,1,8,36.20364592598979,0
NUS Singapore,Jessica Harris,IoT Development,2020-08-24,2022-05-09,bf962cca19c2db1890346a59ab0c17975bcbe4ba07de84d1ae8d759e77cb329a,0.9605320382507252,1955,0.8102587581211945,0.8982453022591101,0.9479130012103828,1,8,106.24034892465414,0
Google,Mohammed Martinez,Network Engineering,2020-11-22,2021-12-20,67d50f5304a56b823f1c5d70ba0dd0c62b6898895505de627dabb4c57df77508,0.5250795655548496,1865,0.9507069787418821,0.9516631950805955,0.7427493354146595,1,5,56.7262213354882,0
IBM,Thomas Davis,Mobile App Development,2023-12-10,2026-05-12,9a4dcdd40e025de46ed8fcc37e0da589f079540bbbededd6a1566f818884384e,0.8084044959996556,752,,0.9485852946518158,0.8388940523054299,1,3,65.29552411968632,0
University of Oxford,Fatima Martin,DevOps Engineering,2022-10-18,2024-11-30,7265a674320831283119be28dd63de5b9a54f98b1b967c8d63dc8992a70a6e6c,0.754775892734712,1170,0.6861402136699225,0.9295061487982718,0.972784070032771,1,7,26.24063023953802,0
Udemy,Yuki Wang,Natural Language Processing,2021-06-11,2023-06-14,4c83a6d7801a63de20c6e21449d4910295e55b423eacd9d7f99aa4eed7a2c1cb,0.9286295540055098,1664,0.8769258071927405,0.937306735434488,0.8875644762797958,1,4,50.687411709468705,0
Coursera,Sarah Taylor,Blockchain Development,2020-07-17,2022-06-03,7878e2cf5b64352302e24ae9f38492e09073b65d83fe4f3df459aa06d81da0c0,0.8146736610318565,1993,0.9187970537328194,0.9597580999669307,0.8808837740148232,1,2,13.16491618253973,0
Yale University,David Tanaka,DevOps Engineering,2021-05-10,2023-04-03,f3c4d9cfe81a6b948703912e2fee013611357dbe4054b841806f55c1ca084abd,0.8285189367432407,1696,0.9264588655061887,0.9042318275831646,0.8284503787624921,1,9,16.34171016621047,0
Microsoft,Robert Jones,Computer Vision,2022-06-07,2024-10-11,cd3096db3b8dc311ee5053e1558ddb24cb738698393d6a7c2a0fe2eef2ddc76d,0.8705641747202876,1303,0.7920527795806086,0.8580766782802544,0.7449105398106883,1,3,125.79769706909696,0
MIT,Yuki Jackson,Big Data Analytics,2023-01-20,2025-11-10,531028f0d6f06f40740218029e4b5f4c57e252a7de027877745aa3e1cb4de614,0.9685649854301344,1076,0.9335292522498677,0.8114808938864218,0.9712626005834096,1,13,15.940367440039884,0
IIT Delhi,Arun Ali,Cloud Architecture,2024-03-27,2027-10-25,43f2be3e1015f3ae5a9c0f6957eaf9536855370a0f385dfa2cb924e8fd8532c5,0.9843464727692284,644,0.9391056830799791,0.8834825592876082,0.841477802430527,1,12,19.80442911438175,0
University of Oxford,Carlos Martinez,Data Engineering,2024-06-11,2026-05-09,5787f5ec4af8a44d79e537c6901f826967aa28c922fc205da2ae8a75112b76dc,0.788661152816058,568,0.9566989514024281,0.9059921091748374,0.9787748537474009,1,5,4.425916558553126,0
Coursera,Elizabeth Johnson,Big Data Analytics,2021-02-23,2022-11-11,844773df2f7514ffeb27f9346d2d08e0520e9f31ca438240c4e885cfd96d9a97,0.9397478018927772,1772,0.8879061427229196,0.8920235831981905,0.7616820528842575,1,3,14.254389211548922,0
Microsoft,Patricia Rodriguez,Full Stack Development,2022-11-10,2024-01-14,a9e32f1fa50468fc26a35b64222645a2cb8444f733beec81347f00dbd4f0efae,0.7731828941724661,1147,0.5342654728462858,0.8576826437618693,0.9319159672281894,1,6,58.53882857042109,0
Udemy,James Martin,Robotics Engineering,2024-02-21,2028-03-28,43ed184cda3bd3da24417aeb67bfddfff47cd82833f4a3ffe1ccc5ae40155095,0.9442113622031352,679,0.8391642505482693,0.934316463046994,0.9401554792942265,1,5,40.09011288295862,0
Google,Barbara Jackson,Full Stack Development,2024-02-17,2026-04-14,5174545b7e3825965a8a3b8b3dec54186ef4f27eeecfe9dea6cabd5dc9418815,0.8167192691410055,683,0.6749114870734567,0.9131756463916901,0.7629610050933184,1,3,1.3466099518163293,0
Stanford University,Thomas Jackson,Agile Methodology,2022-02-12,2023-03-04,d4974723beea3348f1dc1393e1b5ec7cf684837d3ae7cf8c147a57c8aca03947,0.8539621485634937,1418,0.9226861284700906,0.95937943786884,0.7282154485631069,1,3,27.048798419100038,0
Salesforce,Arun Miller,Project Management Professional,2022-09-16,2025-11-21,9beb21b9211e2a07ef97fe2368c8d4b0e080efb4e200a6548d8e16f309c78aa4,0.7442378613080606,1202,0.833407734855911,0.9210777376080094,0.9405272059840778,1,6,5.946342714059268,0
Adobe,Karen Ali,Machine Learning Fundamentals,2024-01-08,2027-01-07,03390b9b544c2990a04d20122beb7e24486051c101f851ffa49d4a01d8f7f378,0.7278864077052608,723,0.6625135085257663,0.7917510651429106,0.9876707338539664,1,5,9.669256796806623,0
University of Toronto,Patricia Thomas,Cloud Architecture,2022-06-12,2024-08-19,64bb5156ecec40165bab87138bb1cdcc2e1fe61e53dfb90bce8c004d979b14b9,0.7975898094937536,1298,0.9681017386038502,0.9520629709836225,0.8486195619039284,1,10,13.111603033076124,0
DiplomaMill Online,Karen Jackson,UI/UX Design,2021-04-05,2023-12-07,13591bca1fffaefd78ca1e60a605523257189439ab47f017e12d6d8fa294cd45,0.0481,1731,0.3382,0.4985,0.1528,1,1,19.0,1
ETH Zurich,Sophie Rodriguez,Computer Vision,2020-11-23,2025-06-24,294fc2fee82793d5e93e70a36e36e9d067e268c64577ca015527d3267d08c57b,0.4934317606753511,1864,0.8326043982050851,0.8704897583672149,0.8364435150685244,1,7,13.207204710768458,0
University of Oxford,Mary Chen,UI/UX Design,2025-10-02,2027-03-28,8308623d3a1b4bf7717322f0ca2126b63d83951f77bdb8e5f07481a3d216c254,0.9287988766928126,90,0.9331066883258083,0.9282381582235278,0.7317179706191481,1,9,1.4402617912365432,0
IIT Delhi,Robert Miller,Network Engineering,2025-09-25,2029-12-03,54f8488c144961751fc76fe4eaf802abc3a8e33fb25d97be9405e268849dd349,0.455118327391631,97,0.7688726395753359,0.9754629312679476,0.6779761583733565,1,5,40.397290538156945,0
Columbia University,Arun Davis,Database Administration,2023-04-23,2023-09-25,6735bb3b32cc9e0fdfa3d38ef641f0601c3858c368404f862b8b5db6c82dcba3,0.004,983,0.3669,0.4561,0.3333,1,1,202.2,1
Stanford University,Richard Chen,Cloud Architecture,2024-09-13,2027-12-01,2cab43841176e83f6022636c8101f4238a977575397c18423cc44f00f1070661,0.8517612239209554,474,0.7326050982726591,0.9931639383106222,0.7433102857997996,1,5,50.31391636483878,0
edX,Sarah Garcia,Natural Language Processing,2021-07-19,2023-11-06,66acaca4a3319acbd863a258e84ce80d8bef96837a123c9be3551d3f34a78a35,0.6730246232256549,1626,0.6380037949619931,0.9246015370817735,0.9182374684366134,1,9,23.746457930961487,0
University of Oxford,Jessica Taylor,Data Engineering,2023-01-27,2025-12-26,99b50418e1ab7648981d739d7c9b79a39f7492b9eddd9888374c799b4503c21b,0.7969613142781043,1069,0.9212290461296794,0.9459869622682846,0.9456201769335877,0,7,106.29043123135112,0
PMI,Sophie Jones,Robotics Engineering,2022-08-31,2023-09-11,5e1dcdffd914abc09107ab90ad9b7e2d498f96dd286b406e0caa52686050df76,0.6223794101099949,1218,0.8422662479162557,1.0,0.7382299030020035,0,6,19.413418180230472,0
Cambridge University,Sophie Thompson,Data Science Professional,2023-04-30,2028-03-22,37c807623f0b124442fa99076d73857cc75a1803618e7c12ead7ac930966c717,0.6678645968744624,976,0.8484338802771489,0.9606243611485958,0.8265982064443759,1,1,9.083472967234211,0
Cambridge University,Karen Davis,UI/UX Design,2024-05-31,2026-06-15,f3c90a6e729c82b53e00686798cdfb78e16b650db16d9c05233b8d7944f45f81,0.8189324881883467,579,0.49065778180568675,0.9211343219242084,0.9279083835423653,1,9,22.85134181182387,0
CompTIA,Fatima Martinez,Robotics Engineering,2021-02-02,2024-02-14,6a325f86bafe3ee160efbada8c2d746ab918acea65fd8a826758b004e8153e48,0.9537308338490204,1793,0.9880685974837837,0.8443223572122514,0.9603206339144805,1,6,221.1177643970461,0
TU Munich,Carlos Davis,Robotics Engineering,2020-11-12,2022-02-20,40f5687870cdf17e692b35357f5300dcd7599d864a293697939fca4c1091494f,0.7937373196319777,1875,0.9428100714737926,0.9284385638200874,0.7002388957085136,1,7,34.80062964647606,0
edX,David Hassan,DevOps Engineering,2024-09-20,2029-08-27,cbc75c78d85e44206338fdcaa73db17c20d4b1957559ab248d73f30fda0fc745,0.4816577196684491,467,0.571081842776368,0.852837482709973,0.961936075235838,1,11,8.653351501393846,0
Yale University,Mohammed Harris,Quantum Computing Basics,2021-09-09,2024-10-26,9646fdfed8ce95863414788f2989d9ffc88da8ea2b2ea5aef45704c17d1e1b2f,0.32353150654348484,1574,0.9831110868449423,0.9036051244848156,0.892562576942991,1,5,8.952172322955137,0
AWS,Wei Garcia,Blockchain Development,2021-06-20,2025-01-23,d3e70021bdfc32596ade757060f49abb21afd9d28c8deaab5f2dd00dfb52d785,0.7298687387261729,1655,0.9714295997367562,0.9677534101823795,0.6795498903038407,1,4,59.06280693576535,0
Salesforce,Pierre Thompson,Robotics Engineering,2022-10-05,2027-02-02,65dd97a36a71bfd66ef1f5666865f7dabe2abf4dc1fe5471558ca608da283739,0.7695874940722779,1183,0.41981196801136617,0.8688448196792442,0.972689849021862,1,7,66.2447232734033,0
edX,Sarah Rodriguez,Big Data Analytics,2023-08-13,2024-11-10,75963bfc13908773c9a0438a9b030317f1688141028683f667c122cc61448aad,0.7487894582873202,871,0.9180393537857491,0.9362550093180111,0.8471939152548946,1,7,73.3768429110422,0
Yale University,Michael Patel,Business Analytics,2023-06-10,2025-04-26,b4798fa40074e7fa50eaeb8c03be51247580c9344cbbcbbcd79c02cab9689f97,0.9594242386721632,935,0.7508185653291781,0.996486737585944,0.7146137597154704,1,7,2.0300464907387012,0
IIT Delhi,Ana Brown,Digital Marketing,2020-06-09,2020-09-13,58602e201af5c468cd8c6d48fb1342541da8d8fb33632fdc8ebbb7de4f6a2c11,0.2553,2031,0.2014,0.6821,0.1062,0,0,132.35,1
ETH Zurich,Michael Smith,Full Stack Development,2022-11-14,2026-08-23,74baa71d744a522da9863af08da9abdf896a0296bbe4f92b4e68ae13551fcc7e,0.8947902533558298,1143,0.8932099422594428,0.997234815957629,0.6776120572982305,1,10,1.8045832879441936,0
ETH Zurich,Patricia Wang,DevOps Engineering,2025-07-27,2029-01-23,5c0ce6fab5dc5df2b28f15fcde4f34fe1378826b4212cd2fad311831d3fa3f87,0.664335232403002,157,0.887210434993923,0.9500017788254121,0.8522111983876467,1,6,78.1389671993598,0
Coursera,Linda Rodriguez,Blockchain Development,2024-03-13,2026-04-22,e6c78887600ff0ff149c5f519be29058efc3d664a18ca095c7e4871127cb2304,0.9467296434291758,658,0.8818483195245609,0.9322327663202098,0.8414939138201164,1,3,37.054924528291615,0
PMI,Robert Dubois,Cloud Architecture,2021-08-06,2025-10-27,44ac55e22bf947d7318f517b0cf3e4e2775acbde8f01af24b65f282e8eedc2a6,0.809142286350439,1608,0.571718700691067,0.9056748972682896,0.9718086982131673,1,6,121.1673182256716,0
ETH Zurich,William Martinez,Big Data Analytics,2023-07-27,2026-05-05,9e75b204f91c0fc76955ef0d2a668695f2dda045e2a17cf78d865fe8cd78a139,0.900867783920757,888,0.4526247707080736,0.9251260412165087,0.8897868167398839,1,3,86.47577553843678,0
edX,David Smith,Natural Language Processing,2020-01-24,2022-08-02,5fb58b6bee707f7c30a75d25b9dae14d2449d542973b30b29627c58d5a40be2c,0.6353588356120761,2168,0.9289202330759672,0.9526313878016427,0.7835117348688321,1,7,0.705749720773925,0
Microsoft,Mohammed Hassan,Software Testing,2020-03-13,2022-06-09,946b299b44131f7061aa2d77e931c241bfe7db9df4f2ba75edd20c23eec848cc,0.8953351475681757,2119,0.7668013293335745,0.902800276173572,0.6951834631154618,1,4,18.598164570233298,0
NUS Singapore,Karen Jones,Blockchain Development,2022-03-31,2024-01-17,8e022a4ab5a697d59e0331b717247be6f86b3372737928226cd9892692f5b295,0.9126125775371928,1371,0.8690809885731093,1.0,0.7396030772558831,1,10,19.325545782521587,0
Cisco,John Johnson,Big Data Analytics,2025-05-28,2030-04-03,4f3c9264d38f77d5d07bb4ef55058560fd9b1a12c02c6e99394cae79c7fd13cd,0.9610077135978541,217,0.7972466012681116,0.8623209048980258,0.9047566566199695,1,6,61.924141682212884,0
DiplomaMill Online,Sarah Martin,Network Engineering,2022-06-16,2023-02-18,d30f122833325f498bfb7b5b49d15c074474cbed3928cc8be7b5b0326fe647bd,0.1028,1294,0.0806,0.6944,0.0098,0,1,75.38,1
Yale University,Barbara Patel,Cloud Architecture,2023-08-27,2025-03-23,17a6bfc18202f6d84ceb6d38bad2ccfd5961e8499f35cd1c5e1ffe5c7f93cc93,0.8052216486797145,857,0.7450389180324151,1.0,0.8576042303653562,1,4,36.69399594070028,0
Udemy,Mohammed Santos,Big Data Analytics,2020-05-08,2022-12-24,6e94d1df2ad331a8497bbd3290e2b3cd858c18c019892dde676bcb06813b0cf6,0.8068664515647459,2063,0.7033744881196997,0.9051406997272834,0.8913405696091445,1,5,39.36002210645404,0
ETH Zurich,Sophie Chen,Data Science Professional,2021-10-02,2024-08-14,d87deda23b9dec85470b7ea66a4aa52e056775ad4474ef886572ee7cdb0c6c19,0.7185386353648058,1551,0.7718910620838221,,0.7438226964134496,1,8,103.97621826310153,0
PMI,Susan Rossi,Natural Language Processing,2020-08-23,2024-12-16,5aa0b06f44cd9bc6e7f2ecbf964845790449f61aa32cfdcd919de4b304a7ae19,0.8554813764901588,1956,0.7735503018648848,0.89383450854891,0.8811565513716437,1,6,52.379127916472285,0
CompTIA,Elizabeth Rossi,Digital Marketing,2025-11-23,2028-03-06,110f6527185cc8100e2558c6cdb5708695d53646269d253d7ea24c0d566adf7d,0.2133,38,0.6218,0.5552,0.2733,0,0,37.08,1
PMI,Mary Smith,Blockchain Development,2024-08-23,2026-01-13,d1d659d7ef8ea1314c4ee932668e24170697471dd93ad6d2e53fa07a33e50706,0.9251905833150551,495,0.9331798579854501,0.8696122138434761,0.9290558334730601,1,5,49.039370383986984,0
Cambridge University,Sophie Patel,Big Data Analytics,2020-11-12,2023-08-18,06afd3fe1989b3034d4dfaa23fcbcb46f4543222ca0e80aaef6dc7580a28ff21,0.7650938875092537,1875,0.913125813409339,0.8530453622833885,0.8459809170637554,1,7,11.089892697320863,0
Adobe,Fatima Jones,Full Stack Development,2021-12-01,2025-08-17,b2d478efd0367337d18c857dabfed3f269796f44975ecb83c57bc814041cd16e,0.8564549722069417,1491,0.9092957124329354,0.8726704620938518,0.8655968027208096,1,7,73.07126683685576,0
ETH Zurich,David Kim,Quantum Computing Basics,2021-07-13,2023-09-23,b0f8aed192120db41e9ca41a322d8c770f35ff86edef6e2d9a1977e6cc0675ff,0.6500879230997718,1632,0.8592341538271626,0.8278640234456206,0.8169135619027674,0,5,10.399980872286989,0
University of Toronto,David Wang,Mobile App Development,2021-06-21,2023-05-29,78d1903f57b81d43554263ea68cc51208c6a25e0434e86229025b1b3b71717ed,0.6792311014830266,1654,0.8245355442370589,0.8853454728532012,0.9296787465155945,1,3,29.4259351610314,0
Stanford University,Ana Kim,Natural Language Processing,2023-08-08,2028-07-25,8e14db404d89c59503cebdfcf6f6b70ea45d8b12c8b994a4ee383746401a138b,0.7757631498183692,876,0.9266850533116399,1.0,0.7967996935333164,1,5,5.534219345089231,0
Salesforce,Sophie Santos,Natural Language Processing,2022-04-07,2025-10-21,1de9e27fe1ec1e0fbfa6b491f23bf1989a174598f237d155451e4c89586d61e1,0.6360829735541296,1364,0.6961960381553906,0.9167689423103575,0.9357862521405199,1,9,29.263988174932226,0
Johns Hopkins University,Thomas Santos,IoT Development,2021-07-20,2022-07-22,d0182b62023eeafeaf549bef618751e84d5c5f3cbf5002c7bfea8890a1961999,0.9320760064270007,1625,0.9229810262770664,0.9121311010322062,0.6962624589955762,1,6,43.72428607008036,0
Harvard University,Sarah Mueller,Database Administration,2021-07-11,2022-08-09,6a30707566c3451acf41ee3a0ba8a7260a98f33ea0973702d2cb43ffea7de44f,0.7917121119779016,1634,0.6161035054896986,1.0,0.9377217587052525,1,4,36.448070591601194,0
QuickCert Ltd,Elizabeth Martin,Network Engineering,2026-11-15,2030-01-18,a7a105bf762359ead679e4e960929a63a0ab7ab45a4acba57774c3996dd8d04a,0.0477,-319,0.2287,0.6858,0.1916,1,0,222.27,1
TU Munich,Arun Rossi,Cloud Architecture,2022-10-07,2026-04-27,d3ad04446302569feb3a026cc90f480cfb72040ba911f99865ed3d1a86268958,0.7444066754600812,1181,0.8146230252301219,0.9637663098757719,0.9853832605223809,1,3,37.020231969917916,0
NUS Singapore,Mary Ali,Cloud Architecture,2024-12-11,2029-01-03,67fad2a681e8b662db8a69dcffe72c3147d9fe099d3068fe8ee0ee26878d55a4,0.5990403665032014,385,0.6621590773417192,0.8920226857355266,0.8399679583887756,1,6,9.131262291327465,0
Yale University,Yuki Jackson,UI/UX Design,2023-12-20,2025-12-19,edc8abc081ad487d2ef4d5f488cced75bdd26c9c8f553d0aeada3497426bd478,0.6332230766591451,742,0.9093336014163258,0.8945933849519654,0.9714275348094336,1,7,48.17992307317201,0
ETH Zurich,Jennifer Kim,Network Engineering,2024-09-11,2027-01-23,295edc017bd6328020d8be4276248c61cfedc346f8469762408e52e05ff96fcb,0.6508907754873811,476,0.9241995337445951,0.9111720407075083,0.8871664533526482,1,7,55.0963547871348,0
ETH Zurich,Mohammed Patel,Business Analytics,2024-11-13,2028-08-23,38adfd3195a7bce42b5c61ab86df946f666e19c66106fd7a45e146218875bd69,0.6883611574722259,413,0.913925215454563,0.8994086922840541,0.9287696092892753,1,4,27.441431673384855,0
MIT,Thomas White,IoT Development,2020-08-21,2024-09-04,f6a38da6ae8c20ffc0099ea6db83d928814dacc5ec2c7b2d7b0eb85510a5cf92,0.9315411780501902,1958,0.7783660709148438,0.9245935330548832,0.9102404886077285,1,4,3.1455879244137397,0
MIT,Joseph Kim,Network Engineering,2022-02-22,2023-11-27,2f8300301b42f2870312230de2e4dd4aec1dab2543d845002ceec6a7b8540efd,0.1278,1408,0.1985,0.7316,0.119,0,0,225.32,1
Cisco,Fatima Martinez,Blockchain Development,2024-04-02,2027-10-10,b1cd8bda45de7b6d29c1b1ef778c9ed7daf56ac7d97d682cc432a78b15e74a72,0.8716145708822898,638,0.9868527324859966,0.9440475702851098,0.9092786976279608,1,7,3.5923646301523653,0
Google,James Kim,Data Engineering,2024-10-23,2027-04-18,3676b590fe5d1e52f323688490e8cd2ccd2eb7a983081666af96e6ba3ebc497a,0.6353761211434322,434,0.5125080979076881,0.9792930088500997,,1,4,15.615553097172478,0
TU Munich,Yuki Brown,Project Management Professional,2024-07-25,2029-04-08,b4f2ab81ae4d6d4bb5bd4a98e0a0ed34a0a4fc2b8eabd7573d3b7e004ff2a0c3,0.7338230346969367,524,0.8202376936529786,0.8120012786609205,0.9731382514698593,1,3,24.38303311463141,0
University of Toronto,James Hassan,IoT Development,2025-10-23,2026-12-09,2998322e2192ddedec80a50ff59d75867f91242b23edf311747649a330519cfa,0.9422411244387564,69,0.8008752346614013,0.9020061942195006,0.9114757490438873,1,6,14.933075677532354,0
Adobe,Yuki Rodriguez,Full Stack Development,2023-07-24,2025-12-07,3df707f79080226c25b4f40349bac3bc49843b95bc2f16bc9b2b3d34671d85a0,0.6024509490711643,891,0.8318181634444988,0.9664070288626222,0.9625922319023551,1,8,9.97175550323418,0
Johns Hopkins University,Fatima Martin,Data Science Professional,2022-09-14,2023-10-19,0b2cabe3c369132074813ef0c825c2e79126b5560c2a088b2b78d22477079616,0.7928698543166911,1204,0.5925333274138657,0.9091158241313778,0.8517731974141077,1,5,50.248062539519346,0
CertForge Academy,James Dubois,Agile Methodology,2022-05-10,2023-05-16,9b9ef61a19eaf85c7ebc80df1fac14839a27f8c4c5684ed1efa3492b9454f4f0,0.1251,1331,0.1439,0.4081,0.1836,1,0,138.87,1
CompTIA,Joseph Mueller,Natural Language Processing,2025-09-20,2029-10-03,758780faf57b13fdb9a30457281e9f853d3316c8acd9e89563a7b3f18689a2ec,0.915055064016196,102,0.8334002476311598,0.9173052673647262,0.8929383360374451,1,8,19.468714098812413,0
Google,Karen Kim,Mobile App Development,2023-12-14,2025-02-17,e966e1f9b60a60f54666e09aa90728d742c1d4718e80f43d8bc8e7e7c7856c93,0.9270744809450041,748,0.8508069408185711,0.9130199292291731,0.7174599038300554,1,2,4.3521610587693775,0
CompTIA,Pierre Wang,Blockchain Development,2020-01-05,2022-08-16,e213e589bd1674505c706829796f7ee5703f18afadc78127add03a39afd92e21,0.8029092109161983,2187,0.7972469173610367,0.9305008572664774,0.9602866476757579,1,6,50.43681506326641,0
Yale University,Ana Rodriguez,Data Science Professional,2021-08-29,2022-12-28,6e6bf7e02eb15e986261c097f445b28dccd0e33c884673adbe7afc6616c8b0d5,0.9271970357186103,1585,0.6696589550348679,0.9029456276371883,0.9329076599537669,0,6,4.607654271751995,0
CompTIA,Michael Hassan,Agile Methodology,2022-06-16,2024-07-26,74a19a8bd0d4f47503f23dedb03952f08f35606fe92f2e4225cde533cb99f66d,0.6245337545953358,1294,0.7829500032478939,0.8341519952934284,0.755952109631053,1,1,11.755243853018237,0
TU Munich,Sarah Anderson,AI & Deep Learning,2025-03-17,2026-12-23,ccf807e8979c6dd20476146c24ed25874990616fe17cbf8758b420f89a78abea,0.8372504014127735,289,0.5069207823409821,0.8774389442274925,,1,4,7.750571457025111,0
Stanford University,Karen Chen,Cloud Architecture,2024-10-13,2025-11-03,f526fd44afe5c6757940b9f9e7dda86d65323d31d54e51b4b45f03ee8581cc71,0.715988661036824,444,0.8864928315445365,0.871395220315535,0.8864986565809373,1,4,8.769910475288802,0
Microsoft,Wei Martinez,Business Analytics,2023-12-22,2027-07-21,792f392ef03250fa9cfb65752ef73f28dd324af7f2fb227eeb2fca5385eec30f,0.6111923418069775,740,0.8001669173436725,0.8622632820427021,0.7862645175709527,1,3,53.46712358128928,0
Coursera,Ana Brown,Agile Methodology,2022-05-18,2024-11-11,0115874c5e0516de94873e109240f22c589c805cb6e4b3102134cefe339495c0,0.8200780303105901,1323,0.8541808583548468,0.968061429303909,0.8165865075421784,1,5,77.76678191300812,0
IBM,John Kumar,Computer Vision,2021-12-21,2024-07-01,eef42262428159984a74722f688cf394b4e9bf3dcc277302be28b176131d5de5,0.9581030114491865,1471,0.9332317800683549,0.9227416370443707,0.6393739025357739,1,3,0.040192109314194445,0
MIT,Barbara Martin,Natural Language Processing,2024-01-22,2028-01-08,eb01c236ac971dc835e92652c5a170483284d74b794a5367c3154758e382dff3,0.4295,709,0.2794,0.5408,0.1833,0,3,9.39,1
edX,William Smith,Natural Language Processing,2025-06-02,2029-06-21,1b3e7b7c267c05117f56369181e670ae63e76a6d0a2ac066cb285aad6eff0a6c,0.6837132478516319,212,0.950175210403315,0.947137211095995,0.6908763578957513,1,5,20.91766783496509,0
Yale University,Thomas Kim,Machine Learning Fundamentals,2024-05-13,2028-12-23,0a5f6825a5ad4115cd134ba201323f7af7cc00c360c35ce71d6656e8ce1dadc0,0.7607646419045653,597,0.7966563095307047,0.9246825913282316,0.9538082556834628,0,6,6.809651642600026,0
Google,Elizabeth Ali,DevOps Engineering,2020-09-01,2025-02-20,ab74ba5dce59bad871aa4f834038004baf7af1c917d34352ea4fb312b3740b31,0.669136513373578,1947,0.818626397206392,1.0,,1,9,2.8943932059920474,0
Johns Hopkins University,Jennifer Johnson,IoT Development,2024-02-06,2026-08-16,d72a0b89dca47de6ba59a2bb8771853ed9e165d68e9a1c829cba0b8436b993e7,0.7661164518192681,694,0.574538378768138,0.9434767399881113,0.9541953927461544,1,3,110.7342146057617,0
Coursera,Robert Hassan,Business Analytics,2024-03-07,2028-07-09,c41ba56292bdc74ffaa4343a1d7b27cf41168cd2d9b3006a3ae5c1cc0c5e1e08,0.9357875911129185,664,0.9514763849870626,0.9367017564478246,0.8140228386541687,1,5,37.422358617667,0
NUS Singapore,Arun Mueller,Cloud Architecture,2023-06-22,2027-04-28,47e58f812b1e7a2ccb6339f7dcb8bb5fcb4bf18999dac2983c7773a1a7b18526,0.7241677292776335,923,0.8207011088908619,0.8998883405838314,0.9432499567256251,1,5,88.48029668513888,0
Udemy,Ana Jackson,Data Engineering,2024-02-05,2025-12-07,9b7304db5d51d929243fab7618034ed0d902b1ade6e3ec13021183a692b4fd8c,0.9024817749094688,695,0.8867305419853514,0.957870927489016,0.9084478769983059,0,8,95.67593945083041,0
Google,Sarah Dubois,Natural Language Processing,2023-09-08,2027-01-10,fd9f9c18e22eda9a05cbeab07a542418e782baefd9284594f58d30b7bae6335d,0.8704870789034937,845,0.9861072533670141,,0.9360570505966154,0,6,1.6640039326778526,0
AWS,Robert Patel,UI/UX Design,2022-07-19,2025-05-29,fce7906c3d5b72c8dbc061c391563d206e08fb4a92c5273402d99f8a04183dbe,0.8734628249051073,1261,0.9663178852714629,0.843561141280059,0.9084170604914313,1,6,8.688279940999422,0
AWS,Christopher Anderson,Business Analytics,2022-02-01,2024-07-21,7d81112a5ac232c5d620d9e38a8b3dfbd1b1f637cd68c5ac6e81a9e740fab36b,0.8324277890409155,1429,0.9313665641388218,0.9429671777847698,0.9045711366124515,1,13,12.480029764285165,0
Coursera,Karen Smith,Full Stack Development,2020-02-16,2023-06-18,775cc6fb8c1712d94d4bbbaf2fb1545714d4813d2403beb42d124297bb508066,0.9293112059668655,2145,0.8713566357741156,0.8705201978193698,0.7545140846670554,1,8,18.716602649137247,0
IBM,Mary Rodriguez,UI/UX Design,2020-09-18,2023-02-01,f97a51d067182ca3b72b003df4e8a1ff2b7fe9a4e999fe9dae176682cec330bf,0.7359966366570754,1930,0.8561991337001937,0.948463745425495,0.9098352480308598,1,6,1.0458377421429557,0
TU Munich,Karen Thomas,Project Management Professional,2025-07-10,2028-09-05,24bc0bd7b3c4b4d5dceec6984c282927d7953b23a7324ae6ec9b09d3a03334ae,0.8200064537488037,174,0.8983648727574333,0.8094718462153716,0.9116673285650921,1,6,10.538252383321481,0
IIT Delhi,Sarah Martin,Computer Vision,2023-07-31,2024-12-12,7ceccd20872f59976a1e629321f9e22bed33767d9829791354283cd7b8185fe9,0.8696154938282947,884,0.7709436716352724,0.9139849097619204,0.9740316573387209,1,7,11.134783869815958,0
FakeUniversity123,Robert Taylor,Business Analytics,2023-08-15,2025-01-17,2d71396f5f4790344c76e0dfc8060e4b1358b5a2f98cecda0a308fc79573b3b7,0.0325,869,0.1299,0.7381,0.06,0,0,21.07,1
IBM,Linda Patel,Natural Language Processing,2023-02-14,2024-11-05,ad0ce9acb8cc39f605e3f240ec3ed57c0c6ebdd28d1b30fd1807a44be865d0e6,0.9817139818274332,1051,0.8989707259914875,0.8620021383490114,0.8853425337689274,1,10,6.777969258310121,0
CertForge Academy,Joseph Jones,Blockchain Development,2026-07-18,2029-06-08,8f71c3e955b1b3d873afa7d1684fc51f2de7c1e064ffb9b157d29a3f31db7cfe,0.1206,-199,0.0983,0.3949,0.3304,1,0,20.41,1
Columbia University,Arun Chen,Cybersecurity Analyst,2025-01-23,2027-07-08,316ad6619de94155d1b34290b8832a5ab8698840ceb0d261fcce3e22437a067b,0.6536414927296236,342,0.9735187849444297,0.9747936727488413,0.7541031323017309,1,5,6.972264515366183,0
MIT,Mohammed Johnson,Cloud Architecture,2020-12-06,2024-02-19,7b12baf8e69e5c61bf1d918117fc1c5b30e0367a88d54b81bc8b1b0240b18e7d,0.5693309870335456,1851,0.8649846473940842,0.9157748640769512,0.7978684825138973,1,6,0.44157891087756,0
Google,Jessica White,DevOps Engineering,2024-02-16,2027-10-06,06491e96d086cae38930f025c655a62dcc0c06fa1097c5b713fab7b79bf5f5be,0.6866100334475153,684,0.5824264269638201,0.758717926011649,0.8862609078795545,1,6,20.119797886063246,0
Microsoft,Fatima Taylor,Robotics Engineering,2020-05-09,2025-04-23,28c00299f39532a3279a72f98f78a6bca1f410b9d64634854f0e8aaf38e897ad,0.6230462711675246,2062,0.8052789991858187,0.8994339505314574,0.9539926344002868,1,6,59.01399415908194,0
Cisco,Richard White,Software Testing,2023-01-13,2024-10-04,03c14dd59a4408a4,0.0928,1083,0.473,0.5717,0.3408,0,0,54.1,1
Udemy,William Thompson,Quantum Computing Basics,2025-05-21,2029-05-05,0b829c7a15726d9471574cfc294a87e94ac71ba86892407e81bacd188f8e2e38,0.5852985205582614,224,0.6321977110440524,0.9121517752045286,,1,7,2.4731225118827065,0
Cisco,Susan Hassan,Agile Methodology,2024-07-12,2027-04-18,6b98c0318aec6a002e1f9499dffe3ee8b899f82f15fc47b1e906c6ac1c9b2db3,0.97220800679386,537,0.9239239839450505,0.8762863229274,0.807981372790375,1,7,69.91813630580867,0
Stanford University,Jennifer Hassan,DevOps Engineering,2022-09-10,2025-05-17,1b3671a958bb750c7557fcd2691d093c994467820d1d681867748be8bcf2997a,0.7927869546214227,1208,0.911708342576735,,0.8694362022719977,1,10,68.8764816538898,0
Yale University,Ana Martinez,AI & Deep Learning,2024-06-11,2026-05-05,8e16604512bae76305d944a1a5ac51878cc55c6a68f0ef5fd263fd1c54f57566,0.7320688981156345,568,0.9622070524517337,0.8872391626793623,0.9091372235308635,1,8,16.561243626093447,0
IIT Delhi,Fatima Patel,UI/UX Design,2025-04-15,2029-01-08,7139cac1527d0914a01db5cc8fe4f20528aa6c880865048b32873118a4847977,0.8509475932248282,260,0.6862855393026353,0.9183179007651611,0.9452691903241168,1,6,0.7163956633071451,0
Johns Hopkins University,John Garcia,Software Testing,2022-08-20,2026-08-23,a5dc417525f79b4959c685a59543380333054245f9012a18b7acdc3b319595aa,0.5863916632139818,1229,0.95004465211021,0.8976654280386531,0.8146554310563207,1,5,47.267138720145866,0
University of Toronto,Ana Rossi,Cybersecurity Analyst,2021-05-27,2025-05-06,3a75ff5e0bec2e939c89c1af120fb5e417c910efdf7d0b482f6f86912f191f19,0.9164562049504746,1679,0.8721954239121601,0.9639489517109304,0.8657026497992382,1,6,25.971461778823798,0
IBM,Elizabeth Patel,Data Engineering,2021-02-12,2023-01-21,59c65ca9d5bf46f8ec81d1bc9a7ad05abc1f09fadc1494da2c9cab67481a75cb,0.8544772051171846,1783,0.9328306954214889,0.9113474153562439,0.76252488337713,0,5,23.866571357177072,0
edX,Mohammed Taylor,Computer Vision,2023-09-07,2025-10-04,22b5ac211a884b89ff9550c506b0201efc20727626e3a4e7e8d680a54aa297a1,0.7604384921578089,846,0.8300206405310299,0.8878746900157968,0.721356041906759,1,4,41.56922797859492,0
TU Munich,Joseph Jones,Digital Marketing,2021-10-23,2023-06-22,6985f3962f57ded4bd052623df4fc746ba161bce8a4fc210f7cf840314afc1c9,0.9549226356615574,1530,0.47207436863080576,0.9508211052407367,0.8580671818140304,1,4,59.90392311826412,0
MIT,Richard Garcia,UI/UX Design,2024-01-19,2027-09-07,a9117e05690607876e306876349dce14962fe3d465e5676fafb125e627f6e286,0.6696772685005958,712,0.8812000904667308,0.8971344025892277,0.9713320185805634,1,6,34.83915097349916,0
Cisco,James Mueller,Network Engineering,2022-02-01,2024-04-11,0aadade587d1cdfe54a704436bdce22a921064240d9189e010c3c07039b865f4,0.7854019475839696,1429,0.7686490076166662,0.8708854669283095,0.9257906967571145,1,4,16.129577740434144,0
Adobe,Fatima Anderson,Quantum Computing Basics,2022-03-01,2024-08-26,88ae8e83c3fc2c947aeb4c89a2b16999632de79678ae713b0abb2b084b4eaa40,0.7239103495637043,1401,0.9710058200841908,0.8636068159214824,0.695970675946639,1,7,55.28416804322007,0
Harvard University,Barbara Tanaka,Database Administration,2023-10-20,2027-07-22,857f7f3116b7c00671a817dceaa2f0f17c6ef973a1eb1b82ceadd90a58e362f6,0.8611170882591777,803,,1.0,0.9551281582958299,1,4,34.53654859105158,0
ETH Zurich,Ana Harris,Big Data Analytics,2021-11-02,2024-06-17,e90a6063e00edf8627256ade88c80cad12211ab4a7b8351e71e8e4d49e8188b4,0.8503363589598908,1520,0.8388493069011207,0.9183796173890679,0.9881817438814049,1,6,21.519029810497308,0
Adobe,Mohammed Williams,Computer Vision,2024-12-21,2026-10-09,b5f998ad6fe0ce11e6dfe18cb522a78162a68003ce106ef8cdfa8271c5cc1987,0.71677940291455,375,0.8739441914717015,0.8709564351744031,0.9665949618869213,1,13,25.542813303553874,0
Coursera,Richard Davis,Blockchain Development,2024-08-06,2025-12-01,fcdec4b1346208721dd617844c24a83d764911214406f33171fbef8c9cb4bbb6,0.6476456977191424,512,0.5530778103201818,0.8554407249560656,0.9576088030064641,1,4,78.68309907237159,0
edX,Yuki Thompson,UI/UX Design,2023-09-02,2025-10-27,ceb6272dd7fcd800baa22102427f1d108aff19e2b9430593bac17de8b51e40f2,0.5966338656069681,851,0.8925209586553067,0.8382516231559312,0.9167564846099752,1,5,37.997483267563936,0
Columbia University,Ana Taylor,Cloud Architecture,2020-11-24,2025-08-04,6d45f32e0bb2a1416d4ccd72e7089da6aa0e8093e2fab933d8d22677a24b527a,0.7272560326185062,1863,0.9701639264271433,0.911084215954956,0.9063799573903123,1,3,3.5306169595155588,0
Google,Pierre White,Robotics Engineering,2020-11-15,2022-11-25,cf1bdd149fb87bccd0b7d4db417dde48eebb7db7afad9e9a9a6c039bf431b464,0.7871229837497822,1872,0.8833056537652872,0.9081538864014363,0.8054857815164489,1,10,44.84839269088204,0
AWS,Joseph Ali,AI & Deep Learning,2022-06-17,2025-03-02,501fc0a396d752ae65038586b7f6b0e420e76dbb3e3af8e1c1ce6105fcb5bfcb,0.830556532970142,1293,0.7194986030342878,0.9177678689288585,0.8283349618974013,1,7,17.158866081539237,0
QuickCert Ltd,Elizabeth Dubois,Data Engineering,2026-10-26,2029-11-04,281b6f88fc88fedaf8b1b3af5d4c5883d33adf2a69439ddc0d310c350a6e0847,0.2019,-299,0.4058,0.7676,0.1373,0,1,2.82,1
IBM,Elizabeth Davis,Mobile App Development,2025-03-28,2028-04-23,f1cbc767177f1be7d832ae6d3461048f6a13e66569997c9cd4c1ee380f725d9e,0.7013655018825968,278,0.41200427124585737,0.8772594825155996,0.9661102539362657,1,3,32.6720676802365,0
TU Munich,Ana Williams,Cybersecurity Analyst,2023-09-03,2028-06-14,a10aadf71079cbdce00e6beda60dc382eb7b261f63adb9572d573738456a80fd,0.7665793566744726,850,0.6710370426726046,0.9798887393358622,0.8841245300236494,1,8,8.16538856371068,0
CompTIA,Richard Tanaka,Blockchain Development,2025-08-09,2026-10-16,8675be31f6132f30e2b0ff0b3e70fdce80fa8ba23bfd5428b483c3143bf219bf,0.8501690366325018,144,0.8254243632109862,0.9656725666323489,0.9837048177931373,1,7,47.18251626682128,0
NUS Singapore,Richard Miller,Digital Marketing,2025-09-09,2029-02-07,0b6bd788282f3a7360512e273276b577abafb0cdd05e568ee606a8eae7bcc3e7,0.9260665325132247,113,0.6948743549582193,0.9451766808305037,0.8709701971363318,1,5,19.836831883761022,0
CompTIA,Sarah Jones,Quantum Computing Basics,2021-03-18,2022-05-31,8846ce4149af9d81e2fecd132181e561c5c921020661c8d4fe8b0f19ed5a3877,0.9017374977035294,1749,0.788972707058242,0.8962613177258146,0.7489768033747559,1,2,105.94822472779418,0
edX,Richard Mueller,Data Science Professional,2022-06-14,2025-12-01,aa5a268e7f80d0fd3f3ae7b6cb0e90d7994d8700887a22b0f6a9685ca28ded78,0.7163607749396692,1296,0.7281953412200551,0.8719044813061674,0.7349835402194325,1,5,49.21778554685466,0
NUS Singapore,Ana Thomas,Full Stack Development,2022-10-20,2026-02-14,c217f70ab4e17adcbe799cf55b1d8a7e37bd9ea5ab612e843a6b34a60e7423dd,0.9436267251546406,1168,0.939262098556467,0.9483152639480128,0.9291849478783868,1,5,2.4202289236424925,0
University of Toronto,David Thomas,AI & Deep Learning,2021-09-04,2024-09-14,0e9ecff21c28c02252499ff2b331122250cf1a4c29dfe811a31e12442721bafe,0.2866,1579,0.4,0.5443,0.0611,1,0,64.8,1
ETH Zurich,Patricia Kim,UI/UX Design,2022-07-22,2026-02-04,fd9d711aeba763e4ae900aec3e63b36a80a7888b61b45dbe04a82f6227c1e317,0.9040665065846586,1258,0.9473380757753054,0.9932954957626534,0.9654650219744147,1,3,1.9332835456905824,0
IIT Delhi,Mary Harris,AI & Deep Learning,2022-04-27,2025-04-06,0046f0eabb10dcf251fe51e083497b4763869a43a08ca16ce790522056d31cdc,0.7974280860974869,1344,0.6354170131923069,0.9959801194450568,0.8713725268897708,1,6,17.32004808942385,0
Cisco,Linda Davis,Software Testing,2021-01-26,2023-01-29,10739e6bba357089a24d0e2113a57c90ba9dafa75dfe2a2858e1c41ceac24375,0.8853797057300127,1800,0.8745404223948737,0.9288434964791907,0.9231303268059637,1,10,6.496547872448888,0
edX,Wei Tanaka,UI/UX Design,2022-01-06,2023-10-29,376d525804084c3b3baf4f501549c1a2345b5fc994c11aa370751fbb99cb8f5a,0.8690477267426155,1455,0.8681381712482422,0.876190259041726,0.9476482313228357,1,7,111.16496486251862,0
Google,Thomas Johnson,AI & Deep Learning,2023-09-13,2027-11-06,56c64319,0.1843,840,0.207,0.6943,0.2207,0,0,81.71,1
NUS Singapore,Arun Garcia,Blockchain Development,2025-09-15,2028-06-04,2b978df114b41273c7521347f4626faecb464a17daebf83d73c00527f6013137,0.8027353588113542,107,0.6668187026388294,0.8570991198714488,0.9844187521642421,1,7,8.534351105806536,0
IIT Delhi,William Miller,Mobile App Development,2023-12-17,2027-02-08,e651bbb83bfc31276ab8f30afbdf43ad06d7948f138ce416f58d9f5e7f7b6995,0.8357428326173013,745,0.8692588053635726,0.8857239597417819,0.6565325716413563,1,11,4.1471989520376535,0
PMI,Fatima Ali,Big Data Analytics,2022-04-07,2023-07-30,b9f834f124746266edc91dc3e7085d8845108d53a2164d2c06c833780c5ea9e1,0.812892625145334,1364,0.8594079196020645,0.9722725917596726,0.848102724585198,1,5,41.0855211433115,0
ETH Zurich,Wei Dubois,Database Administration,2022-04-12,2024-05-11,56d67654cdc0772088dd47a457c08285058fa59c089cefb2585d37d1a24e5a4d,0.8777556435302499,1359,0.8384331039496774,0.9011907792374582,0.9570140910040723,1,5,2.07636727791795,0
IIT Delhi,Sophie Martinez,Cybersecurity Analyst,2020-03-07,2024-12-13,b12a3e19416c73e94f568a8a1c4ddf59d35c05c19bb0525bd9c9f5528874a890,0.7727811447194062,2125,0.6522266586737637,0.9102173754482107,0.9925610935569239,1,4,18.34470707322679,0
Salesforce,Pierre Miller,Data Engineering,2020-03-17,2024-02-10,388eae53c2f0e709f93e3d9f7a71897a4caad67e9638404198ab29ad5b5c1b4a,0.7104248930695533,2115,0.7999644362681343,1.0,0.7313591511757926,1,7,9.869459392456314,0
Yale University,Mohammed White,Big Data Analytics,2022-04-03,2024-07-17,edcba956faeaeec72067dab786e0c0c560a7a690bbcedd9317ef543a84690d77,0.9111993489469664,1368,0.8736901025091961,0.9297557476525742,0.7722818587268946,1,5,75.41139259247683,0
University of Toronto,Susan Ali,Full Stack Development,2020-08-31,2022-02-06,bc705a4c0e09893bf78256f7457dcba62a98ebb0fcd768e85ce6c0833fb582bd,0.759897495974305,1948,0.9440102887497734,0.8669484455010616,0.8741972334305992,1,8,81.51198732950266,0
Harvard University,David Hassan,Computer Vision,2021-06-29,2026-06-18,4f1b404a177241708f7703b7c0e5a67acdd429f7ce8eccedc21d5135ec31faef,0.9849505191960911,1646,0.8311655587529951,0.9013006109972526,0.846935229091713,1,8,5.1285694686470675,0
edX,Wei Miller,Data Engineering,2022-12-06,2024-06-29,48b24ee57f3034c774c16aed870be916a3a00dfe81f24dceed53c8fd53e8b050,0.4487881894492728,1121,0.9357348080567354,0.8787115452265921,0.8275096135399166,1,7,53.1702437464605,0
Google,Sarah Taylor,Cloud Architecture,2021-07-26,2026-05-12,9327e0fd66ddf9b7304a6bd76b24a002179dd65b2cb2583bd59d4ec714e4b816,0.9635678226682459,1619,0.9021551799521361,0.8374058088338142,0.9281992594032911,1,3,12.64335408437892,0
Yale University,Mary Garcia,Agile Methodology,2021-05-19,2022-05-20,79cee3945ed596dd1123cfc8c9562e5cb14f89edea2502beeed04d04bf89ac46,0.805448427501102,1687,0.9190155551700113,0.9080754118142366,0.7424076613250021,1,4,60.101941870882534,0
AWS,Patricia Johnson,Big Data Analytics,2023-10-28,2027-05-13,6cedafbdf81851a51830b64d848471e93a3f2eb64262dd0bb4942114a901eaee,0.8742396644165109,795,0.5196332132292392,0.8280324082280137,0.9462188893658144,1,9,7.541018247110404,0
Oracle,Barbara Thomas,Blockchain Development,2022-06-29,2027-06-05,14272769ba69f48cbe00a0d8ed5e08f2c03033e09cdef48be790d4d5b890f820,0.5818335700313924,1281,0.9089781875260918,1.0,0.9936763374656273,1,7,16.151646285009214,0
FakeUniversity123,Joseph Dubois,Data Engineering,2024-05-21,2025-10-21,5f0de0eaa032b9d7ed69182a81e8d463560627f3cf05903c2b5f13331ce00229,0.3028,589,0.4,0.6196,0.0194,0,0,54.43,1
CompTIA,David Miller,Big Data Analytics,2024-12-09,2029-11-13,054d41e10bb8f29f6a2ad0249992e14cc681b5b24b30d434975a3705619fdadd,0.7120253969120748,387,0.9421462888654436,0.8858870102974571,0.8552545445618945,1,5,20.195653565809845,0
IIT Delhi,William Johnson,Database Administration,2021-07-26,2025-02-18,1a58ca25de8caac29b14fdf6928efb7fff3be1b231d5fd0e2e34fbbf8a39973e,0.7080991031713955,1619,0.9839375648432128,0.9049481944939548,0.5519089693449934,1,7,31.00637826368365,0
Yale University,James Martinez,Quantum Computing Basics,2020-10-17,2022-01-25,4495806aa7940d402c10a26df93a044b7063be20fb1ddac4d0989dbb1f898986,0.6880154609061946,1901,0.8934705135705292,0.9049336655723172,0.9621070928360067,1,4,64.93531561844253,0
CompTIA,Robert White,Project Management Professional,2022-04-03,2025-03-23,3eaabb3285a60b5b92bd989b93ad8ae76bb9d5031a61fa2e8e6ed13c959eb539,0.8949595936562355,1368,0.8954902984898042,0.8806751447661778,0.7677370453559594,1,6,27.582805993227755,0
edX,Patricia Martin,Database Administration,2023-07-04,2025-11-25,5c59a3033cb84bba2ba157ec2702b7459eb92d5b1840422f23791144e8180d13,0.895833674622226,911,0.6956935324494337,0.9083937128408358,0.9408741605576415,1,4,5.778498916650305,0
Cisco,Barbara Martin,Agile Methodology,2021-10-20,2022-12-14,b3afdc9a7a8f944b2949da9bd0253f335f86ece5639c48976ab0d9effd07b754,0.9450197353373816,1533,0.7173819682019892,0.8957061944556294,0.9688229508765804,1,5,2.9392949577068515,0
NUS Singapore,Sophie Martin,DevOps Engineering,2022-07-10,2026-01-23,b2603a008dbb0604d369a07892ae97f6c90cee82a5cd0db92872d66fca867c21,0.8940070474827184,1270,0.9007049031267531,1.0,0.8470412943390649,1,5,4.844392699093172,0
edX,Karen Thompson,Machine Learning Fundamentals,2025-01-24,2027-11-12,dd4fd5db69c066d96ac90bc63ed77019a3e6b49069ed98ad3b05081142f94f0f,0.821972317631207,341,0.6802668597028722,0.8152630946317406,0.9637300246148758,1,3,42.01314618119027,0
Cisco,Elizabeth Santos,Agile Methodology,2025-09-15,2028-11-20,af44a5042ee954d2e6e55b4aaf1e187e81d6dcf0a2245eb07501538f921dbca0,0.8759790851518029,107,0.8421242229367462,0.8146986541210557,0.9105085906516891,1,6,44.051486888557754,0
Google,Mohammed Garcia,Cybersecurity Analyst,2024-10-23,2027-09-01,54b7d553c994832a99b6630c90ba66fb33a98543b1bf373ef5774bfce5066c90,0.8400743844432232,434,0.7555696340129161,,0.6927367930552668,1,6,0.23977267357769633,0
ETH Zurich,Sarah Wang,DevOps Engineering,2025-10-15,2028-07-28,0a64cc472ade0bfac21004467630a4e9a862e7c61d404ea1fb234b4d7e25e32b,0.6164219991893747,77,0.7249031820688733,0.9198644157436549,0.9582164588490044,1,6,22.679932888496374,0
ETH Zurich,Michael Wang,Natural Language Processing,2024-08-12,2028-03-19,26ffbb28cf8e9cd07b829394c6c1a6549a47f12744ad25d88ac99d044918c9fe,0.02,506,0.2898,0.6393,0.4399,1,0,29.68,1
Google,James Harris,Agile Methodology,2021-02-25,2022-09-19,c81262e7f5a66dfec7dad298f5fd597c26a48188ab0eb5616b3533823015f6b2,0.6455881677836766,1770,0.9528961617770468,0.9727842679138249,0.9183433292300691,1,4,39.90822831408344,0
Cambridge University,Michael Rodriguez,Mobile App Development,2021-02-13,2024-08-24,3ae57f65cd8b42ad53d24aac694b17d9336e8756dfeaa09ba66556906e053407,0.6733002067973373,1782,0.7296933171961828,0.8797483770757563,0.6200887535386241,1,2,53.195694128559005,0
MIT,Pierre Wang,AI & Deep Learning,2025-07-10,2027-08-02,364c8bb16a7c94f5c119493ed5d73dcd9955d20597865da40f92aa84c1983c24,0.8324418544857185,174,0.9724558425903254,0.8258049568908529,0.9460583624604743,1,10,20.18285383150928,0
QuickCert Ltd,Elizabeth Jackson,Software Testing,2025-07-29,2030-06-26,1d8dfef6,0.0189,155,0.1353,0.8637,0.2243,0,0,4.2,1
Cambridge University,Thomas Williams,Cloud Architecture,2025-02-16,2030-01-24,71f714f0522b45f1c228057ff590bbf124a5975c5f7518447424ce8f3bf9a3a3,0.787289551485656,318,0.8123852011681498,0.8945973263624629,,1,10,5.135398728666598,0
Google,Michael Harris,Cloud Architecture,2024-07-06,2025-11-19,670aa1190b232a4c0e7be13d1a4360cf0e7c5e87f50ca748b915484843812728,0.6130669204887477,543,0.9416905026717547,1.0,0.88773892764037,1,6,62.30689225537424,0
Johns Hopkins University,Priya Jones,Cybersecurity Analyst,2023-09-27,2027-07-29,ca945e09ef4287a4e55386ffeffea4604f0a7cd88de8647d1f8759defb800415,0.9231337667065476,826,0.9168046177050382,0.8963518979626072,0.8489846684321842,1,4,6.11458162025938,0
Adobe,Michael Chen,Data Science Professional,2022-11-16,2025-04-18,fc53ccfd7533aa07a481b9c08744cf3a6706a158947cc1d570d5242a89d72ede,0.7926354665644714,1141,,0.8784296052978979,0.8532584313867719,1,6,14.612906548379822,0
IBM,Susan Dubois,Natural Language Processing,2021-09-05,2024-09-07,57361fa1c7229b80fee6f304bdc2d8b36a5680292a6fecc4e20ea098d2d40798,0.8212716620607856,1578,0.8053362780060821,0.9626508085696743,0.6815752061653874,1,8,41.8983010773755,0
IBM,Mary Harris,Blockchain Development,2024-07-23,2028-03-06,a1d96e08413392b326f055110f9b75eb50a4c1b7c54c8e1056ac9b744e7d8ef7,0.0658,526,0.3423,0.7287,0.238,0,2,37.85,1
PMI,Wei Harris,Data Engineering,2022-08-15,2026-07-20,f785fc193a13a2ce5d5637789fcfee61de7fb2349376822057c3d0bb7f8a6763,0.8845705162292743,1234,0.8767878242189497,0.9382122762491757,0.705018193471912,0,4,5.529356492242554,0
Google,John Dubois,Data Engineering,2024-07-10,2029-03-11,99c23c52de8e1d7bdef2a5487ebe5856ca0994ba753a54c52c7fa63c7a0a06fd,0.5815905227540298,539,0.8376075764466481,0.9193751359554408,0.9031170025716452,1,6,44.34789652665496,0
IIT Delhi,David Johnson,Network Engineering,2021-11-15,2025-04-04,423adfec8cc14e2b3ea9feaa5118512ac16fe92eec9c5255104c8713d52f3142,0.8519949790949285,1507,0.9393994639584604,0.8427201688603847,0.9364741980419768,1,4,11.231822888007866,0
edX,Fatima Johnson,Natural Language Processing,2024-04-12,2028-10-17,1f4ead2b938b2b3a07c76c314121bef20299cf1c8f39dc278571dcb91e235750,0.8637276841970699,628,0.877610634684187,0.8899555056092447,0.6424023853195598,1,9,13.885084003901017,0
IIT Delhi,Linda Rossi,DevOps Engineering,2023-09-20,2028-08-30,149fa666f38f022d80e788efe5799aa0b88415b3d813ced904ece0a9646cea8b,0.5118964438085072,833,0.9524520617607005,0.9622436469009179,0.6903005451827527,1,7,22.063343528674732,0
Cambridge University,Fatima Johnson,Cybersecurity Analyst,2025-12-01,2030-04-06,3b488a94f371ddca32caf3d747b1ede43ddad0571812176dc674f84f6498d679,0.8792748129977187,30,0.6888688853052242,0.9553813164911252,0.7819712071626408,1,5,25.34768488846334,0
Microsoft,Mohammed Thompson,Cloud Architecture,2020-10-19,2023-04-23,5ef38be210e0ca877c6da27c8d5db0d75f2451b8f04121ce999a1a7a1c7f75b5,0.7820458691209249,1899,0.9032810716991468,1.0,0.8030585862767143,1,5,2.7768072963569037,0
Johns Hopkins University,James Davis,Big Data Analytics,2021-11-22,2023-10-22,56521c46b4d4a4db9f9207e7cafba5e715948676ff86fd05481ddac5d189e70c,0.6474225078430459,1500,0.7435808743794251,0.9024035491234743,0.9479083303355196,1,10,2.919041009281732,0
Udemy,Mary Wang,Digital Marketing,2021-01-05,2024-05-07,84cc0f4b9fd937ebff18486746235707431fa4f0389bb1aebbe2e279a83bec36,0.7202612249344744,1821,0.9157093795133314,0.9153196779642914,0.9225388489872859,1,5,49.50812037195936,0
IIT Delhi,Fatima Garcia,Project Management Professional,2024-04-03,2026-08-23,a39d9a2fb07927e1b3601f82713be926a219197a118826b1e94febda4cef7eb0,0.8435279553851829,637,0.8889932444136119,0.8684924884614605,0.8578196073363766,1,6,40.43872639294119,0
Microsoft,Barbara Patel,Data Science Professional,2021-02-18,2025-12-17,ac23805b4fadff319815f1c0072464055be648aa23333b17e4107e85f851b335,0.7345384709920632,1777,0.7087197828063492,0.9650047629629659,0.9221820131709547,1,7,0.13649684398852135,0
Salesforce,Barbara Johnson,Big Data Analytics,2020-02-16,2021-07-22,cbe0b9e91435cb44fb718e6ee130176eb365130097cc075f434567cca29c4801,0.6296566155897354,2145,0.8315395895936795,1.0,0.9647231030667791,1,3,69.14380611982273,0
Yale University,David Santos,Digital Marketing,2023-10-04,2026-10-10,5151478ecafc5658a7cad59697bf108d7d8ce5dbe46f98eff35be12df74e0d0f,0.7183352781742199,819,0.8354999693860815,0.8393738256113561,0.9016996898335655,1,8,16.019399945360274,0
Udemy,Mary Thomas,Robotics Engineering,2021-04-07,2024-11-18,3ab2bf016f80ba28caa3a21a7a41df3eb39939ac68ca838b10782d79c628d7df,0.9888949709161274,1729,0.8828808279800296,0.9957887764638388,0.9235041034590232,1,5,23.43818823076431,0
Udemy,Susan Patel,Machine Learning Fundamentals,2024-03-22,2027-05-22,98d04d4aaa90ce3979c4d2f2b475a7a41ba4863b45f21f6121eafbb8a0f2c63e,0.9208581432538108,649,,0.9702078404016365,0.9870171753005096,1,2,41.29850142452438,0
IIT Delhi,Barbara Santos,Project Management Professional,2022-07-13,2023-09-02,0c7d39f7212967886b478f057ca59e07acca5bca5b070c6e7c221c6f9cfefa28,0.8889626457063051,1267,0.8609225979864035,0.9252325696871622,0.694904243376182,1,5,76.03591218067449,0
University of Toronto,James Taylor,Software Testing,2025-05-05,2027-01-14,11f82f3255892d834211e75662d4b2fe087d0f62427c7d87ffc3bc7bfe1cc444,0.8190955144256026,240,0.7617308375514551,,0.4449666513328309,1,6,127.00887562474436,0
InstaDegree Corp,Jessica Hassan,Natural Language Processing,2023-06-09,2026-07-13,e1522c441239d5d65fd3349fe63712dcf97c679aa5520d3170196627810af556,0.1217,936,0.3341,0.6516,0.0527,0,0,46.06,1
Google,James Hassan,Database Administration,2024-09-30,2027-05-04,c15b72e4e9306c12bc784c3823a265448740512f9edd6a355bad9a52df35afc0,0.9728091631995186,457,0.552072125571342,0.9814169390427125,0.9487619435798361,1,5,32.12041095885098,0
Cisco,Sophie Jackson,Mobile App Development,2021-03-26,2025-12-17,ee8dcbb5dd851e0a12ad500d8af21fefc61d1dfbdf80fc5be24423d5016ab436,0.9320454932560445,1741,0.8284413902280979,0.8943561519600194,0.8685934350755463,1,6,6.099587785464011,0
IBM,Joseph Harris,Business Analytics,2024-10-23,2029-08-08,107458310c58be673917dd8064e12521471bc69e3921cc7f2e4c1d9191b86af2,0.6285687008689923,434,0.9082192262065789,0.9407374927665573,0.5507785319915233,1,8,14.209021746750482,0
Udemy,Fatima Thompson,Data Engineering,2025-05-09,2028-01-10,46f492eee19aa1327685c895da2b38405041aaa694904638b50e1dd851265bcf,0.7728633451691939,236,0.89662623746682,0.9219024753109456,0.911764229557995,1,4,1.7488762868888155,0
Johns Hopkins University,Christopher Kim,Natural Language Processing,2020-04-01,2024-07-19,4268022e379af16b4bbbd11e132f298b272d9fb6278a134d14c493095c0d1cf4,0.8791200712468317,2100,0.8100482134469503,0.9200044200074519,0.8017660286622965,1,8,0.1273085922470579,0
Yale University,Sophie Rossi,Big Data Analytics,2020-05-11,2022-12-31,433b797f87ac39ff3f9e052c3797423cdae9b132af0f50b3ed3576516e16bfb2,0.9366584075656088,2060,0.7714510364592271,0.9085877646566934,0.8016836983996698,1,7,126.36725236901194,0
IBM,Patricia Brown,DevOps Engineering,2020-05-08,2025-03-03,3ae9cec31929af85e62231315fcc1a30ecd7c91e1127a92c595faa2d1c4b36c9,0.9275955244516361,2063,0.8573791483117457,0.949697658274833,0.9028498097182561,1,5,19.491511622510167,0
IBM,Wei Harris,DevOps Engineering,2025-05-18,2029-03-02,753eaf288dbab37c122979f29428ae734fa9d81fbe1a70216421b63265bd80db,0.9065735658755275,227,0.5553795800714657,0.8914455601215533,0.8050754201944806,1,8,81.26997625869231,0
Adobe,Pierre Martin,Business Analytics,2021-01-08,2024-10-12,f2641fa7c69a13f2827f7f7b2976ab607f01048e9f09fbdbb729f3a02a894c7a,0.9276169412413929,1818,0.6344712765504602,0.8980521178435207,0.9580421949055081,1,6,77.47847111228931,0
University of Oxford,Karen Thompson,Project Management Professional,2023-11-09,2025-06-10,a9fba8829aced92754474175a04db3072b2edbfe93ff58977d178d8d2cce49c7,0.8545358076424762,783,0.6144569591271967,0.912792581637213,0.7820596991207206,1,4,11.156725648757712,0
MIT,John Davis,Natural Language Processing,2025-09-01,2029-11-14,21eb59ee2346840513c7b79bdc903bf210a5ac81d043b1b7ba9c9d0648c784f7,0.8918075135003956,121,0.9426919487263213,0.8046660243712461,0.9066810678075431,1,6,1.8327173404297306,0
TU Munich,Robert Williams,Natural Language Processing,2024-05-04,2025-09-30,af35ff409e6ef651946992662c31f2e67e1283871c86f7dd8d4f4f366aca7bf8,0.8578143907244263,606,0.9261889098550953,0.9196636466645511,0.8551309739561401,1,10,26.070349391625594,0
IIT Delhi,Priya Brown,DevOps Engineering,2023-12-24,2026-06-12,630873699da4e575179907e57ebe64968aa9dd9bfc5ae128eb6eae2684aca78c,0.8853121530183444,738,0.8359505785952743,0.9119511146567615,0.7913913035629421,1,7,0.1780534982769646,0
Adobe,William Wang,Cloud Architecture,2021-07-07,2023-03-29,8fca99ea94c0410d0258d89ae5805dff2771c7f1cfab02df149e2308dc0bb890,0.7243353201898397,1638,0.6684646564312315,0.9011720227987395,0.8705255176407928,1,6,47.0577147923658,0
Cisco,Jessica Johnson,IoT Development,2022-10-27,2024-10-23,aed534fee8db161e607cbb829291835acca2de5ba09d131921297452a236a577,0.7135251302242118,1161,0.7095489775032321,0.9957247655956235,0.9702270840626451,1,7,15.179317057220818,0
NUS Singapore,Sarah Mueller,Data Science Professional,2025-10-12,2028-01-18,b90e995745757abcbc0d82c996ab06dfe0eec16804dd31e21d006ccde6e6a348,0.7194518294430623,80,0.9562444103980003,0.9785777943793518,0.9056599425544363,1,5,4.024604025297181,0
CertForge Academy,Ana Patel,Natural Language Processing,2025-04-27,2026-09-25,a4f7a152c3de74cf4a08754de8edbe059aac0c74631968860e92cffbd989050e,0.053,248,0.2899,0.6888,0.2226,0,1,52.75,1
AWS,John Santos,Mobile App Development,2023-03-17,2025-04-28,1823d60455446d7ccb0a81498cf56e15f6f57b166d65af2ffe40bb784cc3e853,0.9207722630148774,1020,0.6781861984326853,0.9615320311310602,0.7717668997837437,1,4,10.505871166464157,0
Yale University,Sophie Martin,Cybersecurity Analyst,2024-09-27,2029-02-11,58e8eddca619ed1aef10777f3efab940b8c733b3a44f07e985fe7bfc84de6dec,0.7189883973180817,460,0.9580275568581872,0.9180844598949732,0.7673275560642107,0,6,7.251234816035423,0
Cambridge University,David Rodriguez,Big Data Analytics,2024-01-25,2028-06-07,494f2255fba11deee9b09c06ef05d74351f31028a96f2cbecef93421779eafaa,0.921628886676242,706,0.7126140418089362,0.9051378248384923,0.8886103553960879,1,6,9.42264366968292,0
IBM,Mary Thomas,Cloud Architecture,2025-08-21,2028-10-15,4ecc3dd874694fda851d8b03a994e829af6b3d8b00c2314ad84e890ceb302913,0.8163227954780344,132,0.8299048900311988,0.8961594437471891,0.8386576697945806,1,5,6.3195588160726635,0
NUS Singapore,Carlos White,UI/UX Design,2025-03-22,2029-10-05,1ae8e3fad21bf31307d517159476aada63fb1ec78d63da0459503c43f08981fe,0.9751121720620094,284,0.8358036000086831,0.9044851474837659,0.8901719167745812,1,6,5.996883353442026,0
University of Toronto,Joseph Wang,Agile Methodology,2025-11-18,2028-12-28,e901791904dcf693898349b7f9ec550dde24d868993c6f1619abb07d2ffa48fd,0.8032599054677951,43,0.8974215645094311,0.9318473502729724,0.9518603808665725,1,12,64.44583082863534,0
IBM,Linda Mueller,Cybersecurity Analyst,2024-11-22,2027-10-23,f3f4233e428d39d83722c1edc8b0255d68f78e5d5a3615f582cb99e3c6b35e61,0.7460546463567663,404,0.8437333193527379,0.9470487036510941,0.6214214425466205,1,8,25.94573297619467,0
Salesforce,James Mueller,Data Engineering,2021-08-21,2024-04-17,93b63c149248388528600c75891d592926e492ec9998d3e3a28db5971bda6d46,0.6902542671134452,1593,0.8603855179354253,0.8953164415988314,0.9762737396823724,1,4,13.84391499005862,0
Yale University,Linda Rossi,Blockchain Development,2021-10-29,2022-11-30,b8296c1755148b94e4f7e9b737bd440b27ac74ee49bf0034865fcdd7fdef93fb,0.748574856679125,1524,0.6802638149450876,0.895826586494177,0.626858196309626,1,6,102.65925223462881,0
CompTIA,Jessica Brown,Blockchain Development,2021-08-20,2025-10-09,4ec5652ebb48c917aa055ad58a261c6cfc3c12948b5bff3b07e336254f7f037f,0.7989547667654224,1594,0.9517527382031324,0.8562944433188703,0.9078566161122328,1,5,66.82187158478139,0
Adobe,David Johnson,UI/UX Design,2025-07-08,2027-07-03,0493972ba73866681982623e63715ba92ab660a52a0a38519d86e5fb8e997135,0.736044149307493,176,0.9452685646838759,0.9247249897954067,0.9770194274472634,1,9,11.715410436437923,0
MIT,Richard Martinez,Computer Vision,2022-01-17,2025-10-18,abb059e501151e57cfef95e09e73630cb74d4603860d3fd1b1999ac3f8a074da,0.8672759938560981,1444,0.773949097424906,0.9072152284226059,0.6883855576848233,1,7,21.480420330180863,0
Johns Hopkins University,Sarah Anderson,AI & Deep Learning,2023-08-11,2027-11-28,b5d9b0356e26427b06a828704827b26d39c3bc6d0d1cb136292db91a22fa7be6,0.7957965979787845,873,0.9318105772326313,0.9773586492033526,0.5822548080182902,1,8,82.12601775847504,0
Salesforce,Wei Jackson,Business Analytics,2024-11-19,2029-04-23,8a8d31de875fce4b6506f747a00420c109efcd743b759ba23b5053ee3229a465,0.8652638349257251,407,0.7246083143266312,0.9261638195197283,0.7167290422784789,1,5,6.234257471236812,0
IIT Delhi,Patricia Harris,Project Management Professional,2025-07-16,2030-05-21,6b2785343c9552ab72f2ee7006ae9605c1daedda70e058827bde62605c29d892,0.9122744487196509,168,0.899392924630162,0.9457530780357498,0.9310701136422606,1,8,55.48461225152193,0
Stanford University,Arun Thomas,Mobile App Development,2020-09-09,2022-12-18,a592c0ec52d963be38b9315b9d5ecae5d824e8f4fdc2e72a2051d0ee66862154,0.7213955384579629,1939,,0.9474837902873973,0.8998356766691402,1,5,97.1882705627726,0
QuickCert Ltd,Sarah Hassan,Agile Methodology,2021-11-27,2023-11-25,8751a8434bdec6f48e4475405fb332b673bc578da05cf19b6b17790aa22edff2,0.0483,1495,0.2669,0.5869,0.198,0,2,14.84,1
CompTIA,Barbara Martin,Blockchain Development,2022-09-07,2024-01-19,7d0debf222d7c61852a31407b88149f0fbe88e165bc5ab9aff4f3dfd1e96d9e5,0.9222265260974816,1211,0.7494493045664221,0.957118662799646,0.6199869271561116,1,8,28.886064775395457,0
MIT,Robert Williams,Natural Language Processing,2024-01-03,2027-10-15,548c12e1232b96e883fedf51e60c97d08cd20990852ce25e6e61687ae4bc05aa,0.8986771860679355,728,0.7987784112548859,0.9525229544273395,0.7538883235454619,1,6,0.32368084321677476,0
Harvard University,Michael Williams,Cloud Architecture,2022-03-11,2026-12-07,f83c0f5a47f3d8e60510c28bcd61d44bc6be22a447fd8a77f2efda1db2745734,0.5964151214863322,1391,0.7844687895342048,0.9235903050688462,0.9146583225829822,1,5,11.25943219158658,0
AWS,Carlos Brown,Project Management Professional,2024-02-25,2028-10-18,ba9f320ff39c41ac76a14817029677df51fc41ae5eb906f975f7ed26c118f7a3,0.8504672896847444,675,0.8402552792385574,0.8285407506134551,0.9746998186940706,1,4,1.836333907114999,0
ETH Zurich,Yuki Martin,Machine Learning Fundamentals,2021-10-16,2023-10-05,7024887e5a3cfa749d2c8b12d92c6c6c682e6d357975c87e98d42882196185af,0.8622499323179403,1537,0.7538128263194308,0.878844315616142,0.7588704742641575,1,4,22.917353637827304,0
Cisco,William Rodriguez,Network Engineering,2020-06-26,2023-06-22,d2ed8750f33e0ff50739150ec0bc003e765bb23994d08163b7ac13202fe9bfd9,0.7090298371548012,2014,0.6207190604270538,1.0,0.9691519422014422,1,2,60.61290932874427,0
Google,Sarah Santos,Robotics Engineering,2021-05-03,2024-07-08,d1badb11c2c5b1a5cc025565bcf7126723b516a6157b26bcf17ddeb95d9a8277,0.34141010023553287,1703,0.877793229690784,0.8865237462347773,0.8235439294786135,1,7,25.946695247981626,0
Stanford University,Mary Thomas,Network Engineering,2022-04-14,2024-09-27,321c92b0641b40cf436b4c22546fcc75e39b861b79bd552d369a791eea1f7461,0.6637308191478957,1357,0.8626362222480345,0.894056704230827,0.97727048469465,1,7,45.606698609631536,0
Columbia University,Mary Williams,Software Testing,2025-04-06,2026-12-31,2585406472ffa24c1c881174ae53995333c271ef5a8cfeb1a623eaad749a2a9c,0.9019515418587468,269,0.9157959703651996,0.9198447608571519,0.9741399556886902,1,7,58.08049164771364,0
University of Oxford,Joseph Thompson,Computer Vision,2022-09-06,2025-04-14,6d6e47c56e0ee2bc71040e79c076317b07060218a9bc06c625615e4c195cb632,0.8281256118488957,1212,0.8785220272747615,0.885578857070308,0.9594662479184589,1,5,57.82284376614323,0
NUS Singapore,Priya Williams,Big Data Analytics,2023-09-14,2028-02-01,9aeb4c115cd12282b9db4d65eb7098512af49b168ad7f66d7c8ceb137de4e0b1,0.9114518750498443,839,0.8036971622671574,0.991903478373999,0.7290129463908828,1,15,28.402979572029146,0
Cambridge University,Carlos Wang,UI/UX Design,2023-01-29,2026-03-22,5cbf86eb7b86f74c7c05d7366feea9195d6f65000ea4cc5681fe78e94c31d1e8,0.7756669759684325,1067,,0.8422096031899444,0.8741202309479883,1,4,116.02140421134997,0
Yale University,Carlos Patel,UI/UX Design,2024-04-23,2026-09-09,604c7e43fd49107f9373d8d556693bae58576f81acd570433af60dcc0e2b6b21,0.9235947355697314,617,0.7455389185026728,0.9496633591333372,0.6980727524350065,1,7,43.08057980480694,0
Adobe,Patricia Rossi,Computer Vision,2021-01-05,2023-12-17,5920e3ca4fd0b015765e66a68f344fd41dad98bb47d7b3b57ffc94ffc79a7263,0.778312038128095,1821,0.9471356140635034,0.8726418067574129,0.6319774749657766,1,4,11.56487343351698,0
NUS Singapore,John Chen,Natural Language Processing,2020-11-03,2022-12-09,39a54ddf671c767512778fa1aed147e4a956b2c817fb363c54139e9f26677fde,0.8873166772537525,1884,0.9186081332138395,0.8822010465123584,0.8800756622446099,1,4,61.56405088647401,0
Google,Yuki Jackson,Machine Learning Fundamentals,2025-12-05,2029-09-17,5ab1dce0a28cbe06ce6b97b6e96bf0bc05c210ad8c9706fbdf21ec46813a0973,0.814481633223729,26,0.7642021727056247,0.8850079784313077,0.9598241460530154,1,6,118.10558526042325,0
Cambridge University,Richard Davis,DevOps Engineering,2023-03-06,2025-07-04,045a84b00d00edaa79498c8af3f01146727d3675ca0634a5f13b805868a01128,0.7778743422928592,1031,0.9604697346580499,,0.819949790856889,1,7,1.6035071561289949,0
FakeUniversity123,William Patel,Natural Language Processing,2023-06-29,2023-10-31,aac9efaca8005892cd3f3a9960d3fe9befa63500d19f9aa715bb2bb7e16dab83,0.0656,916,0.2082,0.6322,,0,0,265.46,1
MIT,Fatima Thompson,Data Science Professional,2022-11-29,2024-03-11,7e68b3fe19de2eeac8fa3792e852a3f00cfc1d5515fcaaedf55c3ed9111b21a5,0.6285963061167206,1128,0.6878018732956445,0.8891081902881499,0.979515190871306,1,5,32.05675654969821,0
PMI,Fatima White,UI/UX Design,2022-08-19,2024-03-03,bb0ecff8657ac5f2472e42d8851dfcf5eb3eb0bd06d7d03461485e7ea91d28a4,0.7055297345763613,1230,0.7715935798144625,0.9123373105079103,0.9007789479373595,1,6,15.955083599440002,0
NUS Singapore,Mohammed Rossi,Business Analytics,2020-07-05,2023-12-13,c69164b484bb9a342a7e917a67a3596a06030ac69e73c3f9b9d8cf68b5e3c4f0,0.8298459814557692,2005,0.7485699639333603,0.928075265913427,0.9664716463844515,1,7,24.078553433620492,0
PMI,Christopher Smith,Digital Marketing,2024-08-13,2026-11-01,c26f0cee6f57f352034b0ecbd085eae7c4ab6df93b1ad760fc8c3c22b60ff52e,0.8193072435786256,505,0.668912310466621,0.9137231566393563,0.8901678105003092,1,4,24.10485359712576,0
edX,Karen Anderson,Data Science Professional,2025-09-10,2027-07-04,3a02675ba203e5eb0530d0832721896b9bc9dec3c3e2b8a14a1afc8a6aa1051c,0.94597353449874,112,0.635524120086029,0.8496081391851703,0.6635188645778372,1,7,41.341160444207866,0
Salesforce,Barbara White,Digital Marketing,2021-12-12,2025-04-12,cd4548d3de11bf6ee357f2e2752a30fff5d59aa650d068a02042287382434a7b,0.8704876361702728,1480,0.8886498112813119,0.8712892550433013,0.9513315698711983,1,6,22.61756009712827,0
Oracle,Jessica Rossi,Computer Vision,2024-06-14,2027-01-22,a5474a3cdd773d8bb409b5f3c36ed63e3d98871dcefd4dfece53dfae619e6dba,0.8082600298013292,565,0.9151112356498535,0.9350464576898248,0.7510284674789738,1,4,9.388196760981975,0
NUS Singapore,Mohammed Williams,Full Stack Development,2020-10-26,2024-02-16,8713af3adb2e38399461cec14f9a2a7073852a6999fd84378ffc4c674ec32c51,0.9349572803546493,1892,0.7936210039877302,0.9581641787451902,0.9159987799846838,1,8,2.410202186018785,0
Yale University,William White,AI & Deep Learning,2020-07-12,2024-09-07,bf217a75947717c8320e7827e515111817d762bd584622ec15bd445388149ffd,0.8288107258759592,1998,0.9508126700473637,0.9756095824392697,0.8077384087272045,1,6,16.912194091338456,0
Columbia University,Elizabeth Taylor,Project Management Professional,2021-11-28,2024-11-10,62b629e145609626ba40a2254864e7b0e71cd1e423fbf9f0d896b2ca047819de,0.8631238565139208,1494,0.8569229075630094,0.8968961372285261,0.8812694390545004,1,7,2.002801804967187,0
Yale University,Richard Santos,Blockchain Development,2025-06-05,2029-01-19,9c2d75d01be6030ec672c476e11f5e6b2c2547b24ad5a9726d6f7e0d13ad5c10,0.7634913634220537,209,0.8895186464886312,0.8491783185901903,0.7948744652640704,1,6,18.859747869325282,0
Coursera,Carlos Thompson,Agile Methodology,2022-03-05,2023-04-05,9b4ac07af3793ac97c39e77d0ed1d39b528655ef505c78895bd0189717da8b6a,0.7244072324765285,1397,0.8912758440793916,0.9487481195858996,0.7700248996672149,1,5,35.43786459547489,0
MIT,Ana Anderson,Project Management Professional,2023-08-01,2025-11-28,c24337dd5cc3be54ac0af7102202f8f7156b78a293c0f68dcfe2cd551d4daf26,0.6410591539565925,883,0.8929902051690219,0.9528561042340309,0.8469218318544249,1,4,49.41291358182429,0
NUS Singapore,James Martinez,Agile Methodology,2021-07-12,2024-06-30,a9dab02f42a827c7ffbb52998dd274035c7082a6d9bea385422a742ff4ebc2d3,0.9087352175004375,1633,0.8794723501778601,0.9483278634725775,0.8024898644483819,1,2,57.80341666030495,0
ETH Zurich,Pierre Rodriguez,Data Engineering,2025-03-19,2026-04-27,60236538646012a6751582f77c9e0748e82dfeb3e923b71bc532e4b410bb5af7,0.8787031461137298,287,0.8924526683513611,0.9283287281113921,0.8378303194699246,1,8,49.334490353345025,0
Microsoft,Arun Ali,Database Administration,2021-01-12,2025-05-30,cbae1d5c8b7cc027e81d220caddfc08cfd53743937f9116ef5638ff273bb0486,0.7452414953560944,1814,0.9486491362388865,0.8315054332054711,0.9612625651578384,1,7,7.991055090471825,0
Udemy,William Chen,Data Engineering,2022-07-10,2026-04-25,8f7e25c065c065d6adae5cb20acc70e52871e24b436c29cfcd115d4f2d820350,0.8225480219172462,1270,0.9623591975508377,0.9175847116904177,0.7901848349832186,1,6,8.858907508095374,0
TU Munich,Linda White,Network Engineering,2023-05-07,2025-09-05,81e07f5cc47c0bdf031f37c92b9e08414a6826eb1e96ea27152b4363cc5590ec,0.8944385693770806,969,0.9871362961973906,0.9440256311882687,0.9777244122113694,1,4,46.96691968335909,0
IBM,Richard Davis,Business Analytics,2021-04-13,2022-10-21,207244e5defcbf4453cbebfca468a917f9af02bbd3d6bf1c4d06c6c7f9c89f8a,0.8402722181123385,1723,0.9300558585761022,0.8834380359007228,0.9069937750739006,1,5,30.951031922666697,0
edX,Richard Rodriguez,Cloud Architecture,2025-10-29,2030-08-19,68544319f3dc3f8f56d15f397f90cf3331a4b599b6d7e52f21e60e33f1b13cde,0.9468014682966164,63,0.9226647405020157,0.8650327793606836,0.7851763759815737,1,6,78.0459545416808,0
CompTIA,Richard Rossi,Full Stack Development,2021-11-29,2023-04-25,715cf77abdb671608e2b5d770c66fedc555cc8d553efe769525a017a5f6f99ce,0.874553290876871,1493,0.741928217222752,0.9117695979044024,0.9350951340954358,1,4,94.30399641179577,0
PMI,Yuki Davis,Software Testing,2021-03-29,2024-11-20,8f272b896fafdedbc12d4f2c7690afa210aff3cb894f09a8da5edeb3f14579c5,0.8298071739999929,1738,0.928929275627742,0.8872601543541885,0.9847259928767458,0,9,1.988120840688175,0
IBM,William Davis,DevOps Engineering,2022-08-11,2023-09-28,5da7792a9c309970e51cc45fc87f696192cf992509779c895bcce067d60c0b44,0.6889429062708872,1238,0.9279571620781858,0.957895185695474,0.9686093791403144,1,5,2.799938496075286,0
Johns Hopkins University,Sophie Miller,Natural Language Processing,2021-04-26,2025-12-21,b10d39d0471c9310d1b2560ee7c24d650edee532d70361ddbce591425ac8ed74,0.732772038304986,1710,0.7374120423971062,0.9343648286374544,0.828228984118774,1,5,40.71023612039473,0
Columbia University,Joseph White,Database Administration,2022-01-22,2024-09-06,ac2c3903b345bb0cd52c031757e539a7d1f303efac26e354ba941af07281d588,0.7175378360835156,1439,0.8636378718274035,0.8824567291438475,0.853489893167546,1,9,64.59534567453595,0
QuickCert Ltd,Robert Anderson,Blockchain Development,2023-02-08,2025-10-05,d7127b4c1825c6bf780930cbfd57f9b063d3fa737a3114308584d99aca670c30,0.1234,1057,0.586,0.7309,0.3518,1,1,57.78,1
Johns Hopkins University,Christopher Miller,Quantum Computing Basics,2021-07-05,2024-05-29,5eff623d8d6f1a5e70379ea55bf3a822a352dbdab82d0fe72f8c60203a7e64c4,0.9060454028310392,1640,0.7500479185395168,0.9112041644568996,0.7850273426017705,1,6,23.289803240846872,0
edX,Sarah Smith,Natural Language Processing,2023-11-07,2026-09-24,b22e45898248fe5627ced61b22c0ae757bba9e4fdf81eaf6fea32af8086704d8,0.9686851722871466,785,0.8984381347507058,0.8642220808054967,0.6659171896297724,1,7,73.97219382309677,0
Microsoft,Mohammed Kumar,Digital Marketing,2021-04-03,2022-10-12,244f02a8d908de60a9a251769cb22aae41bd788b54ec8469be9c49b410fd13eb,0.662702026706981,1733,0.8111514437668513,0.9069338719694241,0.7920616072238442,1,5,115.09503075689528,0
AWS,Wei White,Agile Methodology,2022-06-29,2024-11-24,5cb33e9e023b2642354b1637a26caff028ecc3a32731e2541988b27d0473dde0,0.8447536955805667,1281,0.9441567852078964,0.9548530781424819,0.5976503186600378,1,8,4.673280689486697,0
NUS Singapore,James Dubois,Blockchain Development,2022-10-03,2025-04-27,72dd4f3303e93743ce7b686a3626ad764872cab0634c0732720504f6b1834684,0.8188893498700741,1185,0.9352270606115984,0.9242025086347331,0.8410613243801468,1,5,10.165398230787023,0
Stanford University,Patricia Johnson,Cybersecurity Analyst,2024-04-16,2025-10-12,77440620642a84ded5dd484b36c0db34e23d03843e536d74a154ccbb8ad65ca1,0.8909445042448259,624,0.8476509388966852,0.9199835260712153,0.9919853277101838,1,9,47.5794450304852,0
MIT,Patricia Kumar,Digital Marketing,2022-03-25,2024-09-21,98f4106a1b8d05baae3eb368863aba780a1b80fc9db30782dd8eed387b6c1849,0.8379128037720583,1377,0.9858545468776005,0.9428606531846258,0.890888161733222,1,4,97.71266118661313,0
QuickCert Ltd,Karen Hassan,Mobile App Development,2026-09-17,2027-05-17,7903a5d2bc7dbff2a88b689e169f58d822d683b06a25fc87b413fa1fba3e230e,0.3189,-260,0.092,0.776,0.0634,0,2,5.24,1
InstaDegree Corp,Sarah Martinez,Database Administration,2022-06-24,2026-08-30,838fd033,0.0759,1286,0.4294,0.4893,0.0971,1,1,1.87,1
Adobe,David Hassan,Mobile App Development,2024-04-08,2026-05-29,4c8f5db5e1e03c564dc4369e646eb584e445564382f37ffe13fa23557fa67dfe,0.8539342158414978,632,0.9045199892792336,0.9907370075839876,0.8842456899702105,1,4,55.10975490424356,0
Cisco,Mary Rodriguez,Full Stack Development,2024-12-09,2025-12-17,0bb60e6015e2ce04ba78d33433ee87ac5ba1bce5cbcb794728b1134adde7375a,0.6328933574152157,387,0.9196409037432633,0.9489900671656765,0.9831568518162743,1,9,4.779272776114655,0
PMI,David Garcia,Full Stack Development,2023-09-16,2028-03-31,0b24b1f2c07c7551981415209a864d43792bf4ef9677d59a48ae0644e577c25f,0.530456021903154,837,0.8388137379180325,0.9317398550255709,0.7428150002476737,1,4,22.074094958610335,0
Harvard University,Christopher Mueller,UI/UX Design,2024-11-23,2026-04-18,57ba1ef9c1d2f019d2f625fc6d97f8aa6ce67e41e793c8f7d301256b5cfb0bd7,0.9098817065289339,403,0.7919203563143404,0.9891139475503685,0.9081166220332104,1,4,56.5826453631727,0
PMI,Pierre Jackson,Robotics Engineering,2020-12-03,2023-03-12,6d15b75f2672449c9b16f854bd0001cc5dd30c5afbfbf5e7e1e54d9e10e1e3a3,0.9835528601262093,1854,0.7490145493964635,0.9005626733302691,0.9891272506501572,0,3,31.80285230970438,0
CompTIA,Patricia Johnson,Agile Methodology,2022-04-12,2025-06-17,f64d4ca456dbb571c5372ee093d67fb0407a2c9b4ebfe66620aa74b2ec5f4722,0.8222461844489571,1359,0.9784798666811301,0.9453011303448524,0.9446072668192562,1,3,3.1151813463800524,0
University of Toronto,Wei Martinez,Database Administration,2023-11-01,2024-12-28,07b0fdcd2c55d9d06f49221e37cdfd1406792798dfe5004dd9f2c55f54c0269c,0.8313230626137644,791,0.681391580901415,0.871823362786928,0.9580894312192887,1,4,43.01935609408991,0
CompTIA,Jessica Rossi,Cybersecurity Analyst,2022-07-04,2027-05-22,7d30716f0443d8cdbbab8f2ad1edc277c0ccae7ec35622773565e3535e7cc838,0.9500752910088055,1276,0.9670496998939764,0.9383994852874473,0.8797786323956492,1,5,10.083727492159865,0
IBM,Mohammed Harris,Cloud Architecture,2020-06-01,2022-11-21,2a782ec2c750c84debfa2e2e46bbe794d9dd6121669c5af98bcffa23324a5221,0.7011010144817498,2039,0.8105271524821771,0.8904540928361936,0.8692280486710444,1,5,40.137846663741456,0
University of Toronto,Thomas Brown,UI/UX Design,2021-06-15,2026-01-17,e4744b1fb79eb6ca9f3b82a80b8c074a050a3ee9b68332348f9cd6f25b7275a7,0.572839700946466,1660,0.9518094621296422,0.9070008037373648,0.8231373377164813,1,5,21.703830848553533,0
University of Oxford,Robert Hassan,Digital Marketing,2022-04-21,2026-12-10,0b50835dcbb36ada87d488308022c5c68dc590a8699e96f15b8f98c6bbb68b8a,0.7691619948387085,1350,0.9463108538028356,0.8980967216251458,0.9609365719692525,1,11,6.536367152204472,0
CompTIA,Christopher Kim,DevOps Engineering,2021-07-03,2024-04-19,0e73b993d5ec720ceefc3a4f1e6dec8c4974ef2721a41ed2146aea000922a61d,0.6596017762836307,1642,0.7086626567415187,0.9709062207030538,0.8309451469058975,1,9,21.472346218840286,0
Adobe,William Jackson,IoT Development,2022-04-14,2026-08-11,0763d4d173f510526d337596e2e2331cea72b530272c643e369df6a0cce1c081,0.6293871006584505,1357,,0.9776160405219918,0.9238614365695024,1,3,31.177595813752724,0
Oracle,Susan Tanaka,Data Engineering,2024-02-22,2026-03-26,60ffacd9f76ba3b69fe6a80c2a733e88c2482c7099f5d70a50ebb2320e4a1d45,0.9397047863674202,678,0.6934524296234346,1.0,0.932174701980028,1,8,18.674182488716042,0
edX,Sarah Kim,Data Engineering,2025-10-31,2027-09-29,2a8462c60915ace7345d2df7879205f1a62c94e5b6694ae9a55bde178c830dbf,0.5028663759674261,61,0.9488203782887814,0.9633669916835667,0.7395432868873396,1,6,16.542359886265643,0
University of Oxford,Richard Martinez,Network Engineering,2022-09-07,2026-09-27,0ff48ffbb927ee8f7525d58451563116cb07fa070eb05029aeb8364786f25231,0.4911277585822294,1211,0.8343223364899841,0.9073344844452078,0.7494653504914309,1,3,68.31555643242832,0
Cambridge University,Fatima Ali,Project Management Professional,2021-11-09,2023-11-15,ac157f8ef28438aea596cfacd45aba5ddc074b4dbe53a82fbfd6b7be3082c318,0.7420351443070738,1513,0.9611982097288055,0.9589460173242804,0.9698578984602685,1,5,11.267797482002011,0
University of Oxford,David Rodriguez,Software Testing,2025-04-24,2030-02-08,cf3c8e316db0dcce5605f8255841e63a76d609fcd7f568d0c8369c20f606adb9,0.6716319863245923,251,0.9702496187420321,0.9211546449586439,0.8657639390167389,1,5,27.94980763877917,0
AWS,Christopher White,Big Data Analytics,2025-10-24,2029-06-08,9fc8e3663e6ec094317a2e129b5419a19625c5ad860a0bfeba5f4545c60d47a4,0.9287052643275547,68,0.969532284848818,0.8758718280947537,0.8336221152389971,1,6,20.270136477177136,0
University of Toronto,Pierre Kim,Computer Vision,2023-12-24,2025-04-05,edc71f6d2bb3a5560a14d354369e46503e4556df8823b42f5f5b6db5ff98468d,0.8538602585631343,738,0.8765950804862392,0.9023128670558683,0.9465665211922782,1,9,20.00778717472025,0
Salesforce,Priya Santos,Full Stack Development,2023-04-18,2026-04-05,a0c7f74a2133352cf73f40fd2c14ebfe7b04140645fad8361a000181c0a335d3,0.9699056753535249,988,0.8233913994120041,0.9090125893819423,0.9796860427862691,1,4,46.94106119329041,0
IIT Delhi,Joseph Wang,Database Administration,2025-12-08,2026-09-05,b878f7aa3714694eb7e082e5f5aa2f3b320db2c0e558fd709b6de5079de98dc8,0.2359,23,0.2386,0.4708,0.3846,0,2,70.34,1
Salesforce,Jessica Thomas,UI/UX Design,2020-05-30,2023-09-25,d0970de03ddc95b96908e38d35a86b9f9e63b6c479075399ee0883633b064269,0.9819871800983119,2041,0.671490399638752,0.985200646140758,0.8153457942250715,1,5,67.5393378769272,0
Coursera,Robert Harris,Data Engineering,2020-02-05,2022-03-23,a1fbcfb7cc232ca10189eb33d45e3acec5a1a2c847e7efd80a1248175a94e19e,0.8352668289269704,2156,0.8912673564338998,0.9320901035777874,0.9143880797555508,1,6,12.986134447427641,0
Cambridge University,Thomas Davis,Natural Language Processing,2025-07-03,2030-01-14,88f05574df348e3c7a8b79662491d8a2ca91c2b2c5b02b6008d2d9908599cb49,0.8013528021105235,181,0.9252820863336395,0.8994375122653216,0.8770602194037684,1,8,12.174730558489165,0
Salesforce,Jennifer Williams,Cloud Architecture,2021-06-08,2023-03-05,cce7da51475214fbf2a85929663847d4743a096160bc25ad0183b5e80eca0fd8,0.7764390001926755,1667,0.894076950327321,0.8527385498491451,0.9668051984387204,1,5,40.648106398948286,0
Stanford University,James Dubois,AI & Deep Learning,2025-02-06,2029-07-19,ae681db88a686da23b553d50ee1def8db04d697e45c31b50e129a1b54ce8087b,0.90402118788877,328,,0.8206100417280892,0.8385316478159577,1,5,8.766282876596105,0
FakeUniversity123,Christopher Santos,Natural Language Processing,2023-05-06,2026-12-30,f95a5121252c02bab7c250ecf67734e206af5c0fe10af45b12d4e5b3092c5103,0.2302,970,0.1645,0.7958,0.0894,0,0,84.11,1
AWS,Jessica Mueller,Digital Marketing,2021-05-05,2022-06-08,0a4018132c73c3d00cdf7bd88f64c7992c7f4fda79cd88a797d4449a11a389de,0.6026435489303916,1701,0.9560090625392609,0.9078937543231027,0.9264923272020863,1,6,6.326436410598381,0
Columbia University,Mohammed Williams,Cloud Architecture,2020-10-17,2025-01-20,2c57907552f3433dc636a80608cb21157c447ea4740e007b60290d82dfd11f28,0.7648668530827141,1901,0.8146047922039739,0.9622841203534133,0.9179843438091952,1,4,1.418280005067029,0
Adobe,Fatima Wang,Data Science Professional,2021-08-06,2026-06-28,8bfe746ea69530852d67301409c6d628cd5f031c4a077eb125c0825b350c5465,0.833319824880676,1608,0.9593891752672574,0.8160646385620758,0.9270741395008804,1,4,2.507934045433283,0
AWS,Michael Thomas,Full Stack Development,2022-08-22,2025-01-26,01c7644e5a3d7128432450a529cc04d9ccb7cfcd9f35b03a419bb5b8f67abffd,0.7851999002120826,1227,0.8601837206553413,0.864534640574353,0.9002468910233259,1,5,13.504295453434445,0
Yale University,Elizabeth Ali,Quantum Computing Basics,2022-09-13,2027-02-02,04750b52ec2712c929e0270a5df9b9f41ec23eed94c4fe3515cb91d46e1ac083,0.36711421748520806,1205,0.7010500454348069,0.9607799813869043,0.9781522994691568,0,6,59.352780935625404,0
NUS Singapore,Mohammed Smith,Digital Marketing,2024-12-01,2028-04-25,72399db390ee9556c0fa036552942d3f80608133d646b8a5d8b17c3af0e39a2a,0.8347091047463336,395,0.7291651550345911,0.8101074654382677,,1,7,29.510471375007672,0
Cisco,Karen Williams,Robotics Engineering,2024-02-16,2027-08-24,574b782eaca7983f170817abd559ee0195dd45a2551ba1b62a9961f6b58a76a4,0.6557113541125235,684,,0.903953877005281,0.8956119201814112,1,6,7.583181094662467,0
MIT,Robert Williams,Project Management Professional,2022-04-05,2026-06-06,aea28aa7a644a7d11caef556e8d94e8ceaa5de64e6c9a6a4f42191f97deec2f3,0.8350790777094129,1366,0.8088511096736436,0.9550373968134279,0.844895686741395,1,6,2.393785148886956,0
University of Oxford,Carlos Chen,Blockchain Development,2024-12-10,2027-05-19,990eba3be0d05a61ac3630b9eab37eed3395baa5ea517fb18aa18cbf4a1f1859,0.9363771303402099,386,0.7838047613736797,0.9349069772125406,0.901963324834394,1,8,0.10437129484868563,0
MIT,Mohammed Tanaka,Software Testing,2020-01-17,2021-06-13,859143b9d6f47550f62b16a73412dc057d2ca3e0e57b0f693e145abad93a7dca,0.6771599021890913,2175,0.693159032418446,0.9166480439060775,0.657998507420473,1,6,0.895382189871088,0
Johns Hopkins University,Barbara Kim,Full Stack Development,2020-08-23,2024-03-04,c80e1022b4ba26646f41b21022cc6971700033a6bd7c0ad836628db805c8705b,0.9125218850288508,1956,0.5322822838135327,0.9735302859683915,0.8135611748540594,1,5,28.731269789005733,0
Cisco,Susan Taylor,Cybersecurity Analyst,2025-11-30,2027-03-06,b50cd1a6c387154f76a72fa3cca538afc03bbb6a080ef0848cd72cbfc1e33255,0.5644150195904399,31,0.6794067686837436,0.8518878981992478,0.7981863981093885,1,8,13.474306435643694,0
Columbia University,William Jones,UI/UX Design,2025-07-13,2029-11-21,98bb622c5ce969298fd9c0e377da03618c5cd7f22ede634321490e8304b04bf1,0.8813833784880926,171,0.7842652233542664,0.9224192559142902,0.7596360819857817,1,2,129.44253253600135,0
MIT,Priya Martin,Full Stack Development,2024-12-07,2028-08-08,acb2c3ed005bf24530373cb0251353c386ddeb17f149f5793e4a8d45717d29f4,0.6873043335050601,389,0.6796639546326325,0.8695123373653203,0.8755074318549116,1,9,7.7184203695678795,0
Stanford University,Pierre Brown,Cloud Architecture,2021-07-26,2024-11-16,d0177ab3032fbbb5a0817801fbe540782c0e89f6da7669c342c32378e08ce572,0.8932853225879777,1619,0.7545144413739684,0.9492693998016508,0.9079630619945621,1,5,21.68056083220088,0
Udemy,Karen Tanaka,Full Stack Development,2022-01-26,2026-03-31,5dff9f0f94ae026150ee0b2805c9c6d1a0093e3b850de200b365fd72fc098cfe,0.8145817003449866,1435,0.9377751588897679,0.901742111987464,0.7177896467070103,1,8,40.14383448684192,0
Oracle,Arun Miller,Computer Vision,2025-05-29,2026-11-13,afdd929c7bac9730ec18fc09a8acba6a43f3599edcaf5c071703e8cd3c2e9e89,0.7352123369657342,216,0.8706746836007272,0.8885637995698461,0.8991909823333901,0,8,57.09620637801561,0
Oracle,William Johnson,IoT Development,2022-07-18,2027-06-25,19d6eb101043050b36f5dbd17d945f4a6dcb38d8a022671a37350b45e89e2756,0.6856478651192486,1262,0.8326399243102649,0.9501678339279571,0.9304387681485417,1,5,93.69792064029684,0
Yale University,Sarah Kumar,Project Management Professional,2024-08-31,2026-12-01,aa56d24cd72c364fd78609efe49d7d12272ed834800e7a3b164b2a92ff01a74c,0.904550326423577,487,0.7785000105103582,0.8228473045956661,0.8475636252431931,1,6,63.83829496429607,0
Columbia University,James Anderson,Quantum Computing Basics,2023-03-01,2025-10-18,6c3198bec732a7597a8b7e9a7b1830dbca4907b0850cb3533dee8c3f58fede88,0.6910553935063681,1036,0.8350187139904074,0.8405326982091893,0.9382883278394112,1,10,6.372546167045968,0
Google,Mary Thomas,DevOps Engineering,2023-02-03,2025-01-02,e099835afc9c7427e5b9240793080a6f6566e4776af2c712f7126dd0ea431959,0.9327494691052316,1062,0.645933059148744,0.9694412790945554,0.8484743281605536,0,7,15.005423089752469,0
CompTIA,Robert Tanaka,Data Engineering,2022-01-02,2025-05-12,b4facff1f8652b0a9bd3e944f2c568abd47a349916cc234eea2e8ae4e189f892,0.7416024811556785,1459,0.8605754982893475,1.0,0.6698844877739258,1,6,10.884680174466157,0
Coursera,Sarah Dubois,Blockchain Development,2024-05-16,2029-03-27,af512e111852b2854cdd1d834338a2c0df640b74091a66bae6bdeb73a338d745,0.4515832925762048,594,0.9704652061386211,0.8262170685599863,0.6715972148348603,1,7,31.876854617111505,0
MIT,Susan Kim,Full Stack Development,2020-03-26,2022-04-06,0843b6ae614e6d50afaa4c44e9529ea9bd424e8a4768c360b211f738a79e7bbc,0.727727019628499,2106,0.6961772981676653,0.938360356685276,0.9832076513730953,1,4,1.0317729856414914,0
MIT,Priya Chen,Cybersecurity Analyst,2021-12-25,2024-03-27,69e517fa723d67141e1a6443f5d48e525abc15f866d8b2a8e52dc00e2149fa99,0.8296141502229833,1467,0.6293644753074585,0.9308311174092968,0.9655995355481237,1,6,7.618330393428571,0
Harvard University,Carlos Thompson,DevOps Engineering,2022-08-06,2027-05-21,a3341f972c054559dd2a5cea1e1f5e38b9ffff823c893756fad501adb3d13602,0.6730996359328202,1243,0.7149801379211239,0.9419305972851,0.9497979550008936,1,7,46.25414253235521,0
Harvard University,Christopher Rossi,Machine Learning Fundamentals,2022-09-17,2025-03-26,48603b68a36811379f94940e333e32a945bd6cd8856677a35c657f317d66115c,0.8581280304108727,1201,0.8680280089218426,0.9776930160835676,0.7922628052706984,1,5,1.6915060307703849,0
ETH Zurich,Jessica Hassan,Project Management Professional,2020-08-10,2025-04-08,64e8ecbb6a702394fb050874a6230debdae7d73a9a5882389e40e20523991971,0.9490693665874422,1969,0.9831778971708863,0.9381325860591211,0.8081940543431837,1,11,67.42969044147524,0
IBM,Carlos Santos,Agile Methodology,2020-01-06,2022-12-03,4f8c4c2f27df345c140152de64da610c3eaaac50a23f122648ba6bd5a9340807,0.8923101960120813,2186,0.7764872386294153,0.9206959871612796,0.8772140390544796,1,6,9.941775990310992,0
Cisco,Karen Hassan,AI & Deep Learning,2024-09-03,2026-08-15,9f1c6d9d623f9e26b09e1194df31c03540f31f181d69fe0545880f279cdb1b9d,0.9067366713400221,484,0.9537025732727687,0.9040748113121572,0.7122309264366564,1,3,27.21491909354697,0
Columbia University,David Jackson,Project Management Professional,2025-09-14,2030-04-25,2213bde7814872805c778b26ee4b0241c58e495f2099de77e85f4c15556154ac,0.859484960093932,108,0.9860170142996084,0.837457159403537,0.7413128576572358,1,6,92.33581803954624,0
Cisco,Pierre Mueller,IoT Development,2023-02-23,2027-06-28,a00a442903631ffdbf4cc94c25d17c6ee8aef66eaaa3cf67e45f76737e7ee82d,0.8228071106539947,1042,0.7797314386745443,0.9690060397311482,0.9052344348203251,1,6,2.6918018682535534,0
edX,James Hassan,Network Engineering,2021-12-24,2025-08-12,b49113cd39230ae5a58997435d1348e298baee71694060deefe6cba5e6e6976e,0.7497131442840277,1468,0.8990277356307578,0.9068670239841916,0.779409832805814,1,9,2.1268632037864537,0
Cisco,Sarah Garcia,Cloud Architecture,2023-11-21,2025-01-19,b703b0347634425ffe8ab06e7e51b21203e4359aeaa3639c6bf42135924570aa,0.8513627681272007,771,0.8418194948184974,0.8809370417329975,0.8581682328645344,1,9,1.4116158365198617,0
Coursera,Pierre White,Project Management Professional,2021-07-17,2024-03-18,1d3af075fcec721e9fe4488fd0871ac76abe6fcfc90822b6d473e32957ebafab,0.7434911487422083,1628,0.8093487405060675,0.8199676061299279,0.951087748133511,1,5,39.855276028785376,0
DiplomaMill Online,Pierre Hassan,Full Stack Development,2023-03-11,2023-05-15,81fd4e4b,0.1637,1026,0.1053,,0.0383,0,0,171.28,1
Coursera,Fatima Garcia,Database Administration,2024-10-02,2028-11-15,9d9fa6defbf0436e553205dcbc67adf17153d87490e9c391090de563ae7d1890,0.9914465376355228,455,0.8999818145496506,0.8858438244348626,0.8647264283323238,1,6,2.09880666907909,0
Harvard University,Barbara Jones,Full Stack Development,2021-10-17,2025-03-26,d92bd0005425cf389f72be62684dc4ad5d4c89e2bfdf3760af516914ca68ba96,0.6072572337852552,1536,0.8356333642818279,0.9665186014328406,0.6935907815469834,1,4,14.707149249443187,0
Adobe,Robert Miller,Robotics Engineering,2025-05-07,2030-04-26,54d72df2a61bb8bd7242c77bc58cb4eed2e159dbcf25f0dcf4fa9bdb9e9520e4,0.7613669261383895,238,0.9293580028254017,0.915527097537634,0.896580590985445,1,5,3.345886658605673,0
TU Munich,Robert Chen,Digital Marketing,2023-09-16,2028-08-21,6edfc630ed088ba952607b5bcd1a4d82ee70dcdeb24673365c363d32a5b8c926,0.8898072892325763,837,0.9662076925312948,0.9250035930359596,0.7997997265030867,1,3,0.4692123799010759,0
Harvard University,Priya Johnson,Full Stack Development,2022-02-04,2027-01-03,2061e9b4ffd5a039ba7640c0e999a4e1659dcfb29b6a0a112a41cf148e2d4502,0.6645217056660432,1426,0.8643451292740014,0.9572716428240167,0.5612941782576362,1,7,39.38772568290388,0
Columbia University,Patricia Kumar,Business Analytics,2023-03-14,2026-08-05,956812ed8ac84f4cba014bca1dcafc2cde6bba940aa8be41ab7af059898f04e3,0.8097870052920748,1023,0.7279470149263689,0.8504761503279705,0.8710119934392716,1,5,102.70478997226542,0
Cisco,Wei Mueller,Cybersecurity Analyst,2021-07-29,2023-07-06,d044ab16e28a597911b0dccfa1007f874306ecb1e1f3276d5ded74e5cfe90603,0.8953118715030071,1616,0.9273425457315819,0.9210464601194597,0.719729750697272,1,7,6.041806636242859,0
MIT,Ana Davis,Natural Language Processing,2020-08-09,2021-12-26,2a86a4ec112e27160f2aa377acb9f832215368e1fa7b58cdcf0fa6f0fcd7b1fc,0.7000433101534198,1970,0.7911602486009893,0.9328746836109263,0.7867501769943054,1,5,62.72572080479521,0
NUS Singapore,Michael Martinez,Data Engineering,2022-02-02,2024-12-27,f2f0a9365dd175d19cbcbf2479a5ac8c737c16487a572e9f8c8ca7aaa1c542d0,0.7361439690930063,1428,0.9124357018069136,0.8880965071514413,0.7940518159529473,1,5,87.3812976803196,0
Stanford University,Priya Santos,Robotics Engineering,2024-11-14,2029-02-14,92d45fa0d89ca5798ec5bf7f69c60ccfa9cc4329b7c5e09b1a0de1aa93d42cc7,0.8189864368894427,412,0.6815019869599456,1.0,0.9605866921544176,1,5,29.354010028883515,0
Yale University,Sarah Mueller,Agile Methodology,2021-12-10,2023-09-24,83eec30811eb676fabfd2c2deaec21688b6de0949e445fb25571ebaffddabd40,0.7575403109556899,1482,0.8795108664315415,0.8440442931750659,0.8449317774822401,1,12,19.5000694089105,0
AWS,Karen Thomas,Robotics Engineering,2025-07-03,2029-03-24,605ecbaf529401e07168923f790b2128d7016af424757056ae3603f9f5ef7298,0.853702801695854,181,0.9615276044088721,0.924963413255241,0.8486129681260542,1,4,9.695308321652474,0
Harvard University,Mohammed Harris,Network Engineering,2020-07-08,2021-11-03,9dcd3914d0c353b2ee9ed04ba96104b99314811a4c09a98f6623eddaeb5c93a8,0.9124261215750106,2002,0.9890607443587942,0.8532208733373334,0.963953945166746,1,9,12.180877432338637,0
AWS,Fatima Williams,Agile Methodology,2021-04-13,2025-11-13,4a3211a928a9e944d490383b9b2e21914a009a4d5537bac51e4cd7ad99b59a4f,0.6627361618022228,1723,0.9519417313620849,0.9936492167670117,0.9413836124592453,1,5,82.10187478022426,0
Johns Hopkins University,Ana Smith,Robotics Engineering,2022-07-31,2026-06-18,d6a3ac4479b9570fb932473c76ca57d6461348087a7ad013a93e334dbd0f340b,0.7164019424567344,1249,0.6549091346348045,0.8345052465925797,0.9384803122414435,1,8,59.791455035219826,0
Harvard University,Michael Garcia,Robotics Engineering,2025-10-10,2027-12-21,a2281f63c204f3e9d1eb8c13f1d74315861446f0debd8848eb9bbec5e724311a,0.8380804857348704,82,0.8473250674616235,0.8972083346987967,0.8324528207819224,1,10,1.6421676815014792,0
Cambridge University,Michael Kim,Machine Learning Fundamentals,2023-07-23,2027-06-25,2e6045d5e78f0a8bf3b1fa8f100824e53d7fb6a21ad50e1f444dda579a97d0a8,0.731670360156383,892,0.6988727088926816,0.8983732369738068,0.8946991732652693,1,4,0.08855963173930756,0
Cambridge University,Arun Mueller,UI/UX Design,2025-06-02,2027-12-04,a07a2d7bb9b45e8c3e88683857858c8efa26eb02aac94b52f8539710c3eb856d,0.8652997495290877,212,0.9265489101513912,0.9054780454337419,0.8986100574970609,1,7,4.378207378167455,0
Oracle,Mohammed Santos,Digital Marketing,2025-03-28,2027-04-18,bc97d95da70856b2a6e28e298ff039454cdaa8d26fdd89a1793035d6585ad7e5,0.8000082648712614,278,0.860464829774534,0.9286253155143569,0.950698652317292,1,10,8.118955058275734,0
Udemy,Mary Kim,Big Data Analytics,2024-11-20,2026-08-12,d8dc6ae2e776adf53b78c2046fda97cd51183e2d00e2eb081aa2275db8cc1845,0.9369451712858823,406,0.562224945959308,0.8712457390469387,0.8872892396161378,1,6,66.60388573570174,0
TU Munich,David Thompson,Quantum Computing Basics,2024-12-11,2027-09-17,87c5ffbcd40bdaf0778ffdbd02da83a9148c599ec100d3810c517ab0b8ca4765,0.9093039307212719,385,0.8871438125848982,0.9090844456385921,0.7941167008140606,0,7,6.159863354873677,0
University of Oxford,Jessica Anderson,Computer Vision,2022-07-28,2024-05-22,350512e51f85c1ccf9b3103de38b440ea2ff2aa42d3346533c82f664a86be427,0.9633461616661642,1252,0.9910830847148984,0.9237321925219609,0.988969256207375,1,7,13.90383782815678,0
PMI,Michael Davis,Project Management Professional,2025-12-21,2028-07-17,d3c91ae546c883b5d0742c7d9693d4ca34e5d488eedea6b392d66afadfa90ece,0.8722568003459737,10,0.8280422488828472,0.9136716500099004,0.9831802045193065,1,5,81.1468279836933,0
Johns Hopkins University,David Miller,Digital Marketing,2022-12-26,2026-02-02,3415a01e3b9124c7f40f72d00dcb51bd118912dec880d378083e1f5f624ae975,0.7461678747974487,1101,0.88175044239947,0.8822686317807722,0.9580153424255414,1,5,27.697399300105772,0
NUS Singapore,Linda Wang,Data Science Professional,2021-12-14,2023-03-07,c56fca0ac33c6998754e07c7f12deefc31d647df696968cc92df11082493c7df,0.9509671164886423,1478,0.8385893350286733,0.9759270704667975,0.9862750647273245,1,7,26.3310676576117,0
Cambridge University,Elizabeth White,Natural Language Processing,2021-06-02,2023-06-21,fb06be9d9d1e0fabec602f3ea93d1752ab85c789b1ded23011a19d2628f4c84c,0.9269715676683008,1673,0.8606215933837176,0.908316893542096,0.9598246021771486,1,4,59.167273928110994,0
QuickCert Ltd,James Patel,DevOps Engineering,2021-11-17,2022-05-17,be3238b47c57932ac55338fcf2ef2be9cf8401bacb70a8aa51b792a79f82bb63,0.0494,1505,0.437,0.5509,0.4904,0,0,372.65,1
Salesforce,John Garcia,Project Management Professional,2024-01-30,2025-02-15,4d94fdee7bf2632eedf7b5822810647b32ae2fb829f42e6433a8c6465b07b582,0.8818512606477786,701,0.6884930234426953,0.9279079237094094,0.803025878187901,1,4,27.031786397577555,0
University of Oxford,Sarah Smith,Quantum Computing Basics,2020-12-02,2023-10-01,3b8591f5e5db6000b1b58dfba8d061d96f74916842a022c65ce56df3d672dd0b,0.7526821520694046,1855,0.80609065519058,0.8536873249080735,0.9161366288197713,1,6,15.45544265672659,0
Salesforce,Patricia Anderson,Network Engineering,2021-05-31,2025-03-29,bad356cabde914db91f800b3b5adbcff2d02b7b7ee7c6132df4c8aefbc1aadce,0.7646247159721493,1675,0.8627013836663305,0.8961139510314574,0.8871600936605074,1,6,5.572361170533536,0
Salesforce,Joseph Martinez,UI/UX Design,2024-10-04,2026-07-09,35fee16dc05cf16d768d2410f32b588e75e787c5b48845f94406cf6cabd97d0a,0.9012297170992049,453,0.806581427062252,0.8674192971798648,0.8329384817757751,1,7,32.471304447502334,0
Columbia University,Pierre Chen,Natural Language Processing,2023-10-13,2028-02-20,3d3a19298aa9a1a9f34e1b0f84803b5effad9262d0ac7ad0c3b2e558534b2792,0.2701,810,0.4,0.9547,0.1165,0,0,36.92,1
NUS Singapore,Carlos Kumar,Software Testing,2020-06-02,2023-04-07,ca09f269e328328bf98f355fdb90cd0a0db287fc7018ad37999c1a2ed92cf1a6,0.45152572286591747,2038,0.7999976892078231,0.9433189779752016,0.7373367928884087,1,6,11.092430049249037,0
MIT,Carlos Rossi,Blockchain Development,2024-10-11,2027-03-01,38bf5ecbd8b0b3e82e8d8fd5b4804548ffc16177fe6652c89c7772645fe06c04,0.9693705166939338,446,0.8272383510891579,0.9386649235432182,,1,4,9.480753726358474,0
IBM,James Johnson,Database Administration,2020-03-28,2022-12-05,5810bf87eecf9ccafccdc3058c48ae3173c8f2036fff84afd81b3c74000fcefa,0.8503280948283749,2104,0.8799543920257963,0.9248959928048229,0.8704149475216257,1,6,13.085415757220332,0
IIT Delhi,Mary Hassan,Computer Vision,2022-11-07,2025-02-08,0a51bcb1ae1eb0765bed8c6bc7ddf2aae7baa64e062b5fc0bcd2db43d3b9efc0,0.47538631145745863,1150,0.9957993092425834,0.9641501481185526,0.9258558818823138,1,6,17.89106701473065,0
Adobe,Yuki Patel,Blockchain Development,2020-10-11,2024-05-15,e7e5f2b0f736bc611cacf14f242ffbbc1d57a9e2131c98e0c66f9f33dfda0fd1,0.7540540982939211,1907,0.8958900850616482,0.9970413006955086,0.9880752906750431,1,9,25.304224175074364,0
Johns Hopkins University,Karen Patel,Data Science Professional,2025-09-30,2028-08-23,9b8f45971a137ec46fa628df37721e950e473d16e10f581dee2f2f86a1b2cc87,0.8126562580158071,92,0.8160344883587427,0.9377510125858702,0.7110810619370446,0,8,45.281877099139344,0
Coursera,Ana Santos,Digital Marketing,2022-07-25,2025-09-02,cba0806471810f24e2e48326ecf13d35d358037c1d5327370e3979d0e7135577,0.7352946393745077,1255,0.6641171618549041,0.9630152839635279,0.9351562065153517,1,3,13.729385600599503,0
Cisco,Joseph Smith,IoT Development,2021-02-24,2024-02-16,a519670733482088dea23a36ee379d06cfe6ca2b1a4acda799763cd2ffab1756,0.847064350407611,1771,0.9129351529746567,0.8157396206895132,0.9859292032532717,1,8,1.0153092899010108,0
Adobe,Mary Rodriguez,Machine Learning Fundamentals,2020-05-13,2024-04-10,0836337e08a2002561a7a85057ad155b3c92c136bef3bc0df05585e1764a199b,0.6433333353126077,2058,0.810725085652965,0.9115253010892599,0.9854073805648159,0,4,23.46518079866187,0
University of Oxford,Linda Brown,Database Administration,2022-02-05,2024-07-03,85e9959e83b8b74e95f982c27cb38dc54710fe86b047dd176210b105700aad43,0.661975537394021,1425,0.8387293530373033,0.938586585072179,0.9749043555410114,1,7,3.7129601336691023,0
Johns Hopkins University,Arun Kumar,Data Science Professional,2025-11-25,2028-10-13,c723c0b8b1378084278f6d3bef585e8c6fe270c255bf40e1f39c701ae5f129cd,0.7637957564975578,36,0.8616681797691217,0.9138328058817244,0.8542021651537914,1,7,25.3853917080397,0
Columbia University,David Harris,Cybersecurity Analyst,2020-05-10,2021-01-28,f22716a3ef5612e699374d69c6482,0.1929,2061,0.3973,0.7015,0.119,0,0,121.64,1
DiplomaMill Online,Robert Wang,UI/UX Design,2021-05-31,2026-03-05,8e918189455a7f045ed124f055cf9fb8fcfefbe98dab90d639cc7298d734087a,0.5017,1675,0.437,0.7731,0.0897,0,0,248.63,1
University of Oxford,Christopher Dubois,Blockchain Development,2025-08-11,2030-05-24,eaf35cd2c90733dac5826a07c8bc42636e224833c59723b80d26f6b43119d2f1,0.8793436463397987,142,0.8514756276198828,0.9368859095160665,0.9719268409156643,1,7,48.869367785615154,0
ETH Zurich,Susan Kim,UI/UX Design,2021-10-11,2025-01-03,d9e3e2d4ce827f838a90ae547cdb2b18dd0d9b53720eb85bd9422c5514db2507,0.7798381059928919,1542,0.8552299316446228,1.0,0.7372257390477096,1,1,4.2434527780106865,0
Cisco,Barbara Dubois,AI & Deep Learning,2020-05-23,2024-07-17,8c92a7cdbb92e03ecfaa799343a24f4d31128614f4cd8f161a5eb3edac54d5f1,0.46152871784899685,2048,0.748795396389907,0.9206343248681621,0.8911813057657653,1,7,6.675886907569042,0
University of Oxford,Patricia Kim,Data Science Professional,2026-06-05,2028-10-25,a531549c44ad046d95de061115c21aa5f2a42a40ddfd75061d89594317fd37b2,0.2787,-156,0.3296,0.7533,0.3954,0,1,110.33,1
Cisco,Sophie Anderson,Mobile App Development,2023-09-25,2026-01-12,9b541295793593f7c09c391b3dcec320b6efbf56d729625334a2bdd19c42f9cc,0.9186703331445162,828,0.7651798329202955,0.9382424207252862,0.8644865227451987,1,7,40.26664526713048,0
University of Toronto,Susan Martinez,Full Stack Development,2021-03-06,2022-09-18,94666f17bb8eb99a6ec316dda10ef44c544036324595912c4ae0205a6b2c7ba9,0.8619834367906464,1761,0.8144174346669827,0.8758657998644297,0.8790835967071958,1,12,0.019872315608379706,0
Salesforce,Yuki Kim,Project Management Professional,2021-06-13,2023-09-04,1d021f424a34a801cca73295ba5919170b058be79be2000ab85dcae73590863a,0.9855187730185903,1662,0.7537266140064935,0.8480740923727655,,1,3,2.1453198162383478,0
NUS Singapore,Mary Dubois,Blockchain Development,2022-09-24,2025-01-07,78a51f0e54956a7efa9d865ad94e384ac880e8b5f68d445156bcd8edcb4620bb,0.5795165703994902,1194,0.9264243968937722,0.9379332705362735,0.8489274373775438,1,6,74.42137327681772,0
Stanford University,Sarah Hassan,AI & Deep Learning,2025-04-30,2027-11-16,68b946fe39c5b2d34bc89378aba7e065741dbc9185a06df3837405ad5da52c1a,0.9601757855645362,245,0.8001435740697311,0.8520599357254489,0.9672681127926666,1,6,55.61774191625473,0
edX,Susan Martinez,Digital Marketing,2025-02-09,2029-06-07,07610b3a1e461a6288531e464d4c8d2c7543ccdd16f7ed7692c9d2ceaa48a0d3,0.8258530853818242,325,0.6555930433843743,0.8600738812618977,0.8847599785228203,1,11,69.79155327292024,0
DiplomaMill Online,Ana Harris,Digital Marketing,2024-09-27,2027-02-05,6ffe5d80318a89d5c7422e25e4a1a7c33a6230889a2bfe0daa699a8c60a4b3bf,0.0718,460,0.2479,0.7003,0.0171,0,0,51.29,1
IBM,Thomas White,UI/UX Design,2021-06-04,2023-04-15,c1c8319db64633f2d5177f7f3a67b1ddc04d2c80ad11d394b32d8c2dd202042b,0.9102134462625412,1671,0.8595028843703616,0.9559593846686496,0.9826994465907495,1,4,14.118937095369978,0
University of Toronto,Pierre Patel,Machine Learning Fundamentals,2020-07-04,2022-07-13,d7147b8b598db04c8e5223de12ae9c896ab558738892248219c10c2407513657,0.8482936511677983,2006,0.976969767152937,0.877627484149965,0.93253759059526,1,4,26.760146387745365,0
Yale University,Sarah Ali,Software Testing,2021-04-10,2024-02-22,71fad4267026af50540f41edd5a2cb524ff0caa1004fc07e4653950dd58570ec,0.5252350635114522,1726,0.7869813929355584,0.9032403321368112,0.7986112601465225,1,5,6.204695485486475,0
Yale University,Barbara Anderson,AI & Deep Learning,2021-04-22,2022-05-23,1dbf8a4f7d25b96d13c141d35e5483e28d5e8208b01b586e87dcaac5c171ef1e,0.9320376028528743,1714,0.5024709616111008,0.9147926067040272,0.8140078109400338,1,6,0.5111141219274752,0
Salesforce,Joseph Santos,AI & Deep Learning,2020-03-04,2022-01-17,0e3420eb2d8b3b77414d2b3948472645e6471a7aca2be8eccd5246e790391bbf,0.7544350580496488,2128,0.9046265479495754,0.81471476684565,0.8464145587415753,1,4,1.6285658931942897,0
NUS Singapore,James Kim,Mobile App Development,2024-09-12,2028-12-17,71a48d147d6914fe1a2e7ba24d6c06a6cac05e996c2fd06ad7bf090dde1a6350,0.44958727059656367,475,0.8285981838831454,0.9287316370669794,0.8150011308673674,1,8,50.18258962441131,0
Microsoft,Mary Patel,Cloud Architecture,2021-03-10,2024-08-07,6ebc3925ccb1173cabbce825a2b002c1b637303b39aa4929ad0d0a8b574a9fe4,0.9598766123010345,1757,0.7806610092520273,0.9293006689099548,0.9014498291518172,1,4,3.0158561221669884,0
TU Munich,Pierre Kim,Big Data Analytics,2021-02-09,2022-12-02,679ac9bc638ca93ad7e559b8a7a229fa0c1046f792eb12d2a78299b9e44c2fd2,0.7466897816255739,1786,0.6874922969489187,0.969556553629908,0.8801228799375367,1,4,38.66772317588812,0
IIT Delhi,Yuki Miller,Quantum Computing Basics,2022-12-24,2024-03-14,fe418c3f5a294c8a39757ddee453dceafe1cc73185e12347aeec8dea2982e6ea,0.730286800655083,1103,0.8000980031632892,0.8661005945301958,0.9482422236606123,1,11,59.54615969489019,0
University of Oxford,Thomas Harris,Big Data Analytics,2023-09-11,2026-10-04,79cd5218ca5fbb733c9f9600454dc1d5ea9ccef16cf815a33a310e71b88a6c51,0.7977342771889968,842,0.5195414044850246,0.8746162214603883,0.9205684253906163,1,4,28.935629833872802,0
University of Oxford,Carlos Smith,Software Testing,2024-05-07,2026-12-01,4bf72b596f768c4bb68d026ead92d8ff9b834b94f7c6c7e49dc5f28ef8dc115f,0.9301047106202239,603,0.6820575238761599,0.8972151603874969,0.9468568767697345,1,2,8.680122164277016,0
Harvard University,Susan Davis,Robotics Engineering,2023-01-24,2027-08-31,b687a1e994105a55b3340d5e91b8870f4abda9ec2d3cbd86976f1e44f29d20b2,0.1443,1072,0.0247,0.4652,0.0848,0,0,30.88,1
Stanford University,Linda Thomas,Agile Methodology,2024-07-26,2026-08-27,5138c7afa3f8a99b8c4b72d7b294879b962e5cbb2729973d92ea09b0be1515ff,0.9180719837134848,523,0.9399608177210842,0.9164010903615425,0.5239894258857518,1,1,51.44469759366714,0
PMI,Ana Garcia,Network Engineering,2020-09-28,2025-03-11,abf62bbf1eaa10ccf6f76b13f6c753a63de70403aa5088498fff40c3f16ddc3a,0.8592274746977789,1920,0.9036744193535846,0.9052921936219389,0.8224128739324265,1,7,23.723775494761746,0
IBM,Yuki Rossi,Cloud Architecture,2022-03-25,2026-07-15,9f518a49673815ef8c96d38b39aff9c99f89a558a26860cdbbbe34468c6f82e6,0.9268017466801821,1377,0.7985524083925324,0.8748238517720037,0.8711258058626926,1,5,28.005150390992092,0
Adobe,Joseph Dubois,Software Testing,2026-08-02,2027-07-06,064ceeba86dfe280225dbf438e3507ec9fb826b2d27e61ef8c60bab5b1a44df3,0.2607,-214,0.0991,0.6926,0.1406,1,3,75.14,1
Udemy,Christopher Martinez,Database Administration,2020-06-07,2021-08-23,5a93ff0b576278d95779cd760a673855a28d3a0d060f2cbc582dcfcb8263f213,0.9365100611857752,2033,0.9061435692550975,0.9108739965566255,0.8848241483656766,1,7,6.805586621090864,0
Cisco,Patricia Thomas,Business Analytics,2020-03-20,2024-03-25,38f7f5bbcd1d364f9699e9da9834616dd290e845c75f0779134d7545110cbb0c,0.874742586382579,2112,0.8751644038351922,0.9483988622601134,0.8951817540785214,1,1,0.8351513157886533,0
Stanford University,Sarah Mueller,IoT Development,2022-11-24,2025-03-07,9c0eb6e2ee68846246f6f8b4c039c18efa0ce2c46729683bb77f9baeb22d3b30,0.688197465336817,1133,0.7888928797244998,0.8671048643740289,0.922747493770166,1,7,2.4451214867644477,0
University of Toronto,Susan Thompson,Database Administration,2020-04-25,2024-04-17,46cfb4fa38b348756b350f63805bcb85ad860fec0e8e96e1ea9a3509ed6de895,0.8690436335647791,2076,0.8661976911530486,1.0,0.9613443195958367,1,6,51.768581187746136,0
Columbia University,Jennifer Miller,Mobile App Development,2023-09-21,2026-06-11,9a808a7636bb36144a6fecc55fa73401321ca635a893eae94222debc61953b63,0.857783866621297,832,,0.9436162352415279,0.8029501032162808,1,7,71.63953128286221,0
Microsoft,Carlos Thomas,Software Testing,2024-03-02,2028-01-08,35aa1eae9d5a42b86a85dd5b68b5723899df4143b121232632f1de753b466913,0.961492869278466,669,0.8550227059217196,0.8738436087231072,0.9677691035188972,1,6,106.31218460260723,0
IBM,Michael Martinez,Mobile App Development,2025-11-07,2026-12-13,e0489c225145181c7f1e4804571fbb943eb92f45365b09b0c441799cc7f0f930,0.6403161065108611,54,0.8548337451655859,0.9964665326845852,0.8219013309798548,1,11,10.885936697853639,0
TU Munich,Thomas Dubois,Quantum Computing Basics,2021-12-29,2026-02-12,83cc12be8a5d7c6540d6422e26aac3a2acb9f22eee53759c304b6e49ebbd68f5,0.7365166229917542,1463,0.9362107242864808,0.9195798396406402,0.8908946758425005,1,2,62.10165572923164,0
Johns Hopkins University,Fatima Thomas,Blockchain Development,2020-12-25,2023-06-21,7f6780f94cc1e16f4b9408ce7c4c399e57cc24d8164e2e3a16be3fdbf2b376de,0.8034962938141971,1832,0.8510258898740717,0.9341093955250456,0.8765177439228757,1,12,3.934288263493724,0
IBM,Mohammed Santos,Robotics Engineering,2025-03-19,2030-02-23,753912be699da10d836d87d9b54157f9d5ec7f00876a29f0eb6cef93e2466fad,0.9267688973364286,287,0.9378565028089606,0.9646952761109064,0.896048770943183,1,5,61.7701605107747,0
Yale University,Mary Kim,IoT Development,2025-11-16,2028-11-02,84ba23374b9bf616321849b70e02b4fe9987cc253149419d036820adf7285c4e,0.9141474844499821,45,0.8898377423761209,0.9005429951196415,0.8050454976545951,1,2,3.3654974195018617,0
edX,Patricia Santos,Digital Marketing,2023-04-26,2024-06-12,f5d17345a0b6d48eda73d1fed7d66b7a9408a6778ed95fc6290b585796dd7e6c,0.9509834711956981,980,0.6851954080938323,0.9183413956775471,0.6613696696640962,1,6,9.77132770660759,0
Cambridge University,Mary Miller,Natural Language Processing,2023-07-16,2026-11-13,e0413b505f86fe949e98a40adaa0268db3e2f4ed03adc9cd4f8f316790e162e1,0.8831507655543727,899,0.8798760868263026,0.917787856533726,0.9595704976719541,1,8,12.817838465796715,0
Yale University,Susan Davis,Mobile App Development,2025-06-12,2030-01-25,acd1ea357350b92f9d1278f64e5f4685600116197a31bb8d012058bf68e03153,0.766656608196676,202,0.5735223330110131,0.899453223567427,0.7060807593205399,1,8,8.212808999434296,0
University of Oxford,William Dubois,Cloud Architecture,2025-10-08,2028-03-30,e1dd0ab93253a66f013f8ad81ea813c0a0e5269b9f58d17c039689e7b116a6a5,0.7411925213771291,84,0.827474584952125,0.9338316937080706,0.7891359830731086,1,7,19.756062367575698,0
DiplomaMill Online,Jennifer Santos,Network Engineering,2024-08-27,2028-03-03,8cd694b553d9773c1809bca3c48ce94f6e629451f436cf4cc4ab760dd00c1274,0.0665,491,0.2867,0.6753,0.2762,0,0,141.1,1
Google,William Wang,UI/UX Design,2025-03-01,2027-08-30,80741581b194822a36f5e8233dd663cf01ede9bfc77ceea2478b4e9e64b9b150,0.6411977379074347,305,0.995356557278158,0.9288698757356196,0.9595449911810188,1,4,15.288985145654925,0
edX,Sophie Jackson,IoT Development,2025-06-03,2029-12-05,32e34c65766a67d3ebf11a74f1a7a5ac12f9b7ea25ddc0fdfc9662c76593d9cf,0.8876851698924758,211,0.7949397515431168,0.9607317901513386,0.9001014631539197,1,5,75.88552442252406,0
Coursera,Barbara Kim,Digital Marketing,2025-07-07,2029-06-03,af4cc16f1c1948579071029b412ff8d3eb1ceebcbf64c18a11f7fe46b309fc44,0.9079224914666922,177,0.6839897375730566,0.8825381138471878,0.8772935615443607,1,9,68.93068400876119,0
Udemy,William Taylor,Project Management Professional,2023-03-23,2027-01-15,96da39a0c93e029f20a0a29da15d59c3a3f25fae185192ced8b4845553e5b9e7,0.8585397608998905,1014,0.8877589775369005,0.962666992640467,0.9379157191774878,1,5,10.155376552823704,0
Adobe,Jessica White,Business Analytics,2022-01-12,2026-04-06,b558b21ad6bd8d2ef1c61c433b4a4e9e81fb8cbbec4726d17cebf6f5463756c6,0.7305978735393895,1449,0.7818068305205976,0.9855371481904365,0.9505749813137667,1,4,8.49802934487885,0
IBM,Linda Jackson,Agile Methodology,2023-02-21,2025-10-31,fc9237f2d5a428fe197e8e58f0fe29a8e12f8192d1bec1c6a4847831c1013d6d,0.8520515855703997,1044,0.8355431284990928,0.9675527435025296,0.9012758203551823,1,5,81.09137261493348,0
Harvard University,Sarah Harris,IoT Development,2022-11-09,2023-11-30,121ee672708a7603ac53cee1623374be13ece6bef0a3eba6a42ef1643b87c019,0.7234768055710012,1148,0.8675191428964295,0.9252055972651815,0.7410965416184964,1,3,5.028438053187305,0
MIT,Joseph Taylor,Project Management Professional,2021-11-20,2025-10-14,0971e766631abff373974f17b177da2f642880a88a8efee2e8051573b0463cd5,0.6633683743701737,1502,0.8510077671687328,0.8838930391685569,0.9413781393607605,1,7,14.068261165411696,0
IBM,Arun Chen,Business Analytics,2022-12-11,2027-10-13,1fcf7b6c3baa553c6ff8f3b5b4adf9f12e21f52a0602b27051e64619be4f6039,0.6733951476776026,1116,0.8756489620040114,0.9464424015962112,0.5338243563061281,1,10,119.59494227058542,0
University of Oxford,Richard Smith,Agile Methodology,2023-01-15,2024-08-27,a9ee512da456a8b328ef73afb96d82752b726988ba4468681744da658a2c4206,0.751661905115936,1081,0.8658794178649684,0.9250058087563394,0.9482500254681527,1,2,59.25100483381273,0
Yale University,Thomas Kim,Mobile App Development,2024-02-20,2028-11-15,e466a9e8f223eb28604c7bec952c15a821e2e4edaebb6958d9149650ecd6f8e1,0.9198336015760856,680,0.7788145150817796,0.9840050621921661,0.7999760926662567,1,5,23.39462493806833,0
Yale University,Karen Jackson,Data Science Professional,2024-08-22,2025-12-21,ca4dfc312c6424a4dd56574d0c812249b8e9c2afebafc78fcf46a158fe00f306,0.0963,496,0.0642,0.712,0.2839,0,1,56.65,1
Cisco,Joseph Martin,Cloud Architecture,2025-05-28,2026-09-01,0bb588f83a97bea8b99093b5b7701691012cb5ca6db9ee7979a0c4b6af648db7,0.7933488896779497,217,0.7720137047820453,0.8426912087723959,0.4928598452324872,1,10,39.86453968784747,0
Adobe,James Mueller,Computer Vision,2021-09-12,2025-03-23,a98994edfbc062878a14a23103e3a00f9d1cd480bdacee99a784149ed8f67f39,0.8283884985075792,1571,0.7560002213564724,0.9885350916423756,0.9763656643284646,1,3,9.545996882762838,0
Udemy,Joseph Thompson,Robotics Engineering,2021-10-19,2024-02-22,cbd41649b42bad3a3b455d9df7c321d7406631869c784b40a892af3ed127b4ef,0.8207830989342254,1534,0.9194491590757318,0.8875956455745323,0.8946343710812729,1,8,31.996556782931208,0
ETH Zurich,Thomas Miller,Agile Methodology,2020-05-20,2022-08-01,73bbdfc90934ebf34c4a4850048f4a31c622d91a0272c2c75dee3d3eba86ce4b,0.6848974227319563,2051,0.8137745718454682,0.9050356036778977,0.9663772971825784,1,8,2.9774611729750506,0
Cisco,Joseph Ali,Big Data Analytics,2024-07-24,2026-05-14,3d38e7b61f5de26fc6ade47029ce1f367b3a9813c1717ef640b3edf9eefe8a41,0.8873314217814757,525,0.7774926639118932,0.9099411421298323,0.8533018823052423,1,8,31.50652996476316,0
Yale University,James Wang,Computer Vision,2025-08-02,2029-11-07,546e5865a78c1472241f5cc20c40de82c74a9209aa30f917b167b03273d6f0be,0.8540223612199527,151,0.8880608626109578,0.9252574840389819,0.9975633933331112,1,7,58.3331243148489,0
Coursera,Karen Taylor,Cloud Architecture,2023-02-23,2026-01-25,8b2895c83055bc9173fffd76de7646df3b9a913e39927f585777ed356d1378e0,0.7236752422656051,1042,0.8132787635045232,0.9079189459172841,0.9691796160446732,1,3,6.764879107293344,0
IIT Delhi,Mary Dubois,Digital Marketing,2021-01-05,2025-03-28,6e5a914430cf11811184374a1819248aac1b1fefffce149c9f84d0b4b5f4bf93,0.9850206811871484,1821,,0.9512093292902044,0.7871104288609185,1,5,58.98321828775221,0
Microsoft,Jennifer Jones,Data Science Professional,2021-03-01,2025-11-02,7facdbd230f84f37779c0f05534adb695fb567333ae8380d241e22c041f95a5b,0.6951469179037834,1766,0.8988888848084108,0.9493101322101667,0.9312291512216961,1,4,12.923839018451327,0
IBM,John Ali,Digital Marketing,2023-10-09,2025-12-30,51ad3c60b8076bfb509c06c1dfd22ced2536ae4a015ce9102de2aab1d6b4d687,0.5739313886127987,814,0.8279637325086535,0.9399326230094809,0.8257390414109875,1,6,4.342283463873342,0
Harvard University,Mohammed Garcia,Network Engineering,2023-03-22,2024-11-16,1561321c6001b7e427b3f04ef451164502fe4e4f4b1b77e7140547aac0b9bf05,0.9619731032162071,1015,0.48580294540017976,,0.8838135983470022,1,5,52.83211945882233,0
PMI,Mary Ali,Robotics Engineering,2025-07-05,2029-06-27,fa8c625703d9d22bf13d0796794d1285cf15f0748f0dc458249190e0c50c0a9d,0.7826616857291008,179,0.5870342126749378,1.0,0.8148428369519573,1,7,52.65289558989071,0
Columbia University,Mohammed Wang,Cloud Architecture,2023-08-09,2027-10-03,d6703f157658a41cfa763c4d026a8906569fae9304dba2a17a7d755a3d2db593,0.9273099527215578,875,0.8896684984129635,0.9897661144400984,0.9611637017104246,1,6,30.00948099350623,0
FakeUniversity123,James Garcia,Project Management Professional,2026-07-17,2030-09-15,458a2076570a0c8e56354a95ab6b8f1dbcfe5227a41477f119e4b7aca1a29ab5,0.6081,-198,0.384,0.7224,0.2675,0,1,10.49,1
AWS,Priya Ali,AI & Deep Learning,2025-09-24,2026-12-30,4c02a0a36d4c64c615d80b37b9c147577ef2909cf1f7b9553562ea9808bb44e4,0.7919535366854612,98,0.7963578187818774,0.9040503664001975,0.8716847011088492,1,6,28.04794533890816,0
Udemy,Christopher Martinez,Full Stack Development,2023-11-30,2027-08-09,bdd6d048a6d60543e4416e253152d80f9d0189901ebec73ff051e45774d117e7,0.8145679647788269,762,0.8595363335111936,0.948151750040262,0.9428692708966594,1,5,64.23273449686776,0
NUS Singapore,Ana Harris,Digital Marketing,2020-07-11,2025-02-27,be78c7836f6a663f67ae81b44015fe38f62c4815414052dbf212bf9e39dca33b,0.6525902560593438,1999,0.7525624594905914,0.8898331366689423,0.8922092435739405,1,5,11.467481938088811,0
IIT Delhi,Thomas Hassan,Robotics Engineering,2025-01-26,2030-01-08,675c69113a4fbbfe2f9a73f844ef33e159198c3583fe33ea2c7681ff10b5a6f2,0.8447070431536702,339,0.8541328741227463,0.9232520936000129,0.9593942805849432,1,9,13.880298352783068,0
Udemy,Fatima Rodriguez,Full Stack Development,2025-11-04,2026-12-29,a7f1c5be72696e4b8b99769bd104c8ba3708fd6c72d0eb684407dc06205dc9a0,0.7217756510530361,57,0.9323726323710625,1.0,0.8399901118177145,1,4,33.41327133794141,0
edX,Christopher Rossi,Mobile App Development,2020-02-06,2022-12-23,9739e4ecaf804bf44ed1715ac804de28935addb6284a1e844fbe29ff6079d0bb,0.7027263130591845,2155,0.474145590392607,0.9044211032555383,0.6642162284377949,1,5,120.05634260705666,0
IBM,Christopher Martin,Quantum Computing Basics,2023-02-03,2027-06-06,91f84fc028af53956f8b55ebda72f2c84147d7d89d4a9befc37a86fceeeca164,0.7124286333869894,1062,0.7445976478674495,0.9069689436919885,0.6725923090729898,1,4,11.299740499563608,0
University of Oxford,Arun Williams,Software Testing,2024-08-02,2028-03-20,c2fc1f4b11a6ec220567fcae6bd04b91cf9beb03035b401031deb2ea8545c2c9,0.8337030236518983,516,0.947145723086609,0.88901872523114,0.8713900501405843,1,4,49.54974976145892,0
Stanford University,Barbara Johnson,Network Engineering,2023-10-08,2027-02-20,3deee11b26fad4b5d0d29923f92d4d92ee8f7f33a0351dc2429edf102b75e1bf,0.8888710302178984,815,0.8789117029046195,0.9280588066817106,0.5019567801206225,1,4,22.758298940174445,0
PMI,James Wang,Agile Methodology,2024-03-04,2027-08-22,203b648579f494820f919f67f9131048defd9cc5951095911ecaeb4906edcf09,0.9004460463083109,667,0.8958879074624251,0.9029363393701537,0.8135884009904837,1,5,13.497122954208697,0
TU Munich,Mohammed Brown,Agile Methodology,2021-10-08,2023-01-08,5072b81d1a710636a141710d1b136e66592ede2d3afd6b5952e83e4fddbb4238,0.6221847396389799,1545,0.9063259580381338,0.9531907691835656,0.6475380447218204,1,4,3.932574545776792,0
Adobe,John Jones,AI & Deep Learning,2025-11-02,2030-02-06,80bffc46429e29427e74b5d1b2dc711b6dd54b9ce305ec94da8a5daa863e21bc,0.775333765113538,59,0.8727237049800612,0.9588647337671136,0.8598845966284037,1,8,91.4256999943666,0
Johns Hopkins University,Linda Johnson,IoT Development,2021-03-05,2023-12-05,f5e2e32c7bef171db9b7d5fa03e96694601e5e4c08aa4fce3285d1318ed2bc98,0.6914736375202536,1762,0.7964691842591323,0.8660244994232634,0.9837503931962086,1,8,15.475780393438868,0
IBM,Susan Harris,Digital Marketing,2021-11-04,2024-02-01,313f3cf5016acda8ab2d4b77b84b10804afc1c44c105927a495168765359e449,0.9654710617316957,1518,0.724556380353914,0.9014462417165722,0.9369187121756165,1,4,33.76087861582795,0
Google,Wei Smith,Agile Methodology,2025-01-11,2027-03-10,63c8b356614d52cb07d9074441b47fd3937175c135ea56e3b04833a59f97cd5a,0.835664392259789,354,0.6349889697959289,0.8962683767448548,0.7039572572271793,1,8,17.03050184955834,0
University of Oxford,Ana Martinez,Big Data Analytics,2022-02-23,2024-05-19,79dfda04c293135faa8a01f8addaf7cedb2261196e46e4de66052f8332f66b10,0.9304603086716348,1407,0.9357662100514395,,0.7090859536088834,1,3,52.69426076353345,0
TU Munich,Yuki Martinez,Full Stack Development,2021-08-04,2023-02-21,a7c283c4105387ae2cfed789a7e6f7f3921c56a7cbde042df90d61a699b1c943,0.8456746845232456,1610,0.673819892657977,0.9553169649344039,0.9732645373727787,1,5,48.23547241269346,0
University of Oxford,Arun Chen,Data Engineering,2020-05-11,2025-04-04,629066eda0114e26e08a0496406d48fddbe722e740c4d509ae4697ac0f896f89,0.7315334586401204,2060,0.6062746159147839,0.9195167320958707,0.7916317878651086,1,5,11.8455619635263,0
Stanford University,William Dubois,Machine Learning Fundamentals,2020-11-20,2025-03-29,25efb6b8ceafa92cf3dd93bef94a7bbcd985367509ca97e096bbbbc83c09df21,0.8816506282551791,1867,0.580656921050294,0.9236558849347367,0.8666686987313713,1,4,44.913624566120404,0
Columbia University,Richard Ali,Computer Vision,2024-10-12,2026-04-20,957f8b06a7104d90965821e6282cd8c0ceb9deb6a2643a85c68f14b7dade2bc7,0.7853434563825682,445,0.8779218467479248,0.9345575375350944,0.7883815933027628,1,4,3.08095190406552,0
Cisco,Pierre Santos,UI/UX Design,2025-11-16,2028-10-03,58003ff4b519720d133ee1ec1c28135ddb2e6923cd6023824dd48972c0a913e2,0.9043194496875454,45,0.8732295208179032,0.9703869347644938,,1,4,19.05846563514379,0
edX,Linda Santos,Big Data Analytics,2020-09-18,2025-01-22,bcdf2c35bedc5a19caca53f9c1e56b75cd1dddfeed9fbf1994f483de18057342,0.7449406951625467,1930,0.9828150518078269,0.8936609588225456,0.91052340335258,1,7,34.31807528373108,0
Oracle,Mary Thompson,Agile Methodology,2025-08-31,2027-09-30,fa9f025f738e8ed7f471ba8d8faf7dffd729418be82cc5f370bbf531a1edc080,0.8863942370202438,122,0.8224114545104817,0.8070100423323611,0.9437308573879011,1,6,26.90914418742602,0
IBM,Jennifer Rossi,Robotics Engineering,2020-06-29,2023-01-18,d786a285c71eec0504285073bb8ff97fb3ed9a4e03abe5864c9f4a8d92a96188,0.9362536049092218,2011,0.8428091147485086,0.9364627220913017,0.7577995274506635,0,5,20.24115674999255,0
InstaDegree Corp,Ana Johnson,Machine Learning Fundamentals,2021-05-25,2021-08-27,c661f0f4adaba6e26a5a615f4a577b95c440e1c2fc17f98d93f748677a96e5e5,0.1441,1681,0.1692,0.7324,0.204,0,0,297.77,1
PMI,Wei Kumar,Data Science Professional,2021-04-12,2023-09-06,f96ae97a92d2d0da7155b8e79830fdfebcf1e223267aa421be11d14ffdffecfe,0.7830264683732815,1724,0.9231536242341634,0.9445248512073862,0.8223002922716458,1,4,10.274152574842304,0
Adobe,Jessica Garcia,DevOps Engineering,2020-02-15,2022-04-03,1724a0dcff516294be18e63f06a32ce68de7ae2edc91ec358141a4aad6455ed2,0.33774031486906825,2146,0.909701798764676,0.993565432409049,0.8506048890811351,1,8,12.028265605889032,0
PMI,Jennifer Chen,Project Management Professional,2025-10-01,2027-06-03,280356b15e9f0c055e99c8d6324979d550da932def2d3a0c4b28bf71657d6f5e,0.7129496283081992,91,0.8626207694676851,0.9537690186362224,0.9061173726621309,1,4,39.11027233469612,0
Microsoft,Karen Smith,DevOps Engineering,2023-03-31,2024-05-04,66e2592374a87361adeca6a07703533380a3c80d5ab1d1a00f9e7f3dcb942e86,0.9235569631963139,1006,0.9169914760707629,0.8907093347378748,0.822031075767619,1,8,0.6187405437511653,0
edX,Jessica Brown,Blockchain Development,2020-07-07,2023-07-18,83f0d7481c6ad4c6d25bd1b0e0ee3273aec1388d27290fc7d4a96e67abbf133c,0.7742183360067796,2003,0.8989427754890521,0.9979336750387181,0.8664238103183857,1,4,88.52209557677024,0
Stanford University,Wei Smith,Cybersecurity Analyst,2024-10-16,2026-09-29,f9c8cd41e2c97597dd4293c41f9128c61f8b1ff02a7e3589e7b0e90611dd66d8,0.8652138706879844,441,0.9451219863586571,0.9553779435925277,0.6726469347711196,1,6,37.603618960388545,0
Columbia University,Sarah Harris,Data Engineering,2021-09-05,2023-11-19,e9a820dcc5bbaff2e3951e2b74879e11c1340e70120f593d0e7cc7cd9c961f22,0.862685131443772,1578,0.8350333507008352,0.9772784241164276,0.6676499414010725,1,8,88.10363262432936,0
Harvard University,Richard Miller,Machine Learning Fundamentals,2020-04-29,2023-02-08,8ed87db6846dc1f23303dfb4bb7fa3eb945bbdffd9f353061fc213fc9c4d782e,0.8723429548716475,2072,0.8454515049289516,0.9554715913954072,0.8998460989040937,1,8,20.442016959190937,0
Coursera,Robert Johnson,Network Engineering,2023-10-07,2026-10-09,1145e8026e4f0f83ad6830a0d01b19249c18a3279e1a74d5ede812fd0a14776d,0.7085252200597438,816,0.9878868876498176,0.9030547535885356,0.8654134457418453,1,6,17.83243323871346,0
Google,Mary Taylor,Full Stack Development,2020-04-03,2021-07-19,2038c8cea94b886dda7580f953bc65a38eb755c7d6c9d0c34ab044c39ba0dda9,0.1732,2098,0.1267,0.4895,0.1152,0,2,15.48,1
Yale University,Jessica Miller,Computer Vision,2025-04-10,2026-04-29,a9ee8dfe8585647c07a2fc59cf00565c273597a5097be04002457356ccee50bb,0.8401266843286734,265,0.8624612540155112,,0.9801049950946248,1,11,52.13520207070415,0
Oracle,Wei Kim,DevOps Engineering,2025-01-11,2029-03-06,40522e068ab0555742331027f4411f515242e2b3901bef5ea4d7169cc37a5eb9,0.6168996134588882,354,0.9430762239432928,0.9244025422553402,0.9535312344958037,1,9,88.59574744165597,0
Columbia University,Joseph Harris,UI/UX Design,2020-03-07,2024-04-19,6c7dfca56c0670c9711b1755e1c63588e51dc3b7cd2158d3195ff9b12f0ec7bc,0.47914269034965745,2125,0.9671673934003824,1.0,0.995297152161191,1,4,45.94271802087303,0
TU Munich,Jennifer Wang,DevOps Engineering,2022-02-13,2026-11-08,d68d9d5c1be701fc1e4f5da319863b224262d220d01d6e8d3fb191a4ba13473c,0.8446276172814734,1417,0.9385593582339529,0.8725375188950636,0.7591144597667461,1,4,10.151371268206443,0
Johns Hopkins University,David Garcia,Software Testing,2024-10-16,2027-01-24,aa612deb8b6c403b702646a42568ae59b75f7e4ea553b472587b0b232831da48,0.9151735097693325,441,0.511272748422485,0.8897398570892294,0.7639700121823275,1,6,15.89275547787134,0
Cambridge University,Richard Martin,Cybersecurity Analyst,2023-09-03,2027-07-10,7cd4afe89db1ff93bc700093b5609282941d277112e27d1e9a11af162877ef34,0.7867273031369093,850,0.8028927028948134,0.9338137641160423,0.916035997258475,1,5,131.21772961826997,0
AWS,James Jones,DevOps Engineering,2025-06-11,2028-12-28,dfb84a63d5ceb0bc90c74a8b4aa505c58e54be61f9dd2da739a28675653a6f46,0.8371450686878812,203,0.9005910986295542,0.9448124283122714,0.937231886331995,1,4,83.06366004136758,0
University of Toronto,Patricia Tanaka,Software Testing,2021-12-31,2025-09-10,667833a7c553de847ea91cc8375e18cd72418c34a540dc89c21eed08eb507a89,0.7283344108879757,1461,0.9142869416409546,0.9367616786686541,0.9448550646095621,1,5,2.9128374352658963,0
Coursera,Christopher Jackson,Natural Language Processing,2024-01-28,2027-02-11,6ea07a0e82adcb215212aa2eaf360bdede9b9d47ea73532a3fbf0139f6882194,0.5838613559050564,703,0.8599455999210103,0.9357569216130432,0.78361715480225,1,7,32.83864634283604,0
NUS Singapore,Priya Smith,Network Engineering,2022-06-03,2024-02-18,00c2221827f2b69c192e99658400fed71b5acd9430d1041f28436351e873a5fe,0.2515,1307,0.7037,0.7494,0.2538,1,0,9.6,1
Microsoft,Jessica Johnson,Database Administration,2020-03-21,2022-04-07,4faa051bd139ee90ca686a60152e958556ae46fb77a10d4b87309df0fc145fe0,0.9647361277479922,2111,0.8919888000321732,0.9344875089068376,0.7952738488577099,1,5,34.70843219086529,0
Coursera,David Hassan,Mobile App Development,2023-12-29,2028-08-15,ccce26e3589daf811fa68d835dc87ab0c1cbffe688ecad976b95e21760110dcb,0.8169694100716139,733,0.7990707505553332,0.9451998765271686,0.9339678549262493,1,9,6.084265424316608,0
Adobe,Mohammed Kumar,Data Science Professional,2022-12-14,2025-03-06,1c92432d3894bd581686a4047ccb12db1732bed833bf60ec793255a61068d9d1,0.0607,1113,0.099,0.4218,0.3777,0,0,90.38,1
Adobe,David Anderson,DevOps Engineering,2022-01-05,2024-11-24,b71e932423f3823c1bab1e8d33f0320260e9d80d564065b30e092070124c9301,0.9426148679542167,1456,0.9664963286151403,0.8872509096821427,0.888847243161684,1,7,17.004398704444355,0
Yale University,Richard Santos,DevOps Engineering,2023-12-30,2028-04-15,f541e386529faf418389eb06e7a9ebdadf30fb7e3e1f99b5f81b1ac2fc965f90,0.8931651919012064,732,0.9902000658864683,,0.9322216616017605,1,10,85.97906647992286,0
InstaDegree Corp,Robert Williams,Natural Language Processing,2020-09-15,2020-12-11,50d9458edef15030b20d4e5bcd29b28c76a286671601834a1dfb225238dd05ad,0.0279,1933,0.2703,0.6607,0.0785,0,0,21.26,1
University of Oxford,Michael Garcia,Cloud Architecture,2022-06-18,2026-07-31,d7f8e1ad6e227db6f2599c33665d871389291647c1cff327ce8dc8c87d712b9d,0.7644296551492723,1292,0.9939665084336967,0.9517492260121577,0.7587438619385147,1,5,9.6909216622123,0
University of Toronto,Patricia Rossi,Agile Methodology,2020-08-01,2024-09-25,fadc63df3011e1a5fd8c5ca0d62e12a150e23f405e923b51d5942528918124af,0.7561392587007263,1978,0.8054427328534001,0.9652774500797062,0.8703365834892227,1,7,23.53707040954727,0
Salesforce,Priya Wang,Project Management Professional,2021-07-20,2024-07-24,475d154e128357ccbda832f7b3e14e9fc1d9cdffe42296335ff584c2dc20ad79,0.9451275722303654,1625,0.8161250242564594,0.9259998887548394,0.7493206595519372,1,5,55.46522316594649,0
Cambridge University,Pierre Garcia,Data Science Professional,2022-09-01,2027-07-20,faa7ad5581024d939b22e58be6b09304c306705924931c48eadaa11e021e3ca0,0.9304202728014226,1217,0.8804425865329093,0.8583694418915958,0.9700450991098494,1,9,5.486793605901618,0
Columbia University,Yuki Wang,Network Engineering,2025-07-02,2029-01-06,bdf4b55aee27e304a406e1f1670dcc8c9788f4e6120a37b3efa1cbbeb3de5369,0.8887202772929803,182,0.8345143930015637,0.9529668492296033,0.9682606168229749,1,4,64.1263852342141,0
CompTIA,Jennifer White,Computer Vision,2021-06-06,2024-02-25,1a788ae8faa404817f99e199e45d35b5f7604b92447ff0ca58d4346ff4aab6b4,0.8417085929594644,1669,0.9620976234237774,0.8971628442904147,0.7058317466255916,1,7,4.375719369903308,0
edX,Joseph Thompson,Network Engineering,2022-08-19,2023-11-30,6e0bb20c0bc366ea397a85e542ae13aba852a7278b1fe39d5f53e7eb1ebe7c9c,0.9214810542116648,1230,0.9632377733859117,0.9755852817526514,0.7884836009378388,1,4,45.339088016358566,0
IIT Delhi,Priya Thomas,DevOps Engineering,2021-11-08,2024-09-02,6610b440ef7b73542bbd760adffc10e0d3755db1ea3839ef6be870ee1e21c448,0.9731193403597336,1514,0.8253831309672797,0.8797413201179094,0.7478757112852561,1,9,51.773567735625335,0
Salesforce,Joseph Harris,Robotics Engineering,2023-07-16,2027-12-06,2dcc9761c928a037f1972dc84fd1c8d1ed45d9c9367869838996f4d93c3e740a,0.8075059611772468,899,0.7731649084421091,0.9632914216357799,0.8340997691877141,1,5,3.28382897787616,0
Adobe,Sarah Chen,Machine Learning Fundamentals,2020-08-14,2025-06-19,c9d21c85803cef614c0bac45b065e9a1dc005bd94429141be9922080d2bc9aa8,0.6906591481344259,1965,0.9179520640761228,0.9962906372754963,0.7684039027644913,1,6,6.0587283207433895,0
MIT,Christopher Jackson,DevOps Engineering,2021-01-07,2025-05-24,3b0403e88b881d366bc78cd20da644242356137bd6cafbde21b5738d815ed25d,0.8142096668845809,1819,0.9213519059726853,0.9683331538296112,0.9603049282167131,1,4,15.127929066101018,0
University of Toronto,Mohammed Patel,Computer Vision,2023-03-01,2025-01-03,a6af583219a8079c95bb1119af7742b121e2af6a9dad0e7f0715e42784529cc0,0.7703769467432382,1036,0.8686354721064049,0.9261501685094501,0.9632617115845733,1,6,19.741184629144644,0
Google,James Harris,Big Data Analytics,2023-03-20,2025-01-27,e498f1cfdf65355c133eaa80325bb331bd8385c8c7f9ac6f47c0caf2dd7aa5b7,0.9506337393591621,1017,0.783547505558487,0.9690189106641954,0.9800543289118641,1,7,20.75389272841353,0
University of Oxford,Barbara Wang,Computer Vision,2021-01-22,2025-08-07,82784cf5e19a06f90949012649a8851a22712820287db20081eec0671fb85dfb,0.8219394346055391,1804,0.9384534084902316,0.9667527442291157,0.84843580058481,1,7,13.65515793143736,0
IBM,David Brown,IoT Development,2021-02-21,2025-04-29,7795cd388c0cbb304d5a7e227958e76c27405e5b3c49038959bd7953ebf86c09,0.8670128230587137,1774,0.9231653231106072,0.9778190204916997,0.773845318939537,1,4,99.2897020964893,0
ETH Zurich,Priya White,Cloud Architecture,2023-08-05,2028-02-07,ec1143973bd74712fa8459851c07d7af7d42c99f49b434b73682650ed1544232,0.6465527057125481,879,0.6639445060294686,0.8968541526835175,0.8599604685144568,1,5,69.76995310628058,0
ETH Zurich,Thomas Jones,Full Stack Development,2021-12-16,2024-05-06,c0b31e026c6dcdbb89597e08aa80919b1a5e6ce244f30b627e888ef6c0f3fbc0,0.9230801357208814,1476,0.960178586213837,0.8776727776880168,0.9488543400261598,1,8,11.085548210294641,0
MIT,Mohammed Ali,Network Engineering,2021-09-11,2023-06-08,ad2d6138bd18563f339c0feec3538ce99de6bfb76d5b646094cddc4ed15d2eaf,0.5907791025294348,1572,0.9203632064274071,0.9327258975500785,0.9328009071556388,1,7,2.320971810254132,0
Microsoft,Sophie Rodriguez,Mobile App Development,2024-11-01,2028-02-13,c4bf6f8cf0f3c359b42b9f22568735065da89a2785918c0659e1ff83b0ffe706,0.7989548824511312,425,0.5719155220728868,0.8348922343216919,0.9398637671253555,1,5,29.60916775507229,0
PMI,Karen Harris,Data Science Professional,2024-06-26,2027-01-14,4db5bb045db323fb86a957ac90fa90c88e9041abf9d4c66790970bbfda1bd0ca,0.7502382707802744,553,0.8027213930008611,0.8862640720567354,0.858433528652613,1,5,10.275405809803676,0
Harvard University,Elizabeth Santos,UI/UX Design,2025-01-21,2029-06-11,447dc4365e74fd544d164bd14b96969bd01d04e9219577e0c8aaf84ae8d7d99d,0.7821119224499806,344,0.736139540820656,0.9595957387438461,0.9915444324492099,1,5,1.4253789650802482,0
Stanford University,Mohammed Ali,Computer Vision,2025-01-28,2026-12-03,52f0e4802ad2bebda16364da8042571da694f16ab8dab7e0cf68e2ccf7a8f872,0.8213311737592774,337,0.8710766153066583,0.959988339618793,0.890080876496077,1,5,30.061150467387463,0
TU Munich,Mary Rodriguez,Cybersecurity Analyst,2021-02-06,2023-09-25,18b24e18d950a716643cd75b7264f243178189ceb5a9b338c4fe9bb7b9e2faec,0.5752775740610406,1789,0.9504482679680804,0.8825318249541936,0.7470872266378534,1,4,45.15653393891867,0
QuickCert Ltd,Joseph Johnson,Digital Marketing,2020-09-27,2024-08-03,4aebb379dee4b0c76bc0105d57b25d16eebf7f3cb78488c8fb70deec71120113,0.1295,1921,0.163,0.6596,0.2636,0,1,0.66,1
Johns Hopkins University,Elizabeth Brown,Cloud Architecture,2021-06-30,2026-03-14,e85dd681d43681ff13a63192a83fc8c727df272fb024d4b8bafc8ecb0901008e,0.8098736910985628,1645,0.8159032548946812,0.9599946778116125,0.9104538354751925,1,2,41.25014965530175,0
Harvard University,Mary Dubois,Mobile App Development,2023-12-10,2027-07-18,93180953de8f75ab614156fa5e5def35f5fc0f3c88e4693e998fa71e64573584,0.7198520042158164,752,0.6438862940309074,0.8941275501263958,0.9382792509749356,1,7,35.80493499620003,0
Cisco,Fatima Rossi,IoT Development,2020-09-17,2025-05-25,fef5f752c515b6beca5e485a87b83b0a093d40b8d383e3370f65721e065984ac,0.8498779766628214,1931,0.9250840796894487,1.0,0.7642447257005459,1,5,81.7500077418432,0
CompTIA,Christopher Kim,Cloud Architecture,2024-07-26,2025-12-20,83d637b9e00ac246b55469bced9c8c36a21dbc7699903133319e058df16cd072,0.5875081394635465,523,0.7463025122138907,0.9341271763053397,0.7212384235538711,1,6,1.2856976192732712,0
Google,Richard Ali,Data Science Professional,2022-06-28,2027-02-02,993251c66a5da5fc4adb73602305de913c29a203ac79b4df21c975e016b21ef5,0.3411,1282,0.3897,0.6049,0.2276,1,0,74.8,1
Harvard University,Sophie Dubois,IoT Development,2021-02-24,2022-09-20,f8f8cc54f67582ca4d888c99610ecfbdb2122576cfbfc06b51b932957d2a346e,0.8094652559969319,1771,0.8566046299782523,0.9640456383728914,0.956304562854198,1,7,24.383483662157094,0
IIT Delhi,Carlos Smith,UI/UX Design,2021-06-27,2024-09-03,ba4e295efb38108829fcb7c42c0e14c1c5931526eb6f47ef9539202471e9771b,0.9477411197986624,1648,0.831510990103285,1.0,0.7937992068586788,1,7,23.4754423699278,0
ETH Zurich,Yuki Davis,Machine Learning Fundamentals,2020-03-10,2022-07-03,f4ff91801eb426ccb50d310e1a04d4ef0491d3e0d028eecd275b842ea5821241,0.8939535633401099,2122,0.8657039968473075,0.890474950951807,0.8993106773712175,1,6,94.80361971939388,0
MIT,Jennifer Davis,Computer Vision,2022-05-07,2024-08-18,86e266f4da03ad6fe3e6013a2df27508d2d6a59c117fd731d74e86920c5d50d7,0.7745064208203157,1334,0.9929593486610585,0.9449252850935097,0.8467807413082836,1,3,17.86133148026647,0
IIT Delhi,Michael Davis,Data Science Professional,2021-06-01,2025-03-31,f46c2da3fadfbcfea5a967abdb75319928ca431484ff38ef699c54b60e187c11,0.5750649383990296,1674,0.8056390060547217,0.9132799801538682,0.9497497858229373,1,6,2.867896909638419,0
Coursera,Pierre Martinez,Robotics Engineering,2024-02-04,2028-08-13,d2ae1961e078c17782fd351293871b604ec26f70fc3422c98684a776c5d3b449,0.6794759088446709,696,0.8723451426356265,0.9384460658695929,0.8348374511403671,1,7,99.8027950773309,0
University of Toronto,Linda Garcia,Agile Methodology,2021-02-13,2024-12-16,b0278471c7c5aca9d79aacde9836d9865a609dfdede9993711c7fe2e95a82038,0.7689256340158047,1782,0.7953223598274693,0.9403741042671413,0.9889623050016729,1,8,51.40163626509872,0
Google,Wei Harris,Cloud Architecture,2020-02-14,2023-02-26,727151406ab7bce031544aa752f8f4082053070f38d72f8cc80ff25c24864ef6,0.697880637216868,2147,0.7817679582489263,0.9324635816082811,0.7751592894040128,1,6,3.974931577901155,0
Microsoft,Yuki Rossi,Blockchain Development,2024-11-29,2026-01-25,c44bcc3c9e5f7bb5561a906def05f5edf06145d231056dcfd96fbc92e96e9c53,0.8891816098721828,397,0.6813526988824543,0.9151633384415072,0.9783231234199065,1,6,4.678789997351533,0
PMI,Mohammed Johnson,Data Engineering,2020-11-18,2024-05-27,ddd6a529316c7a884b3503df2a1cbfed90b7706a5c0d6966112f9f5f189d2515,0.8113042483513487,1869,0.8357772091784508,0.9720094282396377,0.9101238189594343,1,8,114.80381569393204,0
Salesforce,Yuki Williams,Robotics Engineering,2025-01-19,2029-12-17,40b529c2fff4a02636f8e4abdef545e5c542897924f98b86cf76ebbdf392dd23,0.9058293492492654,346,0.7954366958124576,0.922290640668417,0.7059995835257638,1,5,55.236181213320826,0
AWS,Elizabeth Santos,Data Engineering,2021-11-16,2025-12-16,22d8855550c9875f1bafa942697ba827c1608e0ca02f89f6b317a5f769bfe3ba,0.621866097899534,1506,,0.8621292531980186,0.9464175803212632,1,9,47.33006222412958,0
CompTIA,Sarah Brown,AI & Deep Learning,2023-12-13,2027-02-14,b12195ce3bd62632fdf5ab744a963d7ca203e1d0a8285cf2681461269f27061c,0.7103359934028489,749,0.9754371819683584,0.8845797582752873,0.7591365911134661,1,4,25.512919660643263,0
Yale University,Jessica Miller,Quantum Computing Basics,2021-11-13,2025-02-22,a449047c5e2c096ac4cdf9e609e12cb22a206785003430631aa6fb88d6eb28e8,0.8355834363219543,1509,0.9201773698620991,1.0,0.8642065793121484,1,7,1.8321287342890342,0
Cisco,Elizabeth Jones,Data Science Professional,2025-04-24,2029-11-25,d899d48e031509c7f4bdb537eac292dee3180e0fc5b2f5da57b4a034ddaabcb0,0.866507496986655,251,0.866746678207072,0.968800071308444,0.8687179561163115,1,10,67.97326696485953,0
CompTIA,Fatima Kim,Machine Learning Fundamentals,2021-11-09,2025-09-23,998f40caaae8132c4763a7fc921985c15651283ffd0247ed126f9e9a1c95125e,0.9057809705667959,1513,0.876962727426189,0.9500716586743959,0.8666806681907419,0,5,30.809213673108673,0
IIT Delhi,Sophie Wang,UI/UX Design,2023-10-22,2025-11-11,265e4e7d03e4f1eab4387e55f26fdada1e4d778da9ca766a70d660edc4aa21fc,0.8467589540573552,801,0.8430765140888521,0.9244394406492586,0.9084482912092304,1,5,58.06972313801333,0
Udemy,Elizabeth Patel,Database Administration,2020-12-18,2022-07-14,15894359016ee7b352ca9d777c00d46b263b70efbd7af5f5595e2079cac5a58f,0.0223,1839,0.3488,0.6562,0.0428,0,0,23.01,1
ETH Zurich,Jessica Martin,DevOps Engineering,2021-07-12,2025-04-14,65edbd7546053870cb29656b6fc801fbecd5249c7044cd3b14345d8f3ae6a8ac,0.7204727737855882,1633,0.6959295780825868,0.869839429984109,0.8276626213882059,1,8,20.673812791534537,0
Stanford University,John Martin,Cybersecurity Analyst,2023-12-05,2026-08-15,bfe2dece1d4bdd7902f6f38afec7f15aa7d1f4c3d07a667f61f2bb9b54717605,0.6864770579358868,757,0.8024261144519305,0.9618433414818736,0.8273911094222833,1,7,8.897842166011657,0
Oracle,Mohammed Dubois,Cybersecurity Analyst,2021-05-15,2023-04-19,7e7105d7b22e827932d6ce4332d38e87801c492648ec382242cfced5978157ba,0.067,1691,,0.7011,0.247,0,0,83.56,1
University of Toronto,Joseph Jones,Digital Marketing,2023-11-01,2028-03-10,ab874f4dfe6ccd486214c262427476c33c6085b9e5185bf83176ae5960e9cd63,0.8187199433113407,791,0.9661456470757435,0.8398087997297884,0.8247473634388438,1,9,13.724668141287841,0
University of Toronto,Sarah Hassan,Cybersecurity Analyst,2022-11-15,2024-11-11,d79b9ab6ea1fec2bbc3cc0c26025a1821b8e9b2a0ef138cea3b70ddb00303284,0.8825048218357309,1142,0.6034797342231624,0.9577044635458908,0.9159303170622881,1,6,69.47860542046246,0
Columbia University,Christopher Taylor,Robotics Engineering,2021-01-14,2022-06-05,9cf4cf61e0b816c73a1ae5a4305747e6bd01a101c788c04ace559142fd77456a,0.8564461426405443,1812,0.9816958289468678,0.8098217674383491,0.9283640446050063,1,5,13.531021471456286,0
Google,Susan Anderson,Full Stack Development,2020-06-28,2023-09-15,6e96f28d4c5711d39338d608d8dbf830fe8a0ee925261705c10278bd5364fc2e,0.9214509270322918,2012,0.7857708172974034,0.9217488954157879,0.9521095235919674,0,4,46.351819892574035,0
Stanford University,Linda Kumar,Mobile App Development,2021-05-15,2024-07-16,79e2ee25b8a10c310f262489388548c37b4fa0faa86b7eddcddc28ce79bdcc5a,0.8029470984973945,1691,0.6764103723062515,0.9091506820746668,0.7354048075455311,1,4,10.325647576499094,0
Stanford University,Mohammed Martinez,Big Data Analytics,2022-01-28,2025-10-22,86cb518d05431681498390f8360f5feb71b7c3a46a7cf1b19833baae42b60dc7,0.7281431922982667,1433,0.5640685134613702,0.9065109741424591,0.9755569834920007,1,8,38.56624027820513,0
AWS,Arun Brown,IoT Development,2025-03-09,2029-02-23,517478884292efe5fd2858753b627a127eb94ad299f7fce68c32a6d5d98c6772,0.8160495157909283,297,0.7982462840023201,0.9027527507603853,0.5926952273230351,1,3,56.12384118126261,0
Oracle,Mohammed Martinez,Database Administration,2025-06-07,2028-06-11,c067b355eaf64607bd067702aabbf334d286a3696a0c88f7aeab1f1def66a726,0.9045260137504383,207,0.7243543856361291,0.9007335175426553,0.7878264661207234,0,4,21.723526557731322,0
Coursera,Yuki Patel,Full Stack Development,2023-01-11,2027-07-23,7db0b7e45ee01f3084a16484e0c5c839479b6eacb4138f5be4d31c26bec9ad40,0.6247576917080547,1085,0.8305540686398898,0.9197821224454714,0.9344127772604817,1,6,1.8795213369878214,0
Johns Hopkins University,Christopher Jones,Cybersecurity Analyst,2025-05-06,2026-08-25,7ca2fc0c9b1c296ac3b53ca0c5c961fd4ff2a46f44fbaf7d743a2eaefdfad064,0.9465646818298664,239,0.9672658491975633,0.9147788379117643,0.9710936473140598,1,7,4.069013402972605,0
Oracle,Fatima White,Big Data Analytics,2024-09-07,2026-04-06,be8228ff6dbb8c80cbcc170858cace6b3ebc34ce780bdabbd3bdb2072b08cc35,0.8656322429880966,480,0.9568187281420757,0.9652383447244516,0.9721336999856781,1,8,1.0076454835321693,0
PMI,Michael Thompson,Computer Vision,2022-11-06,2024-12-17,cc623a38195a1aa1782b2128472b1a021f1d1ce678a18372c744831598339837,0.9264011740643812,1151,0.8522639853266731,0.8324919948142773,0.9481324269599141,1,6,20.365753759780258,0
Columbia University,Ana Dubois,IoT Development,2025-09-12,2029-12-02,e817065e77c62732630f95812878c9af45b3d21c833aa905de3fc846270f53b3,0.8051789685375149,110,0.8719819195162242,0.8483330753577798,0.7766177604337142,1,5,1.653637355002458,0
ETH Zurich,Robert Davis,Natural Language Processing,2025-11-14,2027-06-27,6d06a9365b4d9ec20734a5f763184722bbad89a0f6174ddcba6b78d2312fbcc8,0.9442044207402566,47,0.8100327654237008,0.8809162314359008,0.8106216614886674,1,6,7.401652599044591,0
Cambridge University,Mohammed Hassan,Agile Methodology,2022-07-07,2023-11-19,53137091a810d2419a55914fe109d81ac0e3b9405dda5b33ed26b7866668a173,0.8262158694610274,1273,0.8694496945702699,0.9425629775582698,0.8118335358437556,1,4,138.0355915055426,0
University of Toronto,Yuki Wang,Mobile App Development,2021-04-04,2026-01-29,dad553832789a6a194fc389536eea1c96a6bc184c60967047d1a2365444d3d8f,0.9424384286934319,1732,0.7318399650230478,0.9527933191972441,0.9056805689569943,1,7,24.22789650909409,0
Yale University,Christopher Miller,Robotics Engineering,2025-08-13,2028-05-30,95a981fb909e33c93e5853eecf37802d5482e55093e3148f29fb1e19cc6871ff,0.9559947463249784,140,0.8880977933082158,0.9677397628143182,0.8860337913850176,1,5,23.880497536474692,0
Harvard University,Sarah Dubois,IoT Development,2022-07-09,2023-12-11,163a472c604cacdba4678b4a68f8ba77a177058a71a505aea209055aff7c0fa9,0.6007777473917926,1271,0.8419964883675851,0.8583930487945796,0.8880449298804525,1,6,12.406805327163465,0
PMI,Sarah Hassan,UI/UX Design,2023-03-14,2027-04-27,9604bc9f883f6fef868bfaf2379199112ff89e3b8da8ae69f4536548793f5ece,0.938268909256526,1023,0.9240928593954822,0.9115913009358164,0.8791829584424005,1,6,29.802305623630915,0
University of Toronto,Joseph Dubois,UI/UX Design,2022-06-19,2027-03-03,2ca03f6d60034d8dba4f7de5af8ae101bcdc3a371af09388b69fa69f4aea0c10,0.9045984966668804,1291,0.9031543718634316,0.9364900444143605,0.8183266433800366,1,5,44.66976359232479,0
MIT,Patricia Wang,Full Stack Development,2025-08-11,2026-09-25,d9e0759197a4aa8f80d5e6b6f129e2795976117a96cd83e22813dc9472e30dc3,0.754589083112192,142,0.6835634502907131,0.9312668744611389,0.8659573775594771,1,5,22.227959201288925,0
TU Munich,Pierre Wang,Blockchain Development,2021-09-02,2023-10-07,66d430bfda966192db95b639af7d40e3b80f42bf947803445c84e40d61003b89,0.9210788799658995,1581,0.9304474661406604,0.9924417348294982,,1,7,110.32959583590807,0
Microsoft,Sarah Rodriguez,Software Testing,2025-01-03,2028-02-15,5991feed3e1c87722accdfcb9beac0c7dbef2662960f3e8a4db0721f2d605041,0.6645932276720871,362,0.8276389228549949,0.8507210326388708,0.8734261720137584,1,5,8.349529339141968,0
edX,William Miller,Full Stack Development,2025-08-27,2028-06-15,e89ee5d8503943b3b7c75f238b3942f18bbd8483592cf8a9cf6198367091ed3a,0.9207378603541087,126,0.8615658852023302,1.0,0.8934356325123683,1,8,77.04327876708585,0
Microsoft,William Thomas,Cloud Architecture,2021-12-23,2025-01-16,e2924e867d598a900aa2ebe7b5d874b0960b1baf19e890b4b8a39ad14078aa65,0.8007784218736685,1469,0.6607686204133146,0.9019261734230645,0.8393161075975152,1,7,12.431781675954564,0
NUS Singapore,Carlos Kim,Cloud Architecture,2024-08-27,2027-09-23,25772d8be5132b971da3898b8a2790b1253090eeb1ec811ae96844f6f7a4f4b4,0.603511783114615,491,0.890431524738653,0.912407047409137,0.840746840570009,1,7,24.079144558481406,0
Harvard University,Jennifer Smith,Machine Learning Fundamentals,2025-12-23,2029-06-07,fb1764fc37df156711d4030b038dd73d792ef833e3a81f2da9b56da17f2ddc4c,0.5855000643234848,8,0.8817881934256293,0.9385696200489954,0.8622560800422379,1,8,146.11820955206449,0
Cisco,Susan Hassan,Network Engineering,2024-10-11,2027-01-03,3cf4304670354a0c58c51a348c1af1d5a6baa49a21d1f9aff071b790bd388c92,0.5890424681801293,446,0.7768945564474469,0.8943679558611206,0.8926248708276809,1,7,5.758437508573251,0
University of Oxford,Fatima Rossi,Software Testing,2021-08-09,2025-07-26,9e0e5aa113441701f577db4ec8a3d1ebb55afc2a4bfbee0456ee9c5b465aa4a8,0.7709049335640563,1605,0.9002203313779044,0.9512899405587665,0.8770580081396341,1,8,67.2240655088541,0
Google,Thomas Brown,Business Analytics,2021-05-16,2024-05-14,dbf9e59eda8b6821303ef6997ef30b6ec6215f3488d426790624bf09c3223164,0.8159897100882998,1690,0.9241793143606232,0.8686031619463331,0.7367539067616222,1,8,6.723232033057424,0
edX,Sarah Johnson,Database Administration,2022-09-16,2026-10-21,a192af47bc9dfb6e26852a265ddeb8d38bf31b183ce66fce178131c0e8b963b9,0.776533673235728,1202,0.8010879987267497,0.9454304186616721,0.879432090297256,1,4,29.04606722696692,0
IIT Delhi,David Harris,Cybersecurity Analyst,2022-06-06,2027-02-10,92eb3327ead0bc9a320342162b4e9ecf247daca02387f515cd6d1e242c824ea7,0.8866794168750521,1304,0.884685174617969,0.94321651503494,0.7582174192002468,1,7,5.732818152875097,0
ETH Zurich,Joseph Thomas,Database Administration,2025-05-05,2029-11-04,733012a2e84423bf1f77624f16d2b58f17c8c84070d1f92c7053a8089b86e012,0.5401826790280411,240,0.952334856111847,0.91336804827378,,0,3,1.7636834587327466,0
TU Munich,Yuki Martinez,Network Engineering,2026-11-03,2030-10-22,34b869982c1a6f5ff2f9d106762a475800d7d4027112b0cbc997f4f110e87d38,0.1269,-307,0.4491,0.7153,0.1124,1,0,9.27,1
PMI,Thomas Jackson,Software Testing,2021-01-17,2022-12-08,973303f4aab77ba192e251d1b1da53699938c72bd16efa5f077ab4678a8310a9,0.8096581206444096,1809,0.6995431389829592,0.96507868718167,0.6831099801273187,1,5,22.571948070718282,0
edX,Susan Jones,Mobile App Development,2023-07-28,2028-02-09,e6641c7b966872af6eca32e2dafca90da76e211d51d2ed73ebb4257994dc5409,0.8221370380703903,887,0.9715779897468056,0.9107226244013426,0.9321723921485349,1,4,7.0946917899526385,0
Johns Hopkins University,Carlos Thompson,Agile Methodology,2023-12-28,2025-05-18,e6751d62a5ce4c95bc427935d9a89de9999d333f9700fc4f64466e4f7be68d19,0.9090074335255491,734,0.9107867087858474,1.0,0.9287468656878328,1,4,21.283222536577146,0
Harvard University,Christopher Patel,Computer Vision,2021-01-27,2023-06-13,de7c2328461e890d15b3d03bac1c86c922d5e1f6e504d0d18b08a81d71b44ed5,0.929477405092512,1799,0.9443364954934999,0.9183485467830486,0.8224709622668013,1,5,9.920110698030076,0
IIT Delhi,Richard Jones,Mobile App Development,2021-02-10,2025-07-07,79627ef63086ede311398716d870fb070c11f236263be8a91b91b0662edb3a9e,0.8924758619060211,1785,0.8228299283980361,0.8317189034507656,0.8287032136648657,1,11,15.503065866790589,0
edX,Jessica Davis,Big Data Analytics,2022-07-07,2024-09-28,5d2fa499faec78e7516b5288bfeeb59aa0c76c7e04c4753b0f20d5a2dd9f74d5,0.7467786548000588,1273,0.5576930565480563,0.9810645299848508,0.8502755978502495,1,6,8.167124599521696,0
Coursera,Michael Thomas,Database Administration,2023-06-26,2027-06-26,b809744540945fa3ce0e01a1117a2bc542cac172775cb3233033cc78f18273c3,0.8981355306884541,919,0.7538417318577745,0.8372252472665482,0.8235489468782377,1,7,77.0648441403017,0
Microsoft,Mary Ali,Data Engineering,2023-06-09,2025-12-26,d4d17e793eb3b6280ef0eeb53ef2194eb927ce8b0b4eb3c66c7c2af27dc3c6e4,0.9995858070608346,936,0.9146812595061641,0.9599294388277543,0.6667434047433586,1,3,31.371482963901453,0
University of Toronto,Karen Thompson,Robotics Engineering,2024-06-14,2027-06-01,27b5f0f2c1e3418e9be1070ce666b9ce8cdad709071d948f3133f6534fb9b9b3,0.7096876674244725,565,0.7193193866314721,0.9958349883292348,0.742740548094459,1,6,43.3655566145452,0
Oracle,Karen Tanaka,Quantum Computing Basics,2025-09-20,2029-12-25,5235e0b80ff7377308283dadb4cf66ef64c6af12d5c06bba461c7a54291df046,0.9094741413331244,102,0.7352917050389424,0.9713707726213083,0.813180770899331,1,8,0.8141067435122833,0
Salesforce,Susan Anderson,Cloud Architecture,2020-12-25,2022-09-21,c80aa50009e419a372d73312d28df440951561b6e7aa7c71f8f9e9f867bd452f,0.8901684505072819,1832,0.6752177621647866,0.9214200058547845,0.9263216385318511,1,6,25.439959557353916,0
Yale University,Ana Garcia,Mobile App Development,2023-08-17,2025-08-20,75f9ef4cff689b1ccef02bea629e594d23a8be077240d93a1be8ab1e1bb44231,0.6837765663706471,867,0.9400059929372487,0.9284718782286483,0.7866439703439734,1,5,23.32573410998606,0
Cambridge University,Arun Smith,Mobile App Development,2020-04-26,2022-12-07,050e83aa12f133bc2d1cb824d89ae1d725f74d49ea046e2b31329850b1591c7b,0.6963062521881688,2075,0.7167871116125454,0.8551801885347945,0.9741578084939659,1,7,28.225430739246818,0
Cisco,Thomas Martin,Cybersecurity Analyst,2024-02-05,2027-04-01,6c913e1e8ad7e013acff1c0f4b892ec55d7666945af2de3705fd9a94944bbe64,0.564009520207007,695,0.6368399226942871,0.9351179392143247,0.870774133350449,1,4,37.911796195615125,0
AWS,Karen Martinez,Project Management Professional,2020-06-03,2024-04-04,30954bd6a75b28c28d95743369abaf51e4182e183062d4f0557871c1f6f5f7b5,0.867834000218639,2037,0.6560445661441524,0.8853295090948836,0.5857398890291348,1,7,38.08557780202369,0
Stanford University,Carlos Miller,Network Engineering,2021-10-05,2023-11-20,d534926ed5d292460bd1db384f7fe25535a0c61f67540695060f6949fd2f6173,0.797450566549717,1548,0.948930165891877,0.9219965108524855,0.6766652404896114,1,12,21.480039095930742,0
NUS Singapore,John Anderson,Software Testing,2020-10-31,2024-01-05,34f6853101acd5d0385fdccbd2726c962155759a2956a2b97bb0d0b35e92bb51,0.6792804936770906,1887,0.6465939296265718,0.9228983509320542,0.9130492550764557,1,8,6.934509288054879,0
Cisco,Jessica Harris,Computer Vision,2024-08-25,2026-11-10,2e951a193c2ff5d6f10357721e020b6fd79ec962428e71e43f8953d835aaae4f,0.8883924509028855,493,0.7201187599809171,0.9562498558468309,0.9287065949822637,1,5,46.22125303114471,0
Yale University,William Smith,Quantum Computing Basics,2020-07-12,2021-12-16,eb95d02d11770a85d512d72b9b48f377d4f69d58e53516bc3cf6590a19c186df,0.8752866939498507,1998,0.8979904351685996,0.875181622608741,0.8266868579395069,1,3,14.004601859508023,0
Stanford University,Linda Dubois,Machine Learning Fundamentals,2024-06-22,2027-08-06,2d46a960a9dab231e1c0db4ca8f9919ba4945e774c28a82821e3e8f8ae42c072,0.8288232864900402,557,0.9628588051239215,0.9335463999707343,0.5356223136801148,1,8,22.46607322599498,0
Columbia University,Sarah Hassan,Mobile App Development,2025-12-20,2029-03-20,86aee238aa7b689d7a3e5ffba66ee287b279109a57b8bfe89560a539974016df,0.8269722181030336,11,0.7387530672481195,0.9815993771152937,0.79593108872103,1,8,27.068131977764164,0
Google,Richard Thompson,IoT Development,2021-08-08,2025-01-08,c0fe6708256adc04d6b778f1d21b06d00b61ca5e5a75cd95f58b53a893e869c9,0.5589866627679806,1606,0.9868650242699383,0.8320878545037411,0.8396288710521393,1,3,17.820550122747346,0
IIT Delhi,Pierre Santos,IoT Development,2020-03-03,2024-07-16,f6c224650879ab623e76f5b8d7ca811d20850f1dbb79c0e471ba35b614297bb9,0.9360928970809641,2129,0.9594038022950553,0.9562551710740913,0.6408538170044038,1,8,19.56722167032008,0
Coursera,David Hassan,Project Management Professional,2022-10-04,2027-06-08,4c69a1de04f359edbb3950572fe8f7f6bcbb17e1a65aba5f73055dda1e7ce304,0.8567917215836249,1184,0.7202066226756847,0.9201969037583368,0.8366787262882791,1,3,7.68916438300103,0
TU Munich,Fatima Tanaka,Mobile App Development,2020-04-28,2024-01-05,1e67c146e81eb7962d843c911edc0f0863df2fd9954ea8638a8afb6141c6a248,0.1842,2073,0.3347,0.7464,0.2235,1,1,20.01,1
IIT Delhi,Mohammed Santos,Project Management Professional,2024-05-05,2027-10-03,aa2d1a949dc15790c0d4c8565d1a72b13e79ea499277d598ae1a6878ce4e0b18,0.8207985256544302,605,0.5628868460985514,0.9278543440727445,0.6203466731262768,1,3,25.100854450019586,0
Google,Jennifer Johnson,Quantum Computing Basics,2020-07-25,2023-05-14,be2721f97bfbc28b274b9c8b3b93a2a7493e3f6c353b836f1ca78c20e8f1bf05,0.7807370082543673,1985,0.9194580837426198,0.8775333484829333,0.8394478123132414,1,7,25.01244559309881,0
IIT Delhi,Susan Hassan,DevOps Engineering,2022-12-07,2026-01-26,fd3ef3876776b1361697729f0e453d9ece971fe0006ac9ba303a8bc1ddcf0413,0.9085311502276662,1120,0.7476254169104112,0.9112930934736415,0.8129369573724724,1,3,1.7958278962084067,0
InstaDegree Corp,Thomas Ali,Full Stack Development,2021-03-14,2024-03-02,a443ad29a590fc71f20c60f08de2a0d94e14583823dc31fe923a329859a0cc4f,0.1304,1753,0.1981,0.6624,0.1304,0,1,20.73,1
NUS Singapore,Fatima Rodriguez,Natural Language Processing,2021-07-25,2024-02-13,a8012f8fec620968420f6dc1bd0458900ef089284f67b09f6ab7a2dbfbe297fe,0.5098977804353049,1620,0.9040658534057843,0.9587324726663267,0.973692425677609,1,4,52.631013351184606,0
University of Oxford,Christopher Martinez,Digital Marketing,2023-09-12,2026-02-22,3a5ba13b53fd63d0b6eb051c5304a98461e63c78cef5deab92408271ee4604e0,0.660124995071367,841,0.8022088840471087,0.9204260536369196,0.8457892714777336,1,8,43.212936388329766,0
Columbia University,Joseph Thompson,Data Science Professional,2023-02-25,2027-10-06,e42c6133d860f60f3ea3a2bce5b98e9ca5c657930f80f33f26cbfd5482700c8c,0.5485991399008671,1040,0.8809631674403781,0.8130243650796181,0.7582887973692194,1,5,34.42226462031412,0
Johns Hopkins University,Carlos Anderson,Data Science Professional,2020-08-04,2025-03-25,fb5bf31cdf752ed82306827c211cc1f181fbadf9e9d5a45acdd54654c7e1abfd,0.9536086569218063,1975,0.958037717354708,0.9245902887290337,0.7876268849732059,1,7,8.397262511555567,0
Udemy,Patricia Smith,Project Management Professional,2024-07-20,2026-06-17,be183fde31ba0d94d8419e2674030aa2530d8e82166d5c968c23f537a90ba1d0,0.7192763617970473,529,0.8010965272614888,0.8943406012694405,0.9815326337777968,1,7,24.506270691490318,0
IIT Delhi,Priya Miller,DevOps Engineering,2025-03-25,2030-01-01,88babace412c2723a59648991692365a51a045f2baf00c884be13161c209111f,0.838555197692345,281,0.9146469307216656,0.9162392992485082,0.9082897348250023,1,8,109.09930278791137,0
Adobe,Christopher Jackson,Quantum Computing Basics,2024-01-07,2025-07-12,5fb21b753ff54dce0636a00f41caa2a2a4dc4a8ca2900c58624d8f7b7b7d0589,0.7999601366666705,724,0.9549836417174784,0.9268709050370781,0.8423871811836627,1,6,9.002416890344001,0
AWS,Christopher Jackson,Computer Vision,2022-11-28,2025-10-20,7313697ebe22977d8b9bdcb99c41fa8230dd85ace9e2a25976974f548d6e9604,0.7428739855717242,1129,0.6374848366018723,0.9537847392156564,0.9179407137890827,1,7,24.203576254011217,0
edX,Thomas Thomas,Computer Vision,2024-06-11,2025-07-25,6640ab4bf07d253d53af45b5bbd4c90ade69aa75c04e7a478690557ac502af1a,0.7374166033669822,568,0.9306997591264333,0.8730506185820259,0.6514947498941484,1,1,20.106400861894567,0
PMI,Fatima Rossi,AI & Deep Learning,2021-05-21,2023-06-29,fbd1f862fe41070452c71df0dd0a4343ae646147838e383feda8a3ddb47d69be,0.921815573626169,1685,0.7902264034631856,0.9619933182839714,0.9873149144428645,0,6,20.15610959618529,0
Harvard University,Yuki Taylor,Project Management Professional,2023-01-02,2027-03-09,a26ce1f55ecd2ae36a573820ece2d6929b82efa50edf42a7f9fb6b6107cbe7de,0.8972090928471227,1094,0.9417732507626975,0.8873759624633779,0.6866606605533703,1,12,48.311057409920714,0
ETH Zurich,Joseph White,Big Data Analytics,2024-08-15,2027-08-25,aab8de31e7f62cf990d564373c4d19e0451f0575d50c22fe3a87e1e4c4762a1b,0.0573,503,0.8664,0.6255,0.5,0,1,98.22,1
University of Toronto,Arun Thompson,Natural Language Processing,2024-05-10,2025-10-28,ba8154b569b22691d6a6ed2a19105ae30eaf4c7267f0a5b57aae3b804b879cfb,0.737727928289132,600,0.7180790184288466,,0.7675676282284837,1,7,50.85001039321648,0
TU Munich,David Santos,Computer Vision,2022-11-21,2026-05-23,f24ae4b80b1b2e21439000cfa5cbf0de1633ba04cbe77bd7fcfcbc8584e74098,0.7646129095081363,1136,0.7952738636708324,0.9344978433638796,0.6375350879912578,1,5,3.0042648014958933,0
University of Oxford,Michael Jackson,Blockchain Development,2025-04-03,2026-04-17,d796b912b14f397edcb77cb57b5fab3196e8922bf3dd0a7e05aa827240d80f04,0.5956930820948767,272,0.9217071744400714,0.8834141168368759,0.5213752911880252,1,4,34.24222586480889,0
Johns Hopkins University,Mary Ali,Network Engineering,2020-07-14,2024-05-17,294003ef9720b8b3edead5a53747aa11483a557d7ed51f9fab5b688f010e3e65,0.6034359429630843,1996,0.9364842130869324,0.8826825626321553,0.8214684708589439,1,4,0.3894467824780323,0
Stanford University,Arun Wang,Machine Learning Fundamentals,2020-06-08,2022-08-27,d85f4dac7c42504424922b5a361bc756f253e36a4f389881bbcaa5f110c22f95,0.8128138486132884,2032,0.8460535590994305,0.909097347513521,0.8684003882144156,1,10,59.328870355613915,0
NUS Singapore,Sarah Jones,Business Analytics,2023-06-29,2028-01-25,76a979218e86d90c17db7d4cf80214ed2d40f79531d62959e7369764c97be861,0.9326005678795563,916,0.8972013212272688,0.9796924846062302,0.8720513144400972,1,9,31.39711596913953,0
Oracle,Michael Rossi,Cybersecurity Analyst,2025-01-01,2028-02-24,e085e66973fc83f09d84b8d6e863181c50c67d368385a789d7d192f5387f5fbf,0.9502762431179177,364,0.7045122904963598,0.928241879739167,0.8915536930594496,1,6,19.474823357891328,0
TU Munich,Carlos Thompson,Mobile App Development,2022-04-23,2024-09-30,1dd9059030f18224d6c7c01fcc275c37a2d1701b0e6dff93e00b6d36357091e1,0.6505175171710411,1348,0.9117323194434619,0.9219190004231854,0.9645955458021385,1,6,41.661880259167255,0
University of Oxford,Joseph Martinez,AI & Deep Learning,2024-07-26,2026-11-28,9427b6a9be38803ac22a28bef4e9ab111ebfc5b2c606655da08283e41be909a7,0.8037173120177514,523,0.9006934619789652,0.8841582890548282,0.797194825056444,1,9,5.217751933608409,0
University of Oxford,Pierre Wang,DevOps Engineering,2022-12-09,2026-02-01,eabbdadef8ff14798bc23ac43eec1d98f640e995ec75602f9400994f71ce6404,0.8316204615250867,1118,0.6145630688482939,0.9465273062774863,0.8433597874310155,1,5,65.54734810893736,0
Stanford University,Christopher Santos,Data Science Professional,2020-06-13,2022-08-27,81bdf7f1ea4fec3c3aeec022fc995f350a11629b8c4aa7dbac1e7a17938259ed,0.5971710640775795,2027,0.8526895163266698,0.9283683008138255,0.8846406646127851,1,5,117.4929467469248,0
IIT Delhi,James Garcia,Digital Marketing,2024-04-07,2026-02-16,08245fd41d0273a4393eef310c0865c972f447acdcb2440f33f8c71ba561711f,0.8514460043282431,633,0.9189001751168897,0.9293700732367602,0.8069068314416667,1,6,23.26859553948572,0
Cisco,William Santos,Full Stack Development,2022-06-25,2024-12-04,6db6f3ba8f68732f4f5027e43f84ec03c28142a21381498ff33d5278ef00817a,0.7464595320748383,1285,0.9288072026155262,0.9392134844344218,0.7551160512049034,1,5,3.9829041173688964,0
IBM,Sophie Miller,Data Engineering,2021-11-14,2022-12-14,a1c4784e84b3d8e3a7b99727bb9e81a89dbfe2fc12d50b9415102dd1b53061c9,0.7681679060218537,1508,0.6355539345329065,0.890370418240247,0.9621943758745297,1,4,24.979547578601625,0
ETH Zurich,Patricia Rodriguez,Big Data Analytics,2022-02-13,2026-04-16,9bee3bac5c2ceae41c313aaab6ced27a9cebcac9bd6d2042d6fe65a521a2d19f,0.8786068981790298,1417,0.6480765308168998,0.9532058101336107,0.9454058456070779,1,4,31.68762720374606,0
Stanford University,David Martin,Cybersecurity Analyst,2020-08-29,2023-06-04,59de6015e91fb7ec657e645cb10daadc994ea3a07c5e4e13d2961b761e983802,0.8202088588158865,1950,0.7233949307267199,,0.8032498832826056,1,4,14.053572444018428,0
IBM,Mohammed Hassan,Digital Marketing,2022-07-10,2026-04-27,01fb24c3e386e36226a8b86e95ecf7421bafa9ee4480787f6994667952787580,0.8550031941998936,1270,0.6457176606968767,0.9596004920274412,0.8403125676796933,1,7,3.7058625780625603,0
NUS Singapore,Barbara Thomas,Project Management Professional,2025-02-16,2027-07-05,57a327a873535039e8308a86b62fdd6e4e10297b88a5dae68c6f864a430ecba0,0.9223440246179706,318,0.6309494650074366,0.9935309929737723,0.9914966093164874,1,6,28.56849109077947,0
edX,Ana Brown,Project Management Professional,2023-06-07,2026-11-25,697c60fab98dc4f0685256e452a84e9bcfaee831001949cccef13641ef4a21b2,0.6948816801495531,938,0.8826461120259493,0.9637771044176788,0.977727926189324,1,4,7.677631885754416,0
edX,Susan Hassan,IoT Development,2023-05-16,2025-02-16,a3e93583f299bd3c0266a43af43fa6f6b67920d08823a0be6afa75a70cd3c9bc,0.6214670088915678,960,0.8971142023245482,0.9752358859320396,0.9778127855272768,1,7,16.877628013106058,0
PMI,David Miller,Machine Learning Fundamentals,2024-05-27,2028-08-12,5eae7d2024e3f4d3e49e92b11ac12dbb6862d7f571117eeee44936d91cae7022,0.9424835092534777,583,0.8964828572951324,0.9721046371345559,0.958562657120318,1,6,2.0894147170019237,0
Columbia University,Michael Wang,Computer Vision,2023-10-14,2025-01-22,1be72ad603297f5b0b9a6d59e807016f33c72660b34d02e128132f9e11952495,0.7575033232880292,809,0.7202392687716527,0.9043323622090571,0.9459454565007152,1,5,22.906065011692476,0
Johns Hopkins University,James Taylor,Natural Language Processing,2020-04-12,2022-11-20,9fae1b04de4871050c3647ab8e990ca5a706720f33bb2ca4211efe7f0fca8930,0.1487,2089,0.0378,0.7213,0.3904,0,1,24.82,1
Google,James Thompson,Agile Methodology,2024-08-05,2026-08-31,387022fc4a4e08589f188e37ef7cc42158be6e7abf48e660f5af3326bf9f35e7,0.0323,513,0.2838,0.4833,0.3579,1,1,37.33,1
Udemy,Linda Martin,IoT Development,2021-09-20,2023-08-18,5c680f5173f043a8b63cb972de1dfbec695d3f236ce41013bcaa60c9ba9f2bfd,0.7199101313163585,1563,0.867680638207168,0.9618064624361841,0.8867547644045843,1,9,1.1087627449473714,0
AWS,Christopher Rodriguez,Computer Vision,2024-01-26,2027-12-06,ee11df2ffe65f9d8cceed9489dedc20c567f0234cb9b8d5b7c2273160fc7557a,0.7957821350946369,705,0.9368732140961282,0.9798269160008881,0.8627903610562604,1,6,2.6061190295556234,0
Adobe,Michael Wang,Network Engineering,2020-08-24,2024-01-23,46e0ee064a429c5f9f6134027434befa4bd0a37a30fce0a27813af3a8e158dc6,0.9021367139667513,1955,0.9401065700212237,0.9275523432644501,0.8120967081150325,1,7,32.068841159237074,0
Udemy,Yuki Santos,IoT Development,2024-06-01,2029-05-29,6f2c2501786a15a13040bfe061d69d5d9ffb0f0eb9b1886f33c5ba2a188c36c7,0.9471844009102358,578,0.7755245462789895,0.9157322659515653,0.8807418976338233,1,4,5.341642197822611,0
Oracle,Karen Taylor,Big Data Analytics,2020-05-19,2023-10-17,bd077c224a5298b6d132969a07e7f305fc7bdc63f7f09f2727e46e2e4c186af2,0.608478313196256,2052,0.8171529072035465,0.9627486083121573,0.9008601510933016,1,6,80.45661440481781,0
University of Toronto,James Davis,Database Administration,2025-10-25,2027-08-17,4db2412d8203f193e1aefe3f37e1ab012b24eee503cec43292c67ba89106b0dd,0.6918690086410265,67,0.7929704158524189,0.969700101975314,0.8874099055827773,1,12,90.06732628819245,0
Yale University,Mohammed Williams,Digital Marketing,2020-09-10,2023-03-28,7a46539272111e4a8d321c14dd5db801075b0dd3f1d090a5595159bf15f89b95,0.7830290172724402,1938,0.7000333376307284,0.8687043335981122,0.8712200589698718,1,6,25.249942945165365,0
Microsoft,Jessica Thomas,Project Management Professional,2023-08-28,2026-04-15,7302790b56d14826074d25a409fb0983b04983fed89d219124be4e0ef71ad5f9,0.7706867652856529,856,0.8343836780728067,0.9223541233413908,0.8095941043852255,1,8,31.068549235273025,0
Yale University,Christopher Thompson,Blockchain Development,2022-12-14,2025-03-17,66358c7a72e97785d105d976e41c18bc4e00e706d3f8b1205e6e91881b399d08,0.8453587707911026,1113,0.8829410950670245,0.9008752669968486,0.8648566663379195,1,10,30.614047870388884,0
Johns Hopkins University,Robert Harris,Software Testing,2024-09-27,2027-05-14,83802771b8d476c7322fb8e294473cd2a6e1968d312cda023500f84870571871,0.7404968343275387,460,0.7257097430399879,0.9072667790410579,0.9715226988389364,1,7,111.76854514116884,0
Udemy,Jennifer Martinez,Quantum Computing Basics,2022-02-02,2026-05-16,bd544688ea71e60aea7b6ed1ad8a81cd15d831d36797a9604c5cc33ddd50edfc,0.6877009580717379,1428,0.7449190237796316,0.9043880747135626,0.8175527061696142,1,4,7.249528230889305,0
Cisco,Robert Wang,Project Management Professional,2022-05-02,2024-02-21,2d329cb5926d55b1a2ced5314406aed5c1fbb8b8d00e11eafbf50b413e2ffe80,0.8769681114298087,1339,0.8915028130959066,0.9213274734754183,0.8477780313346985,1,10,150.00542271380996,0
Stanford University,Richard Martin,Mobile App Development,2020-03-11,2024-09-04,6200f2eb3ee109d23d84a25a5291774e8f1cfb523815fb2d30b1dda865b8460d,0.8421154146586634,2121,0.794879811437789,0.9550832439345356,0.9297576259866177,1,6,1.0554058656273957,0
Adobe,David Hassan,Computer Vision,2024-01-04,2027-11-05,f06c9fc72adda4d365de62a83010878fc96b08a74f4005fcc60da6abe57138f6,0.7806058593154568,727,0.7866220381443481,0.9510696571068901,0.931940735148621,1,10,31.309683804453044,0
Cambridge University,Mary Johnson,Data Engineering,2025-02-17,2026-10-27,38f166d830a216eeb8bdedd2f80b5471f10f1073a83467c612af280997a0a29e,0.9236504035985637,317,0.8155519418338043,0.9505395423020473,0.5783478484654043,1,5,6.062871232577566,0
Microsoft,William Jackson,Cybersecurity Analyst,2023-02-28,2024-09-23,843a8522d4c0a91b3da81ff6ce1064cf76f6d43a964b3b8b1bbbc45da3887f67,0.9031272245995011,1037,0.826571748859358,0.8294338115113653,0.9009371476243025,1,8,23.2334507110151,0
AWS,Carlos Chen,Natural Language Processing,2020-01-08,2021-12-05,a64d0ea6b47e0253e718c26383960e007952de86866d1f355e152baf424cb416,0.8373879266695903,2184,0.8375592553814634,0.898841407081545,0.7280206881055147,1,9,13.943410706496016,0
MIT,John Santos,Project Management Professional,2022-04-20,2023-12-21,2f30472b3fe02a87507f07cb35f5694275a7253386730e93cc67789cfca9f449,0.8054825083224216,1351,0.9218676887650753,0.8502380632145224,0.922916769651413,1,3,35.988004792159046,0
Google,Priya Dubois,Agile Methodology,2024-04-28,2025-10-06,47375af141b6e191af077020cd593b7cea3b5c00f8843caa70808e946aa1c5ba,0.8703687251976354,612,0.8579318696937963,1.0,0.8419771224791753,1,2,15.069930071960064,0
NUS Singapore,William Taylor,Digital Marketing,2022-10-27,2025-12-26,d04cf7cd62a3350b906dc09f11360655fa33732f6cba6aedd1fbcae952a53bc0,0.7564383876638576,1161,0.9309980589668144,0.996908016191105,0.7486660641409163,1,5,60.90644903101471,0
PMI,Mohammed White,Data Science Professional,2025-12-24,2030-08-19,e7782a068f67fc5af86b14b6dae6b13415904bb1a8cab71c04135ac26ead068f,0.6705722102614968,7,0.7389943107458442,0.9387268831470623,0.7246974057982083,1,6,5.623188782183038,0
Cisco,Mohammed Rodriguez,Project Management Professional,2020-02-15,2024-07-18,0148c3c4657647724fc6bc3eb13051f4ac0f4a6558fc6cdfcf3a8abfff6a40db,0.9097411009099354,2146,0.7981522119514614,0.9843132312480367,0.7683954438041755,1,7,9.008074163628484,0
Adobe,William Hassan,Cybersecurity Analyst,2024-05-03,2026-03-02,da86fb4a82a07c4333d6f1fcbbd89b7ba8a78ca4e74c9c2d3ccf6e0552bc9e3f,0.8464107738249266,607,0.8321031042364183,0.9478530286015019,0.8647327414004512,1,3,25.342303604014873,0
Harvard University,Elizabeth Tanaka,Data Engineering,2023-06-28,2027-07-15,ce1ff53f3bdc1d818f58a0ae7d9f0ae458e6472a466fd2006ec1e4d740f499a9,0.9848443152820523,917,0.9565001538639025,0.8850833777881817,0.8316385553242399,1,10,16.101743898433238,0
MIT,Arun Jones,Cloud Architecture,2020-10-05,2024-02-24,56760a7e5bbeafb8ab2c5a3313d3d4a1759bd01c72f10bdf218409ba15673ffa,0.7263675054613692,1913,0.9465357561508265,0.9727793964424948,,1,5,28.46680550908625,0
MIT,Ana Mueller,Data Science Professional,2025-01-31,2028-01-03,8f64496500e600cba911aeec2df528b7a1e3ab6253554647e1de011015ff2b4f,0.8401714798621206,334,0.9793873534610271,0.9013951526272176,0.9946609946899037,1,7,9.359500685361425,0
Cambridge University,Wei Martinez,Robotics Engineering,2021-02-28,2023-07-11,1d75420ea9e3cf63e3152ff098142c4a1de02cfbc9de480681aff2cf9f927e6b,0.540115971186056,1767,0.838774088622073,0.8560088460372822,0.9954380849907263,1,5,10.867487024522905,0
University of Toronto,Christopher Martinez,Cybersecurity Analyst,2021-12-17,2025-12-26,a16a45fcb4815e7584066bf64cd039d80824178df1c7f7b3c1a9b62040fd2f6a,0.8352326344474146,1475,0.9575946570019577,0.9677325095419141,0.8371678427511291,1,5,4.992372602090725,0
MIT,Pierre Kumar,Robotics Engineering,2023-10-16,2027-11-23,4d0df228e47acc76f4956ea8e492a6905367dd6de3f93b0ed3c04d81cf837a60,0.7184774385773599,807,0.9911301584888147,0.9020816925925162,0.6327314089099678,0,8,33.20444889488041,0
University of Toronto,Jessica Martinez,Quantum Computing Basics,2025-05-02,2028-04-29,6ad10a6db56b9e9c95acdd95910a6c61d5d2b37df356a171b97f941064a8a810,0.6678004420414261,243,0.8364760328268245,,0.8978445928489743,1,6,2.4763799581352712,0
Microsoft,John Johnson,Quantum Computing Basics,2021-05-21,2022-11-30,a20a62eb02def8e9e88163609d4a02a5a4ae812c99f502ac749c870c14626724,0.9286928800938967,1685,0.7269739004193294,0.9413406387354609,0.7747588391843497,1,11,31.29568860516099,0
MIT,Pierre Wang,Project Management Professional,2024-11-21,2029-11-08,76ad78752e2dac94437cd7079f9e64e03d1344c66133b36250b6f5a06e6d4e5b,0.6521723883288693,405,,0.9238468734765971,0.7343328495430413,1,6,24.820982136964005,0
Johns Hopkins University,William Jackson,Digital Marketing,2023-06-29,2028-05-02,908033acabb1f6af71baafd1bbb9e2af5eb8dae0d163158d9c3c74df10d5bc7a,0.8288127743394099,916,0.9830340499223607,0.9178480681486288,0.8929849416262983,0,6,28.11218762490349,0
Google,Pierre Wang,Mobile App Development,2025-09-28,2029-05-08,789fc3903c9f66d7cb57f39059aa305331edd1f4e17c428fd4a4056cc11180cc,0.9284324896142333,94,0.8759078351680291,0.9802643212012307,0.7440425575267239,1,5,15.342780798967556,0
NUS Singapore,Susan Kumar,Data Engineering,2025-08-31,2030-04-25,1cd84abc8323f675478a49bfb7519c9bef5fe09ba8386fdcebf13b191f3808de,0.7232148665278821,122,0.9743064700598785,0.9524525547796338,0.8060886234474373,1,6,115.89079137031739,0
AWS,Susan Davis,Agile Methodology,2025-08-24,2029-08-02,c999c796fbcbc05cf97cbcca7cfe7bbe7cab5f7828d2a18d6325cbe25f7e6366,0.7999887153880196,129,0.7974239911533877,0.8983942244685689,0.5127087402864231,1,7,3.249899477826855,0
CompTIA,John Wang,Business Analytics,2025-12-24,2030-06-13,6fedf472d23fb39f3cbed9df2d3ba8c99733c9d901ba2bb5abf3453667d281eb,0.8885861351956997,7,0.8752878624713518,0.924422835856712,0.9479793498866173,1,1,16.216475173464367,0
IIT Delhi,Barbara Tanaka,UI/UX Design,2025-02-26,2029-01-19,1a9125c8210c662245c9bbb60bce483718cae80d120a283de494688ac44abef2,0.8887635750199742,308,0.8794669392102159,0.9347409075680586,0.5793628896712496,1,8,13.978315295521858,0
Johns Hopkins University,William Garcia,Data Science Professional,2024-01-10,2027-11-30,5d048eaf5b7a1d4d24b21fe3529d1b89cb1db43ae601c1522a4c1712328e4e39,0.7274673282555956,721,0.9155613904038873,0.9774760719152267,0.9861213764142194,1,10,35.5600859803415,0
University of Toronto,Joseph Patel,Natural Language Processing,2022-05-29,2025-12-29,9629d23ce1deb43552e6a9db6b76f6b1c5b8f3cacc25c137607142d75a3b3063,0.8726291442681089,1312,0.9260001052020127,0.965098054291166,0.9556754601708268,1,3,10.652121814687728,0
University of Oxford,Yuki Thompson,Big Data Analytics,2023-10-27,2026-01-19,c594b7a6011a8793a6df057b99c9426c0767e99b29860f7d125fe9d327fdefdd,0.1181,796,0.087,0.6108,0.35,0,0,33.32,1
edX,Jessica Johnson,UI/UX Design,2023-11-25,2028-06-16,1f426fcd3a9e51e4eee4ce2ec67483fff0c2fbf58fd12e59d35a983981dda41c,0.8132051606962218,767,0.8342982459621957,0.885273227555812,0.9273356626015155,1,5,8.464311252585333,0
Adobe,Patricia Thompson,Database Administration,2023-11-14,2026-11-29,90f488f74852ae1e69a75f881816ece6a49f7dda575da59ef8ea6a4058146d9d,0.6099405324514174,778,0.605926396151499,0.9577540508356881,0.7926738903060432,1,3,96.73931707672749,0
Harvard University,David Williams,Blockchain Development,2025-06-04,2025-12-23,8f0865908c70ca242c67682fbd71419e42337e5114b52034e1e6bdd031b7e3a9,0.1149,210,0.718,0.5178,0.2089,0,0,87.12,1
Oracle,James Harris,Big Data Analytics,2020-12-10,2024-03-21,7b5fbd5aee4e24be53a0e469c7d1508b5385c6a64bfb3ee062619d818a955273,0.8416835648350112,1847,0.8761010386830258,0.923935846288104,0.8568070029767563,1,6,71.69627461931977,0
Coursera,Joseph Hassan,Agile Methodology,2021-10-22,2026-03-08,7fb0fd86c736c19c78b3401a2d6593a28a66e2799c5fc645184feb4b1f5fb396,0.8082680937360127,1531,0.9347153141923827,0.8787666441495566,0.8871888663716114,1,7,7.417645660870039,0
Johns Hopkins University,Patricia Harris,Full Stack Development,2023-01-31,2025-10-26,b416c338db3bec563aacba26157b464ae148dac4c205d4904b763512f7bd4973,0.9441583189832464,1065,0.8846765576279825,0.9367805341753129,0.6936035296492951,1,4,15.139179211854332,0
Coursera,William Mueller,Robotics Engineering,2022-10-02,2026-09-27,9984077fa83289f5033ac4ae71f718e6fbcde4298711b6c2e5f804c67320c9a7,0.7869568340949599,1186,0.5519175742320848,0.9425502948660577,,1,5,0.9219583004379361,0
Udemy,Michael Chen,Machine Learning Fundamentals,2024-03-29,2027-06-07,632f003d8d62d76b22f52e62109ace7d6f48e1af0d8e87876056d9297b79dccf,0.9527802673941654,642,0.8881448610510475,0.9254194430555015,0.7380174297924876,1,6,13.273436762859923,0
IBM,Pierre Jackson,Full Stack Development,2024-10-13,2029-01-02,8fd0c3dcfa92e41fb64c51869dea14a61fa33b00f79b28260061f9a29565598a,0.5139932301852969,444,0.9465698581776948,0.9334094281982038,0.8950999492077053,1,8,4.41742122797873,0
IIT Delhi,Karen Harris,Database Administration,2025-05-08,2028-03-13,80a86997e2fbbcec8685b9dcf63d5116a529fa460986799eecb7cc3b10b1e564,0.9631493520216488,237,0.9073255280615649,0.8909025083815498,0.8702951367632527,1,4,118.64570164427451,0
ETH Zurich,Richard Ali,Business Analytics,2026-12-04,2030-10-03,53acdb932ce57a6f2d99a0320f0788c105fb063d2276c42a02c5ba8e9e4a1973,0.2349,-338,0.2267,0.4298,0.21,1,0,124.07,1
MIT,David Kim,Big Data Analytics,2021-04-30,2025-03-09,d0b1c4b94fa372888afedf2e383edfe906d2e02268b15fe184a2aaa289555b72,0.9529772021388241,1706,0.6386749388976334,0.9727755802336284,0.919537311489034,1,8,16.18426332286562,0
Google,Yuki Jones,Computer Vision,2020-12-28,2023-12-22,7fe646c401c9f9bc4fa4c72f7949cbd72d4ac3561a8ea1a37bf334a4493be804,0.5835305743587288,1829,0.9058402763429181,0.9233641265317324,0.9572742045250878,1,3,5.446282553282722,0
DiplomaMill Online,Barbara Rossi,IoT Development,2021-11-17,2025-11-24,5a804da49c899b862330f86d2d1262a3ea4965066a4f644c8ac89c6a55ffd5fe,0.0597,1505,0.4643,,0.0412,1,3,142.81,1
PMI,Linda Thomas,Cybersecurity Analyst,2023-06-07,2028-02-22,845b67bc30423bbfc99d85f8ad05173e2f38a34d5bb7f956dfd0ec9292f64a2b,0.8979535157952877,938,0.7761835365678932,0.983941225543265,0.9647923032331165,1,8,11.216976942995624,0
Stanford University,William Anderson,Data Science Professional,2026-05-11,2028-10-06,fc625d85c093bed919239a99ad3028742285b5189d6f9fda589335ecb6ff6f5d,0.0086,-131,0.0283,0.5738,0.2078,0,0,56.67,1
University of Toronto,Joseph Kumar,Cybersecurity Analyst,2025-01-09,2026-08-16,4b9418aa729f94d205e1f2a0ebd87c8a64bb4cb1c632f31df167c4e0658eb527,0.8958755526486094,356,0.8812725272788016,0.8569320156647208,0.7908664323029714,1,6,10.29747912547848,0
Udemy,Sophie Kim,Blockchain Development,2021-05-15,2024-07-19,ce79ecede7bbf46fab5ab51e52945d3aca708bf557d910d51fe3b443a32e50c2,0.681561473650213,1691,0.8247819358444333,0.9116149929819228,0.8498747978482886,1,7,12.769219717999786,0
Google,Barbara Hassan,Quantum Computing Basics,2022-01-16,2025-10-27,a32e4494d44f92963f1c574c0af26dea36b3aea58052f609be8cdfb62b8eedfe,0.5922079901245358,1445,0.9378144411427949,0.9212497150143775,,1,7,20.98967588104409,0
TU Munich,William Kumar,Data Engineering,2020-04-12,2023-02-16,83dc1db878f0f1ab7fa6b4054f849e2faabb8a8dd9916282a7e07e2b5ab5da40,0.6158618372030439,2089,0.800975445687717,1.0,0.9464743243677645,1,1,11.815038168284486,0
TU Munich,Barbara Brown,Network Engineering,2022-10-25,2026-07-06,f1b6c43488c062e885935ec29fcef54d9f74967a0b4b7da4f9e361245e9faaf2,0.6022611783777757,1163,0.7655310291290192,0.8830371519102979,0.9524287019854658,1,5,25.377883305869773,0
Oracle,Pierre Dubois,Database Administration,2025-11-23,2027-02-04,c2c370d6c32a10a7e3bfc18aa8f985bc8e02e94e460acfa6cbdeb04aea21ff05,0.8322483758637904,38,0.9635750616875484,0.8650090879546385,0.898624677044976,1,6,25.64854837358134,0
Coursera,Yuki Kim,Cloud Architecture,2025-06-12,2026-10-08,f709f69c805a6567934836c25b25db3b51cdcac39bfa7e9cb696d31972f969a1,0.8682412046528787,202,0.8331945969654109,0.9051792425606722,0.7584881636328914,1,6,23.95647447805489,0
Columbia University,Thomas Chen,AI & Deep Learning,2024-01-06,2025-07-09,32846fece3bdf21bcb9c4b2adb0ad1cfebd8fd45c90a5ac7457e0ccacad470a3,0.8367955741692438,725,0.8631420648218184,0.9207481216722225,0.8353571701053757,1,6,8.257805326518252,0
Columbia University,Mary Davis,Quantum Computing Basics,2024-07-29,2026-10-02,91eca3ef351328a292237cc58ebd770e3629d9cfdb772c704659dd0d0ec818f8,0.7318259598487565,520,0.8152144475370737,0.8724967201773042,0.9315597259933941,1,5,7.75310454050454,0
AWS,Sarah Hassan,Mobile App Development,2025-02-22,2029-06-13,7280dce8da4accb7d9794393f7add6dd7c9408f4f39003bbfbb07d451368be0d,0.8498922703737485,312,0.6738094491420911,0.9447496278776698,0.7589808938388403,1,5,90.02608410395244,0
Udemy,Pierre White,DevOps Engineering,2025-05-22,2027-02-11,cfc64fa7863807d8b41e9246757e96696301ee86be79c7aba69f6be646fc28c2,0.956066368307085,223,0.927021640149173,0.8733943076105977,0.8481659443241383,1,6,15.807075078776284,0
edX,Richard Hassan,Cybersecurity Analyst,2023-04-18,2024-10-30,ca452eb9b0567757a026cc8c3977677dd9c0f333e8e976ea0c1c49fa7148cb6b,0.9339953017918065,988,0.893685985126994,0.8658693491477923,0.9400031195495959,1,6,106.62414473959885,0
Salesforce,Joseph Rossi,Machine Learning Fundamentals,2024-05-24,2026-04-05,4cab8d2e1521b7c62c47e76e797bbc0e16e2f15b5381be8e7e19f6db4c3cf9e6,0.7983346851324584,586,0.8796281609205663,0.7941447294722391,0.8997003050348978,1,7,123.31190352989009,0
Cambridge University,Richard Mueller,DevOps Engineering,2023-08-28,2025-11-25,64de7e19ba4efdc509181ea73ee0b2cfc9f6449f244b507fbbe5264b6975fdfb,0.8902528744064395,856,0.9399048925688567,0.9951413962326765,0.9889173988857293,1,5,1.7833896373942755,0
PMI,Linda Anderson,Robotics Engineering,2021-12-19,2025-01-19,f2319ee124e1f2013d86251adf5b2991c415ccff949339a7e24cbbde146c5345,0.9741845794140236,1473,0.8797356814398466,0.9632886023741207,0.9701267232274388,1,6,8.27062434319867,0
Stanford University,Arun Ali,Blockchain Development,2024-04-02,2025-05-28,3c294f745bdf18a46fcda078ec6ee937863fce8037e8fa89443ff8afb53b8498,0.8512647279344315,638,0.7584319159289505,0.9311936905133297,0.9066198300108445,1,5,5.251812505345285,0
Stanford University,Sophie Patel,DevOps Engineering,2023-06-01,2026-06-13,8bad907f77f5f6351f0c7dad8845408d48ee8a73e272ed0ce09685f2d9d7bc65,0.7365618143861701,944,0.8145606823382799,0.8731265599800695,0.9442943306142455,1,4,62.95132156981242,0
Columbia University,Elizabeth Martin,Full Stack Development,2021-12-29,2024-11-04,7d4ee2648ea3a09e5c1d2ab52b98963b975e05c1ff5b02d1092a6283e7b64c21,0.9798711322841821,1463,0.8462173696454557,0.8724654388864826,0.9219267302136217,1,6,14.778577934871464,0
Harvard University,Pierre Tanaka,Mobile App Development,2025-12-02,2028-12-22,8d7b7436ed1c025ad4a348e3a301b9dc6e3231173b04d526d8d858af869d81e7,0.6583864046254212,29,0.8794095289589193,0.9028359140175753,0.9391902404675628,1,6,19.16452763948363,0
QuickCert Ltd,Mary Taylor,Network Engineering,2020-05-17,2025-04-03,0658e73c8fd60149a92be5cd1ee8cdfcbfda988be359da6f1c972822aa47b033,0.2834,2054,0.0653,0.3721,0.6837,1,0,280.21,1
University of Oxford,Priya Anderson,DevOps Engineering,2020-05-11,2023-07-27,e67d5133fe760bdf792904c08317c5fcb48cfc356b482e728366fd2bedaba12b,0.7622681073606368,2060,0.6041230512251289,0.8239948216813804,0.9452446577513348,1,5,12.981340182120874,0
Johns Hopkins University,Robert Harris,Big Data Analytics,2020-10-01,2024-08-23,130ad45302e07eb777669178e45109b9df5fff354916907d79eea6c46150e923,0.8958231900243416,1917,0.8296415138481138,0.9939534127924434,0.9467721208539179,1,7,79.73158274558884,0
Columbia University,John Williams,Data Science Professional,2025-06-09,2028-02-02,df1f3ebb3b0757f288c3e421b4067ca3ab07c32e0c84da5ff86b968169a38650,0.7945447926190583,205,0.8332073629616075,0.8950555479209064,0.8933426800271947,1,4,5.605443377986346,0
TU Munich,Wei Chen,Cloud Architecture,2025-01-27,2029-12-31,d2c1a125fa6949dd32f0f4151cf707b0106291036babb9f3939912b3b80e7e2f,0.6611635704189591,338,0.9712515734693794,0.9432213200047984,0.9102610119327251,1,7,30.183356450187226,0
Cisco,Thomas Jones,Digital Marketing,2020-02-24,2021-04-21,8fb4821c0a787f611d2522dfbf03f9541fe72f68e7185ee485881585c23dae48,0.9799947732391152,2137,0.688905165419842,0.8279290834148576,0.9292872542183959,1,4,13.614006003914579,0
CompTIA,Susan Chen,Machine Learning Fundamentals,2023-08-03,2028-04-20,f5e1aac7ec85f3f587aac693df407f48b7c322a90be6bff2b2887e54fb1206c1,0.8373649394328938,881,0.8894110381924296,0.9027650958753395,0.7881748236362622,1,7,11.170570733053777,0
NUS Singapore,Joseph Hassan,Agile Methodology,2021-09-04,2025-04-18,6ccfe8175f32c8b988ac5716b3ae1641381f59b63eedc7f6badf9ff235c50a41,0.4583198712021198,1579,0.7046088438942362,0.9040359831554853,,1,3,0.49157016812700105,0
Columbia University,Joseph Mueller,AI & Deep Learning,2026-12-01,2028-04-30,4aa77d7b5b82801c94b3379771dab8e360cd6ca29071a4a35cd121942d3f2f5e,0.2495,-335,0.3671,0.8245,0.2167,1,1,56.54,1
University of Toronto,Michael Martinez,Data Engineering,2020-03-30,2021-11-16,ddf006468f06d9742559d89ef070974121b55b1d72e427cecf5935e1c73f1f41,0.8447819046761447,2102,0.869806557115797,0.9230663584759724,0.9253419039557798,1,7,5.722891515097873,0
FakeUniversity123,Richard Kim,Network Engineering,2025-10-29,2027-10-10,fbf698e91b14caadd167ad45e8e8550499d33256abb06b8958a6ea8c4d28442a,0.0819,63,0.4939,0.6003,0.2255,0,2,37.77,1
CertForge Academy,David Wang,Agile Methodology,2020-10-14,2024-09-25,6204fb30,0.1254,1904,0.0348,0.5118,0.0332,1,0,93.39,1
IIT Delhi,Jennifer Rossi,Cloud Architecture,2023-11-09,2027-03-27,e21895d02e077a4131b3e03a07b680bdb01b4e9d6967f59642b97387036daad2,0.797414198794834,783,0.8687771516985847,0.9318962239656136,0.745989572847502,1,7,0.9383636748053574,0
IBM,Pierre Thompson,Robotics Engineering,2024-08-23,2029-01-18,c4ca81d825c64ad6d1ede5a4a062ccad3944e6dada7044f0372dd6f9ca6d1599,0.7662185317758244,495,0.8917153518342793,0.899256543189761,0.9950395808709803,0,7,155.31045495112625,0
Johns Hopkins University,Carlos Hassan,Cybersecurity Analyst,2024-11-01,2029-06-14,ae0e846a1966dd0521f121da6a7872d8e41665a54230baac4db493a11b247e28,0.319,425,0.4,0.568,0.0309,1,0,55.61,1
edX,Robert Johnson,Data Engineering,2022-07-17,2025-04-23,2f4e239025d9596710a18545c43cd3910b5d044a4d4a5de5ef0df0fa1e6b7066,0.7997719466496157,1263,0.9079811257857109,0.943318356455963,0.8153274885501991,1,5,73.63764879759158,0
ETH Zurich,William Taylor,Natural Language Processing,2024-12-27,2025-12-27,4851592e9dc500c7dedf33d2446e3f6e2132b33c993e5f0fa0bbaaa8d96f1219,0.8723655540571257,369,0.8388615426244155,0.999620748658576,0.8933415318278521,1,5,66.7649277060358,0
IBM,Arun Santos,AI & Deep Learning,2023-02-23,2027-09-14,63ff9074ec31b48dc0115215f26c973e70f3036cb4cc3056e64a34954381ce41,0.922638827981723,1042,0.9123775449378105,0.9728238849871491,0.7651510036691638,1,5,4.582712460463488,0
Yale University,Jessica Smith,Natural Language Processing,2021-01-17,2023-04-15,0962795d1e8dac2b4dca3232fb79ba05e610024ec6519e2ec21fc8b61826d174,0.8190745434202306,1809,0.6548132072770151,0.9037620224224169,0.9594479988668647,1,5,13.82572812899338,0
IBM,Ana Rossi,Natural Language Processing,2023-12-02,2027-08-18,41fa49775de916eaff684564b9d1e3088ff251def8a2eeaa59acc1fcdc0b04c1,0.786659714165162,760,0.8901058128391475,0.9272662001180452,0.8655477374669441,1,11,63.14955189564366,0
Columbia University,Yuki Rossi,Natural Language Processing,2021-06-15,2025-03-16,bc2273db654dbb5760945607be42dee5155632f95d89194b28b7d877b8b3fca3,0.7601507542577021,1660,0.9758586249300726,0.9092083465125761,0.837723855851658,1,3,8.312391206939607,0
Stanford University,Elizabeth Thomas,Robotics Engineering,2021-02-23,2024-08-19,63450133c3aabf7e15b93459e56def44808062024e19e30bc441087db46f3d14,0.9264706860909019,1772,0.6606968300846144,0.7709204475748014,0.5570919628317015,0,6,18.606763966000827,0
University of Toronto,William Garcia,Data Science Professional,2022-06-13,2025-02-28,ebfd64cab063ce07d38da20765e7b4fdf50313ab252396937fbad534c5727bd8,0.5229398206696851,1297,0.8635612006933914,0.8129379036718394,0.9458865790324983,1,7,31.317309729623563,0
InstaDegree Corp,Wei Chen,Project Management Professional,2025-01-14,2028-03-18,e44a7d8e41b8b4a91d76203d6636e907ee29c77d8898fd4bce56d5cba25b0524,0.0173,351,0.5529,0.6165,0.3971,0,0,85.41,1
Udemy,Priya Martin,Database Administration,2024-02-10,2027-06-06,74258cab3c070f7d2af9abd0d68dc82647cc25da21f768fa108e9ff388e86501,0.8199251052827417,690,0.7537736432465171,0.9640330754730835,0.893531147274826,1,4,14.312058029959177,0
CompTIA,Michael White,AI & Deep Learning,2020-07-11,2022-12-17,872f1f6e68601783f1735634e94cf2fdf05c7a20b9fdd48b1092c4f08ec981b0,0.8683470337229034,1999,0.6649696555757554,0.9228439968848297,0.8128963204616083,1,5,21.08322110568032,0
CompTIA,James Rodriguez,Blockchain Development,2020-06-10,2022-05-08,3c651d160a6ae1047b983b2e32d72e6f5ff45399401053067461f9d8d906a3ab,0.9581376445342896,2030,0.4908602903462454,0.8719788882443775,0.9590957376359603,1,7,17.90750335787908,0
Stanford University,Robert Thompson,Agile Methodology,2024-04-10,2028-11-27,b23f543fe608c58fc38bbc8a1b90f29f03c14a9e0e15485bbb676f3166a0b652,0.728937961698108,630,0.9419406282020277,,0.7758646920167912,1,6,5.315769404205935,0
TU Munich,Sophie Chen,Big Data Analytics,2021-09-05,2023-06-21,4bcfe4075e2a7da81d38c0a2d36779b94a6a4cf4f35e7b37695c54ece3643ab2,0.9186994580412466,1578,0.7746559696248919,0.9173579303673154,0.9376111814342708,1,4,3.2303656880094045,0
Oracle,Yuki Jackson,Software Testing,2025-12-26,2028-06-19,64ffc4490224a15445985ec85f8a85b465dc18a483f08988a1e5206fd00b9804,0.6190388591084214,5,0.7256054992911389,0.845985554770823,0.8137014566400577,1,7,74.98383399106076,0
IIT Delhi,John Brown,Quantum Computing Basics,2022-09-16,2027-03-15,c3f26d75bcc941af27ef3b9e1bf8d7d4165aa3e652e3f238f2b23044e2674f5e,0.7304767874609855,1202,0.9728822751614381,0.9142886381304796,0.9416504231470489,1,5,38.86094474222174,0
Udemy,Fatima Rodriguez,Project Management Professional,2023-05-10,2027-09-26,bb31f32e2d41f1971b2013452c654922016090e573eee2a4bfccd9f249c6a5e6,0.8636801269465956,966,0.7758804263721137,0.9425805341363128,0.9562053519745127,1,7,6.622973290900365,0
Microsoft,Linda Martin,Machine Learning Fundamentals,2023-05-23,2027-01-27,e04b16ca8b0f7c4cf9b63d02e2e5543b69e3a0a7efe1c8bd12814ac85bbf05a0,0.8877601537475647,953,0.7647736542530149,0.9625420547613598,0.9277772185507904,1,10,11.695559722836611,0
Cambridge University,Elizabeth Kumar,Data Science Professional,2023-07-17,2028-06-24,149b207fc27f54c8d64f13c516bcc52a32dac1784b8e8366d8ed8a676b53caef,0.9216754517787651,898,0.8944362230483196,0.899371844513197,0.8395052653463616,1,6,0.9884682099931531,0
Udemy,Mary White,Software Testing,2021-09-10,2024-08-18,1c0ab2d048470a0d741615b1f6f8ab865aafe10a77490c5cefec1c8f0fce1f88,0.7594991952462735,1573,0.8411451392737148,0.9157005605255665,0.6380573553867606,1,6,23.249437854399734,0
AWS,Thomas Davis,Computer Vision,2024-08-22,2027-04-10,869bdb9578605b86cf64f1f358108f0f65236a5124cc6648792ad0f9737ac911,0.7063179501898481,496,0.7678574798214135,0.8889298484898591,0.8524688142304936,1,7,10.553678465242129,0
FakeUniversity123,Pierre Dubois,Cybersecurity Analyst,2021-05-05,2024-10-11,36df45a7cb0279e9ff74ef,0.0448,1701,0.4,0.6684,0.0916,0,0,123.34,1
Yale University,Christopher Mueller,Project Management Professional,2020-08-17,2025-03-23,38416f8edd27d85135c9f61b0691dd829ffc14d6fd7fe7a507d8f9bdddbf2ca7,0.8275899279535915,1962,0.564972990141448,0.9454880088049112,0.9135991165972165,1,5,8.55665663879141,0
Cambridge University,Christopher Santos,Machine Learning Fundamentals,2020-01-13,2021-12-07,013f70a11f9e49bac076b70acd02e6f28f099f73f4d4fc683ad78eebee8d8b72,0.2624,2179,0.4383,0.4986,0.096,0,0,292.78,1
Oracle,Jennifer Mueller,Digital Marketing,2020-02-14,2024-07-13,4f3932774bb80368135f6c948834352ac74e9bc04d3a9d0c3a73383121a9c098,0.9262629678994827,2147,0.9789740147258247,0.9775127262163266,0.9266576806066625,1,6,21.89819568307653,0
Udemy,William Thomas,Big Data Analytics,2024-10-02,2027-12-01,2be00b72f05cacc922cc44f4e4b76daa502157a7654c8345dec8c404fc60f60d,0.9790880446136313,455,0.9010557821639689,0.845035636724748,0.6319880705079532,1,6,3.6699081474914714,0
University of Toronto,Michael Smith,Cybersecurity Analyst,2024-12-09,2028-01-07,4d58c2376a271419c020a6d0f5fd644e532ec6f5e6f8f9aeb8666c368aa8e7fe,0.6922181992845171,387,0.8721661955193696,0.9048592518110649,0.7290720770667498,0,6,16.544676418804826,0
Udemy,Jennifer Martin,Business Analytics,2024-08-27,2027-09-15,9547fc8d5ba2e91e2defc1285d001505487c419baab8f066a9e83e935b735e38,0.8837276703509451,491,0.6389300440574083,0.9518824157513882,0.8433761485111217,1,5,19.99872380256466,0
AWS,Sophie Rossi,Data Science Professional,2023-08-07,2026-05-14,95b1c6d47ca9f665b4cb4603fe9a04af8c4b7296dbe74c912a13dcd1ff992344,0.5507021989145023,877,0.7307550084150883,0.8594290872281172,0.706241914673142,1,8,33.218006406462145,0
Coursera,Mohammed Jackson,Full Stack Development,2020-06-06,2023-08-05,8431b7f178c18afe256f5ecb0db7e3a0ead14a870e9996fa2c2568e664b0b60e,0.8278167428765247,2034,0.5668874001896486,0.8746178210293174,0.7632130529213172,1,5,3.9668860409092606,0
CertForge Academy,Pierre Ali,AI & Deep Learning,2025-10-23,2027-04-28,f757be2c1ffe,0.4097,69,0.22,0.2761,0.0637,1,3,12.66,1
University of Toronto,Jessica Dubois,Blockchain Development,2022-04-06,2025-06-04,3044741c25d5c03120bc13e81037598884bef5fbdc2f934fac877c6f50a6b812,0.6673207984643071,1365,0.8650090833936169,0.9543159891859124,0.7585424478425026,1,7,0.9086756440122488,0
Adobe,Ana Jones,UI/UX Design,2025-11-13,2029-01-26,828692c23345a9641203db0dd97af7be6e19659603aeab9f129c344abc97668b,0.9006454999457372,48,0.9176683680181033,0.8955282199089604,0.9263535975874543,1,3,31.683073162554102,0
Harvard University,Thomas Hassan,Quantum Computing Basics,2021-11-25,2024-06-09,909984e37729523ae9d0473f7337430c034fdbb56e3f2ff78e07bed983d302ab,0.6886366343722938,1497,0.8729817998647217,0.8487028328751469,0.985836796806474,1,9,8.351499961041245,0
Microsoft,Arun Johnson,UI/UX Design,2024-12-18,2028-11-21,285ad7a4389c52a3d401601e79f892778b8b34e42683c023744accab3fe67bf8,0.5908046576874744,378,0.9230084451677248,0.9910977503565223,0.5631477165770018,1,4,16.798454452590178,0
Google,Jennifer Brown,Digital Marketing,2025-05-16,2026-12-22,c0dcf2efa5165000fe205b8383936cea57d313852504eb335d53613121b8a9e1,0.7036003598714488,229,0.533875432126006,0.9945032412201417,0.9052875776550798,1,6,104.9782597046341,0
CompTIA,Sarah Dubois,Agile Methodology,2023-03-08,2026-07-25,5f1480b599b9e55724f81f0049d5d0ba7c4c400e4e47b668df4e0adabbdaddb1,0.8833734985888423,1029,0.6620114403388159,0.9100961419442166,0.9326603178542497,1,7,57.81279696794457,0
PMI,Fatima Hassan,Computer Vision,2025-03-01,2029-08-06,d034cd6b92b0d809684add9a79a07a64ac68e010fe8235cafe0808fe82f50f6d,0.9172859592242008,305,0.721199988518027,0.8683263522455618,0.9741873790352545,1,7,8.316474394820291,0
Harvard University,Sophie Brown,AI & Deep Learning,2022-08-21,2025-01-05,f5e4e5a6d3e6636f8041b2a5e86265894c3b3fecb7ed527cb81da4bbda0f636b,0.971854981835124,1228,0.9523397493200544,1.0,0.8216052631265492,1,6,24.844189572634196,0
University of Oxford,Karen Dubois,Robotics Engineering,2024-07-13,2027-07-13,25e639d1cbecd479a10c80f2156c84698923b49c72b38c6e67de01a5e1d9acd3,0.9159604644108515,536,0.8045463795500871,0.828286559827197,0.9639413663429853,1,5,0.5042493640727784,0
Microsoft,William Williams,Project Management Professional,2025-09-10,2026-10-14,580e3f6f0ae1962319559a76e1a021bd5d6ef8ee0c2bf89b306e5a75125cea9c,0.8187035143375256,112,0.7196878322430448,0.8022234373585972,0.9653593861706186,0,7,56.89639332213866,0
Google,Robert Rossi,Machine Learning Fundamentals,2023-11-07,2026-11-17,7c0e055fee8766ad82cf7be02b08d05be0ea867ffa18cf590b6e1ed6f43e1998,0.8812262219585102,785,0.8469100084622085,0.9373383035850666,0.6948350514334274,1,5,7.512875505537727,0
AWS,Patricia Mueller,Mobile App Development,2025-07-27,2029-07-20,32cd8f2e47753c462327bffe96be9eed8ae8f40a92f75223ef7b16dea04a8d8d,0.6790313460671781,157,0.9791057006207811,0.9537889397114374,0.9344186509386923,1,2,40.380959298474,0
Adobe,Mohammed Kim,Full Stack Development,2024-10-18,2028-04-24,885f7c2a3877bbf09c4acb2b01b3d20071689de575e12cfbdabc0f5be40038d4,0.8761449208907871,439,0.8734257670858343,0.8695669668559051,0.9379789646338176,1,7,15.826099989192715,0
AWS,Sarah Brown,Machine Learning Fundamentals,2020-02-01,2023-03-07,8aa070bd5cb14b4c10f6b5a23f7c5f59050a5ffe41fba62a12ad3a751802699a,0.7374729511509095,2160,0.670977535569822,0.973791798737004,0.7540185938702448,1,5,83.38209260569796,0
Cisco,Ana Martin,Computer Vision,2025-10-10,2030-05-25,43f003d1f81328133e27bee47d1ae511d8a9a847928635b59ab5db1e77fb9958,0.7564911979329062,82,0.944603248074209,0.989417900035774,0.9097584559088059,1,5,51.46852340005007,0
AWS,Sophie Martin,Big Data Analytics,2024-09-28,2028-02-04,a84ef3ff2f2814fd788a9e22e9b53804dd512c3505b721382eda76bb11d386be,0.7456887516149004,459,0.8340250013411947,0.988248442768369,0.9064890954011664,1,7,4.79156818877782,0
AWS,David Kim,Project Management Professional,2022-03-27,2024-09-29,a5c4988daeedb62d73fe7d10fbaf2c746174bd9c94a216a6703921a373bba53e,0.6653940586980263,1375,0.9106281078352282,0.9940284027770945,0.9575230057687701,1,5,37.92996209330647,0
Stanford University,Pierre White,Robotics Engineering,2025-10-11,2030-03-23,b032a23ad8057d3c09dfd8f5ff6daac2fcb77e910a128469cb2b29e22d8fb49a,0.7522840009638985,81,0.988092602284155,0.9525444941626381,0.8682666146239312,1,9,24.89023450960486,0
IBM,Karen Harris,Project Management Professional,2020-01-18,2022-09-24,6926f6e7b43373c9b7b6b7f404d72f529cd6af51df92411038c688958aebcea9,0.7975865785867111,2174,0.9669478444606421,0.8643545085501313,0.9037308385430555,1,3,4.175240028501439,0
Harvard University,Christopher Chen,Computer Vision,2023-06-01,2027-07-01,4d44100dc275dcde578c5932e3f3f177c08b67f9e31a41f195b3999f9e9614e8,0.5561450439484664,944,0.6646852988898645,0.87739564001684,0.9414702297942874,1,9,32.74370874593896,0
NUS Singapore,Yuki Santos,Project Management Professional,2020-12-30,2023-05-28,e66c7303591c3349a6c4dd10fdae00aba148bc5930effaab0c2ad524c43816a7,0.9086176922183028,1827,0.9408567622030563,0.9813226762153238,0.943997694189427,1,5,15.551133178845427,0
PMI,Pierre Johnson,Software Testing,2021-12-19,2026-07-19,13d3fafcf8ead3f55884721d56f333bdf0b845e669646437bafc84dcbbb1ebdc,0.7655008238989851,1473,0.919696161870871,0.92823650965185,0.953762853535238,1,8,0.14966832150274884,0
edX,Richard Thompson,Mobile App Development,2023-01-22,2027-10-14,4b76247eeb28baa74038cfad18788327213bd3162e556ca40766481448f8008a,0.7626324357160599,1074,0.5844031567160503,1.0,0.9269339809512516,1,3,1.5266236185209632,0
Coursera,Arun Johnson,AI & Deep Learning,2022-04-03,2023-12-29,9ebb3a52d339c9aef3cd55375c577aab657c8e8966a19fe2e6fd28df685b91b5,0.8745120126427895,1368,0.886565099386906,0.957163609383987,0.8468210707224033,1,8,20.923159357768256,0
Oracle,Jessica Santos,IoT Development,2022-07-01,2024-11-11,8e8eff877e75773b95ae55f39305266f87d876acdc9465ae431c9e60f18573ae,0.8074959983896435,1279,,0.9227048838372114,0.8481346606324525,1,4,26.377931688615625,0
Google,James Smith,Software Testing,2024-08-02,2025-08-20,e998c031eaeefd036683856857498c026f9539aadd8d00a54608979957b8e44b,0.6505103008534983,516,0.9242043557751037,0.9016746175203162,0.9568717741656371,1,6,54.55050469693723,0
ETH Zurich,Patricia Thomas,Database Administration,2022-03-24,2024-11-25,be05561ddbaca8eb22c931ffaba0506a85a6f05426c8acac1648d6d700188c17,0.7541512326973018,1378,0.9613105748906998,,0.8740627354214379,1,9,0.7937858526354913,0
Udemy,Christopher Garcia,UI/UX Design,2025-08-15,2029-04-09,c39b0c122ba1c1f0368f7fa31ac2939f632641a15edce011a5ac72b3ea852110,0.7271937516908855,138,0.8549411633381364,0.8713947146975016,0.9753103463372669,1,8,34.53768929701324,0
Cisco,Mary Miller,Digital Marketing,2021-05-29,2026-01-27,830e6d2d33a29b7630e191169a002af57fa758a76f6188a33b65cedf26f3f6c7,0.9249117999154974,1677,0.8949340705291662,0.8692942881745886,0.7358204384872765,1,5,32.50373411504086,0
University of Oxford,John Mueller,Project Management Professional,2024-08-31,2029-04-11,f12ba08d33d48a934abf1e894743f9d9c6d51b219e23832a2f80b440736a23ce,0.9147452898823475,487,0.9389331527801,0.7917176041620395,0.7600492789773758,1,8,2.6885380329624358,0
Johns Hopkins University,Ana Thompson,Network Engineering,2024-05-11,2026-04-16,1692a3fe92eb0653898dd985ef736cf04d6d3557642840b0d7de120469bb4fc6,0.8110333651099603,599,0.8931815680377447,0.9429158829949152,0.9598587272675029,1,11,9.69952128387515,0
edX,Jennifer White,Software Testing,2025-05-18,2026-08-19,40f93c03eaeed2bd5b6449b2e8a0f4d2fbf6d26d1c2d5a7b0347b041d5469be2,0.7142328478773622,227,0.8053428331251317,0.9091359618935564,0.997238749259399,1,4,0.6146790587393288,0
PMI,Pierre Taylor,UI/UX Design,2021-11-11,2024-04-30,8184430a0b9d6a909f5fc618477bb9dd5e407ccc5c0b79ba636f61162ba43516,0.702829708754022,1511,0.6173864741366124,0.9217142924106613,0.8148939845603547,1,8,22.179371701964193,0
TU Munich,Carlos Davis,Robotics Engineering,2020-03-17,2023-05-22,ef8f57433f5133ae8f6c01f7506ba655e7c70032f8aaec0a84c42e3e12b7f45b,0.9577876757291167,2115,0.8611674476678793,0.9384979368842702,0.9708350696800041,1,9,16.728822640353812,0
Adobe,Wei Smith,Cloud Architecture,2020-02-06,2024-04-28,1618a57eeb31e0e7e5911306b465a0341c0f1efc4fa93d484760d4bec766c92a,0.9289923490624101,2155,0.9140539905758163,0.8870148960661927,0.8798392606584875,1,4,54.3140271128753,0
Google,Karen Jones,Data Engineering,2024-10-22,2025-12-15,76effd094f3ca0aed97359ea28a65d073e00ba2696ad848c009afa2d2c6d4aac,0.6993219076225259,435,0.8139213100352517,0.9297679141170779,0.8503087307530895,1,8,10.48869286769803,0
University of Toronto,Richard Taylor,Business Analytics,2024-04-10,2025-07-07,42cf93c7820d715546e50facfcef4545213925276ae834e1e2046053fc5d125b,0.6857011064099263,630,0.6097013618734834,0.8630937869183899,,1,3,2.320237079872726,0
Yale University,Jessica White,Machine Learning Fundamentals,2025-07-14,2027-08-08,6da7a74c04fdc8b3e6f5900ad98f58089b1655d0eb87752df546bf10cf27dd2b,0.7743550003632083,170,0.7266774091849505,0.9008904215954715,0.8927860275325916,1,4,43.395618917653195,0
Oracle,Priya Martin,Machine Learning Fundamentals,2025-02-25,2026-08-03,a95ce4d791e52256604e57ef88d9c52385e613275556ac51fa5227be9fb2534d,0.8627033384286382,309,0.9368055027780491,0.9617963015529144,0.687899992484768,1,4,14.902614583852433,0
Google,David Brown,Quantum Computing Basics,2023-03-06,2026-04-22,057a9e41271558322f11ce2f090ae86f80689c9580c2aedab0fd3cb139b7c8ce,0.7448779270631689,1031,0.7029830170241972,0.9644810088265476,0.9055289418872947,1,7,11.558745684200733,0
Oracle,Karen Kim,Machine Learning Fundamentals,2025-04-30,2026-10-10,8b94b2c4201708553cae917e77a4e2e9296aa9b3f815da7d3a93d840b3f126a6,0.8995075712509154,245,0.7741549170156504,0.9292838195328627,0.6842022114186236,1,5,36.796351514901815,0
Salesforce,Robert Dubois,Big Data Analytics,2020-06-30,2022-05-02,d880df73fb7da9443633d5e76f0948879a4372b910f0bca3ada433679b122cd5,0.9471244175744284,2010,0.8528845596916396,0.8557098682967738,0.9720839594960148,1,6,92.33770675397584,0
NUS Singapore,Sophie White,AI & Deep Learning,2022-11-04,2023-12-06,61488c68a17b8e316fef873657a6482f91d794bf415a11e6ab019eeb48b1b7c2,0.8816120392834169,1153,0.8598717709890411,0.9014018094357132,0.6387078105991613,1,4,61.628265754643714,0
NUS Singapore,David Ali,Database Administration,2025-01-21,2026-12-29,6f899a8599dc039924944eb427d6ba26c37be0f6907016e680b1650ff0fef639,0.7756812719724605,344,0.8580708500030443,0.9834814610291702,0.8536184144522508,1,10,13.175087141236494,0
CompTIA,Patricia Garcia,Blockchain Development,2024-03-22,2026-06-20,2ff023aac7698ca1e073be0a2dfe32afb59937a6ed57cd4b605b66c29fe674f5,0.9307649427457155,649,0.9716997169452666,1.0,0.9880780279247929,1,8,14.729130017713521,0
NUS Singapore,Robert Tanaka,DevOps Engineering,2022-09-02,2026-08-06,0f102f51211520b254956196cc2c8f752166ab184e9a6928b203e0d2eadf52a7,0.7220216326528264,1216,0.9698800780674248,0.8921499452578006,0.9263102985261046,1,11,87.89753419127234,0
Stanford University,Barbara Mueller,Digital Marketing,2024-06-08,2027-08-27,c2d9fd623f379bd1efa5890e1cc388671c4030dcfde9fee7573f7bcac3088be5,0.716988538924204,571,0.7957177913200377,0.9961131161951445,0.6876520501715753,0,4,29.976475338263107,0
ETH Zurich,Christopher Rodriguez,Blockchain Development,2020-04-05,2024-03-27,a94139829e6f27be96402cb5a3b6e082cba858ef42271123c8f60d4390c393f7,0.7788725535881843,2096,0.8553764613183984,0.858292215294432,0.726267574594417,1,8,79.58163523690456,0
ETH Zurich,Carlos Jones,Machine Learning Fundamentals,2024-02-28,2027-03-07,a203b98f354de7826a1a8889957e4f775f6051bce1e952df66a7be6aa364d870,0.7265746962865879,672,0.8059758290084618,0.8867069012543607,0.8279644956891885,1,9,61.63958060658613,0
Oracle,Robert Johnson,Blockchain Development,2021-04-06,2024-12-30,bb48e9caf363358184b850f67d9e5adfdf5811c76967375dbaa6ccd6f44101ca,0.8684835179444468,1730,0.9526845563776386,0.8652365463961743,0.9350076603869734,1,4,7.236467203865575,0
MIT,Joseph Dubois,Natural Language Processing,2025-05-09,2029-07-27,9db3171d8a943e0eac72cbb5145a809a5b185bab9f334c55dc5d122425b98abe,0.9309924334866352,236,0.9641713734707908,0.8569305926789712,0.8870844619717387,1,6,33.322971297815755,0
Adobe,Priya Rodriguez,Big Data Analytics,2024-01-25,2025-09-07,1ada31939475432030d31ed00a0c730a69863b5c8e59aa86ea45dbc4e88dff81,0.8361219432063285,706,0.9035035389099344,1.0,0.7996773883332177,1,8,5.015461687092801,0
TU Munich,Michael Chen,Big Data Analytics,2022-05-23,2024-04-05,67e4ca4b141d2f04ff956fca1a18323eed3a91597bceb0a514bc72634ff1fc31,0.9670253351538546,1318,0.8710363081633474,0.8723047587877549,0.7062945862650031,1,5,94.12294758183309,0
Yale University,Karen Anderson,Blockchain Development,2023-07-05,2024-11-03,15291fb46329a372999477e10b31e43ce3c87ad69fe11c895efa93125e3ba106,0.9701087190924199,910,0.6581744743522864,0.8735889876773557,0.9025781582365896,1,6,2.93881416148613,0
PMI,John Garcia,Blockchain Development,2020-04-25,2024-11-23,f96cf9490bcf36dc2c9a419d30062353d17f3027bd4f01d437a262663a0cfdc0,0.8694730305384856,2076,0.7884014407777398,0.9447179009920494,0.9117432498080937,1,2,87.00974256134357,0
NUS Singapore,Fatima Garcia,Robotics Engineering,2021-05-26,2026-03-08,c211da384859e837c127df12a33a5072fc164ca5011e5d6669abf02515e14b11,0.6334415207645383,1680,0.5987965011682543,0.909196007199824,0.8728686257437576,1,3,23.838022108136148,0
Johns Hopkins University,Karen Martin,Mobile App Development,2025-02-20,2029-03-13,dd7fb8de81d608255e00a4ced26835a515b583fa784815c5a1b48988a1de35b0,0.6237519167642586,314,0.814591423627947,0.8782220173945287,0.8686621547222136,1,3,57.857317923698275,0
Columbia University,John Hassan,Business Analytics,2025-12-07,2029-03-21,4c8a78faebdc600efeb31e0bd96f99208b42ae06ca0fd0898b8449cfdf2f761c,0.8569351054435078,24,0.8402994158595882,0.9573011364918153,0.864069596559223,1,6,32.72989104581243,0
Salesforce,Jennifer Garcia,Data Science Professional,2023-03-20,2024-09-20,6b56f288b1e96bf887ab04715f63a4aed085c9a6915d9637f452955f68f9e5a0,0.8059029566865239,1017,0.7472270110985921,0.9315653767674658,0.8009303583814368,1,7,17.048339877629555,0
Cisco,Sarah Taylor,Digital Marketing,2025-06-17,2026-11-16,fdc3752b185da556a63eb0889c570ae41b9b5f5fadc7bf8fdbc234c70c990cb9,0.857932382631327,197,0.9861465322613451,0.9618672510579107,0.984819770632208,1,5,23.317747486933804,0
Google,Sophie Kumar,AI & Deep Learning,2020-07-29,2022-06-08,db1fd05668ea48dffdb1bf053cc574dddb7651bf3a7c1902c0f9fb32e1219a21,0.7615759904436239,1981,0.9215220203096017,0.8750486812518189,0.8124504681704006,1,5,34.80849424745778,0
Adobe,Richard Kumar,Cybersecurity Analyst,2023-04-21,2026-02-27,efacef33b1b69c07151ecca30700beb7e6fdae7db7dc3a49824a12db2c63c9ba,0.9146847936662309,985,0.8249219087555246,0.9938213387367668,0.6752651742794767,1,5,9.42302438112526,0
Columbia University,Elizabeth Kumar,Project Management Professional,2020-07-25,2022-04-06,6d2ff6b6df1f88072e41af13f1224a26bf427e9bcdd52aef65c451aef58b4998,0.9231114627903332,1985,0.8064631742224524,0.9401426440463225,0.8862908795916284,1,11,4.584685201463756,0
Coursera,Joseph Taylor,Cloud Architecture,2021-10-28,2024-02-08,e66c0077f154208a177a5ba05926198e5a27c9174b1aa7a273d80be39019195a,0.49417659230520167,1525,0.863724230664879,0.9319803170615583,0.8733571735568725,1,10,33.657359185628664,0
Oracle,Thomas Wang,Database Administration,2023-12-22,2026-07-18,fdc19165b5f04dafae5b613779c09e6fe7a369dd25a503e2e4ee1bbb9cb4432e,0.564512149785231,740,0.8601005942931795,0.8907944827206182,0.6831763194592235,1,4,7.232758004668549,0
TU Munich,John Wang,Data Science Professional,2025-06-03,2030-02-26,5ec0f46b8ff292f0a414289b76594e445a76be6ddc59b9f906741151605070d2,0.6412219096480655,211,0.8659046736480777,0.9448775133555571,0.9860662205876227,1,6,56.796301867489774,0
Harvard University,Sophie Kim,Database Administration,2024-08-20,2025-12-31,52f42818110c26630095ced87c43f0020ecd09e80f4d25ec362ce585c7877b08,0.7947977880913927,498,0.8770733585654343,0.8928110283388331,0.8936640441512079,1,9,19.516083349212803,0
TU Munich,Mary White,Digital Marketing,2022-03-12,2025-07-11,daa5a5c40aa2f71d78b6bdb805da1db3e581cf2d483942b2cb4bb3f04683208c,0.9218205636045702,1390,0.910564907657855,0.9422112175034727,0.9098982124587809,1,4,7.182920269371041,0
Harvard University,James Thompson,Agile Methodology,2024-06-03,2026-02-26,b1c9b7d0ec706f5e26f0017c28632815539d1bcf3927365c7d0115bd067b4358,0.8005263341368352,576,0.8568605276409077,0.8579408699014427,0.9100487838466387,1,7,30.080144687396327,0
DiplomaMill Online,Robert White,Cloud Architecture,2021-12-23,2024-12-21,7d64464e71132feb5e8e6b2466720475840aab84719c795139ab29f492dcf3a4,0.2685,1469,0.3061,0.3388,0.0663,0,0,71.01,1
IBM,Linda Jackson,Digital Marketing,2025-11-16,2030-07-03,24f6fcd5bed5a0fd0d59e047e09dc153c2f14ef070e262bc3b40359b25c1cda2,0.9650414091653496,45,0.9179729851504317,0.9312112918559405,0.8807200065969731,1,6,8.758755304261259,0
IIT Delhi,Jessica Jones,AI & Deep Learning,2022-09-19,2024-10-29,10259edb788ae58a7146759ddeb5254aac3f37d42fd167f86458be3cb21eaf13,0.9053107007310928,1199,0.7462849386124236,0.9620185469985791,,1,5,22.891655992208463,0
Cambridge University,Priya Dubois,Digital Marketing,2023-03-29,2026-05-13,871e69046253afbd892bac4899bba472dd60d76abbe8dd1d753d176c056ec066,0.7427461593728321,1008,0.9771128912571047,0.9116339195339425,0.8693139291516838,1,4,8.405924213853234,0
edX,James Davis,Full Stack Development,2021-10-13,2023-02-19,40a63c0938dd14851e64b3b060b292776838b89e29904dfd22ace2afd91216e4,0.7613093577727343,1540,0.6806991851992732,0.962933998343698,0.9518863784872518,1,3,16.509648579922096,0
Harvard University,Richard Mueller,Mobile App Development,2025-11-21,2028-07-02,0d782114fcb9f6220b1937a34c8a99c69ae1cb5c1c0de202637aa3067dc9db06,0.8914102678389896,40,0.5645045101423711,0.825913142838967,0.984960481560952,1,3,58.05087570059623,0
Cisco,Sophie Thompson,Blockchain Development,2022-10-13,2026-02-27,4e496d9df780ad887dcea1a55a0801a4b9749b961fb45db44051d06a41503506,0.5170582870371119,1175,0.7937014982600462,0.9056549138748289,0.7818433792782785,1,6,27.335893328128343,0
Oracle,Barbara Rodriguez,Machine Learning Fundamentals,2024-08-05,2025-12-01,2c294df1f9144e6663d84fa26f1056974fd2a706a6186d04e41115c676c89d4f,0.9476536883139667,513,0.7821143410957003,0.8134735825967729,0.8652794878991017,1,5,4.555505957228971,0
Yale University,Arun Martinez,UI/UX Design,2024-01-02,2027-10-12,f6ec091012f1d8b712829243d32688bb59b62c21382c8265ab233d0f48d4f40b,0.8287993729246838,729,0.902883478939295,0.9613636581703442,0.803443951174347,1,6,38.482056304546894,0
Johns Hopkins University,Arun Anderson,Digital Marketing,2021-06-13,2022-12-31,9c8f950a39d9af8be9ec10be9842db4352794ac581ac8bca638cb48a8e9d5d7c,0.9442921701259807,1662,0.6747959429085705,0.9318135278819755,0.8219172236337078,1,3,14.863305098787896,0
IBM,Jennifer Mueller,Big Data Analytics,2025-01-01,2027-07-18,1c92908d80998c053025c06b054a90e8b40138d797ceef30331f9ae13451c01d,0.7416809682454021,364,0.8473367410801819,0.8387610664895262,0.9084857328829177,1,3,17.822886684482636,0
MIT,Pierre Kim,Database Administration,2024-12-30,2026-08-06,da26d25764e6be689adfff1cc9343e56894687d70f202bdcd79162f23411bf94,0.9056047740610728,366,0.9674857580223655,0.9297578177977193,0.9395804396679429,1,10,49.162680764587456,0
Johns Hopkins University,David Garcia,Computer Vision,2024-02-17,2026-03-28,25ae33656acd39161096ad0bd5cace659f838dab55e3e13d489490acdb1edbad,0.8750031937786343,683,0.9903780819899802,0.860578110851965,0.9342000151897701,1,8,0.8428087487683201,0
Udemy,Susan Martin,Full Stack Development,2022-11-25,2025-11-24,af593f14943632fd4fbfba145be379372d75fca498d70e7777103dbc5299ac32,0.5516344227365255,1132,0.6855992158623051,0.9007789812269715,0.6357003360945325,1,7,22.497142976256384,0
Microsoft,John Mueller,Data Engineering,2022-01-22,2026-03-23,c82afbf59464218d61303fdeca155f7e6b28537e61400dd5406436d2a145eb59,0.8932946041105702,1439,0.5697644118991556,0.931181416876936,,1,6,32.83060477747095,0
Adobe,Mohammed White,Mobile App Development,2020-11-19,2024-04-20,a8b9fa0401805ff57ede75fcdb8bc28ddd9c8d7c1da4dce01c0ccb47c81e90f5,0.8608093255957433,1868,0.7841020392055557,0.8581704529146217,0.8087618636002403,1,6,34.27536845079133,0
TU Munich,Priya Dubois,DevOps Engineering,2021-12-25,2024-10-06,3680b7f628d9f1305cdc7e9195b5b6ae8e1e3a1203b4ec1f38bceb5ef1982a21,0.870258953678953,1467,0.9937840101708668,0.8429805739526962,0.8706571357478292,0,4,13.201645342182903,0
AWS,Arun Rodriguez,Machine Learning Fundamentals,2023-11-26,2026-10-04,5a728cdbcc9703d1a4dc748d315f3251ef58c24192f716ec19ae096da8d45f8b,0.9447671436150765,766,0.7933571375405286,0.871096246209384,0.8032851083445648,1,5,5.313015137365415,0
Yale University,Elizabeth Rossi,AI & Deep Learning,2020-12-14,2025-08-19,de4751d997695241c109a12e8c752279d81bdb5c1a6fd8b4ad05eb915a7e256d,0.7889310138729403,1843,0.9293351485074015,0.9486499077483525,0.9290309494775986,1,3,39.41004807312951,0
University of Oxford,Sophie Miller,Computer Vision,2021-12-08,2024-05-25,d7154ae8eb41e3275f59d32c0c10c85228910184a79ca5b5d4d12686a63563ce,0.8105038980959454,1484,0.706629195899942,0.8896156660355033,0.7571420712393775,1,6,176.35851299624872,0
TU Munich,James Kim,Software Testing,2024-07-17,2028-04-26,2bbe61bef7fe9d137a90758f9d91403be689cff7e1d505e232ce8cc08599cdba,0.8675107955261819,532,0.8922780957848565,0.902752588453153,0.9134290680899617,1,8,27.863819736822084,0
InstaDegree Corp,Wei Davis,Business Analytics,2024-05-16,2026-11-24,09b0b6ba1645da7960370efc2b6a2bf0a613245781813b07e9a7dd39634578a3,0.2539,594,0.4377,0.4652,0.0828,0,1,15.29,1
Adobe,Susan Jones,Agile Methodology,2022-10-21,2025-10-22,71d6cc1ea5c8ee1d536c2c5eadff3fcf244ddd773ec42e6d8f06bfec6b4e98c2,0.8234268353248116,1167,0.9768886004421609,0.8986065929369865,0.9079292371737046,1,6,0.8848417770520194,0
Harvard University,Susan Kim,Machine Learning Fundamentals,2023-12-26,2025-05-11,24a212bff041ea0e80a454f61cea3d86ba91e107925250545f1f1ae57288fd34,0.6878655283808714,736,0.7696182636415729,0.9261245462687228,0.825383260029097,1,6,31.82211656848026,0
IBM,Yuki Harris,Database Administration,2024-07-17,2025-09-15,17ac2107676aa0b07781eda31acdb1f8c741dd268161230425ebb58f7106d440,0.8471687205196073,532,0.759354851277712,1.0,0.9227819463058373,1,9,22.55710952812711,0
Udemy,Yuki Jackson,Agile Methodology,2022-04-02,2023-11-09,0244346f4c56d1ae34cb42cfe7dd2089605f2083c0e358d061b0359d781bdb88,0.9589418947789006,1369,0.8023090230897338,0.8900824129452087,0.8796361690326275,1,11,15.341999571225832,0
Johns Hopkins University,Mohammed Jackson,Cybersecurity Analyst,2023-03-12,2027-12-10,845c6fbd1fcd05853859c83a02408af8ee002d29c9518fe995043c3f81ecaab8,0.8151650886805939,1025,0.9329748044460965,0.9273139521905677,0.4810909015737683,1,6,72.08495118023919,0
IIT Delhi,Mohammed Martin,Blockchain Development,2020-04-29,2023-01-20,b36ceca6033bff08b0b86e333a8d4b726f2b169d40a7e42b7eb7681db4346200,0.8924919122320241,2072,0.9542993647315596,0.8491920311735905,0.8363872626646768,1,4,93.07769548283869,0
TU Munich,Susan Garcia,Data Engineering,2022-03-19,2025-10-21,94bdfd55192c4f016f4f7303d6e651f2a24158077019fab17a184b82058dd45d,0.8617973895413602,1383,0.8659928286178993,0.9368178368735308,0.8917461644586917,1,2,31.17490265571435,0
Adobe,Thomas Martinez,Digital Marketing,2024-03-11,2026-09-13,8e948212f54c86e7c6014cc3de22d7ba945ccfbf8eb3fbd75d808209f51288d1,0.7298123291307212,660,0.9665785597180093,0.76819109465203,0.6874778162974832,1,5,12.229824851972669,0
Johns Hopkins University,David White,DevOps Engineering,2022-12-01,2026-10-07,4b863355772e4d731064e348ebe93845b24c471f8a64c20312cfdf8d0b25e855,0.7288268043075717,1126,0.9871839876648493,0.9448356589975302,0.772350401704944,1,4,27.642031750456255,0
Adobe,Jennifer Santos,Cloud Architecture,2023-03-29,2024-12-05,df0be42e185ff6bd3e907bf74354ededdcd1034cdd3717316e98f063cd7b3328,0.8310041596235513,1008,0.8008792852486377,0.893888283475241,0.9327386148007936,1,5,21.111646488289505,0
Coursera,Yuki Hassan,Robotics Engineering,2024-03-28,2026-11-10,78471d9b1bdde2ac92ea038682de4ad12bfa802b96709c908df317b5ec7b17e1,0.8110831104290812,643,0.6542878443775298,0.8941780364123957,0.8889410654238425,1,7,29.78846603268136,0
University of Oxford,Michael White,Cloud Architecture,2023-08-31,2025-12-07,5c78c472d29e9b4c8c74298bdea41c997170cff8874287733178c1b06616737d,0.9215190602926028,853,0.551072482481424,0.8795864867595173,0.7844172517829607,1,4,4.103772781168951,0
Yale University,Jennifer Taylor,AI & Deep Learning,2025-04-25,2028-10-04,4676b18b9847f11fcefbc99c47f05d656e555a3566099a18236013e954a61556,0.5861589969510668,250,0.8388524753384491,0.8398734152822432,0.8747562055044436,1,7,7.631346066272246,0
IIT Delhi,Karen Taylor,Blockchain Development,2025-04-11,2026-06-04,c66ba320cce3ed7ca71d0551f08d11cb7fea76de5adae3eb3ce377934e74428e,0.760059665934504,264,0.9636423267389634,0.9694904821718506,0.9576581840154119,1,9,9.687285783150953,0
Johns Hopkins University,Yuki Jackson,Big Data Analytics,2024-01-21,2026-10-22,6e80682ba062eae5abe820d48abc02e75fcab08017c2ced1de14cafa9179d411,0.75212265994377,710,0.7984043199077447,0.9756078151543965,0.873781153371477,1,6,20.84234363318322,0
Coursera,Wei Wang,Data Science Professional,2021-08-03,2024-08-17,d2ae739cec54f29220704eda24db91785e65ee4bda52df7e5a95ea771ef0178a,0.9340355722136722,1611,0.9726297395071314,0.9215142566693367,0.8509589536308696,1,12,103.92813426693903,0
Cisco,Arun Williams,Digital Marketing,2023-03-22,2024-12-15,07bd13a54a5e026df52438deba920c4cc7561b871caa4e15bb6e15f90ca6f956,0.7751185178851476,1015,0.7991311219151094,0.8879943621431388,0.8615399701949041,1,5,87.38219679963618,0
Johns Hopkins University,Susan Thomas,UI/UX Design,2022-12-07,2027-06-30,536ae4bed38576f251e65441403424e87f849e6ae7452d7669232fc5c867fe94,0.80244589360809,1120,0.8788936986871394,0.834243381068672,0.825253497007401,1,9,25.273370849199075,0
Cisco,Richard Tanaka,Blockchain Development,2021-07-19,2024-10-15,f5a2d86f49ae0d313a927e3d299dfa2944d37ab0b938d70403e5c0a92fb4f5f0,0.5884702084370953,1626,0.9234699769024881,0.9109673358007713,0.7705042715546444,1,7,44.74865184500864,0
TU Munich,Jennifer Patel,Data Science Professional,2020-08-27,2024-07-13,c019f8fa156609a5eb74a79172326b3a1ee56df46d04d77d271e9d9bb5d11e64,0.6067307357141372,1952,0.808109189199643,0.9120704143380156,0.7076016149777454,1,7,85.0422118920028,0
CertForge Academy,Mohammed Martin,Digital Marketing,2026-01-15,2027-12-03,791952cfeef2a86f2f614a9c01d44c918e034a03d8eecdd706e1be2970c02689,0.2766,-15,0.1659,0.6587,0.2086,0,1,21.58,1
AWS,Mary Thompson,UI/UX Design,2022-03-21,2024-05-01,efa10878cd55c3b38789ae633d12a81d7b39f85c070d92c5d63f21d9fd4ad524,0.611696839407382,1381,0.9068291618135815,0.8271681844173279,0.5792190793333738,1,7,2.1918681132398925,0
NUS Singapore,Christopher Smith,Quantum Computing Basics,2022-10-30,2025-09-14,73329b5ac4dd6f54c3f22082050faa2a912f5e7a28e3f4ffadfeff61cb17f0a2,0.811274367543852,1158,0.8014737865115342,0.9744672540503301,0.8106248027449894,1,9,15.030315704658639,0
Harvard University,Karen Johnson,DevOps Engineering,2024-08-15,2029-07-24,261983aa3be56117fd5d112f978358abd3ed65a84ea7b2afc52f33784187b7c6,0.8995812428718126,503,0.8909830962977252,0.9538271775912368,0.9113136588965816,1,8,34.966680937046085,0
PMI,Mary Smith,Business Analytics,2023-08-25,2028-08-17,08cf2ce723940ae1e6973961e719a71ccca86a0b29144e3bef4d2af448f5c944,0.7942859615532177,859,0.9099423379916928,0.9250285554747798,0.914959523990329,1,8,94.81805822110911,0
Cambridge University,John Wang,Database Administration,2025-03-21,2026-10-10,cbfdfbbda290bcb9c977e621839fa63acd852ff1b3a8eb4748022a7c515d803a,0.7672291405527047,285,0.6437393606460919,0.9128015818552376,0.8108554768487135,1,1,3.0316694576196928,0
NUS Singapore,Christopher Patel,Data Engineering,2020-10-22,2025-08-21,0fc54d949daf4d94abd5bb7b87a9dfa1e52a9c25059ee29b31513c7a1adeafe3,0.8488849596037779,1896,0.957915758287934,0.851857115230511,0.8333231682362087,1,1,12.336699733077285,0
edX,David Hassan,Project Management Professional,2021-09-01,2022-11-15,e5a9c71acb43af802e2ac393e6c99757a6ab0e20a673ea8ff85eefadfc015d80,0.7430311074836915,1582,0.8154969154444555,0.908337079560232,0.8507376682540514,1,2,26.887863880988817,0
CertForge Academy,Barbara Miller,Data Engineering,2025-05-20,2028-08-30,d3f0932d297b41d2d64927be81bf33c9797bbc8c68feefb1907b89f08aa5615c,0.2597,225,0.4,0.7404,0.0016,0,1,168.25,1
IBM,William Martinez,IoT Development,2020-10-19,2022-07-08,1cb8d768073a018166de12776b69f5f18fa207290b7ab13d255e2e4187cbdb82,0.871376897472853,1899,,0.9133336889810088,0.7710211820660986,1,8,4.370224135597069,0
Salesforce,Wei Harris,AI & Deep Learning,2024-06-29,2028-11-03,22288608a6bafc3c30e69ac8f28edbf22df7ad1c506d5b98493d1a1de8748b23,0.9092825528813229,550,0.6948735889835955,0.8789296980734981,0.9452746496599748,1,5,26.340806873359014,0
AWS,Robert Davis,IoT Development,2025-01-14,2029-03-12,fdced3f3fc2e44dc7a91bd4a2ae4fda4056a28adfd6343fd01298a4b1f057976,0.6698554410624761,351,0.8436446521966312,1.0,0.85570213103399,1,4,58.57018032024785,0
IBM,Mary Hassan,Full Stack Development,2024-12-26,2028-10-14,3d190a46f1e80f6c7869da028a994af0efa48ddb5ea6f2b580ee08f2df58630a,0.716772002252677,370,0.9277308052094658,0.9306121296619128,0.8577203884664849,0,5,59.4269029593224,0
edX,Joseph Johnson,Machine Learning Fundamentals,2020-11-11,2022-11-21,52bdbae037fdf7522f5037d30b6e40150d59103615de27946b46ac81d01752c6,0.7455690558145557,1876,0.6946710580607591,0.925452976936155,0.6663313698184673,1,8,27.73392048294463,0
Cambridge University,Arun Garcia,Software Testing,2022-12-05,2026-05-17,c829991fb9f0595527415af4ae8e57db28456982aaa8144d94012c0d1e58b575,0.7714495448145898,1122,0.8876372349917014,0.9047176677628098,0.9173517032938012,1,10,38.41246958776047,0
AWS,Robert Harris,Robotics Engineering,2020-11-09,2021-11-24,061adf043ab95b856cf9718af7c00e2c053ea12a8e7d94b571e9aa35b79d892c,0.7108525268428946,1878,0.7922417497209422,0.8613510096875624,0.8645478618063931,1,2,20.958249913826734,0
Cambridge University,Michael Martinez,Quantum Computing Basics,2023-06-07,2024-08-15,5768b0a3ba16cec5176f27379bcfd07f3a3c4871f2642b1bbb78902b97cc61ec,0.8776579958755557,938,0.4420122289134407,0.8514494880832788,0.5463776404540244,1,2,0.8181344323476301,0
PMI,Patricia Harris,Database Administration,2022-09-08,2023-11-14,299c896166d2ebb66ddbed59db7405e5effd01564b19e0f310ab06ac81835e7b,0.7109754334961658,1210,0.9228507880663872,0.970918243604206,0.9373042800912448,1,6,32.394673574893815,0
Salesforce,James Taylor,Database Administration,2020-07-11,2024-01-24,8eb04e4f1c0462a04deefa9aa087812716421b91f06282d4802261d391d00421,0.8321587506871231,1999,0.947212430261689,0.9110956402825461,,1,9,0.8160818999346877,0
edX,Jessica Ali,Quantum Computing Basics,2021-11-17,2024-07-21,6e9210364163812d9cfa6f1a7c3d028f6b9d6df041253f15a0caf2cd6b9dd765,0.8088588145861312,1505,0.71989556442648,0.9991025816838448,0.9090971513284851,1,4,6.742604615470699,0
University of Toronto,Christopher Dubois,Agile Methodology,2024-06-26,2026-11-22,54eddb18ed586ade30e14cbcdc37055397c21cd752de6a423f328c2abbf6129c,0.6099587360623001,553,,0.9591517654939405,0.8727776072924214,0,9,53.25976204808896,0
AWS,Pierre Garcia,Big Data Analytics,2021-02-10,2022-11-23,30397f37154b1849800ad6ef7dc3d9adec7f6577ef5d690ef54d94edfaaf221d,0.8612523577891911,1785,0.6227433102239625,0.9064000013845932,0.9154437354648848,0,7,21.092759767929444,0
Cambridge University,Susan Davis,Natural Language Processing,2021-06-20,2024-03-13,076e5bdd1ba101c3239f7af77307d116011f8f94624d1e057499c86af4104a1a,0.6827119549958192,1655,0.7867576352656293,0.9945272262455027,0.9727924834250027,1,8,12.817696461839315,0
University of Oxford,Fatima Santos,Computer Vision,2021-09-20,2023-10-18,7083b5bcb01b5ff6b4a90c580f98c7c36c275d727666cde89c2253f35dbec878,0.6852417074812949,1563,0.8294274333353433,0.9222476635463963,0.7257289283595739,1,12,56.68192002876014,0
FakeUniversity123,Robert Chen,Machine Learning Fundamentals,2025-04-18,2029-12-26,c2b9fb848d76be9621ab978,0.2816,257,0.4,0.8494,0.061,0,0,1.56,1
IBM,Linda Brown,Data Science Professional,2021-12-09,2023-07-18,7ef9fc22aa75c89d2c02dca3a22bfdfda1010874dc330a431c4876ca6a12fe1f,0.9449857886446485,1483,0.9454017173439233,0.9643171926655538,0.8750826473794354,1,6,98.79046085121965,0
Coursera,Elizabeth Brown,Natural Language Processing,2025-05-23,2026-10-28,698d6c3002156ba7b35fd6882961c257ea61b2bd79aba21e7da315f9f3e7ffad,0.8783990729414937,222,0.83251262769318,0.9691697960422408,0.9045126529857339,1,5,26.9988434344058,0
Google,Mary Patel,Project Management Professional,2023-05-29,2027-12-07,deeadc3631e6a4323b03601885418247040507e4f9b12b4da50b9e5d3fa31a61,0.9694206534073445,947,0.9650303760461986,0.919039499143331,0.8523608863882493,1,7,6.269984267200387,0
Cambridge University,Michael Rossi,Mobile App Development,2020-08-16,2024-07-04,a35559d03eb53e596dfe32fc8173c30ced2308a57c17ce3a36ca5bafaa8cfd5e,0.8370545922877282,1963,0.9079973567234302,0.8201009299395483,0.9790071304909341,1,6,60.08502998017891,0
CertForge Academy,Jessica Thompson,Digital Marketing,2025-10-13,2028-08-13,9b4b3970,0.0077,79,0.0206,0.8884,0.0523,0,0,59.86,1
PMI,Richard Williams,Mobile App Development,2023-08-18,2027-04-06,96ab23d8e3d8febcda636c096b59e3e5fe821582e7a689f9f8ddccdb97f3a95e,0.8423489522520802,866,0.9011169492520417,0.9049731494474013,0.95264229073874,1,2,11.87332260947119,0
PMI,Yuki Wang,Business Analytics,2020-12-06,2025-01-06,571aa48e7dcba87e1329e5017c1bdb059cc6673fc7261fb1da54c4c577faa530,0.9716940310245239,1851,0.7564760297910255,0.9156109959297393,0.9719153570295215,1,8,21.193015408610748,0
AWS,Pierre Rodriguez,Mobile App Development,2025-01-11,2028-02-08,9b14694b975dac2d38d2a0d8694da5c805a0866e11e987605b89008674c44f13,0.7269415474842044,354,0.6830171073248827,0.9424328355413129,0.9403123247203129,1,8,21.02205476823082,0
Oracle,Barbara Mueller,Digital Marketing,2023-03-16,2027-10-13,4d0d0b39cc166be517dac9e60bae04b4beca4ad8236e6b76c9a93bb20eb52b5a,0.5963697740239834,1021,0.8685547204400634,0.920647679422325,0.7469041688962068,1,4,88.59042195448525,0
AWS,Priya Hassan,Natural Language Processing,2021-10-13,2025-10-11,c26a4fd3b06847bd1475f5d497aca5a85554571ae9d62a46b591d93983187902,0.9868310735934883,1540,0.7152897637997419,0.8187345653445226,0.6359219863652296,1,5,20.573447408676913,0
University of Oxford,Susan Jackson,Data Engineering,2023-01-28,2025-04-19,1d5f3a8cf89ee9eb4899ec2aea5c7d2cf7cc48a952a027133df9b2ca26b1e1a6,0.7453163255570411,1068,0.7739001078752323,0.8269409090147996,0.7290242325206482,1,4,57.91478024830795,0
PMI,Michael Kim,Natural Language Processing,2023-09-20,2028-07-15,b9e9e5e4ced3da0da6401a6a93d8c1b7b9028812eb593f0f7382f6a6dc08a2eb,0.6874437977683596,833,0.7095601376749509,0.937206298622587,,1,7,72.11036039832803,0
Coursera,James Dubois,Network Engineering,2022-10-29,2025-06-01,bff51d48f5eabd947c6b1e9c0c6c42bab98ca93c2fdccac1164022035a87b29f,0.9169621293672648,1159,0.7755251413900546,0.8783772192517012,0.9108268027547465,1,8,13.899711847572288,0
Google,Elizabeth Taylor,Network Engineering,2024-09-18,2028-07-18,9497efad9ff147e21629b727abe6ebf25a04d446759b368faecdb894575424fc,0.8300097296841736,469,0.8657758295670757,0.8926017255069923,0.9317408518143706,1,6,42.76309219157178,0
TU Munich,Linda Dubois,Cloud Architecture,2021-03-16,2023-05-08,d8a3823fe5091867c678022ecc271e911c31212ca243e268a863a3e6fbe9bd8f,0.7993818792006411,1751,0.9473203875100629,0.9206959086724397,0.484001447481432,1,8,15.990360657376641,0
MIT,William Harris,Machine Learning Fundamentals,2022-02-04,2024-05-16,5ad597c1f2af16f18780cc4dcb88fb015a844f00716c1c42d821793a2d8d15a3,0.9450932694671902,1426,0.7007915412635554,0.9597641032562857,0.9232697413644084,1,4,57.49920704980687,0
NUS Singapore,Carlos Garcia,Data Science Professional,2022-06-15,2024-03-25,908aa7effa16e5ebec0f645641c6ce8ea104feeb64a316fc082864e54b984f69,0.7421482438889953,1295,0.8219590935649936,0.982120726259021,0.9820540745433828,1,10,5.64401761895705,0
University of Oxford,Mohammed Miller,Software Testing,2025-09-24,2027-12-30,2e470651383121a649b7140dfd454c2e7a579749082e8c9db30cd0018cd73a1c,0.8615545080599427,98,0.8547406704007439,0.9756432467089571,0.6017919848662561,1,8,68.99063580158877,0
Johns Hopkins University,Susan Hassan,Full Stack Development,2024-10-16,2027-08-08,ec548b541cfca6e577bc936af2d345836abe3de73b2e86d313455a88e1307b2d,0.697026639938815,441,0.930926730072371,0.936975724190942,0.8799452417116809,1,6,69.95887086573536,0
Cisco,Karen Anderson,Blockchain Development,2020-12-30,2024-05-10,189e684f014b1de1434573602c18d7c5bf49d4109dc727344be6a50060b8dbd0,0.960957757717386,1827,0.8120902920984384,0.8035449478549953,0.9557253929121009,1,6,8.162109786594435,0
University of Oxford,Mary Rodriguez,Computer Vision,2023-05-14,2025-12-09,285a952a5324dbacc8f7a848ebe1c43257ddfa948011d13d3f5548b7850864ed,0.8666060875892899,962,0.9166026130779651,0.8839086935317432,0.9417862859151998,1,8,3.438423447168548,0
Oracle,James Mueller,Agile Methodology,2023-09-12,2027-08-07,ecc7d8415c2a51c2bf8734ed5ce27986c5662c3d8ca265f696259878ebdef488,0.7990837419485398,841,0.8807462891266243,0.9613301137095748,0.8823347436339879,1,5,2.493526761526223,0
MIT,Pierre Brown,Data Science Professional,2024-06-03,2026-09-17,34ecca4da2ee1cefc4ee429aa9f3ca5e253468ba5b45ce21a0c1f426df9b3547,0.6986039996157964,576,0.744008783954052,0.9280002508580212,0.9393235147805087,1,6,33.15498633639832,0
Google,Robert Davis,Cloud Architecture,2025-03-04,2029-02-15,a3b6d1134ccd0d502c53078828d5a0e6f4870240b50d5df699893df550395b64,0.5577624217710474,302,0.7186041445435741,0.9127325745959698,0.8855649325577872,1,3,48.824122563404636,0
AWS,Mohammed Mueller,IoT Development,2025-01-16,2029-03-16,c69da3412e0be23f4ff61d5eb786622accca28b6dddbea571c9edf6c390ec00d,0.8171384065650568,349,0.7751806422670556,0.8994452385858438,0.8258603965470702,1,8,132.99875312586488,0
University of Oxford,Patricia Tanaka,IoT Development,2025-01-11,2027-07-01,c8b6a38c6e41095d527161ded72e602a5e403fdb2843c22e2832db464bb45994,0.7702468283124547,354,0.9409502982120281,0.8493115737794532,0.9091659993550213,1,7,5.1526253470807575,0
Google,Pierre Garcia,Mobile App Development,2022-09-16,2025-11-22,5233bae624d8aa8e1bb48422688371bc0f0fc62b81c8fd9d39d991ac50fcc968,0.7321008360198366,1202,0.7926258398410252,0.8867069417872058,0.977928221293698,1,5,7.715953323802559,0
Columbia University,Pierre Kim,AI & Deep Learning,2025-07-17,2028-08-21,4717db518ae28df5351e90a6bf737b4243d9c2fafd1660913dae7319e9e07b07,0.8154880807951985,167,0.7369735309057092,,0.7760310115378737,0,10,2.940593174041849,0
Coursera,Mary Kim,Business Analytics,2020-12-13,2023-03-05,ff5163fb47a4eadd13c9e07abf239a3f350422adba6616529f5a1ea9cdfd2250,0.8259723593313767,1844,0.953233213864146,0.927150733542977,0.8786101934442015,1,3,66.40337443185955,0
University of Toronto,Patricia Rossi,UI/UX Design,2025-01-19,2029-09-20,c623670d54e8bed9e857959161c960333db807adc92ec00e05ff7378c01198b4,0.8472682043816946,346,0.9795328453618117,0.8458422101677435,0.9838690095523133,1,11,18.87008310427639,0
IIT Delhi,Carlos Tanaka,Natural Language Processing,2020-02-28,2024-06-16,cf38fd452d20e7301192f7f34260cc196b9c7296154661dbc4f334bca88cfefc,0.6201851166941751,2133,0.8232418234643185,0.9225192757574953,0.64721641552797,1,6,22.260059110344645,0
PMI,James Tanaka,UI/UX Design,2021-05-06,2025-10-19,9af5b8f276d2513b53171261316c8ba38c6744c0816e12e10582fe627c785650,0.8750032096554539,1700,0.7802908421144717,0.9144399300880379,0.5997419495543159,1,2,37.65940886593354,0
Microsoft,Yuki Taylor,Data Engineering,2022-10-10,2024-07-05,b75d0eadfd566f588f8558a066c4ca91369eccc7a1fd6b576018d056d19cfd6f,0.6395453500725989,1178,0.9241002889621666,0.9287609488641718,0.8703483032321591,1,3,59.54642621589492,0
Yale University,Carlos White,UI/UX Design,2020-04-05,2021-11-21,e372bcda369acd74b0c49d1bbf3bd89563ab60b671d31173f232fc3c864ffcaa,0.9399630019941732,2096,0.9696824130551245,0.7831697110292027,0.951760226052664,1,2,29.51279642869161,0
Johns Hopkins University,Fatima Harris,Agile Methodology,2022-09-02,2024-07-02,5e44a5f7e30a400d1acb256192356dcb725f0c288cc87f5a88e2af70fdc4f24c,0.8497606947352568,1216,0.9233004955783087,0.806692481183691,0.9659878485170544,1,6,47.797804386176765,0
Johns Hopkins University,David Johnson,DevOps Engineering,2024-02-25,2026-07-08,e8cacb70ee45a35a139b0002e92e8296e07b3587587e601db6491374c9dde149,0.7160760338319917,675,0.8467738258916016,0.8826315135021595,0.7224183086099542,1,4,30.780926040123006,0
edX,Mary Anderson,Business Analytics,2023-09-13,2028-06-24,e4595d122a717526ceca24fa7bd1089a493b29b76694f4790241e2515dbf46de,0.8729327377840819,840,0.9852034159035277,0.9701587590942614,0.9465878674632647,1,4,40.03201599286841,0
Cambridge University,William Kim,Machine Learning Fundamentals,2023-12-31,2027-05-04,80de6f983d7235412b8c0eb461b4aa6328e83249180064ee107addffaf8549a5,0.8411927410774331,731,0.754017118382065,0.9195495845491918,0.8925869033120711,1,2,11.665368680004924,0
IIT Delhi,David Rodriguez,Natural Language Processing,2022-10-30,2024-03-08,a8dba8a40924af115b98383e1faa6aa54b594b25fe422b7765e1fd7041954ef7,0.6204053820393368,1158,0.7927430903219561,0.8929467007772415,0.9298889041218669,1,5,2.8019000489659853,0
Harvard University,Elizabeth Smith,Full Stack Development,2023-08-09,2024-08-22,79f284ec83675715eb43fcf0ea13ccddee1e927bf2fe617621d14e5fd5304b05,0.9130654058503155,875,0.592488100236074,0.9637938450250675,0.7496015259025506,1,3,10.483968481080227,0
University of Oxford,Jessica Kumar,Agile Methodology,2020-05-21,2021-06-05,bf4b8d34382a02c0089c4b02d9f01ea1ecb8f74612e7d9ddd29a43698aef578f,0.4833901160425578,2050,0.6954509231221261,0.9215697614077122,0.750521341654025,1,5,112.02007026592962,0
TU Munich,Jessica Brown,Database Administration,2022-04-11,2024-12-05,47a370f3ae8c2966c0c08741977049e1bcc1b4a6ee975d577937b0f28e58a47b,0.8589030840975174,1360,0.8886631929436443,0.9351436238499135,0.9603237992871541,1,8,39.236257142346446,0
AWS,Patricia Davis,Network Engineering,2024-04-13,2028-08-27,135789a4948f1aabc5e1427722680301b1dc5be343408f84505a702586de38f8,0.7755386618700928,627,,0.9142955189313601,0.677665297838551,1,9,0.5224556713829229,0
PMI,Carlos Anderson,AI & Deep Learning,2023-04-18,2026-12-11,f6381248375e0d3b6c3f7f152d80106c67e7746cf7751b6009d039393e814e32,0.7270700067309112,988,0.9131210352860724,0.8634593600021684,0.9486058151838479,1,8,33.46012210084433,0
IBM,Christopher Tanaka,Mobile App Development,2022-07-08,2026-07-09,7557dcdfecbdc9bf72aa0b65f195ac86a14aae745a40c230909f0df1e30dea2a,0.9566877758282557,1272,0.9373864526441992,0.9287464881419188,0.879383987521235,1,7,0.10151114979023099,0
DiplomaMill Online,William Rodriguez,Cloud Architecture,2021-09-13,2026-07-12,74f5005f7ce475f1ccc2feae819e22cc564c234a8ac1275e30003ee4d489fa08,0.0174,1570,0.4756,0.7313,0.165,1,0,156.77,1
IBM,Karen Martinez,IoT Development,2024-01-17,2028-02-21,2eca448d9b55c980e34dd4c5d02486afbbbfa37ca2c3df926751fe87e57a34ba,0.9375077751706594,714,0.6837139990286847,0.9006546939049648,0.7392650301263947,1,4,32.24328938489664,0
Johns Hopkins University,Robert Rossi,Data Engineering,2025-04-28,2030-01-29,66e146e0,0.1239,247,0.2429,0.6086,0.2764,1,2,100.11,1
NUS Singapore,Priya Thomas,IoT Development,2022-10-15,2027-01-13,16e724d2605319e83fc4b6d0327caf2a2f400d832cd66ee780786f994f75817c,0.905412437600512,1173,0.9579466855241427,0.8835409313951751,0.9594010565923488,1,4,35.5928940197903,0
PMI,Richard Mueller,Software Testing,2025-11-01,2028-10-05,fc03f81415ee62dbeb90dc50af38452e841cfed169687396974ae4421e92d13a,0.9095871916444926,60,0.8639209538310653,0.9760385553368339,0.7615872711020056,1,6,7.62061877644101,0
AWS,David Harris,DevOps Engineering,2024-11-17,2026-02-19,584b941a5dff687371821ab0cf75a1c2dbb4574d7d3f13f70259c8ee7b525829,0.8810965509310286,409,0.8313663524811636,0.8803734282713078,0.8047854497462511,1,3,24.67891602892614,0
Yale University,Mohammed Miller,Data Science Professional,2024-12-27,2027-01-30,fe5d6bb15e26a138c7f8a2559151702b91b5a2dd235db6844a7274b0a3a04e70,0.9407540551180539,369,0.8446067718395581,0.7892655234226985,,1,10,8.5230169648139,0
Microsoft,Sarah Williams,Digital Marketing,2025-08-16,2028-07-13,62a71954df638b4e957ef38d535417f95042149f95babfd81473d928e9f96357,0.6650642717487726,137,0.9997358164262056,0.8708324154708307,0.9105975654046653,1,10,26.628619244149345,0
edX,Karen Mueller,Project Management Professional,2023-01-12,2027-05-03,c0f7ce0ad681658084885e17a283615b748b51db82ed662d1971ffb270436273,0.8272731890781267,1084,0.3999106712467262,0.9036214469885855,0.9140207831340316,1,4,30.059435560440576,0
Adobe,James Hassan,Cybersecurity Analyst,2025-11-14,2028-10-07,9b62ae43fb25a3dab97506e8e887f985ac86891f38df70ec7c840aca8c921b9e,0.9165966827200376,47,0.9429111927891729,0.8998125952385179,0.7324404813446473,1,5,84.90804016320074,0
Adobe,Thomas Dubois,Blockchain Development,2025-08-21,2027-07-01,ca9269b042af06ac955c1b6bbbb8d30fd0934f7145e004105bb2ba4cdd2b4123,0.7367700462659297,132,0.8781394946625547,0.9830345301264864,0.7616248020933926,1,4,12.80431161260926,0
AWS,Ana Dubois,Cloud Architecture,2022-05-01,2025-04-13,318f23284c5c730e76dbb176d4c361b2882f035c13e6a5b638846fcf637e76e8,0.6178731286113545,1340,0.8379734265505606,,0.8872963482443175,1,3,8.391108509625301,0
Adobe,Christopher Davis,Digital Marketing,2021-10-10,2023-05-25,3360b8e5f5e022aec7ca52fdcc11d98b7f1d4b3a9694d55d186a005e3a4e5909,0.8322526030722587,1543,0.7637500053898054,0.9655799611201252,0.7589056782453764,1,8,18.086257201012206,0
IIT Delhi,David Patel,Blockchain Development,2022-08-21,2024-05-09,ec6e47b1d4871490d374250958aa9093a7c8f1bfad9b44c7453e5d730c8afe4e,0.8622410768996875,1228,0.8867289166241182,0.9274970434062725,0.7985515670412625,1,4,12.537964192467053,0
QuickCert Ltd,Sarah Rossi,Blockchain Development,2026-03-08,2029-10-19,811dd42926d55f723d1d5b3655f02bbbe0c7f6bcb18b07fa8e52eca0ebd8e2a1,0.2348,-67,0.1636,0.5797,0.0982,0,0,65.41,1
ETH Zurich,Linda Kumar,Machine Learning Fundamentals,2022-01-01,2026-11-27,b918539d996c8f668d25dd4152952af742d8ae3966c8902180e5298ece0be6e6,0.6184193581240099,1460,0.8572105127697708,1.0,0.9474060975963927,1,6,38.23534707167077,0
Johns Hopkins University,Pierre Williams,Mobile App Development,2024-02-12,2028-04-22,29d6f01eae23622fcc525f871c7fd5a07b98e47f725bcefff1d4cd63fdcb83cb,0.7977639302013023,688,0.8704013611424491,0.8500488181871071,0.49846034892466673,1,9,77.88012022957903,0
Oracle,Sarah Thomas,UI/UX Design,2025-10-31,2030-07-21,99027e18ab01c3a9a7da19929a8925998aedca7cb7b84c090ab4575d117a28d1,0.8340683976966492,61,0.9625611471087446,0.936653706267153,0.8132925517257971,1,5,1.7018784584109596,0
University of Oxford,Pierre Mueller,UI/UX Design,2021-06-17,2022-12-16,b1467bb85c8c3eae711364d825cc3edd74013f555ed760fb247447bfbcab309c,0.8470082998985524,1658,0.7625713755760017,0.9420059792740489,0.9671301284734473,1,9,73.44530420198345,0
TU Munich,Christopher Garcia,Project Management Professional,2021-10-05,2025-07-13,b8f218b740f0ce94dcd262dc7c46d92395fb8fa1bafb42c69aa63fcc379b65fa,0.8292319977645097,1548,0.9178800235945221,0.9139842220249986,0.6496490939068131,1,7,113.56959831706833,0
IBM,James Davis,Blockchain Development,2022-05-23,2026-09-06,22b38a0225830034f096ba2c14d5b87f26433d00a171bf5f8cf636f6c3a70ae3,0.9323858421836321,1318,0.9158119932004635,0.9108582095194037,0.9636074345078367,1,7,20.065311015426744,0
Coursera,Ana Tanaka,Blockchain Development,2025-08-14,2030-05-30,299b2d42aebd9fcf539da65ecd26e606e9fb06ccaf71a1c94ff4ae35eed12634,0.7610933689059313,139,0.7282881591069791,0.9108979784457173,0.9317497583320646,1,5,58.16540089639677,0
AWS,Barbara Jones,Project Management Professional,2021-06-23,2022-07-05,0eb7805f01bec9c084f5f16122e78f9d93bf6206f5b434b25d82e39109bcfd96,0.8993063123917081,1652,0.9457781703311742,0.9070142923422041,0.9032062512997774,1,5,19.364789412830387,0
Harvard University,Joseph Mueller,Data Engineering,2023-10-13,2024-10-23,d93b55689bb4af90600f28ca36be9b940bb09e6b0fde5a5de69536a70992a81d,0.8594206882813432,810,0.9653555439516519,0.85413597142259,0.8777072222180886,1,9,18.652156607945408,0
IBM,Wei Hassan,Database Administration,2024-11-21,2026-01-02,5248bf73f4aca7ad881a4a469924e8ef5d975cba292ae52bd862909a157d675d,0.8502862090893032,405,0.6778603953306022,0.913117067373511,0.942849868896817,1,6,12.19208236468329,0
CompTIA,Jennifer Ali,Software Testing,2024-07-24,2025-10-16,90cde2706914d30670cae2a4da9f1ce20f512ca117504786f51f7d22c2db2aca,0.6639721755003953,525,,0.8775783691203579,0.8044736279747754,1,10,7.6208652752525285,0
Salesforce,Linda Jones,Digital Marketing,2025-11-01,2029-01-02,d6f6766c79cf0b0b4a22132c371ccb59b129b317ba0f1c05c5532a27d00481ab,0.7752921447568216,60,0.9050146854336546,0.9536542101553243,0.9368528339697785,1,4,35.568450563186516,0
AWS,Christopher Jones,Robotics Engineering,2023-02-23,2027-06-04,38c1fec91a2a058b84f6d9b144abcbe5c86ca6aa6dc1354b72f8de800f31d48a,0.8850649519133774,1042,0.8733197057976274,0.8981267225935248,0.9619347358726922,1,3,2.721083882902,0
Cisco,Sarah Martinez,Data Engineering,2023-05-06,2025-07-12,6c008a5cc5e33d9937efbecaeaefdf3e3a7c26ba95637a23881879232fc90314,0.7278439676588464,970,0.8602085963887853,0.90685231459903,0.8932515643404136,1,4,11.231174361222436,0
IBM,Priya Anderson,Blockchain Development,2024-06-02,2026-05-12,43702494de22735172f5ea4ad267ac357ab1ee629018aeb0a70defad8224c1b1,0.9049207569461274,577,0.9394555806843503,0.9748302008708105,0.7613271796629781,1,6,1.0592474764752973,0
IIT Delhi,Sophie Miller,Network Engineering,2025-05-29,2027-12-13,b5fa7eea80bc9ce403cc702615c1dd18907df223b5788c05b79baac7bb0b9057,0.8194653389183251,216,0.9190496010224644,0.9708041875755125,0.7358755309447981,1,5,80.69266504968802,0
Johns Hopkins University,Susan Kumar,IoT Development,2023-07-31,2027-09-20,5ae969d6c85bf0f3229ad4233ef42327c06695234c543b02de79f7ea20fa1b82,0.8309611611577481,884,0.7716026396915192,0.9238097341188823,0.9908779568403782,1,8,22.351677772814295,0
CertForge Academy,David Tanaka,Robotics Engineering,2024-02-19,2028-07-30,16b6a5860e598b7463f3bd1d57d26f30901ee139153d31ea3542a95017884cd3,0.154,681,0.4066,0.8289,0.1938,0,1,30.54,1
Yale University,Jennifer Thompson,Data Science Professional,2024-02-19,2028-05-07,db2a0afdd9c34a5ac60d61710a174e16cdea348e41fc62da4580694e770bc0fe,0.7673258364970008,681,0.9687606977113756,0.9102711350360521,0.9113199743676358,1,7,32.78713514949302,0
Oracle,Fatima Davis,Full Stack Development,2022-07-05,2027-03-29,8df2644b8fbe3e887345825d56dffe2ebebd9748ce76a69929920962c79d4486,0.876998390575329,1275,0.7549349322953298,0.8566967992885993,0.9716329793104561,1,5,17.50573995397228,0
Cambridge University,Wei Rossi,Cloud Architecture,2021-08-31,2025-11-28,276f346e28daa192aa6f08863614c96caee06cd5092e0973cbd08774708f7d72,0.7316663165975119,1583,0.8622336292824206,0.872304552382227,0.9079906347668191,1,5,9.610402561100805,0
Adobe,Arun Patel,Software Testing,2024-09-14,2027-03-03,4875554f32a8243c1ed75a8cbad9d523a9ba06f5a4373e8fd9c77ee5973c2da9,0.79960089959965,473,0.6508223400552795,0.876700156857608,0.8791830172101149,1,4,113.99846682903234,0
edX,Arun Harris,Agile Methodology,2022-04-05,2025-06-25,a20d78a282ad9d32feb5eb7345c9e9fe99e1be7197ca12b605adc781307da87f,0.1308,1366,0.271,0.4621,0.2589,0,0,46.48,1
Johns Hopkins University,William Miller,Big Data Analytics,2025-11-03,2027-02-07,da70dca954c83a75bef707b0d0692ff8b659037c2fa3b57cdf36f07ecc296d48,0.9041117837837921,58,0.8029370108333154,0.8991851413574329,0.8809599317095836,1,6,82.52938241401783,0
edX,Karen Santos,Data Engineering,2021-01-29,2024-04-25,a813e84e7fa83a4309a986bacb779477af002ade6b67d5a06805464e50ec5b37,0.7865977638105833,1797,0.7937657533042188,0.928380111353022,0.9547113669162176,1,11,24.141688161513454,0
Yale University,Barbara Martinez,Software Testing,2023-12-31,2028-07-20,7e73ce09b154e003f7616748d9ff21d6c332802d2e4fd4a3c50d3ff7b9ee0337,0.7869860705445713,731,0.6957992134062191,,0.9588504211219301,1,8,43.090549081985365,0
AWS,Patricia Kumar,Big Data Analytics,2022-12-16,2024-10-05,c58cba99b074f6892e9e175868c8f90ec5afc0a18b0674e103a1bbee34eb795d,0.7900024580716377,1111,0.6080508967398995,0.9433233169772138,0.9063152260137379,1,4,30.752834071309064,0
Microsoft,Mary Kumar,Cloud Architecture,2023-11-26,2027-11-20,4722fe3efc7c155213e54f9caedff097356a44c1859c9edaffd193191d84774e,0.6905594629413904,766,0.9878266002309497,0.9703309891331972,0.783524906818438,1,6,56.78096744215811,0
AWS,William Martin,Machine Learning Fundamentals,2024-06-11,2028-10-11,2d98fabde1d11cd7304af904957ae1e03f7758f41d0bf6062bdd876eb79a977e,0.6604092022044138,568,0.7988740580292121,0.9399148809423585,0.889246841885998,1,5,3.7829717602183006,0
Oracle,James Martinez,Robotics Engineering,2025-12-03,2030-06-14,a0a16f8a08756b639283021c6be1f9c9edb1113a438159759bc6666fea446455,0.8515916082149717,28,0.9123637533414295,1.0,0.773021408785833,1,7,35.550025966755555,0
Cambridge University,Sophie Ali,Big Data Analytics,2020-03-08,2021-09-21,2f89760c34413bf0c8f6940fa1581d38e5275827683b1b2207da5db41dbf2a56,0.8295384261285483,2124,0.9310687513072278,0.9661309803046282,0.9319720372957871,1,7,21.308263079970466,0
Yale University,Patricia Jones,Agile Methodology,2021-08-27,2024-03-29,2286602ba7b23233883d1b60e06e640e911698d6b6a7e0f4829477da4721b069,0.8963116218081401,1587,0.8788684413440091,0.9923691637537728,0.8884290722953795,1,7,32.93543655553308,0
IIT Delhi,Robert Rodriguez,Business Analytics,2024-07-05,2029-02-12,f8a2acae5c8ba08960ed8f4a4ae5cd7f2359eaffc7575c95d0ab242a29e4e285,0.7100600697033901,544,0.7840027940908258,0.8809967671676191,0.8903157602472818,1,6,4.17194880929221,0
Microsoft,Arun Mueller,IoT Development,2022-06-18,2024-09-22,adb4369661a60185d3dee46c948d31fe81f849cafd87b281ee0b5902a30b5289,0.8752862396572075,1292,0.8829388373890916,0.9708515999981431,0.735003715299247,1,4,31.202605702270628,0
TU Munich,Richard Garcia,Project Management Professional,2020-06-21,2022-09-10,869a01c919606c75b03d7165de3b1d6b89fd0b7f974f269523c963181214d756,0.5237342819193144,2019,0.7809708822760617,0.8404833986329264,0.7880206324534299,1,7,22.00048716924944,0
Microsoft,Patricia Williams,Big Data Analytics,2024-04-04,2029-02-27,74d5fc1f91485e3255a3724a6298a6942d0ca99349d06426dc258084d41aeb05,0.8918176026993804,636,0.5601792161654453,0.8849150011496085,0.8718966525162933,1,5,18.11240635534748,0
ETH Zurich,Ana Dubois,Business Analytics,2021-10-01,2025-06-11,5b62431ce1f72b2309247583f16f52f88a13842e2bddab6f9906a49608021ced,0.9508080249334756,1552,0.8660266471420484,0.868781994023707,0.7035401939434952,1,6,55.224434220089385,0
Columbia University,Fatima Dubois,Computer Vision,2024-07-19,2027-08-31,c2dc3dc2cbcae29dfb653a9c52524df7686dd50516ed65fc610436b2fe5cb68c,0.8392478105668351,530,0.762389290174337,0.9857791037757273,,1,5,8.081875434607534,0
Yale University,Christopher Tanaka,Mobile App Development,2021-11-15,2023-09-19,27f82c243aff634dc278b9d19bc37a1eab8a505f2a18dca14e4f54dc6e9af43e,0.6272664154996359,1507,0.9520607882683155,0.9482138694013369,0.9834882364695299,1,5,60.52928975267216,0
CertForge Academy,Michael Martinez,Data Science Professional,2022-07-01,2026-11-03,400caefe764a847dff083a7b0acdc7615aa27acfdbe0baf3c4c8bc57e5a52131,0.0708,1279,0.3475,0.8244,0.1586,0,0,25.24,1
Cambridge University,Linda Taylor,Natural Language Processing,2024-12-06,2028-04-08,e0c96a4a1c10b43cbe1621c706180f5288b88e6e66f8834376b8ef3d9a869dd9,0.9587089446978552,390,0.7139747750203053,0.9753655834670387,0.9117510205283761,1,7,5.837315412688018,0
Stanford University,Susan Dubois,Natural Language Processing,2021-06-02,2024-02-17,2781b2f8a7d44c3d7bf16648ab1903c6c716d7915ec369835c33265971d6ee14,0.9058738255590413,1673,0.7159241974746753,0.9153390908386969,0.9529104740296662,1,5,14.336246028554804,0
ETH Zurich,Arun Johnson,Cloud Architecture,2024-07-23,2025-09-09,0a108fb4742a3ebfe2e2b65a16a1d94bea7fed8f732723e44c133ecb27fa564f,0.9802478525115867,526,0.915785743340829,0.9294045275075217,0.9057484837470299,1,6,32.39278231467572,0
Yale University,Pierre Anderson,Agile Methodology,2023-10-18,2027-03-31,7d24edabce18e708ec1d251a4812ab467663c52af4d599d0ac12a0e4030a0588,0.5808476234581493,805,0.9618586600704414,0.8848591486917153,0.90136950570211,1,8,37.19084448811992,0
Oracle,Mohammed Taylor,Robotics Engineering,2024-08-29,2028-02-21,9ef1a57d73669fff534498e758af21e81495728cae6d804d02ca9b3fd8229750,0.8917892496301032,489,,0.8837898677859239,0.7463778059681793,1,5,28.151401842252778,0
Udemy,Linda Rodriguez,Digital Marketing,2021-10-07,2024-12-01,c42ad927fb063fb1c33dd9164ff0aeaff1b21e065e0e1b21c3c470104481c1ab,0.9494322468589249,1546,0.8995933723961429,0.8924777226752408,0.9293594941626956,1,5,0.4881918791786656,0
Cambridge University,Sarah Martin,Blockchain Development,2023-12-09,2027-11-22,239919186c6f8e2d9b031819acc88982b66b7f4e6d54a82c9ecc575c3084781a,0.9731495266182693,753,0.7812344828669453,0.996730277971569,0.7037898778073791,1,5,11.613601399881274,0
Johns Hopkins University,Mary Anderson,Machine Learning Fundamentals,2025-08-30,2029-04-22,a41046dab58aa10759d893a830c044c3b8cc673a7a8852bdb27e35db3cb61033,0.8917145070454273,123,0.8183590065587921,0.9847190883563524,0.8958023209358279,1,2,77.64309931017151,0
Johns Hopkins University,John Johnson,Network Engineering,2023-02-18,2024-05-26,59021e36b0744ef76a4978560a1d391260bdc8496db7e4b4ab8854f12204021d,0.7964995504484995,1047,0.8559851299790214,0.9275999993023022,0.790510557170988,1,9,7.24716791645574,0
MIT,Barbara Davis,Quantum Computing Basics,2022-07-11,2023-11-24,d92c0389ecce136da457ac13fd0ee07071744c802a235a09af6005d437066e61,0.8380852016640246,1269,0.8643369366246955,0.9562599736336592,0.9399403238970171,1,8,10.651308341096856,0
Columbia University,James Miller,Cybersecurity Analyst,2025-10-01,2029-02-12,901d3aa37ded2a3bfa5a16dccd9fb425a106267a089245020f7573c9b4235dc3,0.8975161747201758,91,0.9577437742922692,0.8381130345799679,0.7956742891074982,1,4,4.873097438030474,0
MIT,Christopher Johnson,Agile Methodology,2025-02-12,2029-06-08,e8e41c775053457046ec6019911c01b47726ba54102f2507dcde9a41f003f54e,0.7157031480007552,322,0.727387846988104,0.8905404111878219,0.7737687324099612,1,5,28.63928851657583,0
NUS Singapore,Priya Patel,Agile Methodology,2022-07-03,2026-01-31,507e642847022846f0645dcfa7f078decbc5841d49e569c8caeaffaa4b81d513,0.8459257629076636,1277,0.8034281503749824,0.9587577501245009,0.805793613930096,1,5,19.979918742734068,0
Johns Hopkins University,Wei Williams,Agile Methodology,2021-08-17,2025-12-01,a33c9aef31d66f7e0f82b4af2277e1fa6c871b7921fe473c6fea811c689c3555,0.8901995969932442,1597,0.9834162931384404,0.8857396901070298,0.9238356882687019,1,6,6.656535537863178,0
edX,Karen Santos,Robotics Engineering,2023-11-09,2028-05-31,5ea23888fd7169273a75ae42cd13416ab04433c67f7a68671a3012e7c25c557a,0.9675028219620053,783,0.7123850809105092,0.8184925915038372,0.8888556319437797,1,11,49.37976619974439,0
PMI,Elizabeth Miller,Big Data Analytics,2024-10-09,2029-05-23,2f271afe2fcd7d83167babad0582f7fcdc9ca298e8b56d3e909a8fb612c9e3d4,0.8142769172851118,448,0.9679203194818304,0.9224373071116572,,1,7,89.2513120647053,0
CompTIA,Barbara Jones,Computer Vision,2024-12-10,2026-05-27,a90a9eb9f85b616fa3282d0d417cfffefe9ba699c02068083f2ce0c63ff31f48,0.8204599523059662,386,0.8290306489834122,0.9564716290356348,0.963208501767325,1,3,20.445598879426043,0
MIT,Sophie Williams,Robotics Engineering,2023-06-14,2026-01-12,2f2b690ad4b8819a619a1559650c92e5c34d851bb71288b87de314142afe1334,0.6169942591000938,931,0.7429893347919081,0.8866781513784775,0.7355722262687379,1,9,18.139164972798223,0
Columbia University,Jennifer Johnson,Project Management Professional,2020-06-16,2025-03-05,2187844dc21da2a6ec6883de652d80fe8274ae1c37fff2107304643d177f3f34,0.8966535104226567,2024,0.7478850523251661,0.906476727533955,0.9859092218531408,1,5,41.69684039947561,0
University of Oxford,Karen Davis,Cloud Architecture,2020-04-03,2022-10-30,7d5de42042ed0411237e1fee7912ce05a260772f202bed8d92b701e405c4b3e2,0.5585051024154346,2098,0.5791894898237611,0.9196015581483704,0.7919202129961878,1,7,21.38518620812417,0
Coursera,Mary Rodriguez,Database Administration,2024-10-18,2026-07-29,86a8553cf9c664d8258ba60c5ab9b27ae46d7b189b657910fb1faa99d7ebed13,0.5068660237872511,439,0.7849682677017036,0.9122451802278871,0.8811108335654907,1,5,4.176058570180637,0
Yale University,Carlos Taylor,Software Testing,2020-05-02,2023-09-04,993438ac584fbc91ffe8c0475e5e3e33a270e959f04a283ae438a3533ec693fa,0.8734223130218155,2069,0.4636129265989873,,0.7263063716413661,1,9,5.65166283951601,0
University of Oxford,Joseph Williams,Full Stack Development,2025-05-27,2030-01-29,2b6ba73b4afaecc3b8b09887206926498c8a9c9cba5d93ed050e747fda82780b,0.7700849090727233,218,0.8100329708332114,0.9138584438196313,0.9723861995015928,1,8,6.437486753811161,0
Cisco,Wei Williams,AI & Deep Learning,2023-02-01,2026-01-16,5f90315a2cff5f54ea9da1932ef5ec15890cae8f1d9a8380128235a1f840e890,0.9556704594938104,1064,0.6699451349679432,0.8620574767404321,0.9123215743466462,1,7,14.33001656430765,0
Columbia University,Ana Chen,Quantum Computing Basics,2021-11-10,2023-01-15,c2a6c3c73090e51a45506fc81beade470eb3cf8d982182cfbc43683b88214d9b,0.6440870377145133,1512,0.9330151119737251,0.9728830018591713,0.8540283885062613,1,3,35.80842625254998,0
InstaDegree Corp,Robert Patel,Machine Learning Fundamentals,2020-12-15,2025-02-08,acf458dffda069c03018,0.3361,1842,0.1497,0.4875,0.4891,0,1,9.06,1
University of Oxford,Jennifer Smith,Data Science Professional,2023-07-07,2027-03-08,bcf46e640b50e7e5963af61af8c3f3030d4c2f948353f672ad1f05295f5f1dde,0.9197461192575997,908,0.9354785959113529,0.8966975962670336,0.982954314158254,1,6,18.20890802253062,0
IIT Delhi,Arun Martinez,IoT Development,2024-04-19,2025-11-01,2ad9660eb7e5a68b4b4fd0ae1f762f28c40ab69b741ca8fd8f9f6e7694b3de40,0.7378372642940956,621,0.9321767630522891,0.9682337119843211,0.7111911850133499,1,6,48.59412762982255,0
Columbia University,Ana Brown,Software Testing,2021-11-03,2024-04-27,09bf281cc31daea3d970393e89938b7dc826841eeaefce158445a10e98351240,0.8478141310826859,1519,0.7695541759458128,1.0,0.7814137821091303,1,5,19.58788493614507,0
Oracle,Elizabeth Jackson,Business Analytics,2022-08-06,2025-10-02,8a2c95d0dc3f2773948a6016e82d8203740d3c69c12d747a0bf282a3a952d219,0.9482576225179153,1243,0.6535998655609491,0.865626036823484,0.907656747648712,1,4,24.533412280147708,0
MIT,David Taylor,Cybersecurity Analyst,2022-09-04,2026-07-25,b109a6b291e17546a41794260be27684576bac5d709e734d7f567b5bcec51d0e,0.9194787509026656,1214,0.7023454049000782,0.9061881117509464,0.8451575824592558,1,3,34.40509023682168,0
Adobe,Richard Wang,Blockchain Development,2023-06-27,2027-10-02,4e9721fe5543719f44d1bf72e7941ef60a6e4c193f5c91fdf0318746dc242609,0.7005623556891382,918,0.9342321325894066,0.9308175281324563,0.9242005306782768,1,7,62.232489184532234,0
Coursera,Priya Kim,AI & Deep Learning,2024-03-16,2027-01-04,facb4af598fa94a703cc213c78ab7172c1ac5f442e760c6b3047edfcb7acdf68,0.8387961983711291,655,0.9098556607934688,0.8274317904725431,0.9061908950651759,1,5,34.60765084795686,0
Coursera,Barbara Dubois,Machine Learning Fundamentals,2023-05-15,2027-05-14,c85b0f76f76a3a4ce22a32d9ec087a4b217bb974ce0c79c470ea449002370a57,0.6785340416148079,961,0.8078660949890724,0.953524032622911,0.7181412915486043,1,6,12.097234285721335,0
TU Munich,Linda Anderson,Blockchain Development,2021-09-07,2026-07-15,90f11bfb26af3872735a5de4815388f4907bd22b8f8b294b49d133c63c4ec502,0.6611235389628876,1576,0.7003711546613849,0.9350156953675457,0.9683864626497789,1,8,35.82109495081628,0
Google,Sarah Kim,Machine Learning Fundamentals,2023-12-02,2026-10-07,8967fd5e2b583e0603d58a5bc876dc54aa89696fc72d3d9001edc2fdda9cb60a,0.660794912380558,760,0.8279531768018531,0.965130951080906,0.8463836249228583,1,4,6.810595921652508,0
University of Oxford,Jennifer Thompson,Data Engineering,2023-07-06,2024-09-03,ede5c53acc20eac762c80755b02e6c84eeb116fd69f84d10384de84f493bfd94,0.8328605843940976,909,0.9074177491201855,0.8888391593835894,0.8159796277518274,1,7,0.18807875799940504,0
Cisco,Ana Mueller,Natural Language Processing,2022-10-29,2024-03-28,631079d17601218151bac5b12ce82459fe65ea58e96c6a395ee5a010facc5d83,0.8709624721749488,1159,0.8938427499682011,0.9683822228852504,0.6317111118750053,1,3,12.15750396798219,0
MIT,Yuki Thompson,Cybersecurity Analyst,2020-07-30,2022-02-14,f9ae9d236cc7b9602616e8613a7300339846b0b1b1dbf1f4aa62d65e590c935f,0.8431892497219274,1980,0.7049059648424943,1.0,0.960677714962714,1,7,26.86266479022805,0
Yale University,Wei White,Cybersecurity Analyst,2025-11-08,2027-12-02,d69854ead72b0c8c2cbf539a57661f587a288dcd17da026d2e9da3267c24fa62,0.9376424009726286,53,0.8259453538201094,0.8983681241833237,0.9872225534293979,1,10,152.36631320490974,0
Cisco,Carlos Anderson,Network Engineering,2021-10-14,2023-09-19,f58fa19cdab5634acce61a52e0dd61c36e56f8884eb0cbe3e35c97d902d8176f,0.6901822989187664,1539,0.8406979502501531,0.968194799230315,0.8381163350325936,1,6,2.3591547229708296,0
PMI,Sarah White,Robotics Engineering,2023-05-11,2024-09-12,7d0c7c83531f966e73f2efb71263f11440d2846c4c0e6ced97c16ed0d52a8582,0.86449586361942,965,0.65190013139821,0.9558809635098728,0.7507529030275172,1,7,1.988333615628051,0
Microsoft,Elizabeth Thompson,AI & Deep Learning,2023-01-24,2026-10-10,3efc3b97a6af50660ca3766717bf645e90cb154d5734f77d9ab31631191aa5c5,0.8725228649513377,1072,0.8235819134228178,0.9572571466054082,0.779574085916316,1,6,22.25526079706939,0
DiplomaMill Online,Sarah Harris,Mobile App Development,2021-02-17,2021-09-27,2c7bd9b98f1d357bd7b0834305a780e07ba1899efa5a6242c418d2f6dcf12e00,0.0242,1778,0.4,0.6541,0.1269,0,0,20.81,1
Salesforce,Mary Rossi,Machine Learning Fundamentals,2023-05-15,2026-09-12,09cf9aed899eb6a025a11c6cb28de635b7a297b59486f34c9b26cee5b85ed646,0.6710226643821477,961,0.7986061600709341,0.9183097355617258,0.9004809986596788,1,11,76.57835241573758,0
Stanford University,Mary Rossi,Cybersecurity Analyst,2022-09-11,2027-05-30,019c6cac7f6953e0033ae93ddf3621163c2fd71200850fdf5869100705c0e857,0.6355284518890627,1207,0.5570237946107146,0.9642567244768946,0.8271644459404545,1,6,2.301583131500367,0
MIT,Mohammed Johnson,Agile Methodology,2023-04-26,2024-12-31,08d0fa3df759bd099e9ac776f283ebd3c1289ced8b3d4b497f4a20f06e169f92,0.9414242159229254,980,0.8620172416388608,0.9132210369676724,0.6512076622479634,1,8,1.5530349742296994,0
IBM,Pierre Johnson,Network Engineering,2023-04-02,2027-06-14,c2039537b10e99200c244608600353fec0224052edd7f1dad960791cd944af98,0.7660666518623512,1004,0.9223907462480951,0.8676302485251813,0.8760856277454128,1,5,3.8599119348483817,0
Cambridge University,Arun Wang,UI/UX Design,2023-02-14,2026-02-02,f89d64ec553921bc2b22864d88f4f8fe1bd9233e50028fdc9ab8cc0559470718,0.7989217922551909,1051,0.9882120510985807,0.932637631245254,0.963437735603364,1,3,2.5762151315973245,0
Johns Hopkins University,Susan Anderson,Agile Methodology,2023-10-15,2027-04-06,fb39ba4d3e5e86b340cc68c39dd6773a5603c75d64909b4b16a5f5b74fe5a4e8,0.8777602549959763,808,0.7791175291387257,0.9209080866325663,0.8223806304000159,1,7,8.09936512845246,0
TU Munich,Barbara Martinez,Data Science Professional,2023-08-25,2026-11-07,03332d272e59d0a1491e0c9cf0b15681a0e7184595c29e77b7f797223b1655f0,0.9431809998710826,859,0.942555935389436,0.9545887300514312,0.6077090083683336,1,7,80.28088806787085,0
Microsoft,James Williams,Robotics Engineering,2022-10-22,2027-02-02,a2fa3205d4c69f5eaa4a94946ecbb8308d1f58818f25623d3818b84cfbd3c668,0.8651160983219099,1166,0.8672764542997607,0.9118942649277306,0.8272834482965707,1,4,22.711048888561727,0
Cisco,William White,Cybersecurity Analyst,2021-06-10,2024-08-31,0ee84d3e3ce78ba5fe37a4b59427a10ad95d8551d46676cc4377e930e9f44a11,0.8449876907727049,1665,0.7612130583207254,1.0,0.9266975495370553,1,6,81.74932291141161,0
Harvard University,Sophie Smith,Big Data Analytics,2020-08-24,2021-10-09,4f120fe2f47c4f7eb592b6a7b71adfd8d777001f6167a0ca631f98af2af1de3b,0.7451589461124689,1955,0.47982235839258175,0.8454844488922921,0.9465916194612374,1,6,20.394514538833707,0
QuickCert Ltd,Jessica Kim,Mobile App Development,2023-12-11,2026-07-06,e0594d29093823704dee991d0a48896b7f126c80fb4ca828807858cc6210f4a5,0.1385,751,0.1648,0.5393,0.0495,0,0,63.58,1
AWS,Yuki Kim,Machine Learning Fundamentals,2025-07-17,2029-10-18,3b6bde97f41d0462aa457a45a6fc6e5197b459f695a900eddeebb847f67a2eb3,0.776842833467583,167,0.8126457423314724,0.881011712542419,0.9000268711608737,1,10,9.827338598761978,0
CompTIA,Barbara Taylor,Cybersecurity Analyst,2023-11-01,2026-08-17,c06252377e9c53c43f920cd0ef68a73ce3a96e069c3d310761598e7e6496794f,0.926744034607026,791,0.8711949752504319,0.9283611229640486,0.9812048141333043,1,5,0.3000224451263216,0
Cisco,David Hassan,IoT Development,2023-11-05,2025-05-02,c6f0a5c530e35fc76f8a35ea437ad36ff2c8da1c6536dcdc4d052b47ae143557,0.7472522129754554,787,0.8714159534544553,0.8664084261583004,0.8598171731168879,1,4,8.53291209346861,0
NUS Singapore,Carlos Williams,Robotics Engineering,2020-03-09,2021-09-18,ff8ea575df6d1c2ae91063bf916de8e123cd860bd04f4c426fcb1e18426d4c9e,0.8413713115633003,2123,0.8991885271149775,0.9789842246825426,0.7323714385076578,1,4,2.0597783462057637,0
Microsoft,James Hassan,Natural Language Processing,2024-05-01,2028-08-06,8806b663ccdb22171f87014c9ddb4d99c38f89a5ea91f4f1ba0e12664e770292,0.9397658909923937,609,0.9021077611668266,1.0,0.8655186046780148,1,5,49.77246531240674,0
CertForge Academy,Jessica Miller,Data Engineering,2025-11-29,2027-06-18,a7661058e29b71b45b777354d6cbbd0c30dd3a8117fac115ab7b6c94c8c3690b,0.0117,32,0.1146,0.6135,0.2512,0,0,58.25,1
Cisco,Joseph Kim,Blockchain Development,2025-03-25,2027-04-18,d30b60d3791732a5effd6cd99d17d5073553c32d1a2bd84b12bb233cd606e0cf,0.8853533863466762,281,0.7540092260851327,0.8561454955420258,0.9533370454410635,1,6,11.236489931172898,0
Coursera,David Tanaka,Cloud Architecture,2024-08-13,2028-03-09,590e28ed87e374d04f5f49ceb3ff10a4ca4d6453b379fc35cc169d8fccb337b8,0.840099632511076,505,0.5710935004160466,0.9672888513945751,0.8498491936322999,1,6,78.81530150937873,0
PMI,Jessica Taylor,UI/UX Design,2020-05-21,2025-04-04,163c63c8520ee41c36ac0adf0376ca8fcf7c6efbe3093d6585d828c4bd594496,0.8994608796056062,2050,0.8653409271593601,0.9306873596994965,0.9870171811290855,1,8,17.700390364514817,0
Oracle,William Santos,Data Engineering,2024-04-30,2029-04-03,95480473726909f1f6d1d54044f72bd84315f56bebe8f8e0bc5c4c7f61e31da0,0.8765092339734084,610,0.8036443427466695,0.9153631733222184,0.9433958971633392,1,7,44.199473391872566,0
ETH Zurich,Priya Rodriguez,Cybersecurity Analyst,2022-10-19,2027-03-17,2ff73f07c702c7b433ff6ea40791c142626d779d8d49d5f2a26f625924d1f159,0.91361109678807,1169,0.6448336009835368,0.939026059893996,0.7984329319812791,1,4,94.60470259587694,0
IBM,Mary White,IoT Development,2020-07-09,2021-11-20,81f4eac4b618520b082e2a9056283d06c8d9f6f7093098c1bef8dc3d887daaaa,0.7795462112935271,2001,0.9638528029522762,0.8475288264979727,0.8621292622730495,1,4,3.823758821771302,0
IIT Delhi,Patricia Jones,DevOps Engineering,2024-10-06,2027-01-16,289aa009b69070b8fcdc4792eac24b96228bdf293e5a0d6ba474ece64fd80d3a,0.6618405508695189,451,0.6611069765575508,0.9224855125328032,0.8130232995031211,1,6,6.233184589481643,0
University of Oxford,Susan Thomas,Robotics Engineering,2022-01-18,2026-03-14,fc509aff5d315eacddbb6699e6e6ab9a24d6f0bd9fdc19f6958f56539e69b4b9,0.9456569326478759,1443,0.7929599265653928,0.9297204386825758,0.9142969343038923,1,6,19.215773602792687,0
IBM,Sarah Brown,Big Data Analytics,2020-12-03,2022-10-16,c9e2792738ca89b50693263f2c667374b3612aeaecef3b5fd7b022fe0a67bd1c,0.7443878674082514,1854,0.8864137730965548,0.9029239206751545,0.8402534732575121,1,9,12.274381547650782,0
MIT,William Williams,Data Engineering,2021-12-31,2023-01-07,22e38cecf6194a46260fbb8c88e4525f27a43c8b7682d5ec6b8c00f816744624,0.7787436322182208,1461,0.7674263441439003,0.941362951442426,0.9304021963994779,1,7,2.791336247648174,0
Salesforce,Robert Kim,DevOps Engineering,2021-11-30,2024-09-19,b16204f8590386845f6311483ff2a67bd628275eb735c5140787519024d2afad,0.9585836538244888,1492,0.891917960958964,0.9493924045464661,0.9684623897735688,1,7,53.702560755158125,0
University of Toronto,Fatima Chen,Database Administration,2025-11-08,2028-11-29,507dce138d4c8f3c466468898fc162f0b95d10464c81bb9fc1f6903a7e9c5697,0.8695529903611946,53,0.8125480044141058,0.9885794421755925,0.9411998355008546,1,6,52.495844643138355,0
ETH Zurich,Priya Kim,AI & Deep Learning,2022-04-06,2026-12-17,eca81903399fc9bb17b2bf7e892425d17621dd158f45b2bcb0a494d12d5c1029,0.7083904273136447,1365,0.8325271016367798,0.9937023300073051,0.9230245911269777,1,11,18.977928922517897,0
Cisco,David Santos,Big Data Analytics,2020-11-08,2025-04-02,2423216d7a7fef5d6750b48c61c9f2bd4aeb5caa021ae4134f9f469d79d1156d,0.7824838975915577,1879,0.7942079252352294,0.8417091549977531,0.9000410091290105,1,7,25.59823357878109,0
Cisco,Arun Thomas,Computer Vision,2021-02-05,2024-10-20,0c13103cb2241d57951f80383d4da1f793711b0b032a33bcb50ebbcc8873120d,0.7745839811221839,1790,0.7874283252972617,0.9431414626275629,0.9574447493311142,1,8,15.993187800227673,0
Udemy,Mary Hassan,IoT Development,2023-09-19,2027-08-22,704b829696e1812756ffdc1fd851451b4d13c554ce9e9a3c97979555fe37e994,0.9106351424451095,834,0.6656909481988357,,0.528624526812527,1,3,6.024131748094366,0
University of Toronto,Joseph Taylor,Machine Learning Fundamentals,2022-12-21,2024-10-09,983698232a8b7e4cc11d909bf63fa9b59ec0623803fa24ab1bbd8f9907691162,0.802972405558996,1106,0.6754300296665504,0.9601576306372722,0.3841819904370524,1,8,3.1395333648469386,0
MIT,David Smith,DevOps Engineering,2020-01-24,2022-06-17,041ae1ec281d8655bcc3b48bba0e5edfd2bcb5f5d6ebf6c7205cae0d446b991a,0.6975659700850634,2168,0.9639684817453401,0.9595706346184317,0.9329457706888756,1,3,76.3304302988265,0
University of Toronto,Christopher Martin,Machine Learning Fundamentals,2020-02-17,2024-03-26,041eb6b84b312ca137259e11b6ea977c286d22a4cc232f38306d40ed07d8dc07,0.7357113278194038,2144,0.7926784519763274,0.9667651672690301,0.8478151758616771,1,5,3.8398842762637004,0
MIT,James Rodriguez,Data Engineering,2022-10-13,2024-10-15,e071d7a34f569920a2a41b8095b9ffdf74d4df362093879b2d80e4da5f6ce40c,0.9039898844828342,1175,0.8417236360052306,1.0,0.7239109850502897,1,7,197.76322670555234,0
University of Toronto,Arun Thompson,Business Analytics,2023-07-14,2025-11-01,b850bc81d0bb9bbbcc897231ab7efbe61e7e5f980281f15751fc30a4f8cce375,0.8970285946233971,901,0.6594589267523275,0.8594832387173056,0.9915626361321113,1,8,29.41495608225302,0
Johns Hopkins University,Elizabeth Miller,Computer Vision,2022-02-28,2024-01-08,a53329d89fcf439506034462044f9e7dc729aed352110ee50c32a65dc4cbf133,0.9159165109357691,1402,0.9812822545873976,0.9021520898886838,,1,4,16.119617456598675,0
Cambridge University,Susan Williams,UI/UX Design,2022-02-06,2024-12-25,db807a902ae9b91f3c9d7a1f567c60e5925b1dc457c874a139c014134bc78e9b,0.6486166351397308,1424,0.7118176733427081,0.9660279474704649,0.7099796744582916,1,6,2.069112928104616,0
Cambridge University,Susan Smith,Mobile App Development,2022-09-08,2026-03-20,f16605245a76d13d6648840cf85b371a8afbf7eaf59196a6efbadbfab81206c8,0.5859204592987199,1210,0.7698210319820648,0.8810280991080272,0.9505922909210032,1,6,10.585765915227011,0
Cisco,Richard Brown,Network Engineering,2022-02-05,2025-08-16,c6bb3871d31db2e80bac572c9947b00033f0cb0d4029e3e946a81769650f134d,0.8195040173759691,1425,0.97132766946199,0.9688874562052646,0.7517480077487851,1,7,26.946672930236026,0
edX,Linda Martin,Project Management Professional,2025-10-09,2028-09-27,b612caf0a1b2ed2b3e8b3ed05ec74da108d39d581de3b528ed12e538958debfe,0.1706,83,0.3131,0.3937,0.0553,0,2,125.59,1
Stanford University,Michael Martinez,Database Administration,2021-03-05,2025-02-26,bb17ae5588539684e37f21f46a4d8e7e1224b12bb22b820e1958e9baf559dd11,0.6933361775745814,1762,0.8236654897534885,0.8866108802855855,0.8356650293902522,1,6,31.889523586787433,0
Cambridge University,Mary Ali,DevOps Engineering,2021-09-09,2022-09-18,34030cba9a32f09313a47717f7c012ba1360b75b69a1b7cd6b595f857ec385c5,0.6842077514580819,1574,0.8183439276736202,0.8620232606946295,0.9808688866790107,1,3,28.719674625874873,0
IIT Delhi,Pierre Martinez,Software Testing,2023-12-11,2027-11-11,9a9800770f3abe8e6f17c46c16b5e75200fef5efb0e0edf5b7b29fc36b0ba4bf,0.9583282944662237,751,0.70172504655088,0.8826241421600223,0.7338984804374754,1,6,49.040653354122426,0
AWS,Arun Jones,Robotics Engineering,2025-12-18,2028-05-29,b846595c1d3eeec303c9c933a19697a10422a33d71dafc4273f5ca39eec02bdf,0.8331441763535294,13,0.9760762252821283,0.9732675599879435,0.9160319211027691,1,6,7.770738449164823,0
Stanford University,Barbara Harris,Big Data Analytics,2025-07-10,2028-01-21,65d386e1f7b309cb71c4d0d254ff39b6043ba07efee79f0b24dd8db523ed2c01,0.532484606968667,174,0.8017553439590324,0.8562597192363562,0.9325579414374308,1,7,0.7891186174970798,0
University of Toronto,Yuki Wang,Big Data Analytics,2025-02-16,2026-05-02,533886d4504cd3ad517ff93f39aa21d599620f539adbf791a71604810a79124a,0.5700451064539136,318,0.8349878879045953,0.9074906083396419,0.7658853809241076,1,4,89.43897180656502,0
University of Toronto,Joseph Brown,Cloud Architecture,2024-01-11,2028-08-29,2450f4bc1abf167db68e24d1b8ba016bbcfd6feae0c387d895d977ab5a202286,0.6987875064072648,720,,0.9182033629058509,0.9709441605361592,1,1,59.781653131348115,0
University of Toronto,Barbara Tanaka,Database Administration,2024-04-19,2028-01-25,d11295140f320fc659c12eee47d3862da00c607adb65995b828b10c0d869fb28,0.8717432072977448,621,0.6667942472564924,0.969070619490951,0.7354200256592478,1,5,47.442123371638246,0
AWS,John Martinez,Robotics Engineering,2023-06-18,2025-05-09,e6c6b555562cb03acba0d2869f01c3eb96d8db3d3a14d2be500cae95e82cdfea,0.7392599043364171,927,0.8763370476892437,0.9268198015433775,0.8695276211877988,1,8,34.07901558190373,0
IBM,Thomas Rossi,Computer Vision,2023-01-16,2027-12-01,c03d7d219fd35899cd9acdb7525d0957dc463b0ad8efd646ecb6a7293eb2e508,0.7698210513228501,1080,0.9742893472205261,0.9491895454949595,0.7767459212090334,1,6,5.5899907592040945,0
AWS,Richard Anderson,Natural Language Processing,2025-03-16,2026-09-24,2d60e6422972e5bba458a67f9427940f461dec2b3b8019469d6d10614b5663b3,0.8630600894480924,290,0.7402229599736642,0.9336290692091368,0.7907964343205697,1,4,13.8270399032633,0
Google,Linda Kim,IoT Development,2022-07-22,2024-06-14,ee278fc13dae6637b8fb048a5764cca0a6bcf85ecf407df89468aae8cb4ae191,0.8492087647266666,1258,0.9079269302739869,0.9560791037985473,0.6171997097025775,1,3,6.36269737891727,0
InstaDegree Corp,Sarah Taylor,Network Engineering,2021-11-11,2023-04-14,705e3b3d8480c2093bc8f0d6325fdd852d9173967e527e5f94e08bad61471355,0.1584,1511,0.2552,0.2597,0.0844,0,0,65.16,1
IBM,Wei Taylor,Digital Marketing,2020-01-16,2024-02-16,4486cec430870ff20a89f5cd48e26faf6b5446cac5b842d12aaf72a89e3e1735,0.1605,2176,0.2108,0.6985,0.1149,1,0,167.97,1
Salesforce,James Harris,Cloud Architecture,2021-05-22,2023-09-01,8dcc633c6df634fcf4edcef7b325d47a27fe70f6209ab6453e7aca230c5ff90a,0.5980083237879033,1684,0.8656287587350507,0.9236941947820944,0.9305234052745439,1,6,55.20686894674736,0
Salesforce,Sarah Kim,Natural Language Processing,2023-03-15,2025-06-09,6e28e65a46f2f82167dbd3762ff15e00f7220925ec0637ca727cffcfbc867eb6,0.7302896138543413,1022,,0.9478893361943082,0.9143597724184896,1,5,9.091213683206254,0
ETH Zurich,Wei Jackson,Big Data Analytics,2024-05-11,2025-11-25,5372c195eb0fae9d07f39e5c3dde8d6b1a2c1fad1de21d3d75560a224ace4a5d,0.7072578369346316,599,0.9034563986743154,0.8829650092134951,0.9698907982223898,1,4,31.750596034898944,0
TU Munich,Susan Kim,Data Science Professional,2023-09-01,2027-12-15,57ef0d7bb9bf853d4e7568bf49e48740138c4ef783b919b201e45747e8f96f1c,0.8004132146707739,852,0.8514696462888205,,0.9102674487927328,0,3,26.946749937723162,0
edX,Ana Hassan,Natural Language Processing,2020-09-01,2025-02-13,7df36a80978bc5a051e915929cd0573befea9f8e9cf7d5e579d9d7e229ab0403,0.6898542600062014,1947,0.7473880113296493,1.0,0.9076413628008004,1,6,23.568790029640123,0
Columbia University,Sophie Wang,Big Data Analytics,2023-02-24,2025-07-08,e250e45fa4bfcfdeb233bdf48676183e5b98d436565d7c2e2ae725b1b3b2c707,0.9804736497867806,1041,0.8776411032366676,0.9490181627900903,0.8790706324379146,0,5,74.65220093331708,0
edX,Jessica Harris,Digital Marketing,2025-11-13,2028-10-14,890b3f094257f47b6bebb769c62cb69299cb12fd5fccb979bfe53abe439cf5ab,0.6049771462298527,48,0.7039041742088883,0.869925375345436,0.910345795094745,1,6,5.681361388617139,0
ETH Zurich,Elizabeth Miller,Data Science Professional,2024-06-29,2028-08-03,6c22e058c35c9d300ba981c5db19016931429c035ef2f0d80bbe4a2c3c4f6c32,0.8532707626950137,550,0.939997709624591,0.9028011964283102,0.9072738661017594,1,4,36.257832582635245,0
CertForge Academy,Priya Johnson,Agile Methodology,2021-09-24,2024-02-05,5887ae3748f09841b90bb562d95b4f29b0d15f8741c7e0420c8f2c9a5ka3c12a,0.1408,1559,0.1536,0.8739,0.0679,0,0,30.85,1
PMI,Sophie Thomas,Cloud Architecture,2021-04-14,2023-09-24,a03e75a3541d53ad8166ed87b1547114d4b549f4a4601f8fffd99907844799cb,0.9072347677082797,1722,0.7442261988307322,0.9040613118838773,0.9552117059945456,1,5,84.89373500983487,0
PMI,Robert Davis,IoT Development,2020-07-31,2025-06-11,2fc4bd090ff48056d895e4c7d2d64c952de7df43351b26d407feb75482023566,0.9760878072594401,1979,0.6260765584901777,0.9491260545964922,0.8011599233613081,1,8,78.80894199218599,0
Cambridge University,James Santos,Agile Methodology,2022-10-10,2026-05-03,d08b6cf2ac76a85ca419df0102cf883eb2b8509a18fec26acd6e11871505d7b2,0.8167525034241848,1178,0.7515850438141849,0.92366902826236,0.8685194297372323,1,7,43.25593206183763,0
Adobe,Carlos Mueller,Network Engineering,2022-11-30,2025-03-24,649060ee020cc0b93b025abfabe0ea3796770667ebee193507628d5161098f3e,0.9021639586568093,1127,0.8836305942187427,0.8679983236666928,0.5832081512589098,1,6,4.688849101967481,0
Johns Hopkins University,Linda Hassan,Database Administration,2022-03-18,2024-10-04,e980af3ad43ccb5c8d1e756df57696812fd7917830be0ef038064027a82585e4,0.5704638091278922,1384,0.781528020257296,0.9156875898428918,0.9682059162421396,1,9,4.496591450145159,0
Cambridge University,Sarah Johnson,DevOps Engineering,2021-05-15,2024-04-01,cf78bb5aee446c4281e10a0475ecf1faf9f48b83959c817bb3f710b0b1310329,0.9837167742070853,1691,0.9529019423537246,0.9233885083957085,0.9089367484490144,1,5,20.13929351400853,0
University of Oxford,Barbara Smith,Cloud Architecture,2021-02-04,2023-09-08,d8be2e854c8806cacdd77957e45f2a9e91770e1561bf2ad44d37903e10c631da,0.896966674957966,1791,0.8438014667467189,0.900251235809613,0.8953124594062722,1,4,43.00981215175995,0
University of Oxford,Richard Ali,AI & Deep Learning,2025-07-03,2026-09-06,49b4a9c362212e60e1ab6afcef5aefcfc27da7a5bffc184775a9becfbf0d1aa6,0.8652946132047907,181,0.4687833039579871,0.844231495951264,0.8721895619427681,1,9,41.19615021028465,0
Google,Joseph Johnson,IoT Development,2021-02-09,2025-09-27,951279dc8899848e1738e529ec476e6a387a47f908fc53a868f138dc812bd044,0.7218539182065706,1786,0.9400752701233509,0.7948195857610023,0.7664169550830381,1,6,32.67009960807527,0
CompTIA,James Thompson,DevOps Engineering,2023-02-09,2027-11-18,258d74a4e79bf56ddd76d4113cb78cd578ae2e0b3e43f9786a53db4fdaf712d6,0.8527579637746461,1056,0.7928034720133198,0.9195989346625678,,1,4,10.928647334093382,0
Johns Hopkins University,Ana Ali,Data Science Professional,2024-04-01,2028-06-28,01f56dbce006bb1a81655c834f28e5aee0be44f840640e484dbc0bd38ae4d0de,0.670146125423514,639,0.5570063703702581,0.8905947642364158,0.8467013898443018,1,3,2.254396138516855,0
Columbia University,Christopher Taylor,Quantum Computing Basics,2023-10-17,2026-07-25,e0698a47f6f5d1584cbed6b717d46e6ec67e15da2f3bd8b5a8224b1b3d8a6e9a,0.7942483112247583,806,0.9851620404913481,0.8953515031772294,0.6942062246071905,1,8,15.907357018586797,0
NUS Singapore,Priya Thomas,Software Testing,2022-07-21,2024-05-16,b97bf156522bbbbe7dbd77fbcd5b2521f2f79ec07c120fe82c3adcd0b35ea520,0.6270751879643863,1259,0.967005372457803,0.9494558965123536,0.9467771584120445,1,8,6.750868098470899,0
Johns Hopkins University,Richard Chen,AI & Deep Learning,2020-08-09,2024-11-26,d16b7b4ff3c1da9c0a1e255a4e233bda5a24177a86840b22b289ec513f02535a,0.9413359396353056,1970,0.8720419563497077,0.9426278050830095,0.7841321508373338,1,8,3.5437050799493717,0
CompTIA,Arun Jackson,DevOps Engineering,2021-06-10,2024-06-09,3413542ec34599c242ccea5530b4366d7b8affdee1e3868d551b2bd3d1d063f4,0.806665469394845,1665,0.9830671603753256,,0.8205920858678818,1,4,20.83860439179492,0
AWS,Richard Santos,Blockchain Development,2024-05-11,2028-01-14,d33270126a765e75e570b7eea3f24b08ccdebfb0eb4a23148409e61b1fe97fd1,0.8783202711781719,599,0.832313318932616,0.9467433718727818,0.894960594146234,1,11,22.359353377193777,0
MIT,Mohammed Williams,Computer Vision,2020-01-14,2023-11-12,2090fb28be0d5d64b53a0069189b3bf45a5c77edb0c0e411fb6536cb63f01cf5,0.8618089510525974,2178,0.9985390620895713,0.9679065753475837,0.9704343385910734,1,6,30.604661210108127,0
Coursera,Barbara Patel,DevOps Engineering,2023-10-15,2026-10-07,fc2e425c22d73a0ad6448325aad9e2827961cc0b6852681cd26bb8d9f7c33ff3,0.9352960742896662,808,0.5651823273882021,0.9610619162518388,0.9441000125210118,1,6,26.17221150529966,0
Cisco,Mohammed Thompson,Project Management Professional,2022-07-14,2025-10-01,712620ae320c8298a423c3cf0f2cac3a1a499eb25008469975c764164c387084,0.6342114336560294,1266,0.6368151823526593,0.8971421506251989,0.9409836681515213,1,6,12.605442885366198,0
Columbia University,Richard Patel,Data Science Professional,2022-03-30,2026-12-30,a68a59a8cd60d34e442bd0ee0d14a205a86d7bec25cfc8389bc0efce14ddce12,0.7932155110923786,1372,0.9813770902041247,0.9741960483267804,0.8906330866250101,1,8,7.952522512917664,0
MIT,Robert Brown,Project Management Professional,2023-07-26,2028-07-14,d9a171a40c42492211837e2e5c64d275c6903edec9bf6e2b94495e20dcc9eca2,0.9256794201704927,889,0.8891297099820198,0.8284378318507546,0.7348386117304173,1,4,9.042552249264316,0
Yale University,Ana Thompson,Data Science Professional,2021-04-24,2023-11-14,aa67f7198e0ea5909a8cce86d0169653940ff4c39e156c40c5b0389fcddf7c0f,0.8287433603481589,1712,0.9004205787802266,0.9210278424119622,0.8103789846733385,1,9,20.8689217385645,0
Harvard University,Thomas Kim,UI/UX Design,2022-08-04,2025-09-25,2a75100440a0ba462816a82b25217758db44375495c42c84baf6d7a34b459e1a,0.6886342889008552,1245,0.8721075404562876,,0.9221717233187716,1,6,24.333212032042766,0
ETH Zurich,Richard Ali,Full Stack Development,2024-04-30,2026-12-24,972a98a93601b26cb8d89832df73a1c470f6ce3ccb8de914d194770f0864e969,0.8618199211995873,610,0.872022699548454,0.9428266300073346,0.7953911477197835,1,2,79.61648464759018,0
Cisco,Arun Dubois,Computer Vision,2025-12-09,2030-11-12,a05f8bce82d22003a29f3b15222ca251fc45da4700735606aff0e6674e61f95e,0.6552743768295952,22,0.9535230139310096,0.9729329212219242,0.9344526459194977,1,5,12.428826731589487,0
AWS,Patricia Dubois,Digital Marketing,2022-03-24,2024-12-26,539908e01270eafa05f72ef2336154ad50d3bb187f5b209c8c580bfcddd9f56e,0.9561779294179078,1378,0.5220376062219365,0.8868672397137256,0.9145864002126538,1,5,56.17486642023564,0
Microsoft,Sarah Dubois,Machine Learning Fundamentals,2024-05-11,2028-11-30,4770fe8266008ff6dfa3675170c9c7516f39f0a419ad9c6528f3d472058ee3fe,0.8279944839453869,599,,0.8560173014372134,0.8090804247553955,1,7,8.829484757100843,0
Harvard University,Sophie Kumar,AI & Deep Learning,2024-10-29,2029-03-29,9ba6df43776f69b51abca2f905218db9bdbcfa1d728cf7f0095635afbc92201c,0.44720541195455615,428,0.9072601614013692,0.939141876196723,0.9686880781997134,1,6,14.76080774932251,0
University of Toronto,Carlos Brown,Blockchain Development,2021-02-04,2023-06-04,c633221538a5f4c36fac68d34dce54523403e83030a17f3d51609f1284ea0bbe,0.720969983675225,1791,0.669215393923562,0.8297952377092058,0.8982441138519655,1,6,9.463650151363327,0
IIT Delhi,Pierre Smith,Agile Methodology,2020-09-13,2022-01-31,731894a4cdd8a879b3d2f93fb19c2c8e91bcc50521af3aea48b711cfb3236613,0.8930672186055919,1935,0.8473099618431632,0.9428295538923722,0.8824735171214484,1,1,31.72065834064938,0
Microsoft,Christopher Thompson,Cybersecurity Analyst,2025-11-04,2030-04-13,eaa82340d9f2ebaba13801ba3ae89dbb08344f9f7cf82022cfe3ea5d74d55b72,0.8716032536938855,57,0.7778127270492816,0.8620834412516826,0.9505803652470914,1,4,9.874459821994233,0
Columbia University,Wei Thompson,Cybersecurity Analyst,2021-11-02,2024-10-16,b84ffcb163e594fa8aff030a008b785b42a9c3513f8c600ebf8911126b7fbf4c,0.8153334876875645,1520,0.9686998747110539,0.9196712817538446,0.9847626968600891,1,10,37.323383296667785,0
Coursera,Wei Thomas,IoT Development,2022-06-16,2023-11-06,978421f1b6d26dd10efd5b7aadabc7c3ff2ac4720d816aa31c488b997aa934f6,0.9466821418849654,1294,0.8884652022625871,0.9585425472847383,0.7469116589571545,1,5,5.136161920914867,0
Salesforce,Pierre Ali,Full Stack Development,2022-10-16,2027-06-24,da490035e9f2945a3a24cf946e321d5cd0aad55d6ba418b6f2a460f451e81249,0.7152443792538106,1172,0.9277880539195571,0.9242987858107223,0.908120445568034,1,6,1.9659172172802104,0
Adobe,Ana Jones,AI & Deep Learning,2020-12-27,2021-12-29,3ff81e3d0132797dc539a0f2cb3c374565aaa6711c40ff37ac74effe1bf8d5ec,0.7955884709614949,1830,0.9310826687489073,1.0,0.9080826904306433,0,8,109.40222755882519,0
Stanford University,David Rodriguez,DevOps Engineering,2025-11-19,2028-06-18,28ea82a648b181d4a4364c455bba2fe8232a60354005702b933546bb22d00765,0.9329402059690713,42,0.9770683373140534,0.9718885234874036,0.9311888279178141,1,8,70.08947491809258,0
ETH Zurich,Christopher Jones,IoT Development,2021-09-23,2024-08-20,5ab57b7dff741632d3d39bcdb109a43c975911a35ed63c5dce6a6506df177ce8,0.9563850585658696,1560,0.9281356929099451,0.9333532464226769,0.8399299463492899,1,7,5.364492428663276,0
NUS Singapore,Carlos Jackson,Cybersecurity Analyst,2020-04-19,2023-12-31,efd71587692ec654be7ac0d77d5975e9858db9858444453ff80ed875a6fb8a6a,0.9628870090605459,2082,0.8425931057186858,0.8332834198698996,0.8588104459101253,1,3,8.591502566057606,0
Johns Hopkins University,Jessica White,Blockchain Development,2020-11-16,2021-12-16,b524cdd365363f7c57aa2a55d08e3d44e7eded9cf1e45fa902a70d9d8c896ba6,0.9801130751926013,1871,0.9067665660100347,0.8880953253184601,0.6668103434989399,1,6,41.26840221640811,0
Columbia University,Patricia Thomas,Machine Learning Fundamentals,2023-12-27,2027-04-26,419abb8ff7c65dd2275cb2e474f938f61d5ac1361a82ef9210dcd5cbb635c2b1,0.8207230099806218,735,0.8457355384995127,0.972121794478127,0.9283608641128555,1,4,17.982606185618902,0
TU Munich,Carlos Dubois,Data Engineering,2020-03-05,2021-08-25,0d36301481878b00e4f89e59d995c25a4215482254f072066ca53b0e2548e70d,0.8740557349117637,2127,0.8302461756096992,0.9507143013142841,0.9655301251558885,1,4,10.672464215116795,0
Cisco,Elizabeth Mueller,Business Analytics,2023-09-30,2027-12-24,5f3984ed920d08276c8b5437a9e92ae788dba067cc28a0e35a0599625a5850bb,0.9293061564398913,823,0.8336516868716383,0.9800668897384273,0.8624471017091764,1,2,20.73453894915525,0
AWS,Thomas Jackson,Project Management Professional,2020-09-25,2025-04-29,3ea4063fba7f6e1ea5024d85939a58ed68d4eb19e83731b02ba39c8b42b898c0,0.7029597660725334,1923,0.8296731620297177,0.9305949117818411,0.9870224518163385,1,6,65.09024838775427,0
Harvard University,Fatima Mueller,DevOps Engineering,2021-06-09,2024-06-12,0d01dd6aa98970915e7e040577ce8114364da75aefdf0a8c85cda751ef1a86a8,0.8498179711879368,1666,0.6960668152605572,0.8667963785380197,0.943426143328813,1,1,10.217879948822276,0
Google,Jennifer Tanaka,Machine Learning Fundamentals,2025-02-11,2027-05-02,98ad3aabab4ff3b370ad9a5dd68f997117ae40a0b58c5451cce0b4f8de26c1e7,0.7645386769244265,323,0.9450460968449886,0.8762442489329537,0.9923958292616856,1,2,20.241996895690075,0
MIT,Sarah Thomas,Agile Methodology,2025-09-03,2030-04-14,573de3b1e8251cb883443b2fd65a39c1c4b48cb5edc23ee9c26f3713b9b07e10,0.9651055601874393,119,0.9048305419342064,0.8557527593197641,0.9201924431815663,1,5,41.76748761640394,0
MIT,Ana Mueller,Database Administration,2025-06-11,2029-01-11,79ff8cc644d14544058bbe034a14133f32461ddd5308ec5fb8aa0a044ac8cf3d,0.740988516036261,203,0.694139111535522,0.9170856995965596,0.9359425641511853,1,5,21.691106813587165,0
Adobe,Arun Williams,Computer Vision,2020-04-01,2021-12-16,4a05a4534121b98bcd8bb6e4449fd49339ea4926a48a8e0d80647c53162a5332,0.8731357151015818,2100,0.7238486605121063,0.840671059596955,0.8119823667479078,1,6,20.360566621469758,0
QuickCert Ltd,Wei Kim,Machine Learning Fundamentals,2025-04-01,2028-12-27,79925dd8214947d69fcb789dbc9b44544c9217e6cc812212b9f4bdc945a10ac4,0.1186,274,0.0805,0.8377,0.1832,0,1,98.81,1
Columbia University,Barbara Taylor,Quantum Computing Basics,2021-11-24,2025-01-26,7e64c1654b10961411691ff86d7ab9e285d5b3a91e29bcb7b3ec7325bd9a1204,0.6481211771051864,1498,0.8456912529558012,0.9298029849737803,0.9588233703189761,1,4,74.22926187992167,0
IIT Delhi,Barbara Smith,UI/UX Design,2021-01-23,2023-04-09,dc0aac1fcd371c368ce26ef5a285729f2b77729f20c30bce71222c39a3f76f91,0.1205,1803,0.2928,0.5825,0.2662,0,0,43.82,1
IBM,Linda White,Project Management Professional,2024-03-09,2025-04-05,5c2b109c81ac67b4fc08fdb6497aafb8c1337b0011130915373eed89c2656789,0.9831656013867246,662,0.6366753885775914,0.9814015104804068,0.8413092340610745,1,4,30.58817382540909,0
PMI,Jennifer Santos,Natural Language Processing,2022-02-11,2026-03-19,d5121d041b86c6ef046af9cd2301a5ef90006f4c7c5907654bed599b2a978eee,0.9205823556863018,1419,0.8104880313516503,0.9233334026919512,0.8767855564352612,1,5,10.113291131203638,0
MIT,Carlos Taylor,Project Management Professional,2024-07-20,2027-10-25,c8fe8782ff47888b7ad0958a107d9c1ef9b6d88586533dd1fe40d5a85f2fe68a,0.9372232946192663,529,0.9290141501939129,0.9404589805981454,0.9071680743654528,1,4,5.652077885890699,0
Google,Arun Hassan,Natural Language Processing,2022-12-08,2027-06-04,173ecab7be70e2e9409bf5f4bc34be91ab452ecf720fca7ae9a3a21d5a3e18e5,0.9579424418452144,1119,0.8476651219657593,0.9035838772534251,0.6144120831349931,1,9,0.20846499083208417,0
Oracle,Mohammed Kim,Software Testing,2025-10-10,2029-10-29,3ef7d3823a6ba878a6b6ac812ce906b37be4ef67682e94330103f69cc5267b45,0.7251642469967446,82,0.7411543798912835,0.9669342782120129,0.8640719704076554,1,6,96.74027595934761,0
InstaDegree Corp,Jessica Taylor,Big Data Analytics,2022-08-01,2025-02-10,fcf5170df4280fd293f553fa04dc73b1a160ed23db67754335ccc9d75a34c291,0.2602,1248,0.2341,0.6533,,1,0,19.86,1
Stanford University,Linda Garcia,Data Engineering,2023-04-21,2028-04-17,2ba25632a6ae94223c61a05b6c538a2b3ae0533263bdf5bcc974636e619a687b,0.9111974519370171,985,0.8275421886639722,0.8840967608190868,0.9694066701508566,1,7,32.57430499185094,0
Google,Mohammed Williams,Software Testing,2025-10-07,2027-01-28,d66ff952e50fb4e3b15cc999dc0cef6bb3faf0c419f50039f3e0adc05146e987,0.9541584441280043,85,0.44496854170568195,0.8980847396982587,0.7085661733241101,1,4,0.7321695833195744,0
Cambridge University,Sophie Miller,Quantum Computing Basics,2021-05-10,2023-06-02,b2d88dc1bc6524af6023c0d8cdcc93d0c89702021f9bad7e89d4baba4d3ecc3e,0.5519044574742411,1696,0.9305480618869889,0.907008192694529,0.9130353867931391,1,6,9.936201655248686,0
Columbia University,Linda Wang,Data Engineering,2022-12-16,2026-04-28,a19be9d1fc40913a54731690b00076a047637c1baa39d3786e7aa1a8aaefad60,0.7773728917414698,1111,0.7007591596293409,0.9411357116788195,0.8706596882819094,1,3,21.40424759209055,0
University of Oxford,Yuki White,AI & Deep Learning,2021-11-12,2023-01-12,d3bac7c9b39292dda1cefe622dd8560c229dab5bccb20e07ae83e399968fc66c,0.8272733125989646,1510,0.9724258641519962,0.937623107710979,0.9541488598428801,1,5,14.24374064002594,0
IIT Delhi,Joseph Davis,Full Stack Development,2023-02-11,2027-11-04,26c16033b15ea1569a1c5ef4a130e956a7b55475740263f9d429ada46e6c6c01,0.8507337426033673,1054,0.8655195157802963,0.8831020721837493,0.948054737441703,1,9,4.231886726312083,0
CompTIA,Richard Dubois,Natural Language Processing,2021-04-02,2026-02-24,8e5424f5a67096b210d470ce4e862f40f12e7a8704fee0cd6c8518e2785f965f,0.775718224744638,1734,0.909229220801617,0.932280778382953,0.6799568568778322,1,4,81.48527868958575,0
DiplomaMill Online,Priya Thompson,AI & Deep Learning,2025-12-08,2027-01-11,08c7dcbe9ec40d360306b08768229c6910fb5fbacba3416173f63e15ca091d64,0.513,23,0.3263,0.9574,0.3174,1,1,43.81,1
MIT,Carlos Taylor,Full Stack Development,2022-05-05,2026-03-31,69e9827306134c97a69fbe4f60a4556ef111377afebdb605ddc2295a3f8b5962,0.7514781785093829,1336,0.8688157318633267,0.9198952129011726,0.78731407420904,1,8,0.9061765210502034,0
AWS,William Garcia,Data Science Professional,2025-03-17,2027-06-04,2890f45276bdb9c59825b9fdc5633fdd601a4d04b25ed005c99bb91ecd9f9a1d,0.8997985215712422,289,0.8358611159119776,0.9938310743587692,0.9492631369575654,1,3,23.3354580412013,0
Stanford University,Yuki Martin,Agile Methodology,2023-03-28,2024-09-05,48e961d9a5f9f72983f7dadcb585debb7125ebb671cf329b101caeff4f53114d,0.7363360679831917,1009,,0.9442768743769898,0.9559030944144288,1,5,32.23015853520557,0
Stanford University,Jennifer Jones,Full Stack Development,2025-05-03,2026-06-15,0ef418c24657c91b368611245340ca3144c72d3bb1ae705388e7cdd54b8761f6,0.6856179306612737,242,0.9627965954554611,0.9838382587914266,0.9935852246833122,1,5,27.637601153316297,0
CompTIA,Barbara Wang,Full Stack Development,2024-04-20,2026-03-29,05e51964f54b8ad83a5075cab043bd6f966634adcb1ae5d3cc59c8642f4cbc32,0.802047071224258,620,0.8495192530280943,0.9725109638477495,0.8996218194363517,1,6,104.87699526114339,0
Coursera,Michael Miller,Blockchain Development,2024-01-17,2028-03-26,ca076a7d07a94f55ff92208f20bbbacc8c88a917b6a8bb54c67ee45be4709391,0.9869194968552093,714,0.8799865008585294,0.8981900740545672,0.9500167833356081,1,1,40.02426628566381,0
PMI,Linda Rossi,Data Engineering,2023-05-11,2024-07-06,8a060179f9e1e3e70880da0a29a8ddfc20ed9e0052ae9bd10423c1c0dc5e56d6,0.6652583007019638,965,0.9668614138179291,0.9326930358649582,0.9642766415389726,1,8,79.87137468595844,0
NUS Singapore,Christopher Thompson,Data Engineering,2025-10-24,2028-05-06,c37eba799ea99cc00e3870d110a50c6fa04db78765eaf25258f6dd1f9c52ea4b,0.9402187248803799,68,0.921630817074473,0.8874195542486225,0.7214621965334002,1,6,0.28206441221053585,0
Johns Hopkins University,Karen Kumar,Cybersecurity Analyst,2022-03-18,2025-01-29,3f48b7662913fadf1f932ae79d08cfed0e742a51f127f41a361bdd8dc42ac6a9,0.8091039875692226,1384,0.8512427469796304,0.9827393772485258,0.8817316317725864,1,3,0.35753245073172113,0
CompTIA,Carlos Hassan,Full Stack Development,2023-03-02,2027-08-21,a48774f5cf35c90a8fce5d4c33b67784a9bdf57e0e8996c5004601a2ab281ae1,0.6055296278189858,1035,0.9165757700775747,0.9391136263514449,0.8562637882598737,1,6,6.675919302266251,0
Coursera,Ana Martin,Cloud Architecture,2021-05-05,2023-01-14,2741b7eb4b94eccaea8c48ee5216a4c807846207508d1b29ec71509179d0c35d,0.7543122278980539,1701,0.878133345184365,0.881122442281255,0.5761308271148965,1,6,36.379525685453295,0
AWS,Fatima Anderson,Network Engineering,2020-02-29,2022-09-16,19b85c89ec3579b9c749980cc1705a5d04f191bbf343384418839a30512a3f32,0.7525396833433617,2132,0.9193568098147549,,0.8017631563441329,1,5,13.481455772731776,0
Google,William White,Cybersecurity Analyst,2021-06-10,2023-01-22,2508cb169c23f6dbec28feaad09d940b2f28091406fd4611544b3afa1b5c8b75,0.7481879201527855,1665,0.6985461952145454,0.8480235738224173,0.8446781620478466,1,8,2.126733582481329,0
CertForge Academy,Sophie Thomas,UI/UX Design,2022-09-29,2025-08-28,81e1c15ed830522ff1cbd81fa9064ff6c06e06be1ei44e403905f09457ea6774,0.2616,1189,0.1005,0.8319,0.2704,0,0,91.21,1
Harvard University,David Williams,Cloud Architecture,2020-02-29,2024-10-25,0cd1e81f5aeed0618ceba2f3cad9ce830b8ca658c976ea6e9fcc3b65f7588c33,0.7648520654402938,2132,0.9024506642603076,0.958262139377303,0.9106291535456847,1,3,19.91427736297948,0
IIT Delhi,Christopher Dubois,Cybersecurity Analyst,2020-09-09,2022-02-09,c25a4f749d8b4754cebc59cf5fc17d87f3db5dad36312ef4a3fb8d8b006aa15b,0.7754525577913394,1939,0.868929599273273,1.0,0.842395145910888,1,12,4.22254014371576,0
ETH Zurich,Arun Rossi,Cybersecurity Analyst,2023-09-21,2025-06-19,1149c2cce52045d4f462501b326fb462228af327e9a565e9d3ac06036540cb80,0.3458935038187888,832,0.9167738210686082,0.9220251169270572,0.9808448891594215,1,6,3.540587665659299,0
NUS Singapore,Arun Wang,Database Administration,2023-02-06,2027-09-07,fa4f46934e5788b3dba69768358266ce1daa25374318cb7fac1baf0c88470f4c,0.4847222213521795,1059,0.7733878597287173,,0.7966077978266177,1,4,8.908595169386508,0
FakeUniversity123,Sophie Harris,Full Stack Development,2024-07-08,2026-12-18,e79d862024b62c87ab2f108c0283e83099f15f02a4e6c8c588ae1269103f6870,0.1104,541,0.1675,0.8405,0.0714,0,0,147.43,1
Microsoft,Mohammed Tanaka,Computer Vision,2022-07-24,2025-05-21,c4d1613789425335fb650c1baec19903a0a5688cf803c0330acac96c9918299b,0.7684556563039358,1256,0.8868657334364731,0.9062065999963834,0.7914914457072518,1,2,40.05687102734724,0
CompTIA,William White,Computer Vision,2020-06-07,2024-07-31,933b0f93ed268b49d5aa906174261b599b029a98601c30dda875e05c09187db0,0.5409480922363162,2033,0.729564432479592,0.9295813620284465,0.8166849681461164,1,8,25.38746941313579,0
Columbia University,Pierre Harris,Project Management Professional,2021-12-11,2025-04-28,0b33f840815b926a87df3635fd0a20942098dce1950012dc4c0dfd0e75a31470,0.7139319320815454,1481,0.9394898388059172,0.9749679741119868,0.8846207438145637,1,6,2.5787163272174407,0
MIT,Michael Thomas,Mobile App Development,2024-05-17,2026-11-20,f01071daa3fc03fc3f20a64570cd05945f685a0ad99c4c10203da24fae5b189f,0.8536252072689254,593,0.757641343919738,0.8915077004225187,0.8018494407921349,1,11,35.68310741249241,0
IIT Delhi,Barbara Harris,Natural Language Processing,2024-12-19,2027-06-09,07fe7bf9b5f110959998e10b375fd4842a23bcd3dee35db3231d6ba2821e374f,0.8207866400246477,377,0.9299315680339254,0.9802761602712832,0.98639736474926,1,7,25.149324252537955,0
Cisco,Yuki Kim,Computer Vision,2024-08-27,2029-06-18,4257676f2a73d26a0ee53bb2fe2a071b7262ef6162097d1cbc073b3506abb4e9,0.9562924803465637,491,0.9545358200359679,0.9216238615126154,0.8891217132423818,1,10,11.463621884186768,0
CompTIA,David Wang,Data Science Professional,2025-12-29,2029-07-08,ce5badfa910e4acac2178fb38a2d08fffa9dd93522b5bca0c95c156d800396f5,0.9766134438185443,2,0.8958833784684057,0.9726945480855589,0.7250482538514805,1,9,21.379334842477157,0
Oracle,Michael Smith,Mobile App Development,2020-04-20,2024-08-29,8d01e3c778f1383e917dfc118e942214f7cca5312f7dc80393c0bb43a28d6846,0.898597521523094,2081,0.8893424215793652,0.8681800571430268,0.8474839659939183,1,9,61.334008843181536,0
Udemy,Robert Williams,IoT Development,2025-05-27,2028-03-03,ff03a5607ef7fef8c9f110e61ab1499b91f4b9c00d1644c8c2572be53b54bd12,0.7770843883322096,218,0.8387978619194315,0.9613473947564595,0.7804808105322544,1,7,8.617528011454363,0
Microsoft,Mary Miller,Business Analytics,2022-01-04,2023-08-04,340f0053e268b26859b32e51b9f12c7558e5a1757986c26b355484aed85f802e,0.6854858953459939,1457,0.9790034762199081,0.8569988271216418,0.8953942151457218,1,7,10.46007914992884,0
Harvard University,Linda Rossi,Quantum Computing Basics,2022-11-29,2025-05-18,c742cf56f85ed9101c9bbf5995d733471267e9dd246e5dbad6ff626477d4644a,0.7908380308082638,1128,0.3228058106034614,0.8775409430931425,0.9649659502424941,1,5,2.1539230779806844,0
Harvard University,David Jackson,Full Stack Development,2022-08-23,2023-11-18,41dc5a7157abf4f799e96700832bc1498a0ee4cb25dbe093ed4580c791f8e5d5,0.6664735209422702,1226,0.9154104681488736,0.9223242075709652,0.9024520399917493,1,4,2.8081909665485676,0
ETH Zurich,David Brown,Data Science Professional,2022-07-17,2024-11-12,f69532f784525edb7462d1cb3b5e38437f3794788697afaa1b19d10981fd70d0,0.7659095040057907,1263,0.7311569724313834,0.8901184960446723,0.8520172605418067,1,9,10.087039485193284,0
Oracle,Elizabeth White,DevOps Engineering,2025-06-14,2029-11-07,9a7066908592a2c7d7ca61912d4325996ce377682558f3b9028598087c19cc02,0.8341601193780661,200,0.8696028351194598,0.9197148298217274,0.7311808426694727,1,7,12.949484109504132,0
Harvard University,Michael Santos,Cloud Architecture,2020-06-16,2022-01-24,c9f0eb5185e94040e1f2d58c3bed064aca77a54d1b4e9994d9f9a140d1b8fabe,0.7893303699437685,2024,0.9696591453651788,0.8530600394210277,0.9579656973177044,1,6,83.9348126366309,0
MIT,Barbara Hassan,Data Engineering,2024-06-04,2027-10-17,b16ed4a2b17773e5ccd46344124ac1474cf42d468894e1619c36e3cd936f5a76,0.707814662132241,575,0.8390534479228959,0.9581000267920029,0.9249417392704498,1,7,12.721778418886958,0
Harvard University,Barbara White,Data Engineering,2020-07-17,2023-10-09,b5bc7e7a8beba6b4a3e83f845dcc6cd38b2567b61c407023803ea93eb38c6bc9,0.8185764309095395,1993,0.6257089865682006,0.9338710555618672,0.7059869868521912,1,8,73.25038296667152,0
ETH Zurich,John Martin,UI/UX Design,2022-03-08,2024-04-21,feab65453c64416e7d5dca956c4a66c0cd90c4f20738d45aa8493b4cb83a5936,0.6581544672240442,1394,0.7594962588006182,0.9010588317269393,0.7909879129434791,1,6,15.319914332324005,0
Coursera,Sophie Thomas,Full Stack Development,2022-02-19,2026-01-16,63dddae4d308d2c0f1ad565ca3c9aa4d29af283ba33bf188b152d7ae07906205,0.7348684807378991,1411,0.9200622650251992,0.9513030074630446,0.8894824495662694,1,10,26.574656933219703,0
University of Oxford,William Rossi,Data Science Professional,2025-07-13,2029-02-28,cbb013840447b8e31ed13dc9d75fb31c8b4ca8bf29b9453e344980c4b9f8562b,0.8643227390298424,171,0.7988256143766728,0.9213034417033125,0.8786458167572496,1,6,3.820575059054634,0
PMI,Wei Rossi,Quantum Computing Basics,2025-10-27,2027-03-15,958e3f72dbdb615e67e450750c66b9301c9bb0c1a4421b1cea6bb8853ceb36b7,0.40705564513067505,65,0.9814550380760005,0.8617637884520801,0.9129622612454239,1,8,35.2903981591034,0
Cambridge University,Pierre Davis,Business Analytics,2023-09-30,2028-03-23,3c4d814ce6f67df6cd671008c918d9678c671ad0fe30b78df917de4ad1b749bf,0.9083320196524879,823,0.912890768378329,0.9127689993104957,0.9461156409396528,1,5,117.1914722376423,0
Cisco,Carlos Anderson,Digital Marketing,2024-08-06,2027-11-30,e23122b11a8a57eb9c41cfbdf09cd3a82ca6d67db401c57dfe10bae66cb70604,0.7667886129687079,512,0.7980272518032908,0.9327727281722861,0.5733476732257436,0,6,3.495040834952714,0
Stanford University,Joseph Chen,Machine Learning Fundamentals,2021-04-25,2023-10-23,b026fd6a38e63c762b99366dd282fb91516233287c4114ad7092bc18930f9352,0.9056484623354026,1711,0.9932816908700947,0.9205914041820847,0.7907183159416032,1,5,18.393732202001043,0
InstaDegree Corp,Mohammed Martinez,Data Engineering,2021-07-26,2024-05-06,564136b6c11,0.0773,1619,0.046,0.8676,0.0904,0,0,9.35,1
edX,Jessica Martinez,Digital Marketing,2021-03-19,2024-10-20,d53398a8b77e6d6d4c0d26e6a23a1f2d632544aef07cf79f70ded2ac6a38abd3,0.8607474721493448,1748,0.9512100602358549,0.9931855242437485,0.8070837328551731,1,5,7.577304825142957,0
InstaDegree Corp,Thomas Hassan,Natural Language Processing,2020-03-12,2024-07-10,b4446d7caa7601670566599cd79ee0ab5391dcb00ebcc9e63cb179deafe61240,0.1484,2120,0.3658,0.7178,0.25,0,0,40.08,1
NUS Singapore,Karen Anderson,Blockchain Development,2020-12-19,2022-10-19,a797a32f41e3d4c5c1852a8caec1d974e116fd7459b10ea3b49e5520e63f62cb,0.8342534084136586,1838,0.6208004590185832,0.9725715378081243,0.8491019532233591,1,3,2.2158586386546726,0
Salesforce,Thomas Jackson,Natural Language Processing,2022-08-04,2026-06-29,65067c7d19cabb2df23ae4eacf5e73a993fa32edaa9a362f086aa7141e6f6a73,0.8701907732520748,1245,0.8502275628928401,0.952009621003202,0.9015542136987013,1,7,38.378064147851525,0
University of Oxford,Fatima Martin,Software Testing,2023-09-17,2025-06-21,ad576afdc2e02c9ac1596130dfed885d2b331eca7c273cbc71df94bcfa03d0f4,0.8901610841533024,836,0.8168628979287657,0.827713190006222,0.885469274642182,1,4,14.463321479916283,0
Columbia University,Patricia Tanaka,Quantum Computing Basics,2022-08-07,2025-10-15,3f9d9007108d7eb2fa8972edfa5c256bf774060141db7d4bb8ce358c53f3140c,0.6658578998562632,1242,0.8789232838768227,0.9513211725631024,0.9116091152588973,1,3,13.31553605618477,0
Harvard University,Robert White,Project Management Professional,2022-03-11,2026-06-12,d1770aeace8f182ce0b2413891159e990705f13bc24c78ac6c2b483089c9d3b4,0.93643925344658,1391,0.9065754812284793,0.9196484425038779,0.9234015372867879,1,8,74.68398095572643,0
CertForge Academy,Barbara Miller,Database Administration,2026-09-30,2030-10-31,4f7be1353051ecd9096b59174a830a1c13ad83fff9785f2850d8a38c86696c75,0.2985,-273,0.1336,0.8194,0.2984,0,1,11.16,1
Johns Hopkins University,Ana Tanaka,Cybersecurity Analyst,2023-04-07,2027-09-24,2b26b61e2039b274a3c88f2316323da8899ac4dfd210087e4ddaf059442cb54d,0.6877885613718241,999,0.5605839946568804,0.9938949532492353,0.4533664270553806,1,4,56.85372966011755,0
Udemy,Robert Garcia,Big Data Analytics,2022-05-04,2025-08-14,39ec933ded155c1a936b376ddcdc15a8004113d27537ff9e8abf2e2b3f51fa3f,0.7921243077750607,1337,0.9599325365845441,0.8662580371356745,0.9353225182884124,1,3,17.085770529591038,0
AWS,Michael Miller,Data Science Professional,2023-09-30,2024-11-21,ef990e184aeef64a2e475e37e66172a9b22b2a68c06645d9195b2e7e4db8bb47,0.9504428361088582,823,0.8942544879854092,0.9419508103915016,0.8867493609521767,1,10,36.71590338015068,0
PMI,Patricia Martinez,Agile Methodology,2020-04-24,2023-12-17,cb2e1650c1e88dce2015f1c26eb699cd31e36043bb94c99e400e4f05e21e71a5,0.6922672436526418,2077,0.8618573326181563,0.913294234824751,0.9920505777724742,1,6,22.80397367296659,0
Harvard University,Fatima Brown,Blockchain Development,2021-03-13,2025-11-26,a7d6a9e26fc7254c9e96a8711d898849d796baa3f0149f746d3561eaf2d93e84,0.7514052136248445,1754,0.9259385655379045,0.940078641267163,0.8424716917322578,1,5,14.6815690971475,0
edX,Michael Miller,Data Science Professional,2020-07-13,2024-11-16,955fe9a24ccc0184dd7fbe31dc1412127d4cf8163c06dd35ce2a44d309cbab30,0.9596888111133755,1997,0.6419621915738547,0.9594852760522259,0.9745600577430094,1,9,1.8058767778946778,0
Google,Jennifer Brown,IoT Development,2025-11-23,2030-08-25,224834c4a487e94562d54aafbb36656c9e0225eb2306f3c50d3863abd80bbaff,0.9063335235546776,38,0.8761537471586498,0.8901533126096192,0.9500510710732651,1,6,34.402574482606774,0
Salesforce,Joseph Harris,Big Data Analytics,2022-06-15,2023-12-11,6762e70cfff82610903433fd64c25a33cbc36b09d79b6adf38667550c0fdd9b6,0.7274766604205122,1295,0.84891436048581,1.0,0.8080610189358292,1,6,29.21528233285698,0
Coursera,James Smith,Big Data Analytics,2024-03-05,2027-01-03,0fed8ecc81e1ad5853ad9c26de29d20af91b9a8ce3ed1d37015034e82cdbcd59,0.9626008915949218,666,0.7243332482596574,0.8571937463142504,0.9619634406827068,1,5,60.13910375250835,0
CompTIA,William Brown,AI & Deep Learning,2021-08-17,2023-09-28,0c97879b0380142f917e40ab4cfc73975a97297f8c0a36a769c2c3e82384b74f,0.738955830481851,1597,0.7894000762227958,0.9165646216647719,0.9344592775434997,1,9,1.7676215241953295,0
Cisco,Christopher Jones,Database Administration,2020-08-11,2023-03-10,29f3c38fd3f17e83bed1d0787c0c9a7ab9d8e036e3e3c8a228c814882be993f8,0.4976041045289281,1968,0.807378538107314,0.858041904135202,0.9533567595472118,1,5,35.09696121748325,0
Harvard University,Arun Garcia,Software Testing,2024-12-20,2029-02-07,cf63bd7c010d4fe1b839daaad8aa9fa9eeff29a692419c785c6ac569b749806a,0.815891384202767,376,0.7160353033682879,0.9399633299087404,0.8818830945748805,1,4,5.570328012796798,0
Cambridge University,Thomas Garcia,Database Administration,2023-12-16,2026-04-26,2638b5599cec95ea14757c7f3551fdc8c5f8c892d0663f49191eddc509266a7c,0.6122141370418,746,0.9508350760853691,0.9561098758941038,0.984134592573715,1,10,34.96332116283089,0
Cisco,Karen Williams,AI & Deep Learning,2024-03-31,2028-08-19,fe7cca10dcd345ad3d0aebc1f9d562b3adc1db2511bcb3846f77bdf47881b6a6,0.9291157050556597,640,0.9174984311771127,0.9313773684329336,0.9290928514614267,1,7,6.568549403702444,0
University of Oxford,Yuki Brown,Business Analytics,2020-05-09,2022-07-22,e6593926eae60f4e59f210339a37890ba12a6fc194ad79cb04996d54d48ecb6b,0.6302268142677002,2062,0.7719141843074568,0.8952431188322434,0.8068210642989435,1,7,6.034448556598246,0
University of Oxford,Arun Santos,Blockchain Development,2025-11-23,2027-11-24,ee4a2ee97b1ff060326047b68780ac1912fb5c488bd0ea72a075d5c5d77e0a48,0.8092494434114744,38,,0.888871260374184,0.8577052898536028,1,7,13.54626367752251,0
IIT Delhi,David Johnson,Network Engineering,2025-01-02,2026-09-17,aa9c6dcaee2aaffbe65d1a1c94917a07fcc0fb58204246f85c77a0396e46126f,0.693464329046667,363,0.7871930391303215,0.9095513910382376,0.6914217100656295,1,5,20.83287893296246,0
University of Toronto,Elizabeth White,Data Engineering,2025-04-30,2027-01-07,8b93a140595514a8b8037eef963a1db783b2f64e563f4f519326ba0d56aaa005,0.7779157582539782,245,0.6284127816487522,0.9868461781897069,0.7524626625600208,1,8,1.425667906089978,0
IBM,Elizabeth Davis,Digital Marketing,2024-08-15,2028-09-25,2ba5bf3133bde32d499664e644c5ce6191ef8be274becf611b83ca67ff286508,0.5549763954832102,503,0.9772104022360674,0.9428560159625113,0.7691604404977226,0,5,88.42647763396361,0
Adobe,Pierre Jones,Cloud Architecture,2020-07-17,2024-08-29,f01ad347aa17b8cdf66479c7c4a867d70f16885689cd2a51f11348027e0855c1,0.9297137786312891,1993,0.7548438961451561,0.8475633622184032,0.8286520700054366,1,5,87.03929930764136,0
PMI,David Thomas,Cloud Architecture,2022-07-06,2025-03-27,94ab33aeb7cae2873f539e0c200a4bdcafcff5f8362adc677ac6cee6c1723027,0.9051606411404682,1274,0.9290905121184786,0.808921906303275,0.8630156319364278,1,3,7.887821593111548,0
CompTIA,Christopher Chen,Data Science Professional,2024-05-12,2026-09-10,8b364e63c3249fb90087eb034bf943218ee2c8166012601513cdd1bb2fdee72d,0.8449968045309294,598,0.8757414591288096,0.880760055373741,0.7548859527592136,1,8,1.8248331821144868,0
ETH Zurich,Mary Kim,Project Management Professional,2020-07-28,2023-06-15,5f6fe6e36deaef49a0dd899d87461ef6af17052bcff5c7c8ff2c95ff32986de1,0.7852309417591983,1982,0.8209874872155772,0.8502057953323288,0.7178985715218549,1,5,3.888683222546346,0
PMI,Pierre Patel,Robotics Engineering,2021-12-22,2026-11-02,1521fedb27ee237e7fe5cc726711c7b59493b9bbcf4d6b1bbbf2839c70a4d1b1,0.8627918734757221,1470,0.9021095788595705,0.8849966129534764,0.9762609437605962,0,10,31.686270698410446,0
University of Oxford,Sarah Anderson,Digital Marketing,2023-07-29,2026-07-14,161816e265b633aa5a1e15288aea7738021b272c5455ffe1b6397f53d10fb932,0.8245292753240036,886,0.8418551956806165,0.8686424121344292,0.7969265464829162,0,6,32.97387436993649,0
Salesforce,Priya Johnson,Mobile App Development,2023-04-04,2027-12-11,831c6102ff25f6edb0cc84f1ab21b9b8dca83c9662a514c907b38aaa99c51dbc,0.1322,1002,0.1664,0.5321,0.1057,0,1,21.66,1
Cisco,Yuki Williams,Quantum Computing Basics,2020-07-18,2022-09-04,460eb9f5b2d7994875c28b8cc0421bf326dd932075bf1117d0004758271861a3,0.0869,1992,0.3035,0.624,0.2292,0,0,10.96,1
Harvard University,Yuki Davis,Software Testing,2022-05-10,2025-02-05,0fb594e7fa1ac88da2d1675626739c2411a359d8c6143dcbc1a3038841c6e8f2,0.7558016280182489,1331,0.7654310400810197,0.9000840999992663,0.9330655266729933,1,11,23.063742869125633,0
Udemy,Mohammed Patel,Big Data Analytics,2024-02-02,2028-07-02,28dcd73db9e9d0a0ec910b135edc3e78f8e445798ca5ce0ea10513b66875e753,0.7769944129275232,698,0.9758557333876524,0.9731876505539263,0.9909009592417425,1,4,0.828869977279307,0
ETH Zurich,Ana Anderson,Database Administration,2021-05-13,2022-12-15,1d0fae35803b10d6c72936f0dc81190da02eb261596231664700c9a72e7a2cee,0.839553096808422,1693,0.7185225126163468,0.9087845656523753,0.8432500990790542,1,12,26.238185127962428,0
Columbia University,Wei Davis,Full Stack Development,2023-08-30,2025-09-18,15684011e2a4855e98dc418cb9cc28a59e9cbbc4748138fc2608039a82fcb1c7,0.8198617795814879,854,0.9152737527082165,0.9057279906464245,0.8979139920003162,1,8,2.5234920106273138,0
Salesforce,Michael White,Big Data Analytics,2023-11-29,2026-08-05,f3b05e5a0b662c612a348fdb14b564d1c7aeb4378066d731c0a01bd296a11333,0.9488164537759393,763,0.5418687815479202,0.9998995543594256,0.5004571746445894,1,6,36.51808988610227,0
Cisco,Robert Davis,Big Data Analytics,2024-07-03,2026-03-25,c4ef0330e625c4d6e7f6a70d6c4342934f5335843e9dc3499f27205adf2f6b37,0.9420161592481961,546,0.8919901796057081,0.7825416221102126,0.9645964190928483,1,3,7.153133588387102,0
IIT Delhi,John Smith,Computer Vision,2021-12-02,2025-12-07,a8134d956a9c22f9f67d40ea56d7cb2133a9ff0155c6878af3b45d4afc16ff4a,0.8281799564763414,1490,0.6441569364954435,0.9503850101561204,0.9330407699909407,1,7,48.946561902672464,0
Stanford University,James Williams,UI/UX Design,2025-06-26,2028-05-26,d41aeff4dfae0f456a53f0ee1616d38dc34fdedb30cdd43b4fdeafde3a36d98c,0.8757552116740877,188,0.9839113005084185,0.8728647610987651,0.9328101544255627,1,7,17.47276359065559,0
AWS,Wei Mueller,Project Management Professional,2025-06-30,2029-02-10,a8b59280d8832b975ca17212e2461eecff07570121e1fda001b058f8ebb7fb24,0.9423468398104471,184,0.9424488631431657,0.8456868362568729,0.954936483477208,1,8,38.56797631753067,0
Coursera,Barbara Patel,Digital Marketing,2020-01-22,2024-02-28,0aee10b61a882b671989727d8fc777e321d0278444e11e39fa80610ea21163ef,0.7754578693889856,2170,0.9832871653532774,0.951072568055852,0.8221932241547715,1,3,24.128307031348672,0
MIT,Linda Thomas,Cybersecurity Analyst,2022-11-02,2027-01-31,00d01249ac95eeff666cd0e12e70ddacb8bef15ebbf9c0b3861ecacf49bf39ca,0.9531261248713573,1155,0.9981903738829198,0.8077547951724842,0.993998896650311,1,4,67.53751197270476,0
Google,Sarah Smith,Quantum Computing Basics,2025-11-07,2027-03-24,49f667d3a1cee7a78ec967410c9b455880f103bbc44bf826c8a33060b92a63ad,0.9189101152882593,54,0.819571384932721,0.9522089166169491,0.8457168344758187,1,8,91.87674470318483,0
Stanford University,Mohammed Patel,Cloud Architecture,2020-10-27,2024-01-18,d9c76d10570cc5b77f8c6c4967702fced87fcf9e6f02014da00e46eb0563d7d3,0.7691667339843493,1891,0.692626846869309,0.9920832407401845,0.9640182319080717,1,7,42.572976296481016,0
Johns Hopkins University,Christopher Jones,Quantum Computing Basics,2023-08-14,2027-04-29,025ba7a252514f8e6e078f120e1a0c5c83ee4b5d9f83c7a3fff170d99a774503,0.699396765380038,870,0.4156107575203184,0.911702475945083,0.9905229475893976,1,11,5.96389623279642,0
TU Munich,John Ali,Software Testing,2025-07-14,2029-03-03,9f0127b148f459424e8751c5945b75b79944ae9fe89a84b9db7f099662a4e2f6,0.8960848026118112,170,0.936660164983482,0.8503926086165521,0.8922060564458568,1,6,13.702560167629791,0
Columbia University,John Patel,Computer Vision,2025-11-10,2026-08-14,60b8bcf252b6159a02711a5dd74d58f116d4ac1ada3dd0f0eb1d879a15e03031,0.0539,51,0.1026,0.7345,0.0151,1,0,205.36,1
Udemy,William Garcia,Digital Marketing,2024-11-20,2026-01-10,425eb4a66905ce735fa721a1f9c0e361a6894f4ed5d8f939346aa6242b6c5f33,0.7143849624587577,406,0.7601493878325959,0.9108702885299692,0.7456043637005654,1,7,78.75467320162716,0
Coursera,William Patel,Database Administration,2022-01-01,2025-03-11,09c9bbbbbf286a6833a6f6b4417ab7aae4bb17afdede2d924b211c32a8085cd0,0.7590409237136382,1460,0.5493125504955115,0.8843273600629816,0.8448899793325905,1,5,100.59026762077835,0
AWS,Mary Dubois,Full Stack Development,2023-12-11,2028-09-18,2f7724c146ca1c922b7fdd4582b3da993819d580cda2d55ea0dfc3159239b2ce,0.8310982139860773,751,0.9993771350409999,0.9087825373089813,0.9636291382718815,0,8,106.28133893070473,0
AWS,David Dubois,Big Data Analytics,2023-04-30,2026-03-20,52d7226263387f6779f51de091ddd4b5e5cdb8d404bdf3e8e3d019b5a8eb8464,0.8797046161526209,976,0.8323180830332372,0.918535560872954,0.9083696234931423,1,9,30.449401106992944,0
Oracle,Michael Mueller,Mobile App Development,2022-07-19,2024-02-07,0714dee9c75505ad5ab6bcdd6dd87f163ed9584c34fc064c20e82a1fd596e2e0,0.6257760654592219,1261,0.7101544924953646,0.9054431692541164,0.9830046771393145,1,6,71.96593197769883,0
Google,Karen Williams,Mobile App Development,2020-05-23,2022-11-19,30dba5fb93692a39ef726cc418dcb1aae0c442e4a644c0f6afb51d1eaa437bfd,0.0641,2048,0.4091,0.77,0.1741,0,1,22.81,1
NUS Singapore,Ana Jackson,Computer Vision,2022-06-13,2024-05-23,e06604f489a522cc6f7ca9ddf02a38f618fde94ee9377854e1900c5c5e68723d,0.7875922279486087,1297,0.5023373910346823,0.9189980705748385,0.8208334047607514,1,11,2.331839477419255,0
Adobe,Wei Tanaka,Big Data Analytics,2023-07-29,2025-03-31,a67d7063407998f7eb838007aa97ccebc1801c899739e653aa230fd0200b0b90,0.9117090690397887,886,0.9161856094831422,0.9035849099988547,0.8416972531309851,1,4,4.5833576198612835,0
University of Toronto,Robert Jackson,Quantum Computing Basics,2022-06-20,2023-12-03,e9ff945963fbcac5969811819579839b7fd9e054eba8254f219f95f90258acfa,0.8547577375380692,1290,0.9550562321030569,0.8935135762592966,0.8189695366464546,1,6,96.68717285515004,0
Cambridge University,Robert Wang,Network Engineering,2023-11-30,2025-12-11,3b912c828ed689888a65ccf140bb81e484fa409a1f0a8e880ed9aef5f4772746,0.812280488776079,762,0.8853581599095535,0.8930068934671876,0.8336287683343814,1,6,29.64740501515512,0
IIT Delhi,James Jackson,Digital Marketing,2020-08-25,2022-02-19,99d4d2b393b0276deb6f2ea00bbe7a97e491c638304927ff90ace22359dba1de,0.7272996463601717,1954,0.6641065546714416,0.9273333161425448,0.8134538155999372,1,6,10.687459862127366,0
edX,Yuki Tanaka,Data Science Professional,2020-09-15,2023-07-14,eb5ca1e97ffac8ebaf336b49e24b7c6ce414d7ecc0ef602dc343c7ecfb068ae1,0.8825288635912616,1933,0.5929284071976352,0.8679189567422384,0.8256536818301834,1,10,10.160464949773749,0
AWS,John Jackson,Agile Methodology,2023-07-16,2027-09-24,078e59a3da70c4ffe2d11b9a0d090f197d1c014868dedea6d5ad9c0dbd1f6842,0.9774168317663762,899,0.836961917486185,0.946824045360886,0.8500766887307234,1,7,15.233008853245595,0
NUS Singapore,James Davis,Data Science Professional,2024-09-15,2028-04-12,a9dff402afa830f91619a24fba60765ba78b05211e8ac1707117acc4f9735b39,0.8546591791964324,472,0.8752839804867851,0.921978164219029,0.8400047824812071,0,5,59.353418916373315,0
CertForge Academy,Sophie Tanaka,Network Engineering,2022-12-31,2024-11-28,4ffe6ee252f6e35d00a69a6404091a6e8226fe9f3f3e0864b5461e50f87f2c05,0.1125,1096,0.4,0.3684,0.1579,0,0,170.7,1
Coursera,Jennifer Garcia,Full Stack Development,2023-02-04,2027-07-29,70975bd0a0c6456c1cd0af5155748352b93cb0a7a79e1d68ad5036eaeb5340b9,0.7975392556598396,1061,0.8609855940148118,1.0,0.8828942864756986,1,5,102.91941214626962,0
Salesforce,James Smith,Machine Learning Fundamentals,2020-11-10,2024-10-12,c20ca259057f7d1f3c7a75059df536176f77a7fb30906cf7ed8855e6d1fadf21,0.6800006126816563,1877,0.8438456909504877,0.8482628865361169,0.9594055128889605,1,5,2.6090566642598976,0
InstaDegree Corp,Sarah Wang,Data Science Professional,2022-05-19,2025-04-18,32e89a1ddca99904064b220,0.1708,1322,0.2023,0.7991,0.1977,0,2,10.14,1
CompTIA,Jennifer Jackson,DevOps Engineering,2024-04-19,2029-01-30,eca1a6192b9e116e71935ad80464a69101b7288db871028aa5e4c0595b9618f2,0.764992720928599,621,0.8610167641149965,0.8223599051833951,0.9073584714645438,1,6,123.61284218869015,0
University of Oxford,Barbara Williams,Database Administration,2025-04-10,2028-04-16,d73ea25f8a8b09341ee960814893da8a40638fc910da48d8d66dd5cc868031c6,0.969365056209145,265,0.960388868100861,0.909519628266349,0.7644789892891677,1,5,18.483335882475046,0
University of Oxford,Mary Ali,Cybersecurity Analyst,2020-07-29,2024-01-19,03f5bb7d4cfde9f317125ab2be6dcb1f9095824a2a8e200aedf87d8fbf1722b9,0.8687651661409863,1981,0.7655719102205963,0.9493990862326434,0.8279953039864748,1,5,14.357868503319454,0
University of Toronto,Susan Jackson,Database Administration,2020-11-18,2024-04-22,42f4a017e3f30fb7fb1aa31ae16f9cd5aa0262a35f697eedbdca9e73d0d66953,0.7801194133355642,1869,0.951459968365661,,0.6647264959814869,1,4,15.092754697991062,0
IBM,Priya Brown,Agile Methodology,2026-02-19,2029-07-24,fe32b6c56a352229084c96f3eda165e785e676178e2154e092fe36cf2bfc5902,0.3919,-50,0.3303,0.708,0.135,0,0,51.0,1
TU Munich,Susan Thompson,Digital Marketing,2022-11-02,2024-12-10,8d4095981fe4523762f73152d30cc4c064ca9e4f958b16907ad925e3b3ffb577,0.7571352617761186,1155,0.7682431264860016,0.8380821477673289,0.8148387223472839,1,7,9.42679962115239,0
Coursera,John Williams,Digital Marketing,2023-09-05,2025-11-10,1fce38bd7bf6811d28242cd3137dfbe929295052738951184b568ca357867610,0.671195671886394,848,0.7785467536933933,0.9371057316408089,0.8136677407512467,0,4,72.64205237972018,0
University of Oxford,Arun Kumar,Natural Language Processing,2025-01-19,2026-01-26,d9761f05be43f53eebaec61ecc0c4bb16c2bfcd14e5a19bb743b7a4e56240d4c,0.942634247245303,346,0.6645670963907179,0.9065336018833798,0.9653902365196075,1,6,15.736455092902602,0
CompTIA,Joseph Williams,Data Engineering,2024-04-15,2027-06-02,431557cfe9decd6270af4cb0efdded824c8eb458b06f4885bad493f276098fd7,0.856539126695095,625,0.8652138471303894,0.940993817971583,0.9881820602202069,1,7,27.00187212759612,0
ETH Zurich,Patricia Martinez,Mobile App Development,2020-07-10,2022-03-24,dd278f25939dd780559e9bc133c0e9df21d9295489d08c7516670afc4c6e6f1e,0.7003786609627267,2000,0.9584155362318126,0.936840690380699,0.7875143019391279,1,7,92.5596109099469,0
Google,Michael Smith,Software Testing,2021-12-03,2024-10-21,847966b7dacf24906daf7aabe2833cd45046a20af853dc61feb82bf492d35515,0.8194857442814314,1489,0.644753549034181,0.866719178123834,0.8945340926482138,1,5,28.108603164809722,0
PMI,Karen Kumar,Database Administration,2024-07-09,2028-12-20,e3741641a6112ca3cb92c644d3a88be1ec8e68b45c25fa734192414746b9cfd3,0.9967136358000189,540,0.7247598182499889,0.8909657465307185,0.9258904976504355,1,7,21.304091675533726,0
IBM,Richard Taylor,Business Analytics,2022-12-12,2025-05-16,ddb348bf35756344910598256632f038d883c452ad8f0f067dc199b3e66bb3be,0.819707300713013,1115,0.9953857236632706,0.9500923639077082,0.795857364613658,1,5,73.82674743103055,0
Coursera,James Ali,Data Engineering,2023-06-21,2025-01-31,98bd4a5057b01173d49fb5c36a28ff7ba906629694ca774b306cc097c4807d68,0.8969381988305484,924,0.9003647994268114,0.8225913110571355,0.7775278150510652,1,5,7.062501090899556,0
NUS Singapore,Linda Johnson,Quantum Computing Basics,2020-06-18,2023-01-04,3d1644d24d24aa93d2bc280f15503af886c3fee403baa0dcbab06b598b4fabb6,0.9880669226776087,2022,0.9553336748815691,0.9028237112058811,0.9691564383244208,1,7,1.3799464635583116,0
edX,Robert Johnson,Blockchain Development,2025-11-20,2028-11-23,ba0b70b4aee9d684c01de490d8f1c2c6622dbf5f303c42602b35717a5571c2ea,0.8140991426171165,41,0.7794773273778962,0.9289943795974431,0.9391310292409574,1,5,40.514851504040976,0
University of Toronto,Mary Kim,Data Science Professional,2024-04-21,2027-01-22,a0aa6142e6a30596a008d5b2d897c94a3371b607d346e1f77f93b6cfd1fc14df,0.8536847429427962,619,0.6030867390184318,0.9020111257077751,0.8492918647202283,1,8,20.552396012906144,0
FakeUniversity123,Barbara Thompson,Machine Learning Fundamentals,2020-01-13,2020-07-13,4accfb6e58f69677432c00ec5994f5d4f6b79ce97ce1675332be9308f09a54e6,0.1057,2179,0.5188,0.5786,0.4603,0,0,33.18,1
IIT Delhi,Jessica Mueller,Cloud Architecture,2025-11-28,2029-05-02,a836adf44a6230ab0a482efe1a758b97d4d56e6f731c93dfeedb4107a574b4e5,0.6993251982081835,33,0.9634786793363742,0.9700365879532737,0.9124690870389474,1,2,14.056650702255203,0
Yale University,Karen Taylor,Blockchain Development,2021-12-30,2025-05-14,f2aa9470b0e831fcb084d68c925c326ba1d2159415e6582b4a21fda585940c47,0.8939957361951015,1462,0.992748047438641,0.9981450436676618,0.8153443250864435,1,4,8.311132708357995,0
University of Toronto,David Johnson,Mobile App Development,2025-01-15,2026-06-18,1196312513969e8f7fd1040bcdc2a7891513b2f920e9e4d4faecb2e9f3e290fd,0.5214127147065662,350,0.561465012982905,0.9392454147754657,0.8549840646780892,0,4,36.82408622547656,0
Johns Hopkins University,David Johnson,AI & Deep Learning,2023-07-23,2027-01-04,fdbce846168c14f037261c547e8c57cb2877e02f72140d8c5b2fd2d123b4c4ac,0.9516275804214613,892,0.8478886048218433,0.9555304952470696,0.8209705530342669,1,6,18.44700256445072,0
Google,Linda Harris,Cybersecurity Analyst,2023-06-23,2024-08-04,d03ee09dbe28f016794661d65d2c21dba384af59c268c07f4f8f4b498fb90b81,0.9539002027070284,922,0.8221215636399244,0.9132921113633946,0.7559055789516491,0,5,19.33860838479501,0
ETH Zurich,Barbara Taylor,Natural Language Processing,2022-06-06,2025-05-25,013e77dcfe5fd387e9de0982dd1ad432071511067b5b07ca58cebcccd61cd575,0.691908848931533,1304,0.7071470421332887,0.9061056802344537,0.8581403987540804,1,4,3.2178424866675375,0
IBM,Susan Martinez,Machine Learning Fundamentals,2022-05-31,2025-04-25,c8f2998f9ac88342c62c1501f9b68b6dec8a163f0a5d592bc89b59ec94843375,0.9467440682056087,1310,0.7709568809054117,0.8202330920871539,0.8556517770651263,1,6,13.971584387370083,0
University of Oxford,Arun Hassan,Natural Language Processing,2021-01-02,2024-02-17,ad3cb45c5350af481323eae8edd7e6e9587512f14d6a40e3b07794891a01ab8c,0.8460823011331181,1824,0.9514474467157396,0.935821121416381,0.9980073163809838,1,7,25.288553232136696,0
DiplomaMill Online,Mohammed Johnson,Network Engineering,2023-07-17,2025-11-28,d06d45b4d260601f3ad114650293a4b4e1f06c38590b1a5dc2fbf6325ef40546,0.1664,898,0.5247,0.7284,0.583,1,0,126.15,1
Microsoft,Carlos Dubois,Agile Methodology,2022-09-12,2024-10-17,e85d9049e7d2d8752789ff27f172901f76f25e2e90efeedbe3328075de4fc94c,0.8542590416854824,1206,0.920930667412508,0.9669280465859785,0.6876031441670224,1,5,5.900703108094344,0
Microsoft,Christopher Anderson,Quantum Computing Basics,2023-03-29,2025-06-20,c64d0fa31a01f6d3f957cd84bd92fa72c04beb50d8b5c215ddf63023d7beced5,0.5288131122054716,1008,,0.8906270310657091,0.6256687658730535,1,4,14.984300983760976,0
Johns Hopkins University,Robert Santos,Database Administration,2022-01-11,2025-07-02,d7ef2a2b1469868c8f7a1f281049ad6583ecd1fabeac866382f22a45d33c8b2d,0.6128301784739748,1450,0.9564288109936903,0.8523280030068122,0.9301018694618165,1,4,54.20332155074516,0
Coursera,Fatima Anderson,Blockchain Development,2021-09-06,2025-03-12,a3e1ce228d7e31aa319b981f32095a688c9064a0d5845fd3f8a1429947f1202c,0.7426514693238964,1577,0.7236517963582294,0.938727952447754,0.9144179295087196,1,9,15.64094150912388,0
Salesforce,Arun Thompson,Agile Methodology,2020-11-14,2023-05-20,845547d018ea4583b01aad807a2632fbfe79271378ea66d8719367a56d43d7fc,0.7435448786306315,1873,0.832075290849532,0.9213880685192513,0.8239414751988995,1,4,8.51460494732065,0
TU Munich,James White,Database Administration,2025-10-25,2029-10-27,bd490115052ddbc03ef197e80cccfd61231d76338c136f142a5742f1d0d33a34,0.6258801692875524,67,0.8353731981963808,0.9340846435652872,0.9422961010992482,1,6,11.805572147435194,0
edX,Fatima Brown,Robotics Engineering,2020-04-07,2021-08-06,d408b781dd9e0f6f6034bfc40ff6924572cfa84c8a1f5f47affd3c80eefa2e27,0.7280285762336016,2094,0.8665077756961205,0.7984257511286039,0.8671802603510047,1,2,6.633367555954005,0
Coursera,Mary Harris,Software Testing,2021-11-11,2023-07-01,23b804e5f2db5e0248a3b62f939ea1bfb0d9ca149e155c850553fe4c4f425e26,0.9465019930066866,1511,0.6955618674443584,1.0,0.9489395176420958,1,7,8.934335737442424,0
Columbia University,Mary Chen,DevOps Engineering,2021-05-12,2023-10-31,5bbffbbb1d917525f80fb035e0e2f002b0618e88a9441744ba37aa167dd20890,0.8501549041773143,1694,0.7739528546870972,0.9494871238290041,0.5332143149026264,1,4,2.3670853041907844,0
PMI,David Williams,Big Data Analytics,2023-02-17,2027-04-12,3e35ebeb7a90089d71cbf76dbc7caa72524240ea20da0ef326a8f07308bd2311,0.828597346273491,1048,0.6321248427201444,0.7859476946064554,0.9188701052611734,1,2,41.6148131257144,0
Microsoft,Ana Williams,Machine Learning Fundamentals,2023-04-22,2026-03-14,b0104c6674744036f4e36562a87a87c0d68f2bcdc9715c46ebe5ef8a05aaf74f,0.8399749614100159,984,0.8720506472936158,0.923600157553094,,1,5,17.332477841484675,0
IBM,Elizabeth Anderson,AI & Deep Learning,2023-11-15,2025-11-14,c056dba6ab215d80deb935baa3c2fc28e38b1cdfa52d165cce7040c7fba9eb1d,0.7395935477524833,777,0.8653131376327702,0.9491459227343831,0.818137902116552,1,3,58.02426042885942,0
Cambridge University,Susan Brown,Project Management Professional,2023-09-20,2027-03-20,83e39154633358258c2257f09d25f70340f0b9a2e792337eae360f33517ac124,0.7916869752498078,833,0.9729685056392001,0.850018106265765,0.9434135767247861,1,6,60.827224261413086,0
AWS,Ana Hassan,Full Stack Development,2025-12-07,2027-01-18,5a5e2b2895adb493680a4a9b8dbe46f6adc16288ab7e6552dca1d57fcd44092d,0.6558879602256976,24,0.886402915264278,0.8921111952640629,0.6163886082004725,1,5,20.383960991634822,0
IIT Delhi,Christopher Rodriguez,Business Analytics,2024-02-08,2026-11-02,ffa037ea369ea1f98e9913a871785bc0692203b8efd43c6a39044cc3ec9fca20,0.6115802724409063,692,0.7406187019377136,0.9280059051404206,0.8684399585738957,1,4,28.055249735013806,0
MIT,Patricia Davis,Mobile App Development,2024-03-20,2026-09-19,aa5dc152a22250b41ef1d2492613c0d7cf6bd55ca5532c5438d9a30358e2beb4,0.9417022715287544,651,0.8029841885796619,0.8883360688431341,0.9083242851459996,1,7,0.5405035767612189,0
Adobe,Ana Kumar,DevOps Engineering,2025-06-20,2028-01-01,103bec68872461eea24d7b4207071c0f58b92bcbeee68b64d0219cc58aa312b8,0.7589081992000767,194,0.9679043508069557,0.9597150565988504,0.9147392594074819,1,8,40.11729166605363,0
IIT Delhi,David Thomas,Database Administration,2024-05-30,2026-07-05,116044569c0d42894f30d34d48e101531671e8689c47e9aed45cf9394569c051,0.9635604302621164,580,0.9473254427936904,1.0,0.8668979037545113,1,2,24.610951401393365,0
Salesforce,Ana Tanaka,Machine Learning Fundamentals,2025-09-04,2030-01-01,bf37bd482d2bf8fc8cdb04e93c4b56b38ba83b483f8131b89cf3e1aa0ccac285,0.9677449670376467,118,0.7975900067746895,0.9182969035536717,0.7866320972413662,1,7,13.292128611282486,0
Stanford University,Jessica Chen,DevOps Engineering,2023-03-09,2025-03-20,710469c429639d069350d6257580ab502bb04a2498bb0dd79a0931217938fe34,0.9318461771066107,1028,0.9130331061911237,0.9014752393267147,0.8318359172722234,1,3,15.951259622173477,0
IBM,James Johnson,AI & Deep Learning,2023-10-23,2028-03-11,8e78d60d44ab18e1bce96259f7a63e4f33cf2d364f80607b5615c7ab1fb3f102,0.987345159824261,800,0.8263113659849243,0.8714268053936356,0.8782366092006066,1,7,35.297962146854275,0
Johns Hopkins University,Christopher Martinez,Quantum Computing Basics,2020-07-29,2023-12-21,b5ff276a5704b1851034a68b567350f6ab6e59336a5d92a7b07b460f27971d3f,0.8400551629947102,1981,0.9156213583900236,0.9403300096861246,0.9326956371163918,1,7,4.538056031090307,0
Cambridge University,Yuki Davis,Machine Learning Fundamentals,2025-03-12,2026-06-05,ef3be2b65919d0ccba4499fc3a14b3ad9a2e2380d161681e9554397950ab654b,0.7278480834218591,294,0.9395102817818085,0.9233990684808109,0.9241297561752059,1,7,93.94169803706416,0
TU Munich,Joseph Dubois,Machine Learning Fundamentals,2020-09-06,2023-05-17,ba5bf7b7982edfb02c32cb2a94946af9795c7e08dc9a4df42dadd270afadbec0,0.9111437928893441,1942,0.894692824408239,0.9485781380714439,,1,10,5.785650109942305,0
Coursera,Priya Mueller,Mobile App Development,2021-11-26,2025-10-27,a0abd808f06c76fa3bb797ca184625e7c9eaeede39df5a1a4f69b34f430db919,0.7097347359335441,1496,0.8692837879131478,0.9357058916460751,0.9122960891586998,1,7,30.643831887144067,0
CompTIA,Sarah White,Project Management Professional,2023-11-24,2026-08-01,31efd7cb0eb2a3ff234449bd7596f6bf9c733543b7fa0ed698d24572f2f97cfd,0.8440583939147537,768,0.9946405743925163,0.8726927387027814,0.80302841761796,1,5,13.74397028111673,0
IIT Delhi,James White,Natural Language Processing,2022-03-05,2024-03-25,7d95b31b807ec39ef819820b55b6af0d2e356f5c010472637e98bd600d8fdd83,0.7094721767351572,1397,,0.8899036219519806,0.8358413562219169,1,5,19.62290280118408,0
IBM,Mary Kumar,UI/UX Design,2023-06-30,2027-10-18,adc63ff08c47ef7a101f967605fcfb5414f37827c067453eefc788d0e7b6e5f2,0.7753597126859807,915,0.9036252793552619,0.9354073722576256,0.8754540026969453,1,6,14.755266221180763,0
Coursera,Pierre Harris,Business Analytics,2020-08-15,2024-08-27,5ec94821072badd549e65dfa65aac5ac36d9250c3081b9ba5894a42314b75f60,0.8861102257039734,1964,0.6631617657681639,0.8071882034627762,0.9864498901902005,1,10,10.751399276897095,0
Google,Sophie Anderson,Quantum Computing Basics,2023-03-06,2026-04-02,ef047201441b8a0766e0a7355d58d258b442a96e8b6dd2ca0dad1faeabfd26dd,0.7224111948592641,1031,0.7938512739964843,0.9342990083094143,0.9518918106713177,1,6,21.16290665741336,0
University of Toronto,Linda Taylor,AI & Deep Learning,2023-04-08,2026-07-28,9ecd63fa9b6b3d3ff0219ba2fe4961a4526fa0fb1dd879ca0008c6fba9fe2846,0.8548509135547732,998,0.8062756167554829,0.9752452075949007,0.9219742689139178,1,11,29.233202111197432,0
Cisco,Wei Santos,Big Data Analytics,2021-01-22,2022-08-09,4c71f319813fa920dab1a8ce6adb4bea5afd3360452c590aac75e03574ec52c8,0.8099494994608962,1804,0.9310011492414727,0.903335457940572,0.9814951875398324,1,3,92.50044489873584,0
University of Toronto,Priya Mueller,Cybersecurity Analyst,2025-04-18,2028-08-28,1559649348f18a12ffa3c03d34d916b27422f1206bdb16712ec7f51b1603a06c,0.8739623521322669,257,0.8876248873385659,0.9171985999345235,0.7754274090753744,1,4,41.041334587950665,0
ETH Zurich,Joseph Martinez,AI & Deep Learning,2024-04-05,2026-11-11,7a84ffae636ab7db9fa8f2f3f9c9774d18becd8c2ed87e03e1c7963c7f166b57,0.7234171245496609,635,0.7623857946936747,1.0,0.9070623718519433,1,5,16.911666473675965,0
DiplomaMill Online,Yuki Hassan,AI & Deep Learning,2026-08-22,2027-10-26,8b57bf252a31e4dcc60447f9a2b94f476089be3104b184264d6ca450439ae9ec,0.1392,-234,0.5022,0.7602,0.1298,0,1,20.38,1
TU Munich,Jennifer Davis,Database Administration,2021-08-17,2025-04-09,e99c191cc840b73c506a0d10c1ad9c822b1d52534d6deec234ff4e2d47da09ce,0.754824521037814,1597,0.6118476275114936,0.9518049418811484,,1,4,136.8165294341438,0
ETH Zurich,Sophie Chen,Blockchain Development,2020-12-22,2025-11-08,d15d979a46bd1fc78e4b0c9efdd8668701b346774b4bd3477a3a0601de19700e,0.723445019378507,1835,0.9637440738638198,0.916124062848526,0.7209475220718674,1,4,30.159762216675233,0
Columbia University,Wei Dubois,Network Engineering,2025-01-06,2027-07-25,8ef192f49f0affd50d32c65ada03af765433954ad42422c747e97e9b0a6d84e7,0.7945064762166268,359,0.8769457345672232,0.8994574372843994,0.5630488316794612,1,9,3.990490126878677,0
ETH Zurich,Patricia Johnson,Cloud Architecture,2021-07-31,2022-09-28,a9bb69f2aa0b9ee578ffceb9cdb7f935a08597d9384100673e63d80082a1bed2,0.8289521855562715,1614,0.8737329542583808,0.9666212641085955,0.8148659949748068,1,7,37.225479878479845,0
AWS,Jessica Brown,Cybersecurity Analyst,2022-12-16,2026-07-22,57cee28f,0.5352,1111,0.525,0.5405,0.1498,0,0,117.38,1
edX,John Mueller,Computer Vision,2025-04-19,2028-12-16,1da1873feed3d4a490b336a13851594b223d0382de9c49e5ca5ce773703e6a84,0.7598169128906649,256,0.8756900184269971,0.8921294329854886,0.9796886162547324,1,6,36.15402678611926,0
NUS Singapore,William Brown,Agile Methodology,2020-04-08,2023-03-08,3e63ad9afc858cbe3dbf3edc160cc4a70ff6b931af29687def3998e54d01e20b,0.7405811388298809,2093,0.9135256001830392,0.9310276017473496,0.8901166085433433,1,3,5.260674267382655,0
Coursera,Richard Jackson,Blockchain Development,2020-10-17,2022-05-09,0d88398373fdefdb7a437e67393fe25046d8745b628fd3d2cbb0b4dab6890d9c,0.9740326382306416,1901,0.9440732550543872,1.0,0.7705435507275524,0,6,24.414560905667756,0
ETH Zurich,Thomas Tanaka,UI/UX Design,2021-10-29,2024-10-20,c49378364758657b9f8f8cf5797ae6a5dcb53dff9172020c4f8393f06725501e,0.9598197886462942,1524,0.6097857853347627,0.9437543409337279,0.7541890061565432,0,5,4.052369085739125,0
InstaDegree Corp,Robert Tanaka,IoT Development,2022-01-20,2026-08-07,0704479bfb75510120873fc07901032b8657143785446b3d3512982f5e5f17cb,0.1818,1441,0.2682,0.6844,0.1353,0,0,4.98,1
Microsoft,Fatima Kim,UI/UX Design,2025-04-17,2028-07-15,32075ce5887576e89a5604d0ec86f659963a587c22d3615b3d4b10b996f907be,0.817924401180694,258,0.8420639102128362,0.9210458456308971,0.6948671297130081,1,5,6.858910017198852,0
MIT,Elizabeth Rossi,Business Analytics,2022-07-04,2026-07-29,e4c254a9f563dd3baa6233b79b2884fd9d6f7cb5da52d8cfb2493ce20c8db95a,0.8484204830711454,1276,0.8028540708206091,0.8785989350096812,0.9529787529816299,1,9,79.33142552792482,0
University of Toronto,Barbara Jones,AI & Deep Learning,2020-04-20,2021-07-09,5c2891e4be710ce69787a8bc353362864d638a48bb7c258203b06032b2570f21,0.7582289291702164,2081,0.6812832757578099,0.8989102044111066,0.9104472574326374,1,6,58.51569293913067,0
University of Toronto,Jessica Taylor,Agile Methodology,2020-07-24,2022-04-26,3b6878bf18f8b4a2a646eb2cd47ac4a9f53d2247b497a7bc3133c7964594c60b,0.5008997448373107,1986,,1.0,0.9583349117335394,1,7,101.54453233428961,0
MIT,James Tanaka,Digital Marketing,2020-05-21,2025-04-01,8644fddeb4d4f770863bfe9dd1305386c6fe9b9f279a965d6bb6e7226795f2c6,0.5811464618410896,2050,0.7734048418585865,0.8032318355841007,0.7753995297213536,1,8,61.95222143581703,0
Salesforce,Barbara Santos,Agile Methodology,2022-09-25,2026-12-03,46564c80ead86e3e3dad4e1ce59db197fb6b57c4bc2ac7bb1c7fbdd510c057a2,0.5968006260495085,1193,0.7801782387368398,0.9224360076099307,0.6698296534081966,1,7,24.634852990286316,0
Google,John Hassan,Agile Methodology,2022-06-06,2025-03-23,88d4c985496b09190f46ca039d668bda65370653b4458f5823cde612677ecaa0,0.9464088518432691,1304,0.8649006951144709,0.938088330132334,0.870466680173971,1,6,47.32576842571375,0
TU Munich,Yuki Johnson,DevOps Engineering,2023-12-10,2025-12-28,391adc468483ddb50ea728b5545fc993c5b1c41d13fb01c35917613a5d5b9b65,0.9354886079028152,752,0.9059013066069268,0.9212921214155604,0.8011130632312312,1,8,25.493362984656496,0
Udemy,Michael Rossi,Project Management Professional,2023-10-05,2026-06-13,6ada20726162ebdb3bf2f60b9115e74fe286e2ea443a5f340638c3d921c2dc8b,0.6936999042954729,818,0.9264572226769078,0.9475738909669711,0.83118508616887,1,5,47.415088487058796,0
DiplomaMill Online,Thomas Anderson,Cloud Architecture,2020-09-24,2025-09-16,36ef0768447c99354a89e69dcdb6ba1c4f6876cdef48f580a9c68da96c109174,0.1553,1924,0.2512,0.8081,0.0953,0,0,38.18,1
Coursera,David Santos,Data Science Professional,2021-12-15,2025-11-26,e7d105cad3c6700a850a1e6b8884fa0ded4498219b377b50092b01c4b46ef4a9,0.6091665588376515,1477,0.878141870359895,0.9060673377754184,0.9977108368320805,1,10,3.6289966622066334,0
NUS Singapore,Linda Dubois,Computer Vision,2020-04-21,2025-04-16,4ab4a57fc6b1d8597698da9ba163b768262f490f577db5a886580e82aa7d1551,0.9396882227179398,2080,0.897781319557192,0.9643985954751374,0.7106613031690506,1,2,23.240739931572215,0
Salesforce,Mohammed Brown,Cybersecurity Analyst,2025-03-29,2027-06-04,483db378b5d73169fab9b99fd79a7899270aa457a0c6ebbaf6a1db5d0cedc9d8,0.823596568359225,277,0.7708950682952428,0.928324952922973,0.8806642064168121,1,6,48.56367306698593,0
edX,Linda Jones,AI & Deep Learning,2025-11-26,2027-01-07,2eb8083908b728f7c53f3ea0ee50e157e6705c4c9b21f96372ede006fdbc1d1a,0.9447054346725302,35,0.8506737152113081,0.9026066395572597,0.8866449262007159,1,4,0.24736944142717737,0
edX,Thomas Williams,Cloud Architecture,2022-08-27,2026-06-03,c9bc1306b944b7a0d42bbd5622a4ae5c05f6caf9fb003a6ebd9a9ab6d3fddb81,0.6680593288755028,1222,0.9663504347834705,0.895016755789493,,1,7,9.78231857806109,0
Coursera,Barbara White,IoT Development,2025-03-04,2029-07-13,f9064e84acb3491dfb86574eced87f71d5d5da5c82b2b29659ab751295b9793a,0.779072416355853,302,0.6733317660734047,0.9386654201780786,0.9732487923006706,1,9,12.665330464042018,0
TU Munich,Yuki Rodriguez,Data Engineering,2020-06-25,2023-02-15,210347360def1f463f836d07b2ae286ab03c9998997db9e4ef8ca8df6bc65467,0.9002752002772206,2015,0.8801915669487403,0.9420629274513018,0.9423422944553744,1,7,8.336177066808053,0
Udemy,Jessica Miller,Computer Vision,2022-03-30,2026-08-21,1eebc2df63b7f997bec91f3a6364827c4c35b3bcca6656aff56b71234c22bed1,0.8345489599750195,1372,0.9894363930183827,0.9467277732516376,0.7466780676116993,1,3,34.12903707817352,0
University of Oxford,William Santos,Database Administration,2022-03-11,2024-03-26,136db854a36dc290487e9b449523ec5999fa3a85b8bd36dc94a4aba2afa20c1c,0.756318913085295,1391,0.8945404336779568,0.9640403426742111,0.7751369934441515,0,1,127.35367643093826,0
Cambridge University,James Rodriguez,AI & Deep Learning,2022-10-14,2024-05-28,2baaee399ac8a9bba47f415bccb2e8246992ec90c2ca53ac6483acb6e16d0fef,0.8232310799690762,1174,0.9979686783000536,0.9270998011731324,0.7339646069197702,1,4,23.250694719034296,0
FakeUniversity123,Mary White,Cloud Architecture,2026-01-03,2029-03-03,32f4ce9194473b693b58c29d3427be1cf0718f29420dd0a8e23bcfd06f349785,0.2353,-3,0.4336,0.1098,0.1133,0,1,9.99,1
edX,Barbara Martinez,UI/UX Design,2023-02-15,2027-11-28,b97461f64a1502dffba329d529d7ebcef0ae0e6421fc45dfffeafc14f94c3275,0.7851870835162835,1050,0.9037679322393717,0.7121133061300434,0.9201989692186006,1,5,10.35942466649984,0
MIT,Linda Anderson,Digital Marketing,2023-04-28,2025-02-12,1dfe061452a1d23c0f860e894ebe90f8fcde1a22efe2038beb09d8954b80db15,0.8028818768411067,978,0.5403459034784646,0.921156503924971,0.9676295414398137,1,7,12.533462553869498,0
University of Oxford,Yuki Taylor,Business Analytics,2024-08-09,2028-10-21,09e3fa530bdfe002ebf2b3ca4de3439569f363083368a898a3020d8a9104b476,0.9514709161339847,509,0.7840976872783807,0.878636892402189,0.8928774823700686,1,6,10.678678697340057,0
IBM,Richard Santos,Machine Learning Fundamentals,2025-02-05,2026-06-25,6822ff210ba47627893c2b89b8154c58341f4fd5f409008b53df2e41b7806210,0.7801735804987397,329,0.6852340020566838,0.9418171560410837,0.7909544828734657,1,9,65.42705387479955,0
NUS Singapore,Pierre Hassan,Data Science Professional,2024-06-15,2027-06-23,f02b2d8e9e505d783a96075ff1cb478058d76d77f0935d9698768778310df8cb,0.6489922447707643,564,0.7834611140585083,0.9327386920219792,0.826166154324246,1,4,15.351473412937754,0
TU Munich,Fatima Ali,DevOps Engineering,2025-02-01,2027-04-24,6b669524c18e83d0ddfd8ff80a54178b7cf5bd1ba37b184cc1f64d6e84c31134,0.5309203739959376,333,0.985893578460161,1.0,0.9176357130422478,1,1,103.15738938206117,0
Cisco,Jennifer Johnson,Digital Marketing,2025-11-23,2030-04-02,ac6ecdeacc86bce638a8b3d77a514bac47682e67a1781aa394c4f3f57974a83a,0.8311804261048743,38,0.8930620403613008,0.9035631002728008,0.9059355633403593,1,8,61.206467947690825,0
Yale University,Wei Kumar,Machine Learning Fundamentals,2022-06-04,2024-11-09,ff75a788406c0403583bd010cb03e75db6030a896374b3f7f6c358f610d0db3b,0.9343471956234238,1306,0.8222476332170542,0.9951857024629812,0.9615206836590328,1,8,0.4650363253822571,0
MIT,Karen Jones,Agile Methodology,2021-05-28,2025-01-22,19bc0321d353a5ce69b1fcc899fdb3cddac7351f5ae1efc7c1988e7f4cd64c06,0.9130661352408852,1678,0.6260703371387771,0.8560704084825503,0.9294087195277636,1,12,130.89020175097545,0
TU Munich,Mary Ali,Data Engineering,2020-10-04,2023-06-20,8477e23467842dcaa0e525f2631696a482cd9d075504466d98db80a8dc75a1d4,0.7322425930999283,1914,0.993874120556436,1.0,0.8680074558279169,1,7,14.4577224142207,0
AWS,Arun Dubois,Full Stack Development,2023-06-06,2026-11-08,bd0a8140101f9e3c0dc305834cc4da87cdca5183b878112878441d18240a28b6,0.8849643614297459,939,0.8239530643479474,0.8776047970276718,0.9060344628890994,1,4,41.35638354580089,0
Oracle,Priya Patel,Computer Vision,2021-05-11,2024-10-05,5ef3d024c54cdb0a9a37dad312c123b3e8306b1f655ad542695960f81ce00b1f,0.8679679820471764,1695,0.6494851201737721,0.8894669953178742,0.9682427436106666,1,8,26.113722470594066,0
ETH Zurich,James Garcia,Network Engineering,2020-01-03,2022-01-22,c21be491337d92b32752338e698edd8c43cde98ee6bc68a72d6177eed184a7ff,0.9290487368995465,2189,0.9238213982782922,0.8817173117197437,0.9614888502338452,1,11,16.418809130486405,0
Microsoft,John Davis,Agile Methodology,2024-02-09,2026-01-20,2bff2ec204664cc0bea6635e761dff87165348a7c01c837ac428098e338841ef,0.9501947274252809,691,0.6430244143863927,0.9382915690100798,0.984627940686318,1,5,0.9939517130805378,0
Coursera,Thomas Harris,Agile Methodology,2025-10-19,2029-08-09,2b78f352723380ad4b436517f1507877e1b97dd9a7c21ce4c1039d9c351c2669,0.7834889538889158,73,0.8853952454742123,0.9532505752169674,0.9782682107931489,1,7,12.322024714384636,0
Udemy,Patricia Santos,UI/UX Design,2024-02-23,2025-07-11,3602abf004d8dc9b692d89e7ba4c30b21a083bf63faf90575cd9502329dca3a9,0.8629627680592431,677,0.943506733566793,0.9913740646311209,0.9661090440533152,1,7,11.732733261427521,0
Columbia University,William Williams,Project Management Professional,2025-05-28,2030-05-18,496c23206cce552a75be6ef1607f5009e2dc465e69303339c2449296e9108926,0.4395394909313681,217,0.5235779046383044,0.8948185654765778,0.8608743705610424,1,7,62.26603136737496,0
Columbia University,Joseph Mueller,Digital Marketing,2022-09-14,2026-05-22,b3beaa94354c09763564a45bf436fcb4a45a7a68d89c7e76b18fe2d4f144562a,0.8223472689149104,1204,0.7964823968291506,0.9792824196828512,0.6826392595336895,1,6,3.181224421250507,0
Microsoft,Jennifer White,Natural Language Processing,2022-10-12,2025-10-01,d612bd071cb858c2d7c7439fd7b7eefae30be58a78a09a6c3c367d681be4e39e,0.9000137015711106,1176,0.6303542520790977,0.9535630545268112,0.7853149571602444,1,10,26.264045911369287,0
IIT Delhi,Mary Harris,Blockchain Development,2021-04-09,2024-12-27,456e956938f9213661e7abba5030d23c65779841fe921bb41bff162be2af90db,0.6036834908949802,1727,0.9496445266756038,0.9383315549351641,0.8931214623265388,1,5,7.152128900753632,0
University of Oxford,Wei Jackson,Business Analytics,2024-09-18,2028-11-05,f8ac7aea8d7c850311bd7f4b769dac422e9924e845515257b790567cf3fecfee,0.8869079441496892,469,0.8294293981559202,0.9946930049723313,0.7526160437874758,1,6,10.945508837074032,0
IIT Delhi,Patricia Dubois,Network Engineering,2021-09-16,2024-02-04,dc274d94a807ab0dbe04ba8ad50f6960a5777f0b8831db06872dd8512dbb707a,0.7053185817935534,1567,0.6812328440190608,0.9476049657503417,0.9308353263980387,1,7,124.31255368561624,0
University of Toronto,Sarah Williams,AI & Deep Learning,2022-02-09,2027-01-13,f5a96e4057542fa178ed22e1381017920d19bdf4f719124526cea156ac925f0f,0.8249894541525858,1421,0.7228280278268018,0.9745742475779241,0.9563621249104738,0,8,10.655891821774413,0
Adobe,Joseph Garcia,Digital Marketing,2020-10-04,2022-05-14,5143b498bea95e6d38656bcfe19eab08bd33c010ac837873009d6ec2af38c71a,0.9296585368145788,1914,0.9335973652550437,0.8944614762272554,0.9867240249717426,1,5,45.45628734620598,0
Johns Hopkins University,Priya Kim,Blockchain Development,2024-03-22,2028-11-12,9d2ebb64bd956d0627aca827c539fef3d2f8403839686cf6d0d090189490d769,0.8086472672676874,649,0.810500472747777,1.0,0.9026176776255821,1,6,17.509055037623654,0
University of Toronto,Yuki Patel,DevOps Engineering,2021-05-02,2025-11-12,22dcef8575cacb0298ddc9fb210973e19479ae668dfa2bd860e8dad83c9682e2,0.4422010434786714,1704,0.895740680226041,0.9149607382946299,0.8463037994843099,1,4,11.230084285019005,0
Google,Barbara Johnson,Network Engineering,2022-10-02,2027-02-18,6b485041c4dd4afc0012fcf74b2bd7791f8619d96490e247ec6420b4ad1ebd75,0.0759,1186,0.0813,0.4387,0.421,1,1,104.61,1
Google,Carlos Thomas,Business Analytics,2022-10-30,2025-01-21,bd348d3ff166c2b9dc9c3a59f804e730d7b3a52c6cd6ed469c5b850cc2db0a64,0.6836629447184221,1158,0.666623398880778,,0.9202525699249471,1,10,46.10186434339614,0
Coursera,Michael Taylor,Mobile App Development,2024-03-07,2028-04-01,d338d24307ec5c208cc3d412806b7e5d2523aa7d0bfd3870c18291d391ffcb1a,0.9196030211036189,664,0.6735796390262307,0.8896354456143951,0.8849898068807457,1,7,29.347641813116276,0
MIT,Robert Chen,Natural Language Processing,2024-09-03,2027-08-10,b3e17041675215b909f4034325013101d14cacec5f99f542f7cd274d675c4c17,0.7372626361091507,484,0.879639010950263,0.9166535057943116,0.8403788733976977,1,5,23.794171643661095,0
Udemy,Susan Garcia,Data Science Professional,2025-05-17,2028-02-07,a6001be76ca03a5f1e1c6ad2e16bbda42d3138860e1e5eeda28dd4c3c20ad9b2,0.862902819110717,228,0.9949350840323883,1.0,0.9725408552887346,1,3,37.25932975225564,0
University of Toronto,Ana Brown,AI & Deep Learning,2021-02-07,2022-06-19,357ed99efc7150c9769fe8f8dd6831c08ae5803f7484da290b462ccbfbb69a35,0.5915595557461828,1788,0.6487639291671374,0.9055437851607749,0.9749329555802351,1,4,29.791837270478943,0
Johns Hopkins University,Michael Anderson,DevOps Engineering,2020-07-31,2021-11-18,e92814380767aeb27666d2c1161feedfd02a92fed1df55a01f7175f684ea7539,0.7423271657733186,1979,0.8860186802490627,0.9388022445830683,0.9732208656496052,1,5,8.579468863249406,0
Stanford University,Elizabeth Rodriguez,Cloud Architecture,2023-09-25,2025-03-12,a4b61cdb2ce46f5182dcf661d675c217027a3b03c318a7a28c1cb84201d96b3a,0.758582365829695,828,0.6596688556853296,0.899180395508308,0.8578733968544842,1,7,67.63073029632335,0
MIT,Pierre Jones,Big Data Analytics,2021-09-25,2023-11-27,5cd63c6a105d1c3fabfc17dc9ba293be269c72dc8ec433b8cb44164ae75c5b95,0.9066416058615346,1558,0.7480727059926455,0.952678624907081,0.980450513432071,1,8,15.663613279018346,0
Coursera,Carlos Jackson,Mobile App Development,2023-06-07,2027-10-04,5d87a455dcda8c2f49ab513f14c961fa9f4530721098dc8dcbf887d3498837cb,0.9228467785950084,938,0.4691576991224113,0.9881661313683991,0.977787540665675,1,5,112.00616318939652,0
Stanford University,Karen Kumar,Data Engineering,2021-01-10,2023-10-01,685999fa6fe8f964bc76d40e7c2b40f6933b0453bb9e20ba89a83b5a15ae2788,0.695645607677773,1816,0.6359058939379151,0.9690678867864218,0.8088418889485609,1,9,3.547608442729265,0
Harvard University,Karen Patel,Robotics Engineering,2025-02-02,2027-11-19,4d19c669b62d2bff2dbc7f5c6fc1d3e6e7dfe4ca0e7eb9851a20f2954af5fdcc,0.7994636854070887,332,0.7010909606732969,0.9218893338098478,0.8643124756139975,1,4,41.45803357569831,0
InstaDegree Corp,Linda Brown,Database Administration,2026-05-27,2030-12-04,46ecde6b63467f3924fc065d98ac016b873e835f85a834ff9fede04d6c22c978,0.1226,-147,0.4278,0.6171,0.3298,1,1,111.73,1
University of Oxford,Richard Hassan,Big Data Analytics,2025-07-24,2029-05-12,45a91dd9363b193466aff1d6afe7be67bdee461d6a345ed931c46d5e4b78288f,0.0314,160,0.2098,0.7757,0.5,1,0,143.23,1
AWS,Priya Mueller,Data Engineering,2020-07-06,2024-04-09,bd6797569c7b5cc35c2f5043411f7a037c1a508c66ceeb83104d2998b6a0a267,0.665688103906358,2004,0.8441615727927866,0.8972923432761832,0.6796861102800108,1,7,38.39633673933603,0
PMI,Thomas Thomas,DevOps Engineering,2022-04-29,2023-12-29,4225b845b5a3a9683afb6a7cad273bfa4f8a0d485fc882eeabd27d733b574dc4,0.7860393672398623,1342,0.8374321877507019,0.864523202717788,0.7223352774617796,1,6,6.064609447893613,0
edX,Wei Santos,Blockchain Development,2024-03-18,2025-04-25,67d1fe69b7f7153a89ab9eb8e7e9ce7ec33e2ffeeaa6537e5593142b945241c8,0.8162948574105241,653,0.8315737544087549,0.8818772197612537,0.896581376685529,1,4,26.77838398445104,0
CompTIA,Karen Mueller,Database Administration,2022-08-19,2024-04-23,55e7e4f8cfe8f8649e2639066514933daa696685948a24ce6f6bbf52316cb667,0.9725690291353561,1230,0.8091356307920325,0.8179424527169797,0.9316961327507466,1,4,2.773235578177643,0
ETH Zurich,Richard Martin,Machine Learning Fundamentals,2021-11-08,2023-12-13,a3e1dcd90376f62d767fc021d2d5b50553949aa0adbc6259a3b44d869a5ba6d8,0.9485435458410207,1514,0.9131840524817767,0.9360379438210018,,1,5,5.829276272826098,0
Columbia University,Karen Kim,Database Administration,2022-07-15,2026-10-30,4ad262f5ab2f10ae52fbc20f3fd028b0c1b67020ce95da5ccf99ad531394be4d,0.9395753740642929,1265,0.8221272105290316,0.9700135625485499,0.726136202484355,1,8,46.925091483576736,0
AWS,Michael White,Quantum Computing Basics,2022-01-02,2025-12-03,3121c5130c992f8d5d6684a47d0f607779aa6f804f01d20db1dbebeefc223ab7,0.8652801076370438,1459,0.9394838720625937,1.0,0.7200129475583357,1,6,5.535903068867908,0
IIT Delhi,Richard Ali,Full Stack Development,2022-04-01,2024-10-21,ed53662151430ec337001d03f12462e89ffe151241faab60393ab65e436f34bf,0.9783651834726969,1370,0.8591401193287406,0.9699189428452504,0.8497237919458823,1,6,0.39965239031213273,0
Coursera,Michael Mueller,Project Management Professional,2025-04-18,2029-11-17,1c681aff5d9eab08ba8f90fbb5f7199d92cffac2578522af319ae87fbe0b695a,0.6065647915293747,257,0.7730342577270959,0.8557717274960968,0.881848143255985,1,5,20.120359073196763,0
Google,David Jackson,Software Testing,2025-10-18,2027-01-18,80bf7a9057750bb44b538de7ed4f32401e97c9925da6a13d092f04f462c99d52,0.9833346972970748,74,0.6655124433353865,0.9012021158382151,0.7939689723355632,1,7,9.277556637515055,0
ETH Zurich,Patricia Rodriguez,Agile Methodology,2020-05-30,2021-10-10,1ee79efaea3dee5cfd1747b8ce10d3275314e6face23835881c054e41f90b4db,0.6877148436452905,2041,0.7714531468005268,0.8741164567823031,0.9156135860368592,1,2,73.20138579550287,0
Stanford University,Arun Tanaka,UI/UX Design,2025-08-31,2028-11-18,995eaafb9496622a89e169d6595ccdaf76f63846a0b5c833646173b5371bcf68,0.9095132658311685,122,0.8447700650594566,0.8902157154162642,0.704520262158501,1,5,54.55635991373425,0
Google,Jennifer Johnson,Software Testing,2020-11-27,2022-10-09,32683723db6a1a99db317af529b900c44cab4b44969205028efbefc009f436bd,0.7983285011521809,1860,0.9650258641965404,0.880568389015601,0.8724410355243141,1,6,21.96621902829962,0
AWS,Arun Anderson,Full Stack Development,2020-04-27,2024-07-10,e04f2bbc4bb93c478393fd339fc0483a42330c3331a4099c70d5f22c04e0dd54,0.1546,2074,0.2768,0.7848,0.1547,0,0,8.45,1
Harvard University,Pierre Martin,Full Stack Development,2025-10-17,2027-10-06,d574d0402f9b438100b066626672a447cee3bdc1a60b64bb94b88e547e714a9c,0.6303777940957058,75,0.963404878662224,0.9675755034541762,0.9361693829499916,1,3,16.44228462341412,0
Harvard University,Barbara Martin,Database Administration,2024-04-27,2028-01-04,a0e5106154082f4e95692c7f7db04f1291ad1b04d4b2af2f9cb9b431071cba48,0.5748602411941299,613,0.8781924616743987,0.8863609739437373,0.9292830969158137,1,9,73.96660203950755,0
edX,Linda Brown,UI/UX Design,2024-01-15,2027-04-24,c4c270c05e7f04f6cc98dc99685c527b431d91d76aba03449a0ad5441e9563e3,0.7856088572204954,716,0.921233648699919,0.8593901443232268,0.8787199774897008,1,7,69.45841140290769,0
Adobe,Susan Miller,Digital Marketing,2022-04-07,2025-10-18,3efbe207442235da1f8407f661826bd188018b637f7ebd8186f4fd20f604f3f1,0.7537306304281065,1364,0.9109631254665149,0.9157127145578263,0.9440588701590026,1,3,73.3223561748566,0
University of Oxford,Mary Tanaka,Business Analytics,2021-12-06,2026-11-20,99747c63dc10db1dc19aaa590e0b02ef67adb494eecd26fdb7221cd98a64623e,0.9169006207505188,1486,0.8756596365600753,0.9746973786316334,0.7596834356356943,1,7,17.258566684397493,0
Johns Hopkins University,Sarah Garcia,Blockchain Development,2021-08-12,2022-02-03,6a4dce5c7b235a6892a894d0b21b76eeafd508277587b5b1ad778fd94013a736,0.1119,1602,0.1052,0.6801,0.1838,1,2,62.7,1
University of Oxford,Mary Johnson,Network Engineering,2024-04-22,2027-06-13,b1c615af418396e4bec9c7370abc5992a32b60ee35941876cbd497b7ce11e137,0.9056491543353864,618,0.8912371022176432,0.9069685325107166,0.8634800788322823,1,5,54.91180078713502,0
IIT Delhi,Elizabeth Johnson,Natural Language Processing,2025-10-07,2028-08-16,22095716136601b9ab97889b24c84f0cc267b8a78512dee075e625fcfb807be1,0.7442911059464229,85,0.8074082429687022,0.899746510464774,0.9599728284673811,1,4,29.191723355635027,0
Adobe,John White,Natural Language Processing,2025-01-18,2028-05-25,8f23b27339df9c9172e96ec14b25c8808471789b0b69f9b6267bfedfd68933f7,0.9497879976144546,347,0.8485854463655351,0.8547777592406854,0.6834440385762808,1,7,26.568939574312996,0
Cisco,Christopher Miller,Machine Learning Fundamentals,2024-04-05,2025-12-18,e19d08e5689909d650789c5d714d74bbade3ad39993e12508ad3ec907e5a4413,0.8582417697972707,635,0.8752872883769225,0.9490432805009639,0.9516630840017359,1,7,54.262006832771064,0
ETH Zurich,Linda Kumar,Software Testing,2023-04-28,2025-05-25,d731e0f66f00b824ee7ccdacf9be3cb6b1749c9cf287434c1f7ab900da00908c,0.9840923679213283,978,0.9338978913093535,0.9956963691009274,0.8744946359103019,1,5,35.89151477272245,0
Stanford University,Elizabeth Harris,Digital Marketing,2022-04-09,2023-11-22,6af0e5506f331f1fd47b25445c1b2c0c6db421dd73a63c0698315aed880db8a8,0.97250577092872,1362,0.8054383423999159,0.9552148209280669,0.9782656006068295,1,6,72.19396188844993,0
edX,Elizabeth Patel,UI/UX Design,2021-01-18,2022-06-17,2b0c79e3b382d8de755f752032de48a516c4e7ed0894a3294b120647340c9f49,0.8730097426466886,1808,0.8436122817138273,0.9459952507771765,0.9733555141490988,1,6,18.902906887918107,0
PMI,Jessica White,Data Science Professional,2024-10-06,2026-01-05,bc0cd88abfb59c18dc79d1a0d1d1bb6e6a1581d0a3008c2ebf58e64e29a40f0c,0.76925609954784,451,0.8022351944382028,1.0,0.7209350202168429,1,8,64.9254327311517,0
Johns Hopkins University,Arun Williams,Blockchain Development,2023-01-05,2024-09-08,f57117161733d3a16c32dd50b155c85abce8cf2a4ae7e50c2d86a48388cbe16c,0.7758496087094411,1091,0.6305064291001183,0.8514088086412076,0.9942760493422509,1,7,26.47649569318654,0
PMI,David Miller,IoT Development,2024-01-18,2028-05-17,f50a4bc20679b6ee98cf372c3f3aee68f0ffb69e98735cb98471bd3cda088572,0.7462722003049315,713,0.7963137231505982,0.9555245835227154,0.9085210575780612,1,7,4.139926244135931,0
NUS Singapore,Richard Martin,Big Data Analytics,2020-12-27,2022-05-05,daa54b5344fa4f404239cce756111e4623e744cbd9287b76faf1a81186a84e9d,0.8466534572117805,1830,0.8280755290648124,0.9017869093615338,0.8234458781793799,1,8,69.46566733752066,0
NUS Singapore,Mary Johnson,Big Data Analytics,2020-03-30,2023-04-17,ea444da60cc735e679044c4eca0424881c3433c43ab5359bc1cb194c9241e2a1,0.7460305031435519,2102,0.8888428540080197,0.8909175860273032,0.9319577972028161,1,7,53.78659165043069,0
Harvard University,Joseph Garcia,Data Science Professional,2021-10-03,2023-11-20,0ece43856eafa5badccdf18d8814f335d00599e6d03b7740680b6f551ae250e0,0.8690064925473426,1550,0.8933136159711641,0.8522054771442908,0.930128627529075,1,5,17.824890382626474,0
Coursera,James Kumar,UI/UX Design,2022-08-17,2027-05-10,6d26886d3155de7aa871421485bb5f77175a94e618cae8638eb21a700febbeeb,0.8238334347937072,1232,0.6654087415630632,0.9164737614211719,0.8174919377619252,1,8,50.21213644636383,0
Adobe,Richard Rossi,Network Engineering,2025-09-25,2029-05-30,5af814c00be6e2e248a41ba35b8e94b63f436d8adcd1a4e201bc4357bb075441,0.6432793362234135,97,0.5348971269679325,0.8995582992075981,0.9443761242675932,1,2,89.96628048128382,0
TU Munich,John Garcia,Big Data Analytics,2021-03-24,2023-12-18,f104e75aa0f53b45d77a3d41ff481188ec2116fc76632a22140d39bb3eb74d86,0.9666819295712856,1743,0.8976199459457813,0.9324192552252394,0.879872091639889,0,5,3.898784650581329,0
Coursera,Linda Johnson,Agile Methodology,2023-01-16,2024-01-20,d03532784fbf8718d89d848256e7ee462f0ac5f69828a83e96bef3836796e908,0.8870975160573659,1080,0.6144380399283276,0.9977443061754944,0.9480198466306288,1,3,11.621066860476738,0
Columbia University,Jessica Harris,AI & Deep Learning,2023-06-02,2025-12-16,07465198c407493b6189f1dc1167616b4c9f8aaeb91c9fa9808463e7a9daed89,0.2454,943,0.3285,0.2688,0.3237,0,0,169.14,1
Columbia University,Mary Miller,Blockchain Development,2021-11-25,2026-09-26,89b4cd981d4505fcd97afa74705e7ad5f7cd9a2983ade150e56ef05e20424ae6,0.9265300546837216,1497,0.8454717019779118,0.9927214269959654,0.574132796890809,1,3,14.212481256864436,0
IIT Delhi,Barbara Patel,Quantum Computing Basics,2024-12-25,2029-05-07,fe2e54dd1b6ab742924615588cb0b8adc0c66a6d6208cb4b6bcf181d2869199d,0.5494567651540792,371,0.9555767558730317,0.9110362540331576,0.9004297397207771,1,4,55.83524424772426,0
IBM,Priya Martin,Big Data Analytics,2024-03-13,2028-07-10,cd2b9b188d0ae355f99f49c1deecd693f8eeb797ec714498fe84668790361911,0.7031847764351187,658,0.6723484071171857,0.983281824948512,0.8641656055301781,1,7,11.408586398894325,0
Salesforce,Joseph Smith,Big Data Analytics,2022-05-26,2023-07-22,d579d5c9a3e7b91e19fe9980291804b7a43a4d8fcebd440060fac8418ce9e19a,0.8107746617210153,1315,0.8573674607618181,0.9084624835562997,0.9689106828415646,1,9,17.44752497076262,0
Salesforce,Linda Rossi,Computer Vision,2021-09-15,2024-10-21,c26058d167f0d2be98e453b5abdd0c368903b2ee94c1179e938414e6085f4529,0.8860049106926962,1568,,0.8835275030183006,0.8520131112971139,1,4,11.718632684926135,0
Salesforce,Jennifer Thomas,Quantum Computing Basics,2020-03-22,2023-01-08,ff107b62f8d392c9478d9d1250d5b93a3138691a388d57dd148b6af6cbad87c5,0.7800846204910717,2110,0.9048059847487612,0.8474454319607531,0.8416969514463516,1,3,3.373187586017704,0
Udemy,Mohammed Miller,Computer Vision,2024-12-06,2025-12-31,5c6e71cc9c7de8778e7815b11b97e84e66e58d1101dd1736a4d6a890f52d791f,0.8099477527144009,390,0.8420310040421346,0.9211746938090537,0.878718779831748,1,5,22.111829838770916,0
TU Munich,Thomas Anderson,Cybersecurity Analyst,2025-10-29,2027-10-04,7547bd875aa572b0d9457991cc05eb4cd024fc103b24113814ee9143dd899f88,0.7623624805395031,63,0.9421717665311722,0.8896957359576589,0.8873847402313967,1,3,16.608935256641317,0
NUS Singapore,Sophie Martin,Full Stack Development,2022-08-27,2027-01-03,d1ab7e8946a92847bd1ed13ff1f134eb7188c2151779ac936f480c1dd36d28eb,0.8052936742811269,1222,0.9206298646110554,0.8915395884832806,0.7707548623644329,1,5,35.43718260459793,0
Columbia University,Jennifer Chen,Blockchain Development,2020-02-18,2021-12-29,e4d8dcd109cc47437df07b6f326b81b45e5f1f51e105b75c9ce1e4b6f451dd85,0.5660774775904411,2143,0.945451074209407,0.9860008439951993,0.92491231363995,1,5,17.794304147667898,0
Udemy,Richard Wang,Data Science Professional,2024-09-19,2028-10-29,375174121779d3d357434a9d1299620ed4a877dd6f6a0c52df3e7bc38bf22692,0.7112317207308576,468,0.5751857926706715,0.9859318813240491,0.9601966407650926,1,3,14.427546713081755,0
Coursera,Arun Martin,Cybersecurity Analyst,2020-12-11,2021-03-14,c6f9907b797875bb7ca15238174e9fc1c5ee030e6ad658b6690b085c17f69f50,0.0766,1846,0.3769,0.6675,0.4899,0,3,46.05,1
Cisco,James Kumar,Network Engineering,2025-04-19,2029-11-16,2bf098f44fa9fb0755255c1840bf959d162b0361a6048617279ff82d0ba59ea7,0.5483572781725837,256,,0.878187533484368,0.9826823470681881,1,6,27.459534899254734,0
University of Toronto,Joseph Rossi,Mobile App Development,2025-11-06,2027-04-23,927ee8cb3a4d9115d9d6181fb02aae579ede9929afe835f97c8bb6bfbc008819,0.7996261003762546,55,0.8991681513497304,0.9515798031558858,0.8407243860894735,1,5,43.89918086406652,0
Johns Hopkins University,Sophie Smith,Blockchain Development,2021-01-05,2024-05-03,ffaeeda8008affe507d356c358a3d06a5cd87ac1bd423827381b758d32fd7262,0.5493585559531141,1821,0.9547812817483132,0.9364544113772607,0.9248915640661811,1,8,21.8886083946752,0
TU Munich,Joseph Martin,Robotics Engineering,2024-02-20,2028-10-26,ac296c4e328255d9e407d46f1b6059610a9ad2cff5f506b5894dfd4f3927b63b,0.7620350334198206,680,0.8141194038318378,0.9100198195288395,0.8802323216583079,1,5,45.30268102382271,0
University of Oxford,Thomas Martin,Agile Methodology,2022-04-17,2025-03-22,edcab50d73fcf7607d3010840e8de858eb061e14a88c9641230e0abd042cbfc1,0.46028190095825566,1354,0.8293162519943069,0.8887029125845227,0.9460947844889335,1,7,22.84364319531915,0
TU Munich,Jennifer Wang,AI & Deep Learning,2021-05-08,2025-10-30,c2d5efba39d47c7285b63220e9765ff8072f4501d93e5dc1576b2514f4f91a8f,0.8346174977132705,1698,0.9318563527172092,0.8811029888045366,0.8074894078299226,1,5,12.456003525990262,0
IBM,Yuki Jackson,Full Stack Development,2021-07-14,2022-07-18,fe1f4aaad9e82e596bbe78862234594d5c7a116269ea53663bec1b366af511c3,0.9630323253502363,1631,,1.0,0.987347624517603,1,10,11.584512048500196,0
University of Toronto,Mary Davis,Mobile App Development,2025-06-24,2028-09-10,4b288905addde36b29b02312c6917c5c1457e581a24a681144254cc99e92a2f9,0.41961858824171433,190,0.8593958818073918,1.0,0.6432144960712597,1,3,1.4550692142858341,0
Stanford University,Arun Martin,Mobile App Development,2023-04-02,2026-02-07,374fe2516e2948b2d864aa185d9660c18d0800ff8ad7055cd5c6c4b56a18ea69,0.8841656186422892,1004,0.9961159659569314,0.9510309056562469,0.8782245734664816,1,3,45.12548654687834,0
Johns Hopkins University,Fatima Rossi,Data Science Professional,2021-03-05,2025-03-01,da1d6255f513401f82d7b20c536fc891b7dfccd54fc1b769cc9c3e8287c3ad6e,0.7271049486092379,1762,0.9344846675810156,0.8577893628321313,0.9959536828384509,1,5,17.893527805414642,0
Columbia University,David Thompson,Mobile App Development,2020-03-28,2022-04-07,42e2ae34ef06155bd2a515d75284339622df79dca069ff5a8c6e8a496aa2e598,0.8843182242641806,2104,0.9652066008334341,0.965141322552219,0.8027532725019462,1,8,17.11363706410975,0
Oracle,John Harris,Computer Vision,2023-08-25,2025-09-23,c76e01f775343f2168d35b09571fc84be43b7d344f3353896f07d173b7eea8bf,0.6871393684467924,859,0.7493904707825488,0.890256943285269,0.7097936384738722,1,9,54.658526980647636,0
edX,Linda Johnson,Business Analytics,2025-02-08,2030-01-11,8a1746698ad6bd4c3d742aa8c45495502c06fdea5865cd1d60196163224de981,0.8767757927777642,326,0.9569479301677999,0.9177590176339856,0.7490167541622035,1,6,50.55822881326603,0
Adobe,Carlos Davis,Database Administration,2023-04-29,2025-03-17,f6a54a5ddb0010c13e3b5153fb74ea116d488da0b26c026e7e63768d387232c2,0.6531815757180167,977,0.8952946670583949,0.9814995184219342,0.9250196266254272,1,5,13.603431653342328,0
Cambridge University,Jennifer Garcia,Project Management Professional,2024-02-25,2026-09-12,5fe0f8be04e5ad085ae895f0f7f4a52f71ec4bf6bace1c4b625b763f4e07adc6,0.7954621001636021,675,0.8425605704750538,0.9365495280692957,0.8442037792944291,1,7,51.85999450789485,0
ETH Zurich,Arun Santos,UI/UX Design,2022-07-12,2024-08-30,55db63da68d806faf5259a40477af94b2507cb5e4c09d4dd3c15a361f776d008,0.44951709005866836,1268,0.6388033331567488,0.8481457265321727,0.811122334683661,1,6,29.4721462322263,0
IBM,James Patel,Database Administration,2022-11-07,2024-11-28,b6d6dede306b0a53aed9af8024669edeb51934c2076dd80995315142c78694ff,0.822771465378812,1150,0.9376156757003967,0.8943351864185553,0.6290842972483113,1,7,7.116971075661211,0
Oracle,Jennifer White,Big Data Analytics,2022-05-25,2026-11-24,6afdd3743247f5c11dcb9b69d46c9327d42d989017d5193fb2df61825eb9c102,0.7882075445675644,1316,0.7241553755024891,0.8932574010700817,0.6382017654787501,1,5,21.02853000523307,0
Microsoft,William Dubois,Machine Learning Fundamentals,2023-11-10,2025-01-07,af351adb0f59aa1e0a84cd95ff46e1c956109150461afae7645b1599f7df2d4f,0.5862750864080781,782,0.7401524253596311,0.8912459537233769,0.8611741437532178,1,7,0.5787540710152455,0
Harvard University,Mohammed Rossi,Cybersecurity Analyst,2021-06-04,2025-03-04,ec3948fbef8038362cd05f67785a156282fce661c4b4014fa366fc2795e9a8a4,0.6319914190734067,1671,0.8587015785889717,0.9861273784795306,0.9027776909650198,1,6,55.12013019574321,0
FakeUniversity123,Joseph Tanaka,Machine Learning Fundamentals,2024-03-14,2028-01-29,4b8d6284,0.0461,657,0.6532,0.7264,0.2827,0,0,18.89,1
Yale University,Fatima Mueller,AI & Deep Learning,2024-11-12,2029-09-18,b9822e5f6b69ed66a01340e83c9dfa74611c863a00401188b3a5c54fa9396700,0.5872207071258639,414,0.9321661343106259,0.8994826074407513,0.8002361276827513,1,2,13.39182945726375,0
Columbia University,Joseph Martinez,Blockchain Development,2025-12-15,2028-10-15,dfb678386f9a5956e9a5c13c393459d2d6a839d388c418cb363e901a93610107,0.847120015301671,16,0.6350401054105157,0.8990526125342153,0.7005381050343313,1,7,0.5040443492387104,0
Udemy,Mary Johnson,Computer Vision,2022-01-11,2026-12-18,67c5a09122ed050b2c61454acd07cdfb2e9fe8e6e33747254a1c4695a005e4f8,0.9035563760358974,1450,0.8572699382054846,0.89632118202621,0.8508844530421217,1,8,45.3590807423662,0
Columbia University,Robert White,Cloud Architecture,2024-09-22,2028-10-13,602a831023ce5e17cb29b7280d87ec5deb225f2bd0bbbf06d8aae0a40e131742,0.8011645661819665,465,0.8164320298373665,0.9193681992795858,0.816888109133978,1,6,1.9102215255470865,0
Microsoft,Patricia White,Business Analytics,2025-09-19,2027-02-10,2b0768b1ba989ae2e77178db3f200ea5c80012edc3ed95596f7e619c56d514d9,0.8708093854475244,103,0.8975620430286388,0.8664365869189641,0.9417285077879826,1,14,12.590298704829886,0
AWS,Christopher Rodriguez,Data Science Professional,2021-04-10,2023-04-20,65b6cfc70ae2f6174ceb5625391ca17decffd6abad01d80829bf58b09abcb3c7,0.9274062706345322,1726,0.7937968880809544,0.9382378364818845,0.9428627828314498,1,5,13.687961441226237,0
Johns Hopkins University,Arun Brown,Blockchain Development,2025-10-16,2027-02-19,4aa14fa6a435a3d4ae6113abd35e272ef043d8e236e1d525e7db50e814c11bb5,0.7481737582815159,76,0.6775944751299299,0.9245024954438464,0.5662376996158747,1,3,17.153165526329612,0
Microsoft,William Johnson,Agile Methodology,2020-06-21,2024-08-08,09cf2949f308a664bc148f5bf607e6c3c3e734de5614fa447925a389a4c28b72,0.8061098104388097,2019,0.8726309414106207,0.9063991591263942,0.8924307006030603,1,6,28.38841815820273,0
University of Toronto,Karen Harris,Cloud Architecture,2022-09-20,2026-02-03,8b7813facb21070e262a475f8aa245df677cf36b32071c016eb986f21ccf76ca,0.8390821972116892,1198,0.9379730172877522,0.9323433824324321,0.9225552701092893,1,10,81.61115161979083,0
Johns Hopkins University,Arun Chen,Robotics Engineering,2024-03-01,2027-06-11,f73c77ea4aa373ef2fbb51aada6c3b8c1b4d24be9f95367439d1e4352f065805,0.6142145534125169,670,0.9624245302699198,0.8647874138358899,0.791051682880282,1,6,31.799374873712665,0
Stanford University,William Mueller,Cloud Architecture,2025-07-09,2028-02-27,97251c6e,0.0723,175,,0.5753,0.3293,0,0,44.84,1
AWS,Fatima Rodriguez,Full Stack Development,2024-12-25,2028-01-22,bc5c0dde71f67d4edaaf78510cce0d0da44d411baa44b4936d08552346e7fbf9,0.9294654482070946,371,0.8898124032844877,0.8618521590350631,0.9132296812145603,1,3,48.6688159051514,0
AWS,Christopher Brown,Machine Learning Fundamentals,2024-05-11,2027-01-20,c4fb15fe97f5743930aae544206cc06ae0b6b4fc89f1571f87386b142401f674,0.700889264610617,599,0.7410614351465596,1.0,0.7588170685121706,1,7,9.190851902958524,0
Oracle,Elizabeth Martin,Cybersecurity Analyst,2024-12-12,2029-01-29,b67dae83c125abafa78426da5f04c147d40ca29e70a320a22c2be80f9d04b5c8,0.7523441605596116,384,,0.9306980895365233,0.9188059996792654,1,7,46.31639853319161,0
PMI,Susan Mueller,Network Engineering,2025-10-22,2029-12-19,ca0f18dc42a621edf8c5b3254362dc736e74c0dfb997ee69247c4a9c550bcfc2,0.6685703538298035,70,0.8505337350825196,0.9200429685599605,,1,8,4.896301503195982,0
IIT Delhi,Mary Williams,Natural Language Processing,2025-02-20,2027-05-26,a1606ebf742e215bb5fa54435c8e55a3c02a790fc01329dac9f8c8b150eb3efc,0.8306154197856661,314,0.7503990644515243,0.9249975086921617,0.865116593538644,1,7,14.964188882833968,0
DiplomaMill Online,Yuki Thompson,Data Science Professional,2026-10-28,2028-10-07,72cf3767adfcca9bb4965d1e32e91cbb5a8bed3e78a2b2bffbb0bee3fec3512e,0.1228,-301,0.1718,0.6219,0.2976,0,1,58.62,1
University of Oxford,Wei Mueller,Cybersecurity Analyst,2022-03-08,2025-04-14,8ac6033242d9e4d5faa53a05ed9522e4d829919646e84cc05cbe62bf2e46558a,0.7694765740698292,1394,0.8523234243217314,0.8911832876111944,0.9120345724503927,1,7,90.94783618296478,0
Johns Hopkins University,Karen Jones,Mobile App Development,2020-03-10,2024-09-25,71c88985775062acba62a9bffb6916f98cf1a33a1ba19bafc3705a77fc497d5b,0.8756389715050157,2122,0.97133400319842,0.8712816693160649,0.5764965373034939,1,9,10.952800338701039,0
Cisco,Pierre Patel,Data Engineering,2020-06-22,2022-06-25,27452772b3e5b0e3f6603acdf181d23f3c804bd713746f712e8eee3434d2159e,0.9516684324501448,2018,0.7713492000778314,0.8339698579153153,0.8438481796638145,1,3,29.131070152902105,0
IIT Delhi,Pierre Santos,Data Engineering,2024-11-17,2028-03-14,4dfc81f0e71b1a9401af67d1310355cf0f00c961c6d69a7df8fbe523b3e4d4a9,0.9219277701859068,409,0.8405659939336216,0.9666923955565279,0.9552367095426709,1,8,5.99387758499308,0
ETH Zurich,Mohammed Mueller,Blockchain Development,2020-10-10,2022-08-12,81a7597ccbd976e1969174e0660a69cdd882b2cf65254fff5191653da0403fe4,0.8287878469397535,1908,0.8551523977091773,0.9391281055173973,0.9646691774311176,1,7,1.9723834529518474,0
Google,Linda Martinez,Business Analytics,2023-04-27,2025-03-13,66e1da49835dc1ec8aa2d8137c3cb27c838362878f8f479be7fccae73a9c3316,0.8321628938396853,979,0.9591617778943279,0.9359854879833557,0.974135971010181,0,8,1.935119433203928,0
PMI,Michael Santos,Business Analytics,2023-07-27,2027-10-14,fdca1bf221c430dd74659522ddb8efad78df751ff53c63ebfd3bd6a80bfa04e4,0.7731257095396865,888,0.8636543920393029,0.9566906838759172,0.9765883800006601,1,6,66.05386041715478,0
Coursera,Pierre Tanaka,IoT Development,2023-12-17,2027-05-03,707c7f898f9d232e72ad6a877f65422c22979ec6a1e9758d93e37e59e6d26c6f,0.5174552273849728,745,0.8171948901359949,0.9222414241026816,0.9809982597397716,1,6,34.47933612802288,0
MIT,Ana Jones,Business Analytics,2021-10-21,2026-10-01,1dd8be9885954bcaf39c9222ed2949ea895b09737520af6f0cf82e40b665c5bd,0.8830726630127634,1532,0.8937447987368555,0.8851970130372006,0.859801533921706,1,4,87.84980950769474,0
Adobe,Linda Williams,Database Administration,2025-05-15,2030-02-10,36afa0537e63c2545472e10b736a63b04b1c07895a8ad33fcb38472943a404ec,0.796798851566605,230,0.9140991025064352,0.9149456584693947,0.9251211798649587,1,5,74.94823848984332,0
ETH Zurich,Joseph Jones,Cloud Architecture,2025-10-10,2029-08-10,8a416babc0069cef9b0aafe82caf0a4b5b502560395bb916dcd2d58cfa31fc5f,0.8862727104552259,82,0.9038950774652362,0.9838498679948761,0.8872449422042585,1,7,2.388694920903544,0
Columbia University,Ana Dubois,Cloud Architecture,2020-12-29,2024-12-30,2206c7792924fa4ccbf2d0783a296974ac018bf3d0d2c80636cbf2cc5f124583,0.9341446521362355,1828,0.5842887069601788,0.9542932440434858,0.68459021076827,1,3,16.075087843560286,0
Johns Hopkins University,Carlos Miller,Big Data Analytics,2020-07-01,2022-12-05,c227e3a2395258ef38fa2f9b7758cf827e72a7adda9bd982962111107fcb8b69,0.5137087932566372,2009,0.9285003740666204,0.9356325160412735,0.6437458925983834,1,5,86.95546402161676,0
Salesforce,Michael Dubois,Data Science Professional,2021-02-03,2024-12-09,db83aa2d45bae4b96bd725cefc5f6f69f85e1f5ba54f594b9a1d5ce084f15db3,0.9051351170741334,1792,0.9723074194897289,0.8806262593868069,0.937628900127886,1,7,7.173177162559339,0
University of Oxford,Barbara Jones,Business Analytics,2021-07-20,2023-08-24,29e762eb02fd35d67341e97af995810b1c03102ea896d483353e180976e1e2a5,0.8324304322892753,1625,0.6504232429724006,0.8173758059578533,0.9823229590095001,1,6,29.471444091033124,0
Microsoft,Ana Harris,Machine Learning Fundamentals,2021-04-09,2025-03-30,f27110d7e0df69b72eab6cb890e63ce1aa61aa6a0af2d156b8f62734ee65c436,0.905171278061203,1727,0.9900060741965903,0.8532464112389003,0.7169390421691083,1,6,37.98188350814203,0
IIT Delhi,Jessica Smith,Digital Marketing,2021-10-28,2024-12-05,bcf00bbb3879d325ab060a479f9c20e714bf46af97622ab4f704b985a807c60e,0.8948616872647102,1525,0.7478909778789667,0.9249485240681329,0.6282418824006513,1,4,5.239229633935798,0
Johns Hopkins University,Priya Wang,Data Engineering,2024-08-06,2028-07-30,8f60314e16be7668e12615a4b979a6a56926272ddd2d4680c15bf361da0777c9,0.8230229869337847,512,0.8363180012366204,0.9680464071768158,0.8657434682051247,1,4,56.12454179684311,0
edX,Yuki Mueller,Computer Vision,2021-03-12,2025-03-27,1c16a62ad60f804c460cd2b89deb88b6cb5653ec4237baff7d403d802236103b,0.7836829463096564,1755,0.764990094008045,1.0,0.9170582374071986,1,2,79.10217564255824,0
FakeUniversity123,Mary Ali,Computer Vision,2024-10-02,2026-10-02,8d156278563e74ea4776f3e6324ede2a48bcf1c7b5d2d0afb34669d98454824e,0.0953,455,0.2985,0.4521,0.1836,1,0,56.16,1
InstaDegree Corp,John Hassan,Cloud Architecture,2022-04-27,2027-03-18,042a1a68d38050f849f04f3bcc0e90813ce1af7d269fcf403c9be71af3a66ac5,0.1066,1344,0.169,0.9995,0.35,0,0,73.61,1
CompTIA,Yuki Rodriguez,UI/UX Design,2023-02-04,2024-03-28,1030c422077f72676530906c0eafb00e89cbf8ddc17676f9f96d0e27d6b1b8bb,0.403692831069614,1061,0.8141431694262252,0.8923997380554295,0.8814987235822821,1,3,11.018652647534514,0
PMI,Karen Brown,Machine Learning Fundamentals,2021-12-29,2023-05-24,cad4bd4d6d565757c898c7abd2eedf69bb278c4cb05b8cc8bae998f654cfa68d,0.8763904786098965,1463,0.9086085825825856,0.957875141258267,0.5619086034241552,1,9,1.5815174474096176,0
edX,Patricia Tanaka,Mobile App Development,2025-11-17,2027-02-18,b391f00afd81aa50bd2d308915752eae4cef71b0b6569a453930ae01c93566d7,0.8902437799394161,44,0.8707405194077119,0.9321542774529661,0.9701866167375396,1,6,15.804383378883005,0
Coursera,Fatima Brown,UI/UX Design,2023-11-26,2025-07-04,4638605e283217eec202d81aeeb026e779d909548bceed49a9d8a9b4aa710208,0.7648751831990286,766,0.8335329879569224,0.9109508761028304,0.9197527457579927,1,7,20.226362738068186,0
Udemy,Christopher Martinez,Blockchain Development,2021-01-02,2023-05-31,0fe1804ad17f49e4eef0b3b6abfd019cd06565ddbcacb220da3e3cc21b2f5ba4,0.879060499264759,1824,0.5648599891760377,0.8278748668967953,0.7824269218833738,1,4,0.47265276295050584,0
ETH Zurich,Fatima Martin,Business Analytics,2022-11-15,2026-02-03,2971d796d94bbfac53f33102ea31845684984b4f37b0d9bc4dd92347763704ba,0.6150268109347462,1142,0.5896968543242993,0.9238378925166273,0.924575939182901,1,3,99.06860852925954,0
ETH Zurich,Joseph Kumar,Full Stack Development,2025-05-06,2028-09-23,761b5006057774c58b05e827827c741d39b622dde32fdb2121891d4f9472fe5b,0.6668245136722591,239,0.7786089524142555,1.0,0.6810519058890642,1,6,6.675593428266356,0
QuickCert Ltd,Yuki White,UI/UX Design,2023-11-10,2025-07-19,f3279cf21dd0a4aebd7b4ab645725dcbae4a1e41b36780ec62270872ced8d661,0.0955,782,0.6357,0.6703,0.2225,0,0,11.72,1
Oracle,Elizabeth Martinez,Business Analytics,2024-09-21,2028-03-06,e1ca6175d05490983ed96c38d556cb8d69c12968d2edd044c111d19a7b13faaf,0.8877086198182628,466,0.8648471182161299,0.8866258618961378,0.8827651444219158,1,6,35.029108385887206,0
Harvard University,Sophie Mueller,Software Testing,2021-12-20,2026-11-26,1d111579c2a328989a6b20af00e6f8956342a7c11bcedbbc0785f4c75a507413,0.7422256649553359,1472,0.7267428954048628,0.9940757896420792,0.8747962901467048,1,5,33.77530944496804,0
Adobe,Christopher Miller,Blockchain Development,2020-06-16,2025-05-25,71d9860135af327b68a9b975afd925ea8fbae21259adb90d78e8f5932c4b93b0,0.8954283723446924,2024,0.9718701881532971,0.8551033663630513,0.8940514267026686,1,5,2.574371319565551,0
Microsoft,John Johnson,AI & Deep Learning,2021-05-27,2025-09-14,aa323a46d9d1005edee4b91d8307c6fbe3910ec1bb5f7eaac1f7f985bf4033dd,0.7489381002908394,1679,0.8590662912392006,0.9534501093890183,0.7054974154508039,1,4,3.6968086009128807,0
edX,Jennifer Jones,Database Administration,2023-02-17,2025-03-23,04bd392737309e99c58b61ffb25e635d72fbad0378266cec7b8325415e54c6a4,0.49253584765399877,1048,0.7843152036655111,0.8929554368624333,0.7937574909930889,1,11,0.33409692572188177,0
InstaDegree Corp,David Patel,Mobile App Development,2025-07-11,2026-01-21,b1b85965850c1e0334dfe7e3007e0cf141f7186a331efb9a65a92e875e887d47,0.2429,173,0.044,0.843,0.5598,0,0,168.66,1
InstaDegree Corp,William Tanaka,IoT Development,2026-09-02,2029-04-16,64d26e51c5475ffe1174b6967bd0c221c7cd2d42e00324b7c769700fa6ccfe35,0.227,-245,0.2855,0.597,0.183,0,2,93.03,1
CertForge Academy,Jennifer Chen,Mobile App Development,2024-07-14,2027-08-08,3d2e1d13fd449bf64b0f6881b4286c530d80f8031c3676b1853717102c10ded8,0.1965,535,0.6912,0.5963,0.1203,1,0,53.08,1
FakeUniversity123,Susan Wang,Network Engineering,2022-10-16,2023-05-21,5af51da1911455c8d835dbd51d6c42c26df02f7002659e4b4ve10ed5042ca80f,0.1258,1172,0.406,0.536,0.1011,0,0,30.52,1
Harvard University,William Williams,Network Engineering,2022-02-10,2023-03-08,7d53468657a388fafa9e7e5adf653917ebdb24b259f6610dfb5501994cc7ba76,0.5854318896668642,1420,0.9870266892633789,0.905901112812034,0.9359606036718361,1,9,57.576297536047356,0
CertForge Academy,Thomas Hassan,Computer Vision,2025-05-06,2025-09-07,606351de6b869c754b4b1e37f1392fb4ff7e1250c1a35dcf129d6e1c1f2878a0,0.35,239,0.1253,0.5488,0.0555,0,0,30.8,1
TU Munich,Yuki White,Full Stack Development,2024-01-01,2027-11-12,414fca0429ffa8d394e4fdb367b93a4f128b5a3641aac6e20b582e0b9b2b95a9,0.8532797633361818,730,0.8967361964186161,0.929808323872635,0.9021956312737598,1,7,26.292381202067446,0
IIT Delhi,Fatima Ali,Quantum Computing Basics,2025-08-29,2026-09-26,f2d8ac34c5c2eff8d9c2ab28542549848cc0b1546558bc6a8a2487d308ace28e,0.7179042948425038,124,0.9607710856942,0.9912307682299554,0.7550810306404523,1,5,14.712216178985967,0
Udemy,Barbara Thompson,Machine Learning Fundamentals,2025-05-06,2029-07-20,e0fdf495c6daf61d4033976ce99a8e0306d5e381a70f04ecddbffb7fa8ba0d98,0.6851271718783076,239,0.6928483726738102,1.0,0.8948507631509873,1,9,20.126673779757752,0
ETH Zurich,Arun Taylor,Agile Methodology,2020-08-31,2023-05-14,637d40a56f6baddbeda73c8ba9e289f95830c727533af5aa058e8b36afe12d33,0.7450301406038037,1948,0.7837419000416296,0.9133258023424855,0.8532048653356662,1,8,8.062086537142697,0
Cisco,Linda Thomas,AI & Deep Learning,2020-10-14,2023-07-09,aa622733695e8cd35041bee841889cb94879edb5a5c39f3aa27f087add9019k9,0.106,1904,0.375,0.6716,0.0834,0,0,21.17,1
Stanford University,Wei Taylor,Natural Language Processing,2024-02-18,2025-04-03,aef6436e74a8fee035e301e776e43bad767b0ba17775fe7e2b827007b14b5600,0.8977350552764465,682,0.9240439908976203,0.8600525751633636,0.7707641237173464,1,6,4.2934985688505,0
MIT,Priya Taylor,Machine Learning Fundamentals,2020-11-18,2021-12-25,257932bb90943149c4dfa3aca04fcd9560eb01188a53c07f6127576b575ab2a5,0.7552755027174282,1869,0.766143930300607,0.9046148671008146,0.8338898212107805,1,2,21.38487683231771,0
University of Toronto,Joseph Rossi,Data Science Professional,2025-04-16,2027-09-05,cfdfe9bb5686fc3408d078b8904655de9df5cc0d10de2303f06a9973aee8b925,0.7590892083383894,259,0.8896957183490677,0.9622478445453416,0.5858755889805535,1,3,109.41532310621908,0
NUS Singapore,Carlos Garcia,Full Stack Development,2021-08-09,2025-02-17,850667a8c6ffc9640485d55b0d4189527d7e78701c51ba804d70682b95f8c1d0,0.5962252309175196,1605,0.7123802265912716,0.9033243462408038,0.9247610596888586,1,5,44.11708259990036,0
Columbia University,Karen Wang,UI/UX Design,2025-06-23,2027-12-06,f741e024b6af37b3be3ed3dfce0b0cae2a9c8f189d67cead3ae84b0845e83e7b,0.7894239394452641,191,0.8436457144074896,0.9469373587228712,0.816879242570808,1,7,8.02766695917282,0
Harvard University,James Davis,Network Engineering,2020-07-21,2025-06-17,a9b123a1e8c4af486cf1f29c395fa6cf14e194bacae62302b62ba2d88ed93d1c,0.9728565032455346,1989,0.4729207496045806,0.9597888287012795,0.6948887404891452,1,6,26.20834705031181,0
Salesforce,Pierre Dubois,Business Analytics,2023-02-07,2024-10-15,5e72544accc95a1f8c49831dc2a354efc339120bae5156ecc2c94e11fe5234ba,0.8232723402072117,1058,0.6020405005501106,0.8884793725653873,0.7937816232299167,1,6,59.06914899310291,0
University of Toronto,Pierre Smith,Robotics Engineering,2022-09-27,2024-02-09,2c9e0cb1b15b9e0f1ab58b03f850e82812a8ce7a73248d729f43f12589e512de,0.6591324296186248,1191,0.7386078546999899,0.8755523839847986,0.7887512270456002,0,4,40.602706651791465,0
PMI,Sophie Kim,AI & Deep Learning,2024-10-09,2028-04-01,90cebce7f7e9d6d3153f249d1128c95862f3966f3f0b59c9bf5b284a23951e3f,0.7229272347877104,448,0.4520745351259041,0.8757770653278905,0.9530421569427462,1,9,21.480802466875165,0
University of Oxford,Arun Martinez,Cloud Architecture,2022-03-02,2024-07-06,78469331e03724ced1d88ea7eb7e4a441bbd06df01ec91fb9970fdd54d2041a2,0.9090447707042693,1400,0.8593520171560354,0.9406709369736661,0.9306324084112086,0,10,8.977727929098286,0
IIT Delhi,Fatima Jackson,AI & Deep Learning,2023-01-25,2024-06-29,890c96b79669d5b69fd2ea7a6437f479161159bfbc62425e1bcfe645b0381264,0.6064043208782204,1071,0.4690774060037089,0.840412722786714,0.6577919727840017,1,7,16.593780579383047,0
University of Toronto,Sophie Harris,AI & Deep Learning,2024-08-04,2025-09-07,9b03ddc82a0ce91c929c0790b11e7fd5f5af4324841c9c1ea5d7d39d32dcdadd,0.6472177901035542,514,0.8641944450469938,0.9627149908249057,0.9851575087225816,1,8,6.014137467090591,0
IIT Delhi,Yuki Jackson,Blockchain Development,2023-09-30,2027-04-08,f57107a53a079660dfab006ecd9dcfc88eef263d1c80aac8505ade705f2fb7ec,0.5973828179512121,823,0.9785365893887421,0.8721890820890565,0.8892579338682794,1,9,56.34782262624769,0
NUS Singapore,Wei Jackson,Business Analytics,2020-07-20,2023-03-28,f4345a2ea96dd9ca883882315bdcff0ac2ca953c9485f3ae1a0168228385dffb,0.57449590046198,1990,0.7794117816917479,0.8828684698815381,0.8954405785693242,1,7,42.6996960749196,0
Google,Yuki Hassan,Data Engineering,2021-06-17,2025-12-28,e20bd236ae5eb1b18b0251401e58e70c878568e784d3da111a1a57a5a74f2831,0.9779302934997485,1658,0.8993565988867666,0.8315364958850612,0.9149879665674354,1,10,33.93449597438283,0
CompTIA,Elizabeth Taylor,Computer Vision,2023-11-03,2026-07-26,76a31b91e0abcc7b5085553bef554f67fa6292e7a6103d3df1ada0ec9c9a80ea,0.8397124816213222,789,0.5977300996808008,,0.5885690568701363,1,5,46.97050216243602,0
IIT Delhi,William Santos,Computer Vision,2021-10-03,2024-05-21,8f54130e76747b07700bed29f2531bfa8df3fb8a98988656145ca460bedc1dbb,0.7802651421698222,1550,0.8111579667812724,0.9353268948320563,0.9694765468647784,1,4,41.69539223548489,0
Stanford University,Yuki Rodriguez,Digital Marketing,2023-10-03,2025-12-28,5fdcd355c5e57f568bdaa7a2c52f7bfaed717be4c91d8d3d2912263819bb2615,0.8588017458460948,820,0.8875045588768292,0.9727527411029582,0.9457510217011776,1,7,74.4584722842333,0
Oracle,Barbara Santos,Quantum Computing Basics,2021-06-22,2022-11-16,b47a44c1851da7564b41ade37eb2a391a93955eae083fd0a5b2ae403a435e005,0.8455654310589004,1653,0.9530116752182793,0.8798016070759787,0.8926213322641572,1,3,31.554719063303175,0
InstaDegree Corp,Mary Wang,Machine Learning Fundamentals,2025-10-20,2027-03-03,42e28298744da6dcd33bd8900012b17093a67331241593d625007f071aee091c,0.1434,72,0.095,0.6943,0.0398,1,0,66.98,1
AWS,Sophie Santos,Database Administration,2021-09-09,2024-05-06,4311433ea2eb6366e34b24435c971411263bb582e551d39e9081a3d1121d008a,0.7663483915328227,1574,0.5597461692290705,0.9340364875370927,0.6382781673077664,1,5,16.53762373590927,0
edX,John Wang,UI/UX Design,2023-12-27,2025-06-11,d22953d514b12160d8b33b1ccec448482b81e1b6b964292462f9d7ec804e0ef7,0.9186287422847216,735,0.9394112215477511,0.8587100292283232,0.9583041767183226,1,4,3.1535026047546877,0
Yale University,Barbara Thompson,Project Management Professional,2021-08-05,2023-02-22,b2961d3c8d9e2f82c5892c75bd07b27c5455a800661f543730e7cda1f7f60856,0.8979651623772469,1609,0.9427558571317888,0.9262741512147724,0.9382320160562347,1,5,17.3823906743813,0
Columbia University,Barbara Smith,Machine Learning Fundamentals,2020-04-08,2024-10-08,b59c41df871059f2ed9a26f729131d06978fd2029fc50778b883551104a34d06,0.9179057884568246,2093,0.8070289208265737,0.9208191419535842,0.8834354122451886,1,7,10.143562780694147,0
Johns Hopkins University,Arun Martin,Computer Vision,2021-10-13,2023-06-09,7ac3a5b66828b9822ecc5db39cc6dd1e1ba5184b7e2d5c2386d3963e94bd1eab,0.9276358075441598,1540,0.9438436696931917,0.9220576262232558,0.8837269954479043,1,4,68.41675242251677,0
AWS,Robert Martin,Mobile App Development,2022-10-24,2027-09-15,0605962e8efab6d2c9b77c38a8ae5d61cd7d6e713ca2142d472c2a1066ff33aa,0.8486863671745013,1164,0.7356526999028591,1.0,0.9627157213553534,1,9,0.7146597759010225,0
IBM,Pierre Santos,Agile Methodology,2020-10-15,2024-03-15,fad0b2600a4c12d85ec92eac60d2cd4544f6746245ae41fc66269d8f6bec3b6d,0.9056636770965968,1903,0.6835785165310149,0.9285450617817375,0.8192726715750719,1,4,37.552512569443486,0
edX,Thomas Martin,Quantum Computing Basics,2025-10-19,2029-06-29,1ddd15d7821ad8043704ffe7516097ed19940536455fc90cc33dfc87cc072ddd,0.9739493878439432,73,0.9458552967149142,0.9516165454260879,0.7363915131069171,1,5,13.874059041151378,0
AWS,Jessica Wang,DevOps Engineering,2021-10-01,2023-10-01,e450783637d8c5e935874bb6b62da2e837d054f0199cf1faa595a99c975625ce,0.8761639863800326,1552,0.7683882788393662,0.8800763070647295,0.9170097011683548,1,8,20.878131322319742,0
Microsoft,William White,Agile Methodology,2023-07-13,2027-05-26,789e5b301b3c6f7df0dd31fd1f21065435bb5b6737fa321d3cbb5159edd72f4e,0.8204106790056873,902,0.8779419931711405,0.9591761503857784,0.8849937082714432,0,4,0.8253095640619573,0
FakeUniversity123,Elizabeth Martin,DevOps Engineering,2022-08-07,2022-10-03,5ace6eb69ec93905c30d8cdec947518657ac04f550ef0ff68052afeead42a7ab,0.2768,1242,,0.6009,0.0113,1,1,39.43,1
Adobe,Fatima Tanaka,Robotics Engineering,2024-10-13,2026-02-24,ff737ff52a004a542d6ed73c983d97e7674dc7bf960ed816e29e7efd87f00e2a,0.5544985916646877,444,0.9175810406565211,0.8601700442236734,0.7056729972162046,1,4,38.995987475336555,0
Salesforce,Sophie Brown,Data Engineering,2020-11-15,2025-02-21,a0e7ed898cc36eb9c79df5c8e0ffb79b6107576b8362f0adc2b8615fb8ed6903,0.6525398534789675,1872,0.8685907025071012,0.9292527665891601,0.6825649733348861,1,8,16.445582706516362,0
Yale University,Fatima Chen,Full Stack Development,2023-01-05,2027-01-03,382f831f9a937d182a70802636cd61389cdf63631984f8df7462ad01fcc886b6,0.8578622406355505,1091,0.9421847396826806,1.0,0.5869176265561801,1,6,67.24150237240838,0
Cisco,Ana Martin,Quantum Computing Basics,2025-10-29,2029-03-17,fa2d4a48545d04f0cdeb805c88167c2ce47ca654fd84eee3d5b40165c3b5d71c,0.8259769994756244,63,0.5473148576549927,0.9669012115870136,0.9564419032535953,1,4,43.54821561752625,0
edX,Thomas Hassan,Quantum Computing Basics,2024-10-26,2029-05-11,6e73bc39d9c32001b23137e4439e943d1ec99b9bf3f92fdf3efe1f44c9825450,0.7184514049449875,431,0.8316288460295121,0.9199495581771394,0.7994578246717468,1,9,24.762666535732397,0
Google,Priya Thompson,Digital Marketing,2020-06-28,2021-10-28,37a4499e083b4d188602931d1e34a60569897920626515969adc3953cfc36d0c,0.8790371432102807,2012,0.752877296706371,0.9009214554101489,0.9753732460548794,1,4,21.899138145563583,0
Columbia University,Thomas Kumar,Full Stack Development,2025-10-05,2029-10-24,7e652a8bab3e28af0bc2536be630dd5b6004fea0638e0da82f13bc1cf94d9acb,0.8763231945271392,87,0.6356292716039518,0.8570549801769208,0.8863573601846171,1,12,3.074857479341153,0
Microsoft,Sophie Williams,Data Science Professional,2025-06-28,2027-11-24,3ca0a6a5273f53cbf709db17ea30b8145a5b076401fb7c598739da5936203e6f,0.7961739574768113,186,0.8837914828441448,0.9688598923431484,0.7928702980238798,1,8,7.104179780454373,0
Oracle,Sophie Davis,Network Engineering,2023-06-29,2024-11-08,0be04b58cd99c3ee8eca90701f3d41300c65e49d7db6fc8d50bbece6c3e47e89,0.881471177095761,916,0.8834937769458876,0.8743650810514575,0.6314645162221617,1,11,11.29667330333819,0
Harvard University,Michael Brown,Full Stack Development,2020-04-07,2022-08-24,1ddc402c46b9d906321c0708c214a6cee1df22198431ff24e1f2a49e710a0c42,0.6958589018327181,2094,0.9450667502300941,0.8880051592325577,0.6911979695109182,1,6,37.28973898936814,0
Cambridge University,Pierre Rodriguez,DevOps Engineering,2021-06-21,2026-05-14,cad0336ffec4d2e1fa4ea9f1ad878dc62a659d031ad18b0a22736c33ce4280a4,0.837161138057029,1654,0.973397401339852,0.8972218712698995,0.7891293391072012,1,4,22.006904144076096,0
AWS,Elizabeth Taylor,IoT Development,2021-10-02,2025-10-29,e013a39be5ec684437c174029030d722f87fd60da953256ffe4cfddbeb59b301,0.8143243225879185,1551,0.8501560439796553,0.9242060450135866,0.9018202119887914,1,1,40.14888540864691,0
Adobe,Barbara Miller,Digital Marketing,2022-09-14,2024-12-12,4e6d928661127a662667b566544ab08aa6d1f73fb079c64ac8fe8482c917b30c,0.766445522482757,1204,0.832010013077021,0.964320536079817,0.6941815500321136,1,7,5.466545719903865,0
Oracle,Fatima Smith,Mobile App Development,2024-06-19,2027-05-09,5139e362f2fcc1f0a08d7e892d37977ab7625657f174d15ef2564638c7fd5e8d,0.7565735370870108,560,0.7463543970538836,0.9857192772980197,0.8491840889694475,1,6,14.431550179919812,0
TU Munich,James Johnson,Cybersecurity Analyst,2021-10-21,2026-03-05,73ff4c6df0ad92fa377893623b6fda431ab6ea5d7b13743cdc466a81c116a5ff,0.8062185515346906,1532,0.794774205031598,0.8291887317814195,0.9419862829248556,1,5,14.635838279354632,0
MIT,Richard Mueller,Blockchain Development,2021-03-26,2024-09-08,91c3346a4038024e60588b2a3e3b0d2720d1bf634df09206ccd4770f52e85fb1,0.6065573284271594,1741,0.6971071803646739,0.9394659204352102,0.9158213194769554,1,8,45.43944307690539,0
University of Oxford,Jennifer Chen,AI & Deep Learning,2023-07-29,2027-05-15,eff6e5958bfeb2036d4ee8e3a76efaed71cfe4f9091dd533a1c13c459b7ae57c,0.85600768596671,886,0.8727347354177302,0.8884005421610752,0.9945681705541116,1,9,1.522278281785728,0
Cambridge University,Carlos Tanaka,Software Testing,2020-10-25,2023-08-01,53cddd4856851998ce1e53dd1e30b8a39521f9c35d2c3657e184ef0f061c217a,0.9866053467454936,1893,0.8109978565372883,0.9838948387183242,0.8530229530795679,1,5,38.784247180302756,0
Cambridge University,Mohammed Rossi,DevOps Engineering,2025-01-06,2028-06-18,30174d432759719801e6edc00d4dd4d7b546cd4ee81e6a9bede009f11cc4bf5f,0.9395954041520725,359,0.8729742497168861,0.8350165633103609,0.976615510041057,1,3,2.3203630560378268,0
Cambridge University,Jennifer Kumar,DevOps Engineering,2025-11-28,2028-09-28,b216d68aacb9f78bea89abc04bf47117598d6b8bfce67a9d7e1743ca1f03cc60,0.851952755152468,33,0.865730298503786,,0.907918204794911,1,7,23.21892614809404,0
Microsoft,Joseph Chen,Natural Language Processing,2021-06-20,2025-01-15,b466f75cea980d9b92bd2e4b8cb72ef2092780a94dce56feaa7c4515caf17031,0.6694518471494911,1655,0.6185509545233998,0.9404484224516013,0.9805690394689992,1,6,118.64658468106235,0
FakeUniversity123,Christopher Mueller,Project Management Professional,2020-02-25,2021-10-07,f50f7ab8a464a7f65016bc6a936e86ab79f09da0ea57295f2b15e3bd0c469d5d,0.0109,2136,0.1526,0.6682,0.4942,0,1,2.3,1
InstaDegree Corp,Wei Kumar,Computer Vision,2023-04-03,2026-01-12,54193f72ea46e79b961ea0d75c145bb03dbd49ba3c3f7ab2469ab26434bc2f39,0.0443,1003,0.2233,0.9879,0.2653,0,1,50.8,1
Udemy,Barbara Rossi,Robotics Engineering,2024-03-21,2026-06-19,7c4ce0b86f621346411880ddf0869c354364623f3b030c55280f7965112276e9,0.9274731359982366,650,0.7122494090382734,0.8624404517202804,0.9675988209901275,1,8,45.462945141394556,0
MIT,Elizabeth White,DevOps Engineering,2025-05-24,2027-11-20,e784fdca8c62eb46dc36b5189464dafaed8801b7df0ab2c2fb21145953810679,0.7878315099514962,221,0.9007309001697524,0.9084251966972924,0.9412705724710075,1,6,47.28299552537534,0
Udemy,Ana Williams,Agile Methodology,2022-08-21,2025-07-16,378a326c948c7edd53ed4deaa73890533e2d312b7e928aa274ce5f13fa887efa,0.6700909610127831,1228,0.5631066552274547,0.9763407404118042,0.9828063113132941,1,9,41.36541426303718,0
Cisco,John Jones,Quantum Computing Basics,2022-06-01,2023-09-15,4165f5d0b21864c02f6eb01564a7b7763a3f8ee6ca6cf0e2f44ea2cb65ef706b,0.9639488389962915,1309,0.9715996133016332,0.9117374434064903,0.8197097849041819,1,5,4.925333094296778,0
MIT,Susan Johnson,Full Stack Development,2021-02-20,2023-08-10,c8d9a34f612e720a4ecd522c9e48d50a75cf36d2d543fcff014f3fcbae481519,0.0417,1775,0.2395,0.5354,0.1896,1,2,10.48,1
FakeUniversity123,Michael Brown,Network Engineering,2022-06-14,2023-04-17,df4c9b565a45b2998da7ea3f1abbd334b16fb25a6b44625ca9b7d8df687b8ff3,0.13,1296,0.2686,0.39,0.1903,0,0,245.77,1
Salesforce,William Williams,Business Analytics,2025-12-09,2027-08-17,3fba25e09877768ee740c8dcd5cb390bfce897db5e7a6f1510dd078737403991,0.912033922915236,22,0.6039013986542134,0.8891984403382798,0.9271749851300899,1,3,5.349402778429139,0
Columbia University,Thomas Thomas,Computer Vision,2025-09-03,2030-07-21,c0bf08e0cf713889456bc94b851dfaaa7fa54bbf0d252eab20e0ebb1c8e1ed23,0.9310224751623154,119,0.8984428097339574,0.9991019091481891,0.9664747902473368,1,5,8.469205481854228,0
CompTIA,Mary Jackson,Agile Methodology,2023-03-21,2027-12-23,dafa88bdcf7d73cb52d8a8c859eff7d18b88b308ee1c3260c308480ba3ebe89f,0.7690444381557211,1016,0.8225351046323197,0.9169501747891928,0.9138137163287374,0,5,0.47058452196200884,0
CompTIA,Fatima Dubois,Data Engineering,2023-12-14,2026-09-21,623a87e1a051ccc02df018e7ff7c6cb09a937c63ac0c4b80360b868f0fffc8d2,0.6201963859424533,748,0.7418045672664694,0.956223328918296,0.7625753645935046,1,7,55.3667199230137,0
University of Toronto,Sophie Jones,Machine Learning Fundamentals,2024-04-01,2026-02-23,782376962de1c3d1adf3c67be2c0c12c27b5a1aff66e7f2aaf4ecfbb80cb502b,0.896516391297535,639,0.8785174596195978,0.9135419901307243,0.9562301359315116,1,5,2.1767929525787886,0
Microsoft,Michael Rodriguez,IoT Development,2024-07-15,2026-04-15,53dce9f378d606cd04bcfe679878026615df06b0cffd149030e327d392094d6a,0.8827898461631406,534,0.9003276963007141,0.8531826601950033,0.8906444156342769,1,10,4.708347832446623,0
Cambridge University,Ana Martin,Data Engineering,2020-04-03,2024-03-22,9a27f21cfcfdf8b738b6a21dc96366585156ab78c05c31323dc1700f7e567a24,0.6998950413631498,2098,0.8642932209470938,0.9771450544063084,0.8207846484910593,1,5,87.3262319755058,0
CompTIA,Linda Miller,Software Testing,2020-06-13,2022-10-09,f627793d1f879b4b66e926763b769394e0b112cda8dd80bb717d5d0284d01f8e,0.9395601872971515,2027,0.9454922660835151,0.8978972631983689,0.6049978250638024,1,4,11.013740793196325,0
Oracle,Jessica Taylor,Project Management Professional,2021-05-30,2024-04-04,22de69b0920d2348d16df4605e501b4df9a760000fd3f4ed1e246f7ed9cd5ccd,0.7862726530747516,1676,0.9516110523342326,0.8753829891817628,0.933896608332081,1,6,54.41585164087223,0
Udemy,Arun Patel,Blockchain Development,2023-07-18,2026-12-15,c0886b599ad79068ee01b8e4296cf5b3b1506d2eb6991fb95ccbd2765b2fff35,0.7791287400373732,897,0.8987822879495987,0.8720070818067571,0.9612629700843066,1,6,25.45640125649822,0
IBM,Thomas Kim,Natural Language Processing,2024-01-27,2025-11-02,2e3844f90d177dcb17e0237736bfb79bb7b9ad79c6b71492185b61900d604acf,0.7836711722154772,704,0.9310435541589955,0.9520943244141424,0.8877355270400304,1,7,26.927255048468073,0
Johns Hopkins University,Michael Chen,Blockchain Development,2020-09-03,2024-09-17,f9ddc8956a0c9674a230d40ebfa75cb1f31f677803c524fc95e5e3cd66f5b913,0.039,1945,0.3864,0.537,0.5,1,1,60.12,1
Columbia University,Carlos Kumar,Quantum Computing Basics,2023-09-03,2025-11-15,a0ff165da949d0cd1e38e9dd8deb946a154e9108c8b321f9adc975859ef17aa5,0.8915239273241276,850,0.8382609896677014,0.8901619114859848,0.9213968259761829,1,7,21.901128894997697,0
Coursera,Arun Harris,Computer Vision,2023-01-31,2027-03-13,06fe3abf41dbd8e9ef6d1fdf7a6ea5db84cbf24e0d93c829bf89ee7407491314,0.737774497180076,1065,0.6893721652711513,0.9595892914026722,0.827274876023247,1,4,6.884783927078947,0
University of Oxford,Jessica Martinez,Software Testing,2023-12-13,2027-05-12,5dbebae390322e0b9619756a22e6f03d821880caa675dd1990c6f9ad3ff4b806,0.651349405586024,749,0.7040491944765571,0.9513664060136905,0.7577377759461429,1,6,34.629065809359496,0
Stanford University,Barbara Jones,AI & Deep Learning,2025-09-21,2029-06-12,5fbb5082badb75aaa5d52fe9275cca9e2fb7b9bdd5ab5de91ffb55c4039fe638,0.9213455389593138,101,0.6955021940463011,0.8511051011630119,0.7317171799730394,1,5,23.92915570522126,0
Stanford University,David Wang,Blockchain Development,2024-10-04,2029-05-27,7f015a72fff19d3de6a695b6a5b9c1ec7ceeb10eab71b3da5824accfdf9240dc,0.5746970846219799,453,0.8920408547501723,0.9634528246960424,0.9502638386748231,1,7,3.2412998068720897,0
Google,Karen Harris,Robotics Engineering,2020-06-02,2023-10-03,ab48b3b103c4cbd5f30d78c724f7a6feca1646261176cbad440fdb6963e3b67c,0.8465679499752023,2038,0.814032750128184,0.9244927877621282,0.9568233529504697,1,6,15.127514420460532,0
Coursera,David Taylor,Cybersecurity Analyst,2023-05-18,2027-09-18,687e032b47a26b49addbf3175882d6655efd932bf48b00a8aa2383d4d82325da,0.792390711760531,958,0.8718602878362235,0.9027763852986489,0.6542988834694313,1,4,22.81104587899457,0
Oracle,Pierre Harris,Data Engineering,2022-10-22,2024-10-19,3079e7d10efb1899fdd24d805d8d7b3ec845e98b7b37b301ceaf4af15f550799,0.9741143493292757,1166,0.9543666882967136,0.8837361695945025,0.6387405590973898,1,4,12.859055313745397,0
Adobe,Pierre Kim,Machine Learning Fundamentals,2025-05-30,2029-07-17,539915452c95e12b0569e5bb9780e81b6b1d1c50f10bf615116f63523845569f,0.9884129621229998,215,0.6166045761234593,0.8221381561127981,0.5481265755511313,1,4,22.677047935317137,0
Harvard University,Michael Kim,Data Engineering,2022-06-02,2025-01-09,0b8474c47ce608d16d167c5e4ffe74212f3851249e43707f0ee47657787df9ff,0.752342227875208,1308,0.9935842553791682,0.9908919027409963,0.981330363034845,1,6,2.1864409452394193,0
Stanford University,Michael Jones,Machine Learning Fundamentals,2020-06-04,2021-12-01,c4fe5cb6fed0839be2eb0ff68f58b85028864ee5c3e50f95303c18613dede0aa,0.5592131415146804,2036,0.8751280336312471,0.8700130424279492,0.8749737750445993,1,7,19.381087322037093,0
PMI,Sarah Martin,IoT Development,2020-09-18,2022-02-27,55c43ced5ff313afe745ef7b69d8d3afff8e835db418a036dbe6157fbefa2c95,0.9221528678530877,1930,0.8946166124899907,0.8134729938452876,0.9752061503253312,1,4,82.5753239842279,0
TU Munich,Yuki Williams,Cybersecurity Analyst,2023-05-31,2027-08-09,cbc96821bf72999fc5e04e928b0a58166d66ded47ae5788b85f12a4169369b68,0.7697719098724082,945,0.9656089781032374,0.8658503794524404,0.8559647545174054,1,3,51.66232797724177,0
PMI,Robert Rodriguez,Cloud Architecture,2022-12-07,2027-10-04,ddca9800079cda44c0522c99cdd012fe9e0a0775c3abc012eee66084a299fd34,0.7443197598899665,1120,0.8902034592720488,0.8867743884169202,0.8162906371613451,1,4,13.098415210952362,0
IIT Delhi,Linda Martinez,IoT Development,2025-02-24,2027-04-25,15ccaeb88a6b3931d346ef71b785d9c31a1a290b7e25f9450418be71c6062288,0.9145021337018715,310,0.9208159431897901,0.9394140979013195,0.5727679719293008,1,7,60.16508511164408,0
DiplomaMill Online,Linda Chen,Agile Methodology,2023-06-22,2025-07-11,165c2c06,0.0803,923,0.0684,0.8305,0.057,0,1,4.9,1
Harvard University,James Harris,Business Analytics,2022-11-13,2027-09-15,44b81c64e89661e44616f8259fc06545ecf8d54d6dbf901e039800c81c487f9c,0.8093852420732427,1144,0.8935187184951814,0.9792552740256628,0.8566522279859642,1,12,106.24164463666995,0
Stanford University,Sarah Wang,Big Data Analytics,2021-05-11,2022-12-11,20c06724a8290670a8f093f21ba88eebe6323e4e289aba45a3348ca2cdd47d61,0.8130718195212099,1695,0.7639517834190657,0.8796880171175141,0.7187000450188564,1,5,5.685627581801818,0
TU Munich,Priya Mueller,Agile Methodology,2025-04-03,2026-04-08,4edd722db6ae3b9fa78dabbb367c867e9089caac5c2fa279686f7656dfbd707b,0.8666716510307386,272,0.4593359701553442,0.8997084111339633,0.9052138580394697,1,7,8.42363782391069,0
IBM,Mary Kim,Digital Marketing,2024-07-03,2027-07-08,143ac2faf964d8b32817130047a495f126a00b83df20c6577ba746ef7a362af4,0.7826244756412244,546,0.7531060221519026,0.9433585650526215,0.7708524259535215,1,4,78.49195331572521,0
CompTIA,Sarah Chen,UI/UX Design,2024-01-12,2027-08-15,5df81df9551963c30c4dabc059f5136aeb6e83647d0ee801cd978674d7eec7e7,0.7144095366540201,719,0.6799529650520246,1.0,0.810707275735725,1,4,14.918547869012198,0
PMI,Michael Kim,IoT Development,2020-10-08,2024-03-11,89b857aaceb3d1e9fd4a7fa839fb5d389a7f6586c0524b6cfb3ad70a703fc7e8,0.8400972754004608,1910,0.8864353465605375,0.9032280674123956,0.8148885409183789,1,5,2.8217855060010337,0
Cambridge University,Elizabeth Hassan,Digital Marketing,2020-11-15,2024-07-22,5843de48c781ab0ed00fb06ce90a9c2a63da84f829a9e483eaf628210775e8a8,0.8084017162352515,1872,0.774082574823585,0.9428860647714488,0.5260979992333263,1,4,1.3015962142547013,0
AWS,Sophie Chen,Robotics Engineering,2021-06-04,2023-05-10,14e9f44104ca67237d821cb85cf028efcfd15d487f133f19e451c91158a344d8,0.9955517630461395,1671,0.5762889111118474,0.9890248984001995,0.87347075609221,1,3,63.47176330645909,0
edX,Sarah Martinez,Network Engineering,2023-03-26,2026-11-08,579618b1be9261160e220197ca201e00d76b043c7f428dac308fbb53cd9af5f4,0.974094650929755,1011,0.518728499747569,1.0,0.9413736625519399,1,10,22.804051179595433,0
Salesforce,Patricia Johnson,Machine Learning Fundamentals,2022-02-18,2024-02-08,2d86d76bbe8bbc0bdb6b377b8d64693594edf41b1334c47aff9be94e1a9efab6,0.5500177159626038,1412,0.6362622840309875,0.9748184585393269,0.9290704301477971,1,6,5.054228270602311,0
MIT,Carlos Ali,Database Administration,2023-11-05,2028-03-28,9ffd0a92dcccbeaf8973acae2eb11ce33ed2324cc831a0bfdc97f29e7ec3cc20,0.885023064945846,787,0.8614563383891503,0.9135227805010281,0.9753977686866042,1,5,4.464915504989353,0
DiplomaMill Online,Elizabeth Davis,Mobile App Development,2026-04-21,2029-09-12,75ae8f4783b3b8b76db7b86c0f70d75f4926a22b234d57d1d3a80cf63755ec86,0.2247,-111,0.2493,0.5378,0.2435,1,0,40.27,1
NUS Singapore,Michael Johnson,Digital Marketing,2021-02-23,2023-10-17,8df5c03cb80581da0541ab994a25bf18c75622768cfcdda4dd78ae196b9646a2,0.855434765144158,1772,0.8424214321963699,0.7726077784940528,0.7347100636580712,1,7,21.47221681791074,0
Salesforce,Richard Mueller,Robotics Engineering,2020-09-15,2024-03-09,5c63d2e15885aff7c09934d1252e88f1c51ee3580f068f08355e75efd6f6e73c,0.8739246260064019,1933,0.7160098824946272,0.8394088610951034,0.9365952900164575,1,6,9.328054409101942,0
Columbia University,Thomas Garcia,Quantum Computing Basics,2023-04-03,2027-03-24,2fd6a67c88563cb95d464cad04b4b45f5dcbe9282ca7d66b85ef9f89cfcfdc3f,0.9064874549086094,1003,0.8743443929537387,0.9264059282017982,0.8778546240394892,1,6,50.82081193433,0
University of Toronto,Sarah Anderson,Robotics Engineering,2025-04-18,2026-11-27,dc92953695a80749702f3a09a60c00d332ff2163ab4c1324b64e5a23dbbbac79,0.969918960540931,257,0.9336170093721264,0.8779999676638075,0.8991966048501067,1,8,50.84238276456949,0
TU Munich,Pierre Dubois,Mobile App Development,2024-06-22,2025-11-15,bed2d551f4d8ca48120f9bda0b710a7d4b844e57d376f85c2f4204730b61046b,0.8623650029508095,557,0.7792722164906029,0.908781955622823,0.5568953043672819,1,4,29.967642024703412,0
Google,Mary Rossi,Network Engineering,2020-10-10,2024-03-08,baeb1ca8cc12be8c8a613de58e2ba37e3d7921fdc56fc939b630ab172c8576ae,0.7474351898003226,1908,0.7989918801383795,0.9929553578650989,0.9702926844503017,1,9,23.747681548919456,0
Columbia University,David White,Project Management Professional,2024-12-02,2029-11-21,3c4fd126c8296a46c1c3e615587c937f7a89792342b9ef381d0df4cf90f443ec,0.8366607912493661,394,0.9376181916759947,0.924375804805538,0.9614644070290285,1,6,41.53229254946565,0
University of Toronto,Mary Taylor,DevOps Engineering,2023-08-02,2028-02-21,96908589b51b0cc567c75d34e28cfe910b204933b161bf67c60ae05778d8dfad,0.753116549233641,882,0.9098090776510376,0.9312407256317071,0.799771504921316,1,6,37.125685782061744,0
NUS Singapore,Mohammed Anderson,Project Management Professional,2024-11-13,2028-10-20,7b2012196651a4b7fdb25f100b2c6734184b53e891ddc995648c4ccb16c7910a,0.7573078170643796,413,0.6492586417336615,0.9875307153382451,0.8343397173621573,1,8,11.223127239859371,0
IBM,Yuki Mueller,Robotics Engineering,2023-12-11,2026-04-05,7bc008698263b3ac446b19146ed7d97831767023603123b550263fbbb2f7a227,0.9415399218407303,751,0.8608424710561575,0.9387980805654704,0.8236212618658564,1,3,10.081827468233275,0
InstaDegree Corp,Fatima Smith,IoT Development,2026-08-03,2029-12-26,24443cf82f28f3b9c84f78839cc69a86d75c78fe4dd564864344db89b70db0f7,0.1621,-215,0.5914,0.7466,0.2195,1,2,46.05,1
Stanford University,David Patel,Data Science Professional,2022-08-09,2024-05-21,504678926752338ab56554a13780ff86d046b24370b4e27d009179b0941c6049,0.711272012920881,1240,0.8880183732763438,0.9640812712203654,0.7680847008462565,1,6,12.756040681063958,0
Salesforce,Mary Kim,Big Data Analytics,2025-01-11,2029-06-27,7c9f2068b2879d937d4fb3a7020985016e9c35bbcd1fbedbb1d97077d77385eb,0.9061772829495337,354,0.8789939955615056,0.9138506712793463,0.7418792952852875,1,3,8.792583462262865,0
TU Munich,Patricia Thompson,Data Science Professional,2022-04-14,2027-02-24,07979edefd93da3f83d69e6b93f04b7f551266f5fa532ba695cc12c74c71a5b7,0.5603092986027672,1357,0.9636764525471869,0.9539280637209878,0.9456452590567133,1,9,4.132748077502259,0
edX,Yuki Martinez,Quantum Computing Basics,2021-03-02,2026-01-31,6a002b07a3b3d9e8e91a90412752bf30780eb21e600e23e9f67017f15ec4fe6f,0.7019505421888858,1765,0.8410767965689772,0.9384421030014963,0.9605939169772,1,4,49.90518425168674,0
ETH Zurich,Elizabeth Jones,Data Engineering,2023-03-18,2027-09-01,972d7c338803326247b95ed38dc642ce04c326fdf807272e9588f0826e7d0b3f,0.6973026131661126,1019,0.701663568242921,0.9523298564456738,0.883343462328679,1,5,4.329144674089513,0
IIT Delhi,Robert Thompson,DevOps Engineering,2020-10-05,2024-04-26,adcb120a354a7436dd1829b76bac9284e034f9bf8246249ac56cb56d4d9fc369,0.5873293951699625,1913,0.9315899949701504,0.9895549728473478,0.9784320478147015,1,4,2.640757449654057,0
Johns Hopkins University,Priya Thomas,Digital Marketing,2021-03-28,2026-02-21,3ca63861af9690488f1bf1cfc3bf37ae9e70ad6e175797798def98ad6852da5a,0.5518483179356893,1739,0.9573188661334945,0.8496085733266677,0.982385865398361,1,9,35.961039145261836,0
Oracle,Mohammed Taylor,Blockchain Development,2022-08-13,2024-12-31,47c1f5d822b0871785a82bd05a12adc9e9a6fdfef1011229fb8ad5f72824aaad,0.8514904081468172,1236,0.8205161181409902,0.9013580721595186,0.9647216488050888,1,4,13.94426234190588,0
edX,Yuki White,IoT Development,2020-10-23,2023-07-24,38de56069630eb050e9e93e75eb23f5cf88826c87df47d028edab6916ce9246c,0.7709310891694036,1895,0.98497108152294,0.8272516955084241,0.6075955147897881,1,5,2.7769107077535233,0
Johns Hopkins University,Elizabeth Patel,Mobile App Development,2022-12-25,2026-10-23,65e194a0783412d01e84b36129697d2f7f77603e2bfa62f4fea8102ba8492b84,0.7984207245267766,1102,0.6455756686818382,0.9986705201642643,0.7911559139073979,1,4,0.7729768281545202,0
Cisco,David Wang,Robotics Engineering,2021-02-12,2024-07-16,597461975710f19a6d8b4456534e9dab00b199e722f6e91be1ce2d0298526bb0,0.990741983930397,1783,0.7248001595825466,0.9303904405482345,0.8909123181630979,1,7,32.324638795393405,0
Oracle,Barbara Miller,Business Analytics,2020-02-16,2023-10-28,87f2ff968d01e126a96bd39f89576bba224249660c0deadfaded71e675a482cb,0.9622268562049621,2145,0.5741825081196195,0.8678722425770999,0.7039890865611131,1,9,103.31505649658241,0
Microsoft,Barbara Davis,Full Stack Development,2022-10-27,2025-10-18,7e448ec4dd20011effc4262076198458d6bb61217e8f42c8e0d8e1425707702b,0.8156281869087739,1161,0.8953505219951625,0.8730433453272729,0.8576172560331525,1,6,2.4308558247069647,0
AWS,Priya Thomas,Cloud Architecture,2023-03-18,2026-07-11,5fa0403ba5ffac4508a76a1e6751d35072f15cdd005bcf2b6c8ef74cdc7cea96,0.5377695542260476,1019,0.6844511910457748,0.8740996161383832,0.7892206162857083,1,8,16.83242238956342,0
Salesforce,Mary Jackson,Machine Learning Fundamentals,2020-10-28,2021-12-11,da43238fe68bea7deab40638ae89422bab9d6b07f678360eadf5db9793203f95,0.9582752971223433,1890,0.8033277982603773,0.9432410210982395,0.9392604972740262,1,7,27.40566630544416,0
IIT Delhi,Sarah Jones,Computer Vision,2021-08-08,2023-12-15,a18fa3659a5be86ddc8484f8388ba03a5983418c0371e95357fff44f324e00bb,0.8644223899472357,1606,0.7917543023089689,,0.8371083230146366,1,6,0.8490617611723493,0
TU Munich,Yuki Thomas,AI & Deep Learning,2022-02-19,2023-12-13,b03c1ee1cac3a139718092b2e257b6cbb7d4709179a7a1aff08981a34556e6e4,0.8521229427212145,1411,0.9456600817682385,,0.9384215293904329,1,5,26.57396427520816,0
MIT,Carlos Santos,UI/UX Design,2023-10-02,2026-08-25,5c572d177d85c4a9ed10c29674ab438ed1a7f622ea2d21ffbf92308eb95f334a,0.8188428297878559,821,0.7119416144323706,0.9243828593947898,0.8674027845301708,1,7,7.3380958514311505,0
TU Munich,William Hassan,Cloud Architecture,2023-04-17,2026-11-27,77c87bc1c1475e2c2e3153d933c600770921316a2a309810079310e61aa6a670,0.7940309602397244,989,0.8845212812494103,0.8977244012643635,0.8982912618129932,1,2,19.04177531677317,0
Udemy,Thomas Hassan,Full Stack Development,2023-04-11,2025-03-20,6afa8c41631c58c2296ee0a4ad65445cf153c47c90ca29c08a613870464f971d,0.790676277361465,995,0.9381999780319453,0.7915829336296931,0.5921389027980637,1,11,27.45221443279607,0
IBM,Mohammed Kim,Robotics Engineering,2025-12-05,2027-01-20,830b0bb5e6cfa1ca299ed52be6a0a143cda10afb4c61cf81c54440103a0c0eef,0.8391709716109752,26,0.9789654437490158,0.8714629387473686,0.9725348637912326,1,6,62.98363343979256,0
Microsoft,Carlos Jackson,DevOps Engineering,2020-08-02,2022-04-13,e83432894cf89e77d034719e862956c070df25b9bd9233702aefe31347e4dcb5,0.8740368492423038,1977,0.7909247815781659,0.8891410462185517,0.9217483742083297,1,8,26.40834400497478,0
Cambridge University,Mary Kim,Quantum Computing Basics,2024-03-24,2027-11-08,6f6fec08fe855acb0aa85eeb8892f656e6d592a23c026b6efca6d3e193bca419,0.8091162986001917,647,0.7431544273906532,0.8763095161685241,0.7778687493065676,1,3,129.05385482080968,0
CompTIA,Sophie Ali,Blockchain Development,2023-06-02,2025-02-09,3e3292fb922b257c97cd03ae6136b28f20b07f5bc678edc72064dbdef253fd6f,0.8117379906944253,943,0.9706927164093863,0.871979378945323,0.9193164403062344,1,5,97.27315350592475,0
edX,Wei Martin,Blockchain Development,2021-11-11,2024-11-20,5bc079daf3e756f0a7b0bbb6b845c2690d57e292af37363f4cce681eaac709b8,0.9708202229640389,1511,0.9788652755898681,0.8666405996691599,0.9296503449731012,1,6,28.41705752294488,0
Salesforce,Linda Harris,Digital Marketing,2023-05-02,2027-02-16,4c576bc1b01b8bd7b18b7cbf2206a2d9e2bee7bc2386f1021ea0e89718136fd4,0.8043361205547209,974,0.7310140833190459,0.9188619727575461,0.7707534006788932,1,5,4.8639599875750275,0
Microsoft,Sophie Wang,Software Testing,2023-11-18,2026-10-25,3dfcdfbde0e2b747a2f8320f4feb152a413b4d1f8fca375fdc642ce4b52257cc,0.5758822733515675,774,0.5959426395404585,1.0,0.6624763903248765,1,3,40.62636633195018,0
CompTIA,Jennifer Ali,UI/UX Design,2021-10-24,2025-11-06,4e1bc8d417a1218ee75267ede92f71fb1f5fb2764af6dd944fd8492a4713a7e7,0.845913831555502,1529,0.827497744817272,0.9410383281259294,0.7432789768105129,1,3,8.673654212347865,0
University of Toronto,Carlos White,Big Data Analytics,2024-11-20,2025-11-23,5fc495409d51ddb3962753ea9990cdd47e9b94f22969e1bd50d65a7004abbe55,0.7954206345657121,406,0.6693927804029229,0.9734971302698536,0.6989042131028375,1,8,5.909478064022637,0
Microsoft,Arun Martinez,Full Stack Development,2024-03-11,2026-04-18,83d7d771dcee60cc28bfe77900b911fb130b962f3dde89694d65a9f2c72541b8,0.9212163606294225,660,0.8787069346506413,0.8921438001160069,0.6831303130559436,1,6,48.29047579475398,0
Johns Hopkins University,Pierre Kumar,Cybersecurity Analyst,2023-01-11,2026-07-13,528a66264f0a191e71d1ccf0d46d4331e5eccba25975718eeb3c138d4cbf55b2,0.5504803064112486,1085,0.7378201985108139,1.0,0.8441042142090334,1,10,12.134016815920408,0
Coursera,Thomas Wang,Data Science Professional,2021-08-14,2025-10-02,31a63390f851aaa1ce8794d01ce2c10bf7264082a8a45f99c7787d8bfd07bbf2,0.8316770334839172,1600,0.5824573061942089,0.9354940834427299,0.9085985962953945,1,9,26.03647433475823,0
Salesforce,Carlos Davis,Cybersecurity Analyst,2023-05-14,2024-09-19,1ddcdbe49a0ff2f0b9bf1817884dde886d906cc073a1ed13437fc5f707e6b538,0.441647289089977,962,0.9860072365848109,0.8877451398138572,0.9728451094370787,0,11,11.109648882104416,0
Oracle,David Martin,Business Analytics,2021-09-16,2023-11-22,2f1a0300e3303698df697845831fd02bc025adca221cd81843fd9f5a0fcc4f6d,0.6342183548398357,1567,0.9485144087631227,0.8908272454061404,0.8145209726372006,1,9,32.827272651717706,0
Adobe,David Thomas,AI & Deep Learning,2024-11-05,2027-02-28,9b787277ea1ee8bbc409d242db2fcaaace92814b07db7fcd206bc3539e0cc46f,0.9137500495037094,421,0.6392220191862158,0.9086243359884641,0.9407399867316826,0,6,26.41413003054661,0
Coursera,Susan Miller,Software Testing,2024-02-12,2027-03-16,089e1238f58a0bcab3cd84bd324df431c69649abbf7a163919f90369f64f5451,0.7083067930098089,688,0.8524228736366809,0.9301882901732662,0.8256181177621389,1,9,23.022461375675647,0
Yale University,Patricia Williams,Database Administration,2025-04-23,2030-02-13,5a6ff40d40b051e13f9cfee1682fe392e8aa84331fdf54612af4c5fcc37dfd55,0.9576315969137783,252,0.7873828788261834,0.9332983048067799,0.928799655973508,1,7,32.261869171379004,0
edX,Patricia Jackson,Data Engineering,2020-03-03,2022-12-02,03ead68b9fd6944d77dc626190301923a4e87321a3022701af26196936cd3c06,0.7772481068659627,2129,0.8207055473372247,0.9114424472097516,0.9260896612769421,1,5,26.50279036262096,0
MIT,Patricia Martinez,UI/UX Design,2022-12-12,2025-02-11,d2e4de833d86ffe73b3aced4ab92afd83cbe7a221a4ddc7d544a15744072e4e9,0.9185770053194893,1115,0.9343155551132646,0.9010511227062398,0.8916209224406287,1,3,13.865455120833442,0
Columbia University,Karen Thompson,Blockchain Development,2023-01-21,2027-10-25,21cfd9da1d87eee358010ac1ff891682848f5b2f75207618f8c7e7ceb1030a5a,0.6023053228124121,1075,0.7829274419807847,0.8549766741615369,0.9612411976907513,1,7,51.25854952703846,0
Udemy,David Thompson,Quantum Computing Basics,2021-03-19,2024-03-12,a1ea8289c61aa2b69289dfa297d2400a40c787e72b5d0e3632e85b8cb853a01d,0.9022233714830312,1748,0.5580796127533768,0.8866916526616601,0.7594370516929981,1,5,47.69073744196444,0
University of Oxford,Barbara Rossi,Project Management Professional,2025-01-06,2028-11-28,db47a42b697b95255152994dcf47c682d327c595855554357ea0148b85155578,0.8134578286556426,359,0.8312423480599952,1.0,0.8425510049406392,1,7,3.473950939414146,0
Google,Jessica Williams,Robotics Engineering,2021-08-20,2022-11-12,84f7f9a26763d1758b0666ecd366b632624b2d8011ac33d8aaaf96432b7e82e2,0.8448777288800023,1594,0.9667278497496707,0.9332152617789274,0.9312430984357134,1,5,19.43544177052111,0
Oracle,Barbara Wang,Cybersecurity Analyst,2024-09-17,2027-02-13,96ad817ab7b9c2614ebc532b92e0f871dae2217dcc47acfa16000c9d9aaed987,0.9183173431361267,470,0.5042956102664815,1.0,0.674258118346979,1,6,3.0439482721231474,0
Coursera,William Taylor,Cloud Architecture,2020-09-28,2022-02-16,96cf2193ba465eb8c2a02f5d5a7cd2940b13f1c37208e3f063245e39090c5cb1,0.9238502667199898,1920,0.823539309276103,0.9017012989915566,0.9074293011515303,1,12,38.45583495339335,0
AWS,David Martin,Data Science Professional,2022-12-20,2025-03-28,821fa986dc51211b17bfb2fbe004a1fe140cd71cec4c9c7f28fe71b5b3b06ccb,0.8946463065411593,1107,0.8500030822942621,0.9271435928741678,0.8361387410282767,1,9,7.0642922304025495,0
MIT,Jessica Dubois,Software Testing,2022-08-19,2026-12-13,eb8bfd4feed2d3e7152c5b703c96c287cf2feb349f7bf70d7a29d9a964a8e68b,0.6599426373205849,1230,0.8724422533289882,0.9097989024290749,0.8673751950286595,1,5,2.7238140836652835,0
MIT,Pierre Smith,Full Stack Development,2025-01-27,2026-05-21,cd1a2707d16f79a1aaca13c8e84d4305107fd666fa4c8c1747d9538690fdcda4,0.8397244077170511,338,0.7587439246208869,0.9021849343008008,0.8504123617448356,1,11,2.9330468561332506,0
TU Munich,Karen Garcia,Software Testing,2024-05-24,2028-06-18,4991b208c8f3a7713e88ff89396d503e13041cf175aafa9fcba653179ab58d1d,0.869212528919102,586,0.9729532732693783,0.8457529077251272,0.8358745335648509,1,5,58.65061059294678,0
Udemy,Karen Anderson,Data Science Professional,2023-01-29,2026-07-08,a64a99f9a583eb3fcf2b0e89e791160fba65df93ff3b8c2ea0f698bfb0dace1d,0.7860272929780169,1067,0.7709159395249542,0.9602687378889483,0.8757105128264898,1,5,12.114944590597181,0
TU Munich,Ana Ali,Cybersecurity Analyst,2025-09-04,2029-10-13,090862d27cd49392b3c188fad7ac2659651e0a3b75e64ed5ac5daac4cd5b1727,0.8523856669249829,118,0.9719719713055307,0.9613820979212877,0.8686725758908886,1,4,0.3064459964801184,0
Salesforce,Carlos Hassan,Software Testing,2025-12-02,2029-03-25,ef9280a9f8d658b462bb9163a4fb5f8f35523b74632a879f8688c98e3695eeb6,0.7052333850365214,29,0.9024372004123146,1.0,0.7988979198167413,1,4,22.686058210824317,0
Columbia University,Priya Miller,Cybersecurity Analyst,2024-07-28,2029-02-14,c653e39c6f13a9ae3b1381b2d4b9087949fffb513a20d82ecca0e88abb904efa,0.872236312276317,521,,0.9004476028679266,0.8894836700892654,1,5,58.221131607573675,0
TU Munich,Sophie Dubois,Data Engineering,2023-10-25,2027-10-12,d06b277646b791559f76307520c6f06b0c3dcbf0396260cea0ad46409a10c8a4,0.8219121810487552,798,0.9946371555196473,0.8191048019121534,0.9101506567478506,1,7,10.58839672243043,0
Coursera,Robert Hassan,Database Administration,2021-04-07,2025-01-22,4764b3bff22a4fe3b47a15eb5d3acf0bde7a9d28f2ee5783b7062d0f0e4316f2,0.3132,1729,0.2763,0.4603,,0,0,146.43,1
MIT,Pierre Anderson,Computer Vision,2023-07-15,2028-03-24,6ee6c9487bd81cd9ef9322e277ebbbe1bbe004b5ef647ac8ee12c8a0b5e07db2,0.7872466606593239,900,0.9921333077009492,0.945889236443478,0.6883171104572594,1,5,22.472162985733927,0
IIT Delhi,Patricia Hassan,IoT Development,2023-03-30,2024-03-29,892b093467fdc14fcee2cb56a31987cc80d7928291b00e2d048d7dd2c04b1b47,0.6455010406740009,1007,0.9049372553448343,0.9034673092427623,,1,3,5.546477665624149,0
Coursera,Jennifer Garcia,Project Management Professional,2024-09-27,2027-08-29,87fd4b228f14dbeecc6a9cf2187c6ea48287e50c25950e22e2d6018bcd66db7a,0.8628170816024516,460,0.9434255385374876,0.9572340172575858,0.9464501381535476,1,4,20.516821490586047,0
Johns Hopkins University,Mary Wang,Cybersecurity Analyst,2020-08-25,2022-05-04,3ccc78f3a7c84e29b004a22c67b7282da296d1e7b4c90880f1965c647ba5addb,0.9021039464464358,1954,0.9893007517440783,0.9059247864783961,0.7519564483277232,1,6,50.644822061395914,0
InstaDegree Corp,Sophie Kumar,DevOps Engineering,2025-08-21,2029-10-21,30a606d0325b9baa7b398a9ba6d60cdb6d2181e29172720534ab5f673e1cff3b,0.0439,132,0.2404,0.6907,0.012,0,1,70.02,1
CompTIA,Sarah Miller,Data Engineering,2025-10-26,2029-11-18,e85b541b2356885ad8c1ab6aff0674cfd5eb80234cbc3c3ac672478278e74aa4,0.7648295309282339,66,0.7950576498411691,1.0,0.8841366372223858,1,3,34.2568924162318,0
Johns Hopkins University,Linda White,Project Management Professional,2024-03-09,2025-07-16,2a5dec53d167576fa9ef38b74d285077278b41d8a08dcda44477d007d9759d6a,0.9144410743292216,662,0.8958399796130305,1.0,0.9856691673896062,1,5,31.41039088677316,0
Johns Hopkins University,David Chen,Agile Methodology,2024-08-19,2027-04-08,9acb602eb35f95b36c7596ba4ff4e2854c6bf2a720dba41f60a4db69830a9d85,0.7703641009036568,499,0.8071557777638656,0.8787390660579657,0.9606876652593178,1,6,5.651714343892452,0
CompTIA,Jessica Brown,Blockchain Development,2023-02-12,2025-01-04,7eec58ffc4000ccbd3bdcb363b4b2d544381d815f19f23b469448394b3074a45,0.620217959345355,1053,0.8997813034172,0.9839236101314704,0.8498468772567362,1,11,88.45334331528227,0
MIT,Richard Kim,DevOps Engineering,2025-12-15,2029-12-31,f1f94745a3ca78c04b93f15b7823f743f91aee9e386fe51c585958a76b4b0552,0.8486140394857864,16,0.7699989154776358,0.9289239233649914,0.6781646665812368,0,7,14.709276086874674,0
AWS,Thomas Taylor,Agile Methodology,2020-04-24,2025-03-09,8b7d0928690d36a24234f284a84c1a1fc127da7890070aa70fa0727e1c9875d5,0.9137178867514778,2077,0.7963464824040386,0.8454189709557247,0.8389608634919173,1,9,6.4401281332838956,0
Coursera,Jennifer Smith,Cloud Architecture,2020-03-20,2021-05-06,2a3747c8a9e0727f157c2e84b19beafc7cd178625dd1593b160b4d2d60535ca8,0.7121496073994769,2112,0.7507993245643101,0.8019645113618,0.8002310720689412,1,7,10.176227186704862,0
Google,Fatima Thomas,Business Analytics,2025-05-10,2026-06-24,1748b467555ba4af89f9981fcae5f37f88a86c77006449d474e034cd0e773dd7,0.8428068828443981,235,0.6961401302901548,0.9071914662364216,0.7159214454048148,1,5,16.34707678906507,0
IBM,James Kumar,Software Testing,2020-12-14,2023-07-05,7c300d9efb,0.1486,1843,0.1642,0.6508,0.35,0,0,98.51,1
Columbia University,Thomas Harris,Blockchain Development,2021-01-19,2023-09-02,5c1121325a29ae8374a8675c38272884cd8044548d926c0073560adee2edf1d1,0.8582368365444806,1807,0.8195587063871024,0.9525688352841725,0.9841776074748679,1,7,1.0562495971313342,0
DiplomaMill Online,Sarah White,Cybersecurity Analyst,2023-07-21,2024-08-31,7fd8ac3b31e95133f5e543f9970f3105a0f1a0a2dd219ed0b4ecd6ec1dd8df5a,0.0614,894,0.1857,0.5597,0.1053,0,2,31.5,1
IBM,Barbara Davis,Big Data Analytics,2022-12-06,2026-11-28,60d5c7b243f825e1b889eb61ec8bdfd3297ce4b2b3c3a495c03d568c4ff9b231,0.7526619270420009,1121,0.9142963094078734,0.9304191156259811,0.9770538364421217,1,5,1.580966494743651,0
Stanford University,Linda Kumar,AI & Deep Learning,2021-10-29,2023-07-28,0fc41fc26d0f2880e23be3424684d85664664f31cb2a4c4481d7bd5b859a500b,0.8362697815265733,1524,0.7824994601476294,1.0,0.9372351687003697,1,4,143.73080365181576,0
MIT,James Kumar,Agile Methodology,2024-03-22,2027-09-30,7589ca5b3a5f84a398276ffdf6f2b8d022677526917ba83875e9fae26a3994e1,0.7609732857134897,649,0.7504470208697406,0.9491053981382678,0.8492606290990925,1,3,32.02098672939091,0
Johns Hopkins University,Jennifer Rossi,Natural Language Processing,2020-07-28,2024-04-18,56eb7b35cfb003e7f86f3b5d71b9e382049bebebc0f347f6ddfd33af75566031,0.698197071082112,1982,0.9455630781525878,0.893203511818238,0.8857505285215931,1,8,21.430099172192996,0
Microsoft,Yuki Dubois,Network Engineering,2025-03-23,2026-03-24,ffed516bfa263ffe0efb9c3085b1c806879cef5b3f33099631f6e933b1f8adca,0.9224120374909093,283,0.7766619072423185,0.8997230042966461,0.7484551325182717,1,5,9.30615186742905,0
QuickCert Ltd,Pierre Martin,Blockchain Development,2023-09-10,2028-05-03,3ad3291b3b1f2113e84a1680bd0c1533a6471bf323e071c786dbe7b38830cfc2,0.0291,843,0.2283,0.6094,0.1434,0,1,3.26,1
Yale University,John Kim,Quantum Computing Basics,2021-04-18,2022-08-28,9552a12bfe1bbd3dde564724628da97c2929cca18b0b92c90c759bf3826a3e0b,0.6370818802161577,1718,0.7189820961573594,,0.7112087180455334,1,6,56.96289735579627,0
QuickCert Ltd,William Williams,Big Data Analytics,2025-11-02,2029-03-19,c3028686,0.0614,59,0.1434,0.6963,0.1505,0,0,4.1,1
University of Toronto,Fatima Johnson,Blockchain Development,2020-12-14,2025-03-21,ac208f1152c4a75835ad0a487fe95632228952c0bcdd739abd394b3d3b5e77c6,0.9313449187610622,1843,0.9455328600298527,0.869193415047476,0.8382404551685657,1,4,22.140403066857388,0
MIT,Ana Brown,AI & Deep Learning,2023-07-06,2028-04-24,2ec41e152a07adf9af94723c150b68dc1d06183df1076f8b2ef285e36e8f827f,0.8060059103816712,909,0.6150637880869736,0.8948307031740959,0.8527541977491124,1,9,0.6346278318496305,0
Adobe,Michael Jackson,Mobile App Development,2022-05-20,2026-01-27,b55d3494f5d13fad1c00512ab3bce9d528f709a3b200dfdcdbef87104e480a63,0.9349275249772693,1321,0.9864792194016849,0.9909673116113757,0.7788385177140257,1,4,29.79723637137905,0
CompTIA,Priya Kumar,Cybersecurity Analyst,2020-01-20,2023-07-16,e2b351ceb597a8126d0b28181850b713925d73745c9fbdfd57816ca4c0440d3c,0.8892476918831324,2172,0.6624576162214636,0.9516119355590154,0.9517964569751081,1,11,19.130628771417175,0
NUS Singapore,Priya Brown,Blockchain Development,2021-02-21,2026-01-30,e3b1945194b0c5599941c9a4b2d09397d669dac160a2a71bd5296fbe43406f2e,0.6436058431431066,1774,0.6132399152607604,0.9187534025389484,0.9514795684684593,1,6,0.7585418321944417,0
ETH Zurich,Patricia Chen,Business Analytics,2021-10-27,2024-05-20,1729027d9146a1ee9a663bce77c8e91d8d7731c44303d8cc66de9222bb059d59,0.7477544985598406,1526,0.859620283042808,0.9361914703291645,0.840980542092118,1,5,39.54424112128258,0
Stanford University,Michael White,Computer Vision,2020-02-03,2022-12-23,c9d4cec269683ac46faec6fbda21c68d439bc199af268499d07873029b4c5f37,0.9275646539326484,2158,0.9534959121417553,0.8976986156761045,0.7892620031694122,1,7,12.710681000062088,0
Udemy,Wei Johnson,Natural Language Processing,2021-09-05,2025-11-14,4cfcb27399c426c09fdc1238b0acde6ebabc589ed3a8647ba9009331e561beea,0.764436110655313,1578,0.6427674505023792,0.9434010240541985,0.8991070010436977,1,10,31.22567662592318,0
Microsoft,Yuki Taylor,Machine Learning Fundamentals,2023-10-11,2027-08-12,2ab43663a653c3e6b28024058e92b29710192a464dcd7b33c137aacaedabf745,0.9668227480241942,812,0.8426375553413075,1.0,0.9267706268562497,1,12,34.05588826073791,0
Udemy,Mohammed Kumar,Cloud Architecture,2022-01-17,2024-12-29,a12df931fb56a56ff855e7cdde1e9552dc0176a4cbf20e9aab017eb1a0ccc959,0.6650546269565427,1444,0.91617281852284,0.9057591101699426,0.8118525132091468,1,4,57.85047533819024,0
PMI,Jessica Chen,IoT Development,2024-12-09,2029-09-21,4a44bfc154ce99cd568314044e731f5bfcbd86f76e36fba594dffdb06c69774a,0.8169486642746948,387,0.7306334938189494,0.9013843118051825,0.9735698767893113,1,4,47.1690230461871,0
IIT Delhi,Robert Jones,DevOps Engineering,2022-12-28,2024-02-01,ebc3347cc2954ff957a9e5f8d505cc65f5e15b143612eb1adf03df14f2fffecb,0.7687287753518619,1099,0.9924946667445121,0.891366108956047,0.8849115262525035,1,6,80.93003891122908,0
Google,Linda Anderson,Big Data Analytics,2023-06-25,2027-04-05,bf4d97de960c56e2361c13955b79fd785802727e56ba9b283855217d8f9b1995,0.9437321503462263,920,0.8528034818479681,0.9222065986753887,0.7886381394808911,1,6,16.173729517757888,0
CompTIA,Mohammed Jones,Mobile App Development,2022-10-25,2027-03-25,c23c6b86a4184e0866a3c255ff0ee8dbf1d2f582799e2685984abe50445ae6e5,0.7436721720848033,1163,0.8585222810262504,1.0,0.9701648169286657,1,4,17.996576782917227,0
FakeUniversity123,John Kim,AI & Deep Learning,2026-02-05,2031-01-04,105f8056892737457b1e6e34f8cb21c3105e492ee0059ba3d69f712be6d1d3c0,0.058,-36,0.4727,0.4954,0.3625,0,0,97.95,1
Stanford University,Barbara Patel,Digital Marketing,2024-10-16,2026-07-17,c5b5115ab0297c462ef3b67312a61299d2513747451d3b5690833d737837680f,0.5435238704714024,441,0.44286440118442616,0.9499611803257599,0.9382600172686866,1,10,24.123250612202828,0
FakeUniversity123,Priya Santos,IoT Development,2021-04-29,2025-02-11,2f1716d30f75fa1de8a534d0e965688c9a21ee13eff075052bca7602a80b8707,0.1931,1707,0.0754,0.695,0.2009,1,0,84.88,1
Adobe,Yuki Smith,Machine Learning Fundamentals,2020-05-30,2022-09-19,0bc709674281d57aec1ac5a07f4486b1c0a6a2f4f2ebc7211916540626551aec,0.7120237207112675,2041,0.6639698858247248,0.908460396431731,0.8214734019624413,0,2,21.064141167118176,0
Salesforce,Arun Kim,IoT Development,2023-10-07,2026-04-02,be613db4ee307b666dec5cc5f9fe4e72f66d315975143c7ab4400c6242c7a272,0.8016030562678903,816,0.7753262600443194,0.8854415001657726,0.7634696597471967,1,4,31.340540721611205,0
Adobe,Jessica Dubois,Cybersecurity Analyst,2021-09-11,2026-03-30,e69f37f5cbe0c660c6f01676a5e767a0b2af095780c42b524f2579f14654fad1,0.6924427934779521,1572,0.9314968865342035,0.8824383165158494,0.9380964536540077,1,4,15.992211497009754,0
CompTIA,Joseph Martin,UI/UX Design,2022-06-21,2023-12-14,86a0c5e363bdae407d61879b0d80783777356c14891158002bbdd4e54bd3eb10,0.7797534180532928,1289,0.885127583530612,0.9210036377213686,0.609204501107288,1,5,17.331944782552444,0
TU Munich,Yuki Thomas,Data Science Professional,2025-05-16,2027-08-15,77c1ce4e9d0a1a93867ff5204a0fdaabfeee5ea267a3afdf92b06cb64f917d71,0.8051914741585119,229,0.698116114448787,0.9676937263586193,0.9189002546807539,1,4,37.820867570288634,0
TU Munich,Karen Harris,Software Testing,2023-08-12,2026-12-01,b13d1723000a5d11d1d4dc87f126d8fdf64bb3e8240bb0c9e4426648e2bc0ab0,0.715921834761223,872,0.8592502466138622,0.8947684005408205,0.8397307994848137,1,8,72.76738532681351,0
IIT Delhi,Christopher Hassan,Network Engineering,2021-08-05,2022-10-06,00300c92b643e076635db9d66c592bd04bb23ab96c20fd6641551dcbc1ab50bb,0.6329418162882826,1609,0.4746828742696067,0.9080328577940073,0.9379084410607958,1,4,71.80437411169035,0
Coursera,Elizabeth Davis,Software Testing,2021-08-31,2026-05-05,9cb3f68b2621bc961b8e25892a6fec072be6119e0ea994330b69bb09acca626d,0.9834684129749073,1583,0.9299585781581953,0.9824365561669592,0.8847522520619551,1,8,40.67938975584453,0
edX,Robert Martin,Mobile App Development,2023-05-22,2024-10-23,f47336fb993b45ee012e8028e97246d620417214934ee559bb1a3a03ce493347,0.8034723218621448,954,0.9231110615732917,0.9758922339844514,0.6818179927940912,1,5,33.517091588339305,0
InstaDegree Corp,Yuki Hassan,Big Data Analytics,2020-01-02,2020-07-15,3078fc7e1d039f1ec7b837b4cc2e4b3286d4a53309716a6e9a78aa753280a155,0.2537,2190,0.3056,0.5647,0.35,0,0,15.13,1
NUS Singapore,Thomas Wang,Digital Marketing,2020-07-15,2024-04-27,de3297cf9be25c14c0e424ebe271f7a3ce3115420d3b3468bf438e165330ab38,0.6803076110984585,1995,0.9554006178513765,0.9003339943838551,0.8260956312861484,1,8,30.647824420598372,0
MIT,Wei Santos,Digital Marketing,2020-11-12,2025-06-27,24353f981ecac8a7701aa46e50bb884867d5503da623c0110d59aaf34d3bf7d2,0.9338975739101105,1875,0.9933464185290605,0.9641936230318322,0.9252092273919271,1,7,58.34089730445637,0
AWS,Yuki Jackson,Machine Learning Fundamentals,2020-12-30,2022-07-23,de996e1a9fbd33b0d71df45409273eb20f311b27eb2c5a2bd1d7b8686e2c0401,0.7674097164296657,1827,0.8439173943698827,0.9456311495695238,0.9211486870103391,1,8,1.9724869611232325,0
University of Toronto,John Hassan,Mobile App Development,2020-08-26,2025-07-05,cc70bf1bd8d686e102302838f4cf212ec59e2261c7a5dbdd7fa37b877b85eb18,0.927293228275374,1953,0.9351414504249534,1.0,0.7503973603067184,1,4,105.07526122862106,0
Stanford University,Mohammed Thompson,DevOps Engineering,2025-09-05,2027-06-04,31f7ffca1f647eb208e948315427a26cb27ac10d273e821add294c6134a75cb9,0.9499482375678955,117,0.5702810462394523,,0.774044421895812,1,6,32.391923545050695,0
Harvard University,William Johnson,Natural Language Processing,2022-08-24,2026-04-23,72d2fae94a61a7b380dab6110a20a6a4cf45204d5eff30fc130457ef94f83fc1,0.6891633041538404,1225,0.7088954134573514,0.9919320082662689,0.8073105583636938,1,4,60.21458645533515,0
edX,Wei Wang,Mobile App Development,2024-02-06,2026-10-15,54399e5587fb65e5e98191d957eb68d96dc9a1fe45205c48e942543953e78a2b,0.7863896001294906,694,0.8508509248209238,0.9841692988120672,0.941300626429492,1,4,44.126725428680665,0
IBM,Fatima Martinez,UI/UX Design,2022-12-03,2026-12-01,489f6ca728f03f276d63efbe6814afdae6a1ee610bdfa76c42efe3ec54fcb9ad,0.7644755273128854,1124,0.9395013466629857,0.8769292414484121,0.9742433689541611,1,6,93.67210301526202,0
Adobe,Mohammed Dubois,Natural Language Processing,2024-12-05,2026-11-29,ba0b2fff1dc39a83c77132eb1f5fa453680994add2c70f3b9dd4da562710575c,0.846514988147565,391,0.857137425575508,0.9125047684292267,0.8777391034074601,0,7,0.020029111418875714,0
Stanford University,Yuki Thomas,Data Engineering,2024-02-08,2027-10-11,6126ee110fb61d19984e7a86722d34fbebe8c6998c60d53ac0fc9b2ad191fde3,0.6025131598668584,692,0.6588153601951048,0.8765317963984781,0.9791499892715329,1,6,10.913526909277328,0
Oracle,Patricia Santos,AI & Deep Learning,2023-01-21,2025-07-14,06f17eabb6d3643f2408178d431f436ce62bf91dcce8e85da3402d7a847178ae,0.8508383751333228,1075,0.6402616132880075,0.9460376713412653,0.6022623980667335,1,8,33.84760294341756,0
AWS,Susan Garcia,Big Data Analytics,2025-09-22,2028-06-21,98002c5af972dbf718fcaec582d9e3683d068135007569455859245b7f90d664,0.8841106901084483,100,0.8140941627427976,0.918769486715714,0.7578208293223623,1,4,2.2412006548218626,0
University of Oxford,James Tanaka,Data Science Professional,2021-11-04,2024-11-10,1bdccfadd7065a62cb0d8d0b6fdccb1585298d2a12703a744ccc9aa7d2f95fa6,0.577942427526921,1518,0.5916728531767181,0.9441311969892164,0.851222116807293,1,3,61.144803637600646,0
Adobe,James Tanaka,Full Stack Development,2021-02-17,2025-05-17,69fde404c94b362b9adadef0e07efaaffbf52835a8903d722b7f0835b213eaec,0.5333437736351231,1778,0.7059665178208259,0.8675839097543422,0.7925005466348057,1,5,6.594345282827335,0
ETH Zurich,Thomas Martinez,Data Science Professional,2021-11-13,2025-09-10,fe6fc3e7ed46ade21866bb3cc8e4f604349fb6f5140250edd5d8de4821d54798,0.9437771880618635,1509,0.8369706354652678,0.8649140470290761,0.9324495021209754,1,5,32.16438633628258,0
MIT,Ana Ali,UI/UX Design,2021-01-21,2023-11-06,b6487cc310d80e3cc04a6d199cf5d574623257a72966cb44a2339eb924d6c888,0.7976698576446888,1805,0.9296189030487055,0.9758559584861942,0.9316833099562436,1,3,33.24040097651723,0
FakeUniversity123,Arun Brown,Network Engineering,2023-10-27,2026-12-01,ce8fc18fc2428ba759438f1f4c52aa9a439c7c5b1b8edbdc6d0befbbd56baf8c,0.049,796,0.3263,0.5443,0.1244,0,0,11.71,1
TU Munich,Thomas Mueller,DevOps Engineering,2025-01-11,2026-03-04,ff267c59ec87c4499e62b273c4febecd866b26df4c507522dbb014ea7685d0bb,0.8709627074059649,354,0.9552055766483251,0.9587392366452507,0.8105422202889746,1,2,94.50340404873336,0
Harvard University,Susan Rodriguez,Agile Methodology,2021-01-15,2022-09-21,39cd233e4ff7b610e0992432174c4fd02cd7609a2dea2b1c15ffb1de21872368,0.8905685152425695,1811,0.9188318806893182,0.8691164960072334,0.93166509701072,1,4,4.146503521218198,0
CompTIA,James Kim,Quantum Computing Basics,2023-07-07,2028-01-29,42038d810086438d6f1d58e5fb40ae77c3bec188433b1109eeef27e77ac6828e,0.7546748020396041,908,0.9685513379923867,0.8859892688863849,0.9530490035170438,0,7,47.644831269790195,0
Oracle,Barbara Chen,Blockchain Development,2025-11-28,2029-07-29,bf99b239023e16bb4eb1749b7a860878067f5ffb22f47a4a4094b60f1a1cb7b0,0.9148643689514927,33,0.8489688030953013,0.8923323281961124,0.9500634904031597,1,6,15.274625244850636,0
PMI,Sarah Taylor,Machine Learning Fundamentals,2020-06-18,2022-01-29,4866e70c62aa29ff38ce2f975755eb97882c970ae270f172789f8f87c5063580,0.8699866962944536,2022,0.7772172457016826,0.8844162065962392,0.9006092282289624,1,8,15.532925465444373,0
University of Oxford,James Brown,Project Management Professional,2022-06-23,2026-08-04,48d0160b33328415537ba969f4668b1d17f74675679950d18785f6bb8f46a285,0.8943203240736561,1287,0.9404026421748167,0.9460738488342872,0.9089870544690329,1,7,21.770888144335487,0
Stanford University,Mary Hassan,Cloud Architecture,2021-03-23,2025-04-21,9e286f56660200b24c6b863f703961433be4b33156ecb8f55b0093f65323adb3,0.979566441329294,1744,0.7853750492821853,0.9567041029065498,0.7548976650872545,1,4,7.083581907415899,0
Columbia University,Patricia Johnson,Cybersecurity Analyst,2022-11-14,2026-11-04,be0f4b10bd3686da555e4dee0f6b90dcc4b84fb449e256d26e884f9024cd6410,0.7255730572502539,1143,0.8653146848789655,0.9305083210364337,0.7666586058817428,1,6,7.992274127776776,0
FakeUniversity123,Barbara Martinez,Cybersecurity Analyst,2022-12-18,2023-10-27,7f06fe1eedc3e0054f4dc6343c93369389e5334903c20d99982cd5f6d60c205f,0.1672,1109,0.3864,0.9124,0.1129,0,0,217.17,1
CompTIA,James Santos,Business Analytics,2024-01-06,2026-11-30,0708b4c8ecccc97347f35c672b109d1b533d85aff4fd066f3256ff54c9f5b050,0.965406075533347,725,0.8701765753302063,0.9497803928392193,0.9505658608297551,1,5,40.852012962964075,0
Cambridge University,Fatima Brown,Blockchain Development,2020-06-12,2023-10-21,a13de788ee185ca11db8a7eb87a78518fd4c963322dffdae77788ab0f5367b81,0.9154674149865143,2028,0.7460213426686985,0.8153738285208282,,1,7,12.771063418275237,0
ETH Zurich,Pierre Kim,Cybersecurity Analyst,2021-06-16,2025-10-23,747b77a477befe391efadf900230d02610927073d29b7a8225c1d0af56d8c4dc,0.9015438551852272,1659,0.6717072457708804,0.9673079619475433,0.9366300846440693,1,11,10.300857971677585,0
Udemy,Mary Patel,Business Analytics,2021-01-29,2023-06-25,30659688ab32c3147b10510dc1442089f2e3292581068a1e1436e2b825aea573,0.708289437632814,1797,0.8662415745249447,0.9246248354494343,0.9373118228666527,1,4,9.875499467360939,0
NUS Singapore,Fatima Ali,Cloud Architecture,2024-03-28,2025-05-05,15d5ffe0b9a15e0e1581c114132c44a50dc212f8456df41d0dd950213208e73e,0.8516274787187151,643,0.925710130067248,0.877431936332935,0.9036509087873208,1,3,7.59044963279882,0
Udemy,Mohammed Wang,Cloud Architecture,2020-04-16,2024-05-20,6738694146fd04544f5e977cab3e33ad9d73b0a08ad4674a6919083ded27aca0,0.7407168512955521,2085,0.836573288789892,,0.997979230950754,1,6,49.960006067767345,0
Stanford University,Mary Davis,Cybersecurity Analyst,2025-01-29,2027-01-02,ef1a6f4557864662444e85f8285d863f8240c3a776aa6814f69f95680d6e06e5,0.7899831722387894,336,0.8889605550131517,0.8883313167273468,0.7236100456066762,1,5,5.529698719950804,0
Stanford University,Jennifer Rossi,Data Science Professional,2023-09-24,2028-04-07,bec7afc2d1342876203347670ee98bcc28d4b03a40ab53ff6601b9019fe59299,0.8209967595706295,829,0.8347654558445847,1.0,0.9027997842551767,1,11,46.893449072960316,0
MIT,Robert Rodriguez,DevOps Engineering,2025-02-18,2026-12-31,d5056858a39e4d73af475564c3c6cabaaf1e13943815539e1adb35c9d764bb80,0.5419080469486418,316,0.766057264304127,0.9342216280286414,0.8883932234610523,1,7,133.176157671947,0
ETH Zurich,Thomas Thompson,Computer Vision,2020-10-03,2025-01-27,d69090cf02b5c3e5c88d1e8ad38be9f4f9dfbbb2138784a07df594542679171d,0.6222920723331453,1915,0.8086666399809803,0.9748121028102461,0.8230952063612204,1,3,32.82575226517846,0
Coursera,Elizabeth Johnson,Robotics Engineering,2020-06-01,2024-11-03,10fca3b04d0cbba70701178c30542c44b2da07f78329bc7504f6e73171a99d9a,0.7807986725275676,2039,0.6815365213554964,0.9275125611543237,0.9281485632509684,1,6,28.189461731046922,0
Stanford University,Jessica Patel,Machine Learning Fundamentals,2025-01-19,2029-08-09,629182f708be720ee26baeb27bd57c348416d178b132f23d9442439e5e50afe3,0.70587505274868,346,0.8833911193993511,,0.82792848030329,1,7,18.07126989747885,0
Stanford University,Sophie Wang,Mobile App Development,2023-05-25,2027-03-11,aa7c2b2c9ceb0c5ca3e5a5e3adfde3dd1b58654754c89f0202c1f1e8a2c63f5d,0.967262135969806,951,0.6976719132721906,0.9088763678835162,0.8077648068394073,1,9,1.6526638647348502,0
MIT,Mohammed Smith,Network Engineering,2025-08-06,2026-11-24,4046a42c238ee4b0a5524716f2e640b9662da1d067c665a183171751b56de5ff,0.8295961945474145,147,0.9352292609377671,0.8967011818966893,0.9341720094740182,1,5,19.402054100805834,0
Johns Hopkins University,Patricia Hassan,AI & Deep Learning,2023-04-17,2025-08-24,1c3eabe34b1c39534eecdc1936474959004105c921e62ad6d4a4a473ea805058,0.8908300682194364,989,0.8602386092271896,0.9224602505537984,0.7970682393147496,1,5,42.43173944720476,0
Yale University,Christopher Johnson,Data Science Professional,2021-03-19,2022-12-19,35ae06ba2a41cccbd8d8f655bead573ebf424e96321e264badae30bd696a74dd,0.7358123080232841,1748,0.7968819632099676,0.8942263967383723,0.6999657879213788,1,10,37.67170287294339,0
IIT Delhi,David Chen,DevOps Engineering,2022-10-30,2026-05-23,08b916ae90431a2a86c963e6f4b744978586c82660f9e68dda45df35ff16e4e3,0.8844962403569769,1158,0.9009380253372496,0.8989741990243918,0.9855638584540204,1,4,10.17649073424276,0
MIT,William Miller,Network Engineering,2021-12-17,2024-06-15,a535a5aa05b657bcd83c6af425cbf6fad447adc3ffed796a1309c4df68b3bd37,0.889790120469921,1475,0.7850697315017175,0.9184218718434664,0.9693435698570486,1,4,19.014788266473335,0
NUS Singapore,Ana Ali,AI & Deep Learning,2024-07-15,2029-05-10,3d575d2ac369cfc501c14260f11f572932cad311cc6ade299a0687cc1863831a,0.6612063656563665,534,0.8970831045484378,0.8642698643398137,0.6714647836017642,1,5,10.008095611567441,0
Cambridge University,Barbara Rodriguez,Cybersecurity Analyst,2023-07-24,2028-05-22,50df5c2d1ef8062f1f770514428ba99cf995c61a2ce89d42ec9234d1a2f50663,0.6918574068673219,891,0.8738180434186597,0.8829907511657948,0.8648082459064141,1,6,12.42751702909054,0
MIT,Karen Harris,Network Engineering,2022-07-13,2024-10-17,556b38c649b2ce322e9f1f007a7a1271d43759702b833a6e12f7341503b20952,0.7748323237442784,1267,,0.8864098943413528,0.9553620569206607,1,8,36.8175210751177,0
MIT,James Kumar,Data Science Professional,2022-12-12,2025-12-10,5988137d51c8ea3d644ca80c128079b95779d17deba116a9a6dccf341b604ccf,0.5766101745233693,1115,0.8922356297728664,0.989200785946634,0.6568131665631854,1,3,33.95555202802046,0
Johns Hopkins University,Thomas Garcia,Mobile App Development,2022-07-06,2026-09-01,4a7a36d1f362a0bcb6a0c58b8d5dc34301cb8b4520a1b3d42a053d1ac1fbe94d,0.8341301617252509,1274,0.8485068184229826,0.9408158908818333,0.8194282559439482,1,3,1.8918272284664788,0
Yale University,David Martin,Database Administration,2022-09-14,2026-11-03,4f7397f792c3157f436e3fef989bdd687eb7f29990852007a22136612be4a180,0.7307454463467646,1204,0.8693379503243621,0.9320683867255711,0.8896705067214085,1,6,51.64558391870577,0
IBM,Linda Davis,Mobile App Development,2021-10-12,2024-08-12,aed53a6fbc1a3edf06e0c909d664fcbdcfa77bfa8c4de831bd9fe4042438f55d,0.9425337616563106,1541,0.8309791861726715,0.8751844368452053,0.9849550184284238,1,5,5.647982246078016,0
Salesforce,John Kim,Data Science Professional,2021-01-21,2022-10-19,a2d9fbe9f32a236ce1e50021e00529f35f872efd526bea91f53921e539f94aff,0.8314808117083682,1805,0.8359131140790983,0.9098700574503904,0.8860521169687815,1,4,16.086540730353562,0
Salesforce,Jennifer Jones,Database Administration,2022-05-13,2026-03-22,817e686869e19ae75ab00b307d125519f72713ed3d0a6050964f64d4d3cafb32,0.8634638713477969,1328,0.7406783350701218,0.9322341111072492,0.9783212833777384,1,4,62.70585107319381,0
Udemy,Elizabeth Martin,Robotics Engineering,2025-11-29,2030-10-28,f6535d4655ec8baa568a9340b83d2634bccc481ebb82d2c5f1e478491c7c40de,0.8473948509531656,32,0.6330658357579483,0.9758861928609726,0.819967016450632,1,3,26.968943015960384,0
Coursera,Richard Dubois,Robotics Engineering,2020-10-11,2023-07-21,afbb898a3290e51e9f09657b54138b114d42c43eac5ebf099db10a9b2162e2b6,0.9105409010615595,1907,0.6924578887603657,0.8696710783523383,0.9756635273546643,1,4,101.08981986074211,0
Yale University,Richard Jackson,Software Testing,2025-09-16,2027-03-08,c3c55c336e22e1814ab42dfc3611f5ed105ec9e89fee39a05035b4a9caafde67,0.7560889788279656,106,0.38380976652168164,0.98332371837598,0.8127494924059202,1,7,64.96089893451662,0
Adobe,Priya Wang,Database Administration,2022-07-31,2026-12-14,968433a0b1396fccafb71c7f5284497ee12ca9f38ae96de33182e9bb34524e4c,0.9439302664366735,1249,0.8884999855871856,0.9134947233076809,0.9393178929267869,1,5,1.6983076762421883,0
Adobe,Elizabeth Martinez,Digital Marketing,2023-03-25,2025-09-04,5e5b3452cec8743700e08faec312ba3cc587846d0b390125effe038691be06ca,0.9224605098841676,1012,0.8298087168690602,0.8565640975715806,0.9780928106545538,1,3,89.42001847367949,0
Stanford University,Joseph Kumar,Quantum Computing Basics,2022-01-14,2023-07-01,e5a50d5655667ccb5e32a315a932e55144907cccab6b789fa78fed868cef6488,0.676288090717867,1447,0.9608385576479783,0.9307889763439423,0.9015163378779852,1,7,19.39525096744603,0
AWS,Michael Mueller,Business Analytics,2023-10-18,2026-01-02,c4d1a9389fa306328ccde672df21110cd76182e2deb4204f16c8d715853f6315,0.6379859384023393,805,0.8302841867618024,0.7990136587967316,0.9603447011949818,1,6,26.19106128934595,0
Coursera,Robert Ali,DevOps Engineering,2022-08-20,2024-09-21,11523b337be33937987dcba5a33c6e6fbbbcb58457003466c1340a868235cb58,0.8829151269294235,1229,0.9508943342965122,0.8818465257437142,0.9472364085491745,1,9,30.630675038176662,0
Oracle,Ana Brown,Robotics Engineering,2024-08-13,2026-07-21,7d723752ef5571267af4c244086331e9c5bf171e7ce302d2c492a747a67ea8da,0.7506419807596227,505,0.7323510482697284,0.99526973550045,0.9251341510012208,1,4,45.39866092923813,0
Salesforce,Richard Jackson,Software Testing,2025-08-16,2028-08-12,2266110ebd251e1d45bd413e05f74ba218512aed3cd813e1a6d0efdadd3d78cd,0.6611732682097556,137,0.932299733253818,0.8390795154940334,0.9358635564810934,1,5,17.55948407017253,0
University of Toronto,Priya Martin,Business Analytics,2024-12-31,2028-06-12,328eb8d873d8098110bda2b8bdc7bb827357fe1bdceed28a07a8cb46b83743fa,0.7586349600841151,365,0.8573524953243296,0.8661403983549187,,1,6,10.524623083369141,0
IBM,Jennifer Kumar,Big Data Analytics,2024-06-18,2026-12-07,eaed103b3f5b30d9fa3a66d98dd86118ef45f99a2c02427f745f28331cc4a502,0.9271370266424173,561,0.8582666092899287,0.943162370113328,0.9781470037836576,1,8,74.99917542038169,0
Udemy,Arun Martinez,Quantum Computing Basics,2023-04-20,2027-12-09,ab265b88ca9b4b0e1bc4232a5c8bd5373611d11a823f1639dcdfabf53c9e6b3f,0.8397894059031306,986,0.9759938195548549,1.0,0.7924854542613938,1,13,10.626616919172895,0
Yale University,Susan Santos,IoT Development,2022-02-05,2023-11-21,0fc1d2120c0a88123e9860defef5131de8a1d8db663f029c253a049583cd74ce,0.7004028293035104,1425,0.7696908168122063,0.8944922748126869,0.914562908428887,1,8,22.944730665772973,0
Cambridge University,Arun Jones,Cloud Architecture,2020-09-02,2025-03-26,882905f9605440f8a435fb9bb5cd819c8844555eb2ef852ac1157900df7b3a00,0.7462139729054141,1946,0.7588925301835859,1.0,0.9228674353365613,1,5,10.652464212936325,0
MIT,Sophie Rossi,Software Testing,2024-09-02,2025-12-10,d121d5aa2c7c32fce0df2203ab7a83b2aa2a9935b1a715d02adf7aa01c546aab,0.8705575702497097,485,0.8914483771688977,0.9904759162079333,0.6187981052866082,1,5,0.3497766356030106,0
Oracle,Robert Martin,Computer Vision,2023-04-14,2024-09-10,cf3587a1603a4256bb32e6ba408bb437895e79121d44ea80f59abfae17a54ab4,0.9082241358559627,992,0.7638258594560186,1.0,0.947450421195517,1,6,90.34376333276609,0
IIT Delhi,Mary White,Machine Learning Fundamentals,2021-06-26,2026-05-31,b1ff8ac64435aa30dc0698678c313b9191db29c5f2f760d4340caf6759d49cbb,0.5688405721298251,1649,0.8833650290532885,1.0,0.8040078795669068,1,6,15.597679595336,0
edX,Patricia Martin,Natural Language Processing,2022-01-04,2025-08-29,917b70b41ef411c1cfe8f5fe33714a1ff1caed9864084b3a34e1cb0899707501,0.9290573148335269,1457,0.9184111336874763,0.9142181185982619,0.7182105367018219,1,5,41.70520195111259,0
Harvard University,John Smith,Database Administration,2025-02-24,2029-07-07,dff02fc930543ac1329a40cc0039a428030aaabe19f99f29c8fdabd58255b1d9,0.9326475759378752,310,0.8654514599487697,0.9320503342590056,0.8899053737275798,1,7,34.57961059699967,0
Adobe,Patricia Jones,Agile Methodology,2023-11-29,2027-05-01,00b3bd547587b3636cd2e1fe91b24ccdf0d92279c2e7fce1b828c77ac63615e6,0.8919755688049186,763,0.8446796000859246,0.8255300742116499,0.8856328191531545,1,3,41.20274097642037,0
Harvard University,Ana Jackson,UI/UX Design,2021-06-16,2025-06-02,dc678278b3a2c1cfe21f7b34c95701d87aa937a21554986a9629a1523449aac3,0.6680086596243276,1659,0.7494741365022073,0.9159970470059745,0.8326689196210957,1,8,0.5002267084483049,0
edX,Sophie Thompson,Blockchain Development,2023-01-15,2024-08-15,d032d498c154814738f8d9c1f544da2667b72e38ccf4018e84979b75d4602e92,0.8795588529697994,1081,0.9197143827639013,0.9058142551283114,0.9002742170284943,1,3,24.019936517025606,0
IBM,Thomas Anderson,Data Science Professional,2020-05-17,2022-10-31,45ecb4844a552b12828b3bb4f502301ff2393a4d878180dcfad1f7f3d439e2b5,0.9725374342644066,2054,0.8016289052084359,0.9007097876446083,0.6550061085398569,1,7,3.5982305657348013,0
Google,Thomas Garcia,Agile Methodology,2025-03-14,2029-01-09,b4e7f33bff22cc643d24c7b54ab5cf90727719b2d56e7c39110dfe1aa1cf7ca7,0.8314115050208303,292,0.9496854663879133,0.8555954747247568,0.9147471599945705,1,3,37.97214972220524,0
PMI,John Jones,Data Engineering,2024-02-10,2027-02-19,774cc2f1fd65f726f3fcb576e235e3085e9ca2c6ed9705f0952c02f8c1e1d582,0.8252489352622143,690,0.7121560965647038,0.9431937049121517,0.9464164380572473,1,9,2.547755649485131,0
Adobe,Yuki Kim,Robotics Engineering,2023-08-05,2025-05-25,464d5a61cd0937e7c8c3e022da367741fa48c036ddfee35166f2baf848bea2d2,0.825910812875164,879,0.5556804377420788,1.0,0.9785541067086444,1,8,34.30649232616641,0
Oracle,Carlos Miller,DevOps Engineering,2021-11-01,2026-08-10,7d8560e874613a2d2c97d88983e814a4c321ab92db96e8eddea20d2e61ca1aef,0.870907134179036,1521,0.7553897330590247,0.8789377631143637,0.8543256774788499,1,2,12.812746024127549,0
Oracle,Elizabeth Anderson,IoT Development,2023-01-20,2027-11-14,b13b19b1c10bd218c94fb7752f200db089f90f3e4cc60b465203aa15b99f373b,0.798067863509583,1076,0.9613522292229459,0.8527154080258035,0.9237828972357206,1,4,70.7794279772599,0
University of Oxford,Richard Brown,Digital Marketing,2025-01-25,2027-06-12,7abd44caff532d77d1ab3c9c5a86a2253d3ba10adec82c7fabb3090f7e78df53,0.8216422231204463,340,0.9168211316386018,0.936605558586435,0.9360024787485937,1,6,19.46508991435069,0
CompTIA,Patricia Hassan,Project Management Professional,2023-12-16,2025-06-28,807ca0e771ae327abaf706ebc5cc97f3b230818f8d63a0ff746399e7f3dcb4f5,0.8751548144558747,746,0.8893369209439085,0.931133739041456,0.9033912159936474,1,11,27.115027137270697,0
ETH Zurich,Wei Ali,Cloud Architecture,2020-04-09,2022-05-05,236ded88d3862145968aa095683a11200be5f74da169c8e5e853cda466a8039a,0.8300702947341719,2092,0.6969394063402736,0.8828248780539645,0.8870385315455587,1,5,4.788593395164471,0
IBM,Michael Jones,Natural Language Processing,2025-07-20,2030-03-28,7968304a216427bc43ff3f5c0cba175700ed33089e958753b3d07385413527be,0.9166579764448299,164,0.7382535467401807,0.9158653520868482,0.9272137936794995,1,4,52.58673386558348,0
Stanford University,John Davis,Digital Marketing,2021-03-11,2024-10-15,c72becb644b28b4d2becea3c3830dc6597843a97bacef233d0b9ef102c7630d1,0.9182975226440737,1756,0.8664081133613474,0.8864851653103859,0.4964525934269978,1,6,42.84533743485832,0
DiplomaMill Online,Sophie White,IoT Development,2021-06-02,2024-12-23,8bbdcb697cd09112abad283d0d5d828c855198743805227e50382f0173b26601,0.0569,1673,0.1229,0.4673,0.2002,0,0,495.3,1
Cisco,Jessica Martinez,Cloud Architecture,2025-03-09,2027-08-01,4c6f8a95dc875ba9d96a0cfe47de436358edb9ca219b60e887c912d1541f3123,0.5798536151220413,297,0.9463920782405129,0.9534725075742897,0.7631371645793213,1,3,22.259679931824515,0
Salesforce,Yuki Wang,Database Administration,2021-07-09,2023-01-30,245cd3f63cdb084c94c8b8c80305d76cfed52c007f39397f93e76ad9b5c501d6,0.6898355786557787,1636,0.8066206246790649,0.9112895926829061,0.9332898625518001,1,5,2.5667414844961773,0
Stanford University,Susan Harris,Database Administration,2023-08-09,2027-06-19,4eb25685b6a50a14b7eddefc42229d071111f3830fd129cc211df1cff18b4214,0.9169963053571024,875,0.941766647040305,0.9132012407477645,0.8652225642765635,1,4,92.41117062179889,0
CertForge Academy,Christopher Harris,Natural Language Processing,2025-12-22,2030-08-05,9620c658c857bb9d53fa246a8a5f984a6fe512d58af8b278de9351c85e563cf8,0.0695,9,0.1816,0.6093,0.2751,0,0,9.61,1
ETH Zurich,Mary Dubois,Database Administration,2023-03-25,2026-10-29,dfc3747041e58810c7a67b90ec3c605e8f1dca4e858dbd9e75684e276580e399,0.8879252574933364,1012,0.9873015768719483,0.9493455715378285,0.8283284624096778,1,6,19.638221826659542,0
TU Munich,Sophie Garcia,Natural Language Processing,2021-11-15,2024-12-22,9aa77acc5feef747a506c9c399d6a32bc3c0b32359a0367d5c04ba33f7d695af,0.7069747370837898,1507,0.6029365834257341,0.9264719087272162,,1,5,29.843324481506144,0
QuickCert Ltd,John Chen,Digital Marketing,2021-08-14,2024-10-08,e23d446a878770f5ccb1ed95ea4a75095d90fc53f100923c2bd6a70ac68e9674,0.1401,1600,0.2672,0.4268,0.1029,0,0,86.72,1
CertForge Academy,Mary Rossi,Robotics Engineering,2022-08-04,2022-11-14,91adb07cf58a10d886025630abd6bf0f397743503af51cf15a58490cdf110265,0.1451,1245,0.076,0.5214,0.4299,0,0,74.8,1
Yale University,Richard Kim,Data Science Professional,2022-04-30,2023-08-18,e22d260b3e4188ab9be317236d489dcef924e9e63317d0bff06364c558202856,0.8820913690323678,1341,0.8938530809228376,0.9444958654536256,0.978081499005611,1,7,27.445881966815882,0
Cambridge University,Pierre Jackson,Big Data Analytics,2024-06-20,2026-05-28,4f409b86345b547a0ab1c3375d3feebff2f73ad54d2a29ec0f9932b2af2f5322,0.7524486553649841,559,0.9231657478203759,0.9982937273796182,0.9960218827538373,1,3,2.2826729979392053,0
ETH Zurich,Elizabeth Taylor,Mobile App Development,2020-08-17,2023-11-14,888f254265f4262ab2115c6ead9fa94a1e9714a5a455918b87fa159dc86500fe,0.876043617731965,1962,0.8597756889988623,0.8435659640762512,0.9385467625754397,1,7,20.059217722439243,0
Harvard University,Mary Dubois,Natural Language Processing,2023-10-19,2027-11-25,d7596f7e880ef18f507a310db2205717fa9a95a2ac1eaf5154d02a062503dff4,0.8359784214736808,804,0.9508732879102288,0.8514524256391268,0.715583445537336,1,8,16.891526491806655,0
Coursera,Michael Dubois,Agile Methodology,2023-11-21,2027-01-26,1036bf6df9982140a167d7146d56067bba56524a6063be25c48445b5b345203e,0.7251430186231219,771,0.7375348387181776,0.8809437912211472,0.9417271995461448,0,2,2.1476789933034928,0
QuickCert Ltd,Arun Wang,Business Analytics,2020-02-29,2022-04-14,59c7c409f7443a9083092301a8a9e8b75c6ea438195cca48edcde000ab1be990,0.0895,2132,0.6775,0.6979,0.3084,0,0,105.12,1
AWS,John Garcia,Quantum Computing Basics,2023-12-13,2028-03-07,393f9f2e618eba9808860611f87d3714b2f866b26e64ed95fc1e4c7ad8b22ed6,0.943566763148207,749,0.8539003240648195,1.0,0.9184746330247548,1,2,6.879584156297417,0
Columbia University,Michael Rossi,DevOps Engineering,2023-01-02,2027-07-20,2dce06b76a0a3e2f2570485bec188d918c34fff75f37dc02f5ba3f0672cf7cbd,0.7356877616330169,1094,0.933361119861946,0.9070724097828944,0.9234739701608009,1,4,6.681894562887078e-05,0
QuickCert Ltd,William Brown,Database Administration,2025-04-03,2029-01-22,603705e73f6598f,0.125,272,0.0366,0.5751,0.0933,1,0,4.74,1
CompTIA,Mary Rossi,DevOps Engineering,2024-03-03,2026-09-17,7d1202fe1311dd411ec74708d123dde5f0cdd17041a5809d3e9b13a0c2cb3d50,0.802848180557572,668,0.8547988386682382,0.9133417209455025,0.8393294709487709,1,6,2.3290605300652536,0
Cisco,Christopher White,Machine Learning Fundamentals,2025-01-29,2026-11-25,47d0d49178da76fc27203c7784a8ad3ee5a21c2fc3d915bafdf5ad942fdef214,0.8404580331211693,336,0.9159374349797142,0.8939441908622388,0.8105735272495982,1,7,14.72509772961439,0
Oracle,Mohammed Wang,Database Administration,2021-03-04,2024-03-22,937351d7aa9e7ac1c56283fc485f26dc071b3779eba0b88511779d41fc5f27e8,0.906337327250895,1763,0.8745575091570292,1.0,0.7903131398929903,1,10,10.620074089690297,0
CompTIA,Priya Martin,Mobile App Development,2024-06-06,2027-01-20,bd2c94a8c5ebc199e8023fd2cfe1a8310bd532863bb07569eea0a49ea1555e3a,0.6443330395926031,573,0.9436970276654579,0.8799351243212249,0.8683775573494662,1,8,7.622742531493102,0
University of Oxford,Christopher Brown,Full Stack Development,2025-12-17,2028-12-28,5aa6934b6d601992a7dd91e98834a8481b74e1e2fc23662cdad7ee1314a0ffaf,0.9796403979963162,14,0.38265270067247165,0.9902299206910686,0.9350451705602015,1,5,7.29447919028406,0
Johns Hopkins University,Ana Dubois,Cloud Architecture,2024-10-15,2027-12-18,fd832e011210e9e939d686c9ca5da2bd0926e802d5a1aa458b4a44338607bc3a,0.9127115216117271,442,0.7233949968684629,0.7747767801711457,0.7925000923443426,1,6,15.050000399054465,0
Yale University,Susan Rodriguez,Network Engineering,2021-08-06,2023-03-26,92fb2af29a2214c776b08058fa317705d5c61c1319dbdf7ee803f74b06d64dea,0.9169288358803699,1608,0.6615205159846291,0.9110803086218727,0.9395018130776547,1,3,11.47721834108227,0
University of Oxford,Yuki Ali,DevOps Engineering,2024-06-01,2028-03-01,3af830251d5b5503345420baf7eccc1e3108cb17112866de1fb31ac6c2f9943b,0.847693249234441,578,0.7064432311151693,0.9017281538284535,0.8741332013752189,1,5,58.65658472278484,0
IIT Delhi,David Mueller,Project Management Professional,2023-01-14,2025-07-24,510437b3ec6360d997895923df82c51e929d3d5efcc41496bb1ecaee6dbf98aa,0.8976846470446971,1082,0.7395434530230859,1.0,0.8674956434488362,1,6,60.352122682775565,0
Salesforce,Yuki White,Business Analytics,2020-05-04,2022-09-27,63dd715d567383447a25b01b8a66deca35be367255211bec2d9a9899f411508e,0.9001994257168583,2067,0.6139949773494883,0.9751535327782808,0.9830115904050594,1,7,4.64884883760809,0
Harvard University,Mary White,Natural Language Processing,2020-01-31,2022-03-15,7e51e6ed0fd593d90c03707843b446a85533f969d4dfeef33bad1f27a19b8f48,0.9601587362267784,2161,0.8382494146462477,0.9241734488808079,0.5857321092950162,1,4,42.482651887148556,0
Oracle,Priya Hassan,Full Stack Development,2022-06-14,2024-06-17,7f80d8de400c1f1851a0cd51ceaa607d3e61c8ab04ff80ac9c894badceab8d89,0.7742792121097916,1296,0.7092135257185067,0.9416774755867962,0.9165456646880616,0,3,5.412481006167041,0
IIT Delhi,Elizabeth Thompson,Natural Language Processing,2024-12-06,2028-10-31,94a3f021d348fa6ea2442220d7c776631e8fc681c653b87b28371c5d5948f0b6,0.7800960958747053,390,0.8630496471914065,0.8725198456497864,0.8442346855760887,1,6,3.1086844249122936,0
Stanford University,Yuki Rodriguez,Quantum Computing Basics,2020-02-06,2024-08-01,1b38f101cffbb6a8baac2c63467c9460e1642028b99943f5cbae50995798d425,0.732981359880966,2155,0.742542460221732,0.9659897747165676,0.9650152098464393,1,7,38.02850547521624,0
Coursera,Karen Tanaka,Mobile App Development,2024-10-11,2029-03-07,0f62246f37c397d95d1b3e3d27b5cec75930ccd78305ba4da3d14a925d0185eb,0.8181980033997688,446,0.514987935511947,0.8903916835008311,0.8339431066550314,1,6,30.25704439327811,0
Salesforce,Christopher Thomas,Network Engineering,2022-04-06,2026-09-23,17f3fe028f5f57fd8706a9bc51e3aba6063ba5d4921675c1d487b6686574d88e,0.7559019848250733,1365,0.965102758601622,0.8565340283635978,0.8627576113942256,1,4,29.092846576247407,0
Salesforce,Richard Taylor,AI & Deep Learning,2024-07-04,2028-07-01,aba510b4989fc047ad5d32bbf48de69befa7792058684e3880a1fe1b96846c3c,0.7809839416811533,545,0.8652777277470781,0.954310074321715,0.9120078541578295,1,12,26.579319618115925,0
Coursera,Barbara Martinez,Project Management Professional,2021-11-16,2023-03-27,988c0a75e51e99bd208a0594effb8a1a83f4fabc8cda91cb074442a9e2ddf885,0.7874168035473632,1506,0.8252490998421768,0.9316955627601937,0.9673637470393711,1,4,90.2367212272013,0
NUS Singapore,Ana Anderson,Robotics Engineering,2020-08-07,2024-11-19,f12ffe62b2d8566b608025159281fe51829fa1c19f9211d4f15fe26d36cd529f,0.7998844837913373,1972,0.9327516493055555,0.9464186924757371,0.8822468596742998,1,6,10.364571354716563,0
TU Munich,Karen Chen,Computer Vision,2022-04-23,2026-10-30,aff4938ff88d98be7a1bfb2901a7795d09b13450ff7a9d702f893ef2177d73df,0.6093576973894558,1348,0.8069919087987619,0.9419597925145902,0.8967764689814798,1,6,1.366533133120385,0
Johns Hopkins University,Michael Thompson,Cybersecurity Analyst,2021-07-11,2024-05-31,105d9365317cd55465fa6498bfc353493783e069aba5dacfdd9907732ce03e4f,0.6877217652162018,1634,0.7165400450114039,0.8325600487775858,0.6490335072337011,1,6,4.656380104866789,0
Microsoft,Michael Davis,AI & Deep Learning,2025-06-14,2026-07-16,882971eb8fc643d5281dbd4c4aa0ad2834ad62b1d1b1207b60cdb4513e3a4809,0.6504980925215172,200,0.8709301075288296,1.0,0.9584730390336548,1,6,5.594723813123306,0
Adobe,Jessica White,Robotics Engineering,2025-10-20,2028-07-08,e8f88a63e8ac8f3d8c2bf4c14a94c66afee51859c1a083711fd290f7a6780bca,0.5603104040065577,72,0.6863410638098084,0.8670670268842746,0.8553942874862456,1,5,2.1699268610817892,0
Udemy,Barbara Smith,Cloud Architecture,2022-01-27,2025-04-03,03a9f13d3e5f32a8fbf2e1128aa40601bc445052d7ba79ac627df9c8c765d936,0.9487184945877415,1434,0.7706910597538046,0.9467954599494827,0.9805862268850872,1,5,37.55205648449243,0
University of Toronto,Richard Thompson,Quantum Computing Basics,2024-03-22,2027-12-09,8c86a0b059d75dc55d9b81ffbb2c10d396c3d25aef093ce8b761c2587b3d3c37,0.8025784242840379,649,0.6518927671171675,0.8423150730663832,0.9630099145945851,1,8,0.8209010938193404,0
Yale University,Jennifer Davis,Digital Marketing,2022-04-16,2023-10-28,6fb5754dbeec2428aa7ebab3d168ac9fbfdb2072dbf45fc7715def05402c5cd0,0.8055127366909244,1355,0.8093627148888772,0.9346435575156757,0.9722103164399618,1,7,1.273579815439096,0
ETH Zurich,Arun Rossi,Data Science Professional,2021-12-25,2024-05-29,e268f249f519fc767cc7731c11682829efe21ae06af7e4dbfbd4f86bfe432726,0.8548138432705212,1467,0.6864077622681894,0.889387858866722,0.8058416816439651,1,7,34.35295469780682,0
TU Munich,Sarah Dubois,Computer Vision,2022-03-17,2024-09-13,af6f89cd41b748b7b3141e22a8ce8178a243623ad417e3c0a1adead2388490e8,0.8037339809075403,1385,0.9119235675154275,0.8518985801252864,0.6636905541576524,1,6,31.044688716188492,0
Stanford University,Michael Hassan,Project Management Professional,2022-05-19,2027-02-22,87a1a9511d17dd330902ada47b5e9944e772c120aeef0800f00136769aaaf20e,0.648876394729072,1322,0.9302547904293356,0.9359388398026093,0.9565153754291809,1,7,0.3009238295623422,0
Harvard University,Christopher Anderson,Cloud Architecture,2020-02-01,2021-08-18,ebb37fdef70ba4ddbfe13f0813b403de2577bd31d4e23eee778e83b906064436,0.9014515760769556,2160,0.6026673359416947,0.9897547703137362,0.9000302261883042,1,7,0.23311582335136255,0
Columbia University,Michael Kim,DevOps Engineering,2023-06-21,2027-08-27,d89156a197ff6cad04dd414e25a38aaf256c9cf0015c8e792e0d3fba617902b8,0.7104517385205766,924,0.9111288046375173,0.966415190458302,0.9678796292793117,1,8,29.39471127422702,0
University of Oxford,Fatima Taylor,Agile Methodology,2022-08-22,2024-01-15,6f68e318e982bfa3322363a51725d75e1e1f03780a14b2d32b19aff9c343e686,0.7585215646493759,1227,0.674933258767745,0.9125635460600169,0.8655592648767086,1,1,29.957056503283837,0
University of Oxford,Sarah Brown,Data Science Professional,2023-01-10,2025-07-26,758b7e96300eb2f583fefcf81812493a7e76d01af23a5832ad639590e63387ec,0.9079693316946014,1086,0.7493985284029211,0.9545214688553803,0.9531868565981413,1,9,21.925659973201615,0
Harvard University,David Garcia,Data Engineering,2023-10-24,2026-08-19,51698eeb0b5856cc29a95a3cb1e324146e9bfd9ca8c0fbc6c02742a876a680cf,0.8208967750951767,799,0.8889135111315507,0.8912829069678596,0.9417159048286987,1,6,7.539643037771732,0
NUS Singapore,Yuki Santos,Database Administration,2021-02-21,2023-02-17,48d1e3640f45c2eab3a833531bbc560a86bf321b9762476e48e5548672bb26c6,0.7165699212060573,1774,0.9126434735027407,0.8803743010897029,0.7385731944516034,1,6,3.27087871110989,0
Coursera,Christopher Smith,Full Stack Development,2025-05-05,2027-04-16,314c21d488340c3351e252963c6b5c03cccf7b609b0a0c54b41f8428b1060f7e,0.1212,240,0.171,0.6949,0.34,0,0,48.6,1
Coursera,Mary Jackson,IoT Development,2020-10-02,2025-04-22,ce4bdd299b93d8d3322028e8fbae7a3dbd19f563a7a3dac174b11d7239dbc1aa,0.697729027927229,1916,0.9423966827028185,0.939999592220626,0.9581361332882601,1,11,32.31236923129316,0
PMI,Elizabeth Ali,Blockchain Development,2024-12-08,2029-10-07,d541a9965733311528445315d30692c195e80e95b2e2cc34182baeda3ae55464,0.6657578368581424,388,0.7582850945246883,0.9383369960837303,0.9416150748178314,1,6,9.753878025150248,0
TU Munich,Elizabeth Harris,Cloud Architecture,2021-04-29,2025-11-21,fde54fa28edc6b438a9e959de1806fa9c31a76952accf1b580847f26e671a66a,0.762159188359996,1707,0.7534396273473929,0.9099822786167813,0.7415171310896914,0,6,24.366126181504505,0
Columbia University,Elizabeth Tanaka,Agile Methodology,2022-03-23,2025-05-23,aaff6023d2e09f9e0a140e83d87aad713140e8e42e473661217d5ce813380bc7,0.8190374631730938,1379,0.8033506317816621,0.8851103802433788,0.7563223054423854,1,6,26.999591205255214,0
University of Oxford,Richard Anderson,Database Administration,2025-09-07,2027-03-04,0b738281fb4f072cbff76097bf548194851eda8129614c5a79564359124d0194,0.7350509296169521,115,0.8875276523511677,0.9698839835494739,0.974910533483579,1,8,2.7802179226346513,0
InstaDegree Corp,David Tanaka,Robotics Engineering,2020-02-02,2020-10-20,26422a01e8d4d99e2c8c1c578413438eb918c2c082e90e01df2c5a1efdf7415a,0.0051,2159,0.2308,0.5745,0.1599,0,1,170.21,1
IBM,Thomas Hassan,Blockchain Development,2020-01-12,2021-08-11,f4e8ce287fa340f72f2e06d050f63ce4feebe6d09f1b6270efe75699b7280a04,0.9542095426391988,2180,0.7422255447344809,0.8761924674082807,0.9263701764542994,1,5,1.4821002527835712,0
MIT,William Harris,Agile Methodology,2020-10-28,2023-04-16,316ca6e92202386865990fa981aa18992f8b75b756b8d1260646514a2353d0a0,0.7187257738946002,1890,0.8200111467876647,0.969927142402218,0.9869211955902623,1,6,8.746227700111028,0
IBM,Thomas Kumar,Software Testing,2022-07-11,2024-12-16,c2dbbec057579bcf5be3698fa77c6323aab848a77b14088066966fc5977d48f2,0.9441286175434709,1269,0.9391344120988055,0.8919801392967471,0.8211109432806057,1,3,3.203684189508006,0
Cisco,Karen Miller,Database Administration,2020-03-20,2022-03-05,479ca22044361274b5087e4eda61bad7f31829816357a084e09ebaafdffdcbf1,0.8552261732343825,2112,0.810349039004446,0.9190652884474936,0.8726520567925254,1,4,23.367225506164825,0
Microsoft,John Thomas,Natural Language Processing,2025-03-25,2027-10-18,d848b495f4dace9e1f57afb205374f693d9f442addf2bbe668c321b699f0c0f0,0.8506154257357321,281,0.6612493586433764,0.839857274127469,0.9848895450740958,1,7,31.764404177053,0
Johns Hopkins University,Barbara Taylor,Project Management Professional,2023-02-16,2027-11-19,08e0d2da3a422daabb2f3993bf832b35d20a4e0d6f27d0246b1788fe5c47ab46,0.5679931944323925,1049,0.9434881434741902,0.8704556628352801,0.9683410183934509,1,7,64.82329496818014,0
Columbia University,Joseph Santos,Cloud Architecture,2023-02-13,2025-07-21,bafa9936b41f1bf99852cde8b925e74e644b95521a9238ebb117f272f5b6f899,0.8912218929365104,1052,0.8342581641778264,0.913178831250791,0.8892268186662962,1,5,47.215561107522404,0
CompTIA,Robert Rossi,IoT Development,2020-07-28,2021-09-18,3ca1780e9199c0924cdccd1a51bf1a75a5704260b1c21b7e33dc9a1741e26497,0.8664721263252397,1982,0.7053639255078731,0.9963234042564653,0.9087994349180805,1,9,20.823802617717465,0
Columbia University,Jessica Taylor,Mobile App Development,2022-12-13,2023-12-22,f0631bfc15c45bc26588f62815a59e199057e4aa66a5800456d6c23cbeffbb0d,0.7992532059918004,1114,0.8168001815814868,0.923876188203882,0.8616518364959758,1,4,39.601834395669904,0
IIT Delhi,Elizabeth Smith,Quantum Computing Basics,2024-12-12,2029-06-16,9ac26466f9d7a203264fa996b12b36b7c7a31987f3881c7104a364f1e2068761,0.0979,384,0.369,0.6778,0.1127,0,2,192.5,1
Cambridge University,Sarah Anderson,AI & Deep Learning,2023-12-07,2026-02-09,95ce56e2ddba2e115e79ec8992e232a638a0ef3432b66c141572d4ec7c7e3ea5,0.8210644103142447,755,0.9026585272718031,0.9287417847555155,0.9499409300116077,1,7,40.048485931786246,0
University of Oxford,Thomas Hassan,Full Stack Development,2023-07-24,2026-06-16,4439a394292b1e0e22aa634f86e08b10f20fcc8136cecfa16c1d8e44f378dab9,0.797927034243124,891,0.7095798501614441,0.8330315161452098,0.9669353104157207,1,5,90.21971394344048,0
Adobe,Wei Garcia,IoT Development,2023-09-19,2027-12-09,db0b0ed57f4d4e9aca0c70ae3c83aea26eb0d448907559df25877690637be70a,0.705739034077397,834,0.8945028684511591,1.0,0.7899489967202131,1,10,6.438897179113282,0
University of Oxford,Karen Rossi,Agile Methodology,2023-12-28,2026-03-30,25c9f8678644393cb0299214164ded678109416a678cd37f27c675bb9f13d831,0.811014122696049,734,0.8991581639092725,0.8777588685251057,0.7697174553979659,1,4,12.256519162662666,0
Yale University,Arun Chen,Computer Vision,2022-06-28,2024-06-30,30dcbc03afcf53134df68755c8b16ddb9cfeed76065fd2abe66ba0cad52c07c0,0.9464711391280065,1282,0.7994695453815118,0.8389095749872963,0.9595967715257736,1,5,3.8802130283725145,0
Google,Jennifer Harris,Network Engineering,2020-07-22,2024-04-20,8ffd6eb7a6dcd52d1a23ad79717de56b4e1e446b91a61018a709114b1eb8f642,0.863770158995604,1988,0.9417874780530239,0.9033901141929034,0.8101578944568794,1,6,4.599546760723018,0
PMI,Karen Chen,Big Data Analytics,2025-12-07,2030-09-02,ec2a30821d9d47d1960d75dae2f6917c9d8f469e5a225ba45fc9b755103dc5d9,0.861850635602315,24,0.7897114013210572,0.8747178747990081,0.8459520749186386,1,8,20.25595665984703,0
ETH Zurich,Robert Harris,Cloud Architecture,2023-10-11,2028-02-13,7d216f391ff5ac6e771242732f731836512344c06d26a4f37f298a7988bd8759,0.7515630391551492,812,0.9093545610682098,0.868961250156756,0.7809157647821168,1,8,19.479573468894973,0
IIT Delhi,Mohammed Taylor,Natural Language Processing,2022-11-01,2027-09-29,bb99490f3f390ff1e4033f03c457b681b5a35719c909514128c79c179fde3d41,0.731817060299811,1156,0.5680756381566717,1.0,0.8575275286725028,1,7,8.041598784874688,0
NUS Singapore,Ana Garcia,IoT Development,2023-10-11,2027-07-24,c1101faf15aaaceccd8e80a3b5a2e93d18fdf280666cfe0b2049668beafe3ff4,0.850177526180227,812,0.8910249675549935,1.0,0.9644498334710341,1,7,75.48908940145887,0
Udemy,William Santos,IoT Development,2020-11-14,2023-02-27,5628acbd987a9c57d3a1b4083379fab6a9d77b5ff47654dd679e5a99e24cb00d,0.2536,1873,0.23,0.6202,0.0742,0,1,173.52,1
Oracle,Joseph Thompson,Business Analytics,2025-05-07,2030-03-12,78bf661f9e2b0478a28bdddf4e8f20b9464f50fcd06da9e25098beb4b99dda5e,0.7899082956700986,238,0.767419692188225,0.9497280409932178,0.8571458047534881,1,3,27.031047745217997,0
Johns Hopkins University,Robert Martin,Cloud Architecture,2021-04-19,2023-11-15,9ea4d22077e7bfa0a6cc50bb4ceb56c5626e991380d1dfa4c0eac8e59333bf91,0.8315832527151803,1717,0.623220114091548,1.0,0.6126678778181033,1,4,6.450211290440437,0
Adobe,Linda Miller,Cloud Architecture,2020-05-17,2024-01-14,505d68d93c98a49083fd8f3e828c6205071d6a508e6895faeb0f7141cb4142dd,0.5929700330334925,2054,0.7073915091948755,0.9298034305496684,0.8907806787736704,1,5,24.80115926775746,0
ETH Zurich,Linda Ali,Computer Vision,2021-06-06,2025-03-05,10958c2701d7eeb4b5c4af49278b4a13bd5e25a0d5acd079077f3aac2fb7ffe7,0.8137855670978346,1669,0.862325251266752,0.8692043768150338,0.9233429760166878,1,4,65.28718937792686,0
IBM,Karen Wang,Agile Methodology,2024-04-22,2029-01-01,fdde44fb98bbea38203ab8900fe38b903f12cd000ad3ada1538c47e5bcebcfd3,0.9036458262245091,618,0.8395777699657511,0.8900396616696733,0.8377841112285037,1,4,100.63723322951422,0
Udemy,Jennifer Mueller,Natural Language Processing,2024-09-14,2028-03-15,148f1f445a59491caa4d4b68fefd8b160f02ca0b1a634169fc14e377be47c649,0.6518477346481056,473,0.9271824218675235,0.8987560005116991,0.9069155383054309,1,7,16.944317742788535,0
MIT,Yuki Thomas,Robotics Engineering,2020-06-28,2022-07-17,7aedd57be24af0e17eb4df1b76372909d6c5a7ed27f424a3373ffe8335a78e41,0.7201520480413854,2012,0.7715165443601072,0.9130985934273201,0.8401278105167562,1,4,6.5540229769772695,0
Johns Hopkins University,Robert Mueller,IoT Development,2025-09-01,2029-04-30,3a05d553d72013c9c72c39d2d86f8b60a04eb414a0a2858ca22fde5c953ba3ea,0.8771005833989789,121,0.9063538117073642,0.9430890676954344,0.6736129650347021,1,6,12.453178263288384,0
Cisco,Fatima Martin,Digital Marketing,2025-07-13,2030-06-20,abca7ce667c3fef737edd6ef16bac8c87868fba31b208b6e868ec824c02876b3,0.5465849000475989,171,0.9344995296848025,0.9593163453706224,0.9284575782130603,1,4,80.10475232104595,0
CompTIA,Jessica Dubois,Network Engineering,2020-05-21,2022-01-06,258f5193a6575c4756f9381c78763ffe475ce414120001c477b5f6aad799c917,0.730784812052936,2050,0.6599589451144197,1.0,0.8336889583691641,1,7,7.068294537177186,0
Coursera,Robert Santos,DevOps Engineering,2021-03-18,2025-01-06,7c8efbac4a6f8e759d86047e7844fd8877f41f9e853b084113b4f179b7986907,0.8870743960595178,1749,0.5557311008560779,0.8801335284298224,0.8791560503454642,1,9,79.10489264098383,0
Stanford University,Richard Taylor,Computer Vision,2021-10-31,2023-06-29,d79c21b6127e8e8757c49117d872c98c9eb620b477b67963c96f6ef16a09f87d,0.9594722108113466,1522,0.9119817270821678,0.8547625894667829,0.939475346004261,1,5,45.06318532111685,0
Harvard University,Yuki Santos,Cloud Architecture,2024-10-23,2027-09-26,e293cfcb7cf2b2d79ce005c744e81e4bb59066df2cdf50b000f96257f20d105d,0.8005744861727345,434,0.9168629839912344,0.9109917313135459,0.9658280173485473,1,5,2.161283589745292,0
TU Munich,William Davis,Digital Marketing,2020-01-31,2022-06-20,6168777d3940dd941c48800c2daf22404e746a504662186701ab6a79653a684e,0.9190788190209095,2161,0.8610695876307664,0.8869026423707834,0.9891918258028269,1,3,27.959442437032266,0
AWS,John Jones,Blockchain Development,2022-05-28,2027-03-30,94b46cbfd12aaa4d3f2dc3df6a69aba94c47526d31bee91073e22ddae6c8a201,0.7902498223133565,1313,0.9970152868156558,0.8984425389978901,0.8652579633104426,1,5,27.600316629863173,0
Coursera,Patricia Williams,Database Administration,2021-01-09,2025-01-11,b6296611f4ea4178bfeee5841c4630da5f55f2a08206b50a92cbdf7cc3f7696a,0.751648856388999,1817,0.7734048099825813,0.8938057762342758,0.7734120604671557,1,4,82.31015230588935,0
Udemy,Richard Martinez,Data Science Professional,2022-02-24,2024-03-09,cb7099b880efcb096cd8f89925f2c1c7d6921740f732f19661ecf2d012bc24ce,0.7760168188545746,1406,0.9736217281106575,0.9764507472708649,0.8245029243374897,1,6,27.307938831808453,0
University of Toronto,Sophie Thompson,Database Administration,2022-06-17,2024-09-03,35d3fc3199873523e9e4dd2559cb4069d0b3a402363f2b24ba1bd37a205a4247,0.9887859973192374,1293,0.9609704745822594,0.9607957106984468,0.95888015506386,1,3,41.5135686009023,0
Salesforce,Mary Tanaka,IoT Development,2021-03-05,2022-03-06,844953b850f034772d0a9f5dfd5bbac4c8aa10a8b3d05c270653143c49b645db,0.1107,1762,0.4025,0.6049,0.0568,1,0,200.38,1
PMI,Sophie Kumar,Robotics Engineering,2023-09-08,2027-09-24,160bfb08f416629635bd4682a228288f4f77328268942e69c7f2c1fedf88394a,0.9664883433758774,845,0.9926617337962804,0.9387993486084938,0.8033571644117636,1,7,11.070554980053435,0
University of Toronto,Ana Rossi,Machine Learning Fundamentals,2023-03-14,2024-11-13,688406800c3a97ccf4bb3e2bbbaf8286a07ec7617f466752c672773cdd8831ba,0.45163242587430474,1023,0.8088440371229996,0.9456724547117757,0.7668128610123706,1,11,57.94948263095078,0
University of Oxford,Robert Martin,IoT Development,2024-03-27,2025-03-27,5b888545a36bce1dfe9d67a25a32ddd431e6556fb91ebd5c22da214aac93af4d,0.9195579406891065,644,0.898113726090639,0.8668832393709791,0.7836935297929475,1,8,3.5907659194780797,0
NUS Singapore,Fatima Kumar,Business Analytics,2022-05-08,2025-04-26,cf173ef929e510f306143759c659bfea6b1082e059616ee35794394c83311c15,0.6622693443487713,1333,0.7988083235192271,0.936663847254463,0.8642210578449374,1,5,15.287404494241146,0
Coursera,James Rossi,UI/UX Design,2025-07-26,2030-02-05,3b8d0da372a1d814d75860446d03b11472414377391c5e5fac66b08ce686152e,0.8469120981965147,158,0.8179227845786272,0.9290650461894202,0.6956518316520706,1,5,48.536863447031095,0
University of Toronto,Pierre Ali,Business Analytics,2023-10-10,2027-11-30,5de3339e6754c557303de4e9726a1b41a9e2b766de533664e8558ed32b22a20b,0.9314984050904141,813,0.8938200312042617,0.8163914662030997,0.7507576819673354,1,5,39.11592143106541,0
TU Munich,Thomas White,Computer Vision,2022-06-30,2023-10-03,fa0d7f92d2dfc4b0486148c7653264c06cddf053f5bcca8bfb616ae7b84ce7fc,0.9476104177362654,1280,0.7415014508491182,0.8883728326234676,0.8735438050575632,1,7,25.35331707076793,0
Salesforce,Pierre Ali,Quantum Computing Basics,2025-06-09,2030-05-31,efff23f0513d04ca55a1c20599da8a36746faf08edf9d987c6f94c45e44359db,0.7766178587511154,205,0.9658646173280276,0.9097200849966495,0.8755921155278923,1,4,34.2800996853283,0
edX,Sophie Rossi,Business Analytics,2024-02-28,2028-11-27,18f0c38093e79ea795aa77ffb4f2fabbf59e2cda992ef824f82466524148ffe5,0.7945488585936867,672,,0.8923346093296763,0.922354052850715,1,10,22.096983851935164,0
PMI,Elizabeth Thompson,DevOps Engineering,2020-07-15,2024-06-22,7b32f1a4f290eb3c85925d7a4ad7c80c56308d77bf5158745414fc058210f2e6,0.996868691798805,1995,0.6631363077016118,0.9527405256760698,0.9963727289897248,1,4,10.2268497369822,0
edX,Pierre Chen,Cloud Architecture,2025-04-14,2028-12-07,048ced747090a8bd347bf7c927b95d90b6d2aa7b4e96fbac06fe29319a835734,0.583275511838537,261,0.9255786496934866,0.8600092568766975,0.9607380162005796,1,3,32.37507485640142,0
PMI,Joseph Ali,Blockchain Development,2023-03-20,2025-10-29,aa3acae266aa84e7182c6a28bd279f24d5443830f367ca0faa4f2244937461b7,0.7833045351190987,1017,0.8933992016191734,1.0,0.8896118703106084,1,5,2.457245929262343,0
Yale University,Wei Patel,Natural Language Processing,2023-05-15,2025-09-08,932cffc4690347bc191b80d39363be64483d2e5f325677584bdc2dc86acdc526,0.938503251146853,961,0.9573306097220282,0.8529208399137087,0.8909524303639302,1,6,13.691073769647685,0
PMI,Christopher Dubois,AI & Deep Learning,2023-11-01,2028-10-09,0e5012e8650557d76bfda9022959e9026c5f081fbcc1e2fd2a470d209f867c0a,0.7329278197542115,791,0.9165977942445692,0.999188948900667,0.9718272888402533,1,6,0.9809934147908016,0
Salesforce,Mohammed Smith,Big Data Analytics,2024-09-20,2025-12-29,f9cd2e5cb3e80b1ebab40508e5b346df2adcaf905ada1b0c83673abaae9cd6a4,0.7935065501011986,467,0.9112628438672952,0.9387908993521108,0.9342396788659945,1,7,8.685767714897732,0
AWS,John Williams,Cloud Architecture,2023-04-05,2026-06-13,eadfc69666a345cf74d31104e8eab625566c94559cf4cc18c5a3fddda9403df8,0.39475535079139595,1001,0.7267459928691243,0.859192439032004,0.8483426379562818,0,7,87.966265678573,0
Johns Hopkins University,Mary Thomas,AI & Deep Learning,2020-04-11,2023-05-11,acefeb019ab76af4af57b1e24515ce4eb7e7d5acd13ac35c76bddb9119b380b1,0.9393046061387035,2090,0.9523297204027057,0.8370126690400312,0.9481928101407127,1,3,20.34333541380663,0
Columbia University,Robert Martin,Data Science Professional,2022-06-11,2026-01-04,9eab36ae1ac9d7bc25e0c73193083aca01180ee79502a5f92b6a0ce125e3d47c,0.8255920302749821,1299,0.8259429150954367,0.9690195622540877,0.8650299885819628,1,9,1.7164249665368463,0
Harvard University,Mary Jones,AI & Deep Learning,2023-02-13,2026-08-17,9eab152c140bfc15057e5099708a97213f739e7ed36d1ede3a31f0fc1f1b1e00,0.7201518529749998,1052,0.9475484780736046,0.854158482275121,0.7664710303334648,1,5,4.589510942824345,0
MIT,Sophie Rodriguez,Database Administration,2022-05-04,2026-08-05,83271bd4bb0868e76a008e3ed2486dfdf0c532775145b70a3c8651d80520c377,0.8826298544807173,1337,0.8731976313012995,0.9101553495517549,0.9941625078024867,1,4,26.89000077184264,0
Oracle,Carlos Tanaka,Cloud Architecture,2021-12-22,2026-05-24,00365a437be37e61f566702f3e8e09e04018387af360c5b9c1a62d626f764d9e,0.8404193282220159,1470,0.8856093310550404,0.8802766902603526,0.9642971040480355,1,6,79.10035950792714,0
Harvard University,Christopher Brown,Digital Marketing,2021-10-23,2026-01-28,2ec36746c53bab56144e3967a786d519baaab65e5f251e0581e6265d0bf16c17,0.8174895638296222,1530,0.8151806939829779,0.8751289877887918,0.6943535849181987,1,5,25.23517148491313,0
Microsoft,Karen Santos,IoT Development,2020-09-18,2024-03-20,5dd3fba339f8d67d0e2fb9682321695006c35baa3ed0def2a042b7dfc101c5a7,0.6904694796380676,1930,0.8359838730548632,0.9536661137765394,0.6778092166719012,1,4,23.839915920956983,0
Cambridge University,Patricia Santos,Machine Learning Fundamentals,2022-12-29,2026-10-24,02b099d9b1f5c6008d325223eb8309c28a0262af9303c9950654e1e40ffc2be1,0.8791028204585908,1098,0.9380403969529442,0.8576881896545185,0.8169465981951224,0,3,68.08498435812365,0
CompTIA,Robert Anderson,Database Administration,2023-04-07,2025-04-06,88dd800956299ad17bf46f7f8fe095752650ed473bb11f91172fbdeb7c1f76e0,0.8428923047854171,999,0.5982282910448261,0.8431207601775412,0.8852432976719161,1,4,43.96806747594876,0
edX,Michael Jackson,IoT Development,2022-03-07,2024-05-02,8ed2d6a078cee108acea0de53ba1bdeff4b35fdcce56b97f36c636098f69b1f1,0.8107558446973854,1395,0.8297663401798104,0.9927751345434234,0.7675861187237686,1,7,19.986813737932035,0
Adobe,Jennifer Dubois,Network Engineering,2022-08-16,2023-12-08,44c0484fc1e6dfb944565c8be62969de5da76b825a08fb71ed202904864be320,0.95743078397348,1233,0.9365393258020812,0.902758915604472,0.6955540882943251,1,6,25.516472684596,0
Yale University,Thomas Ali,Business Analytics,2021-02-23,2024-11-26,6e58026dbc5c4cb82403e10be9636671750794a0211287d065c89fd40af302a5,0.6161813598561318,1772,0.42197716312975153,0.9669543374649452,0.9622878818232972,1,8,10.243739327526415,0
PMI,James Brown,Database Administration,2020-07-21,2022-11-19,b0a5f249034988bed0ab35d3fa1a3b3a0bb3e2cbef3b9a486e7cdab2a39231f4,0.8289965732124768,1989,0.7839001918396296,0.8438069197488791,0.8813664857824257,1,9,25.05669574175786,0
Microsoft,Sarah Kim,Business Analytics,2025-10-10,2029-10-17,bfb074c06720d57af02f7ad18a0601f9761000c13a03b8412fa3d5e93c986ed1,0.7146112167527862,82,0.6822240119185987,0.8228124638757934,0.980564598532521,1,6,10.780222774785642,0
edX,Joseph Brown,Project Management Professional,2022-11-17,2024-07-29,98f8c7e4704a4d12cc9a7f597f6a3fdb31f2677b360c9a416e312f98ff510a91,0.9380501728743558,1140,0.7968636958645348,0.9349262163027615,0.9916204140479992,1,7,8.246903748698157,0
Coursera,Carlos Martin,Big Data Analytics,2025-03-14,2028-02-03,31a4225f5954e4c71b52a5907fa5dfd73453f9f2a52aa6db5f21cb28728708a5,0.7647093023853386,292,0.9633198689209338,0.9414370547528742,0.6587455982385217,1,4,17.162444114595683,0
AWS,Sophie Hassan,Data Science Professional,2021-11-23,2023-06-24,615800f754254b0c024026a0a5071f6b429ec40058e0e43d94a43e772ff4f274,0.8686939789577841,1499,0.9111536955291869,1.0,0.874352315175328,1,5,148.73839186716424,0
TU Munich,Mary Miller,Machine Learning Fundamentals,2025-10-14,2029-01-01,7d0eb6d9f95e6076d7a081d165936f491471b61a4ac20f3f2fb8a6308c861130,0.7472960779382576,78,0.9802983561316423,0.828382289635642,0.9113401806026589,1,4,10.880636222570757,0
Oracle,Barbara Tanaka,Blockchain Development,2022-07-03,2026-09-17,7df4e17395a7dc248ab9da472723afc64a101c38514c29f0eb4083a75dc500a9,0.9204148055266297,1277,0.9969314157804268,0.9519460486702556,0.9474149751630578,0,3,20.747293318103036,0
TU Munich,Mary Kim,Software Testing,2020-07-22,2024-04-01,1a2b4de0670ebc5aad972780fda08916330a7d15dd35e0294713eaa4374d0bd4,0.676688974170139,1988,0.697885818404952,0.9407791519916983,0.7329467867359607,0,5,26.967414325495344,0
Salesforce,Patricia Dubois,IoT Development,2026-04-17,2027-08-11,2dcf9b47ca007a1f75ff8fedd362e63a433928331a42840b402e27676eab3b47,0.1237,-107,0.4443,0.8624,0.0116,1,0,6.34,1
Salesforce,Barbara Ali,Blockchain Development,2025-10-22,2030-09-28,1208e7e33f7818ddded8865e36d48c394ed07d5e3eb72a4c9240f7fe37778170,0.8932291060155636,70,0.9292685605193189,0.9071066005617539,,1,5,13.757489344114443,0
TU Munich,William Santos,Network Engineering,2020-03-23,2024-05-23,0254c7e7a5d72048d7e2cfb8e549a61fa44a256a417153819e057760addf10d7,0.8370219613308654,2109,0.8776036433325239,0.9051350367556784,,1,6,11.74666443942913,0
Coursera,Barbara Thomas,IoT Development,2021-02-10,2024-12-13,c84d6a2a63c3d4974488bcce8ab2b19d81952e71b9078a960d1a425b9e92a5f2,0.894947206732414,1785,0.966995806364708,0.8557888936475563,0.9107906935119113,1,2,6.686482477743654,0
Adobe,Richard Smith,Software Testing,2024-12-04,2029-07-21,a6dc6a35cb3a59727a451cf432136c61057e5955e1d183fd991cfffc08b90f67,0.8552659732105129,392,0.9613478919225577,0.890956744156359,0.9730786017653648,1,6,2.1239260336676944,0
Udemy,William Wang,Data Engineering,2021-06-09,2024-12-16,f096cae0a660d8c8b32717318665d72a9190ec290287184000ee23f340a33563,0.772886783437587,1666,0.975265229396438,0.91839062676194,0.8410486929037257,1,12,19.762464045984622,0
CompTIA,Barbara Kim,Natural Language Processing,2025-02-27,2029-12-10,8427701edf421c52010c20c60d6c448d3abc1cb189fcee409238ca53431c0b78,0.8204990645823306,307,0.4228179716400107,0.9676833175002036,0.8581933342367095,1,11,22.601025789576877,0
Microsoft,Thomas Tanaka,Agile Methodology,2023-03-24,2024-07-29,7854cced72b08b7dab878b29af2895037c70801c99c4a36ab25cbe106f390f28,0.8106167207789017,1013,0.7780521033065538,0.9286570065469804,0.8746094516331011,1,7,14.443844876050566,0
University of Oxford,Thomas Brown,Project Management Professional,2024-09-19,2028-03-25,eaa2f37eceae6d6680ee71f8276fa7a0a6af3d2c0965306d3d0ecfd2107c85c0,0.6241577302087103,468,0.9148434577151261,1.0,0.8697776186732911,1,5,51.16446076800395,0
Microsoft,Jessica Miller,Computer Vision,2021-03-05,2024-11-30,b266072f3b6b913dc35187a47a25d7b22ec9e084fc9bd169c52fd977194db185,0.5568268605294661,1762,0.7944679940054612,0.8403334828907744,0.6988626555889417,1,9,20.776993176898205,0
QuickCert Ltd,Carlos Kim,Blockchain Development,2024-04-13,2028-04-13,0a0f908b71013b57a4e8f0ee5d339b048348ba388ad6939594a08745a5a1c0a8,0.0668,627,0.3098,0.4963,0.0604,0,2,157.98,1
Stanford University,Wei Williams,Cloud Architecture,2023-02-03,2025-03-12,0d196c05087b899b38d42808197ff3269d385cb95c46c77f32fb6e4564f99cbf,0.733011096441792,1062,0.8228052881062062,0.9579167978461559,0.6713461026023836,1,6,6.612780689665373,0
edX,Patricia Anderson,Digital Marketing,2025-02-13,2029-04-03,135d0192b46c8de11b93ae5f26fad76b1e9ce006faa1ff014757c1751cbca100,0.6808718520332608,321,0.8575630383927826,0.8792560726882286,0.6702074658120234,1,3,35.33623874376381,0
Udemy,Elizabeth Tanaka,Data Science Professional,2022-11-12,2025-11-26,85c68316e99f671ddc0e6f2d621054b398d81e5fb23454c30d35f89594b5b3c1,0.8781852936257729,1145,0.8056672845211603,0.9196712960516148,0.8493607544195804,1,7,88.52235936494591,0
Salesforce,Joseph Ali,Digital Marketing,2024-09-01,2028-10-13,ec389bed33e9a229fec9e85d789d18b42e570812a6eb2d5bfe2af34e030fd128,0.944077778454158,486,0.7623436454599484,0.898793902043424,0.8181904484852256,1,5,24.539669062314122,0
University of Toronto,Fatima Dubois,Full Stack Development,2023-09-12,2028-01-26,1c30e55e87ad59f2175d40ffcd01a5d7e6a428056cf3f1377613c78266fd735e,0.6918432123993743,841,0.930692914020717,0.9534288771132867,0.705516809139507,1,3,61.734801119214644,0
Yale University,Yuki Chen,Computer Vision,2023-01-28,2025-09-25,a8aa1332ce616df97f9ca5c67c3a531b80a21dc05281b660d969b76c6a45dd1f,0.8517703997165291,1068,,0.9766395658418531,0.7112279137466725,0,6,36.29989391581598,0
MIT,Pierre Miller,IoT Development,2024-02-12,2025-03-03,110179539535c0d6c100a8ae8775a19cdef11451dec32f61682510a5f1c8a9ac,0.8771014861696339,688,0.7699437790885176,0.9517603504901847,0.8818323664715905,1,2,30.401841885584656,0
Coursera,Fatima Martin,Computer Vision,2024-09-25,2027-05-20,958a00c965195f7848a54cc65d7605440b15f6038cd0d0f57879f345b68a8a8c,0.7331836066812396,462,0.7920725230895987,0.9061017784050516,0.9207803172773972,1,5,39.67816933705475,0
Stanford University,William Williams,AI & Deep Learning,2025-09-26,2026-10-28,92c06292d5fd58e567d6574406edb67b45d75cb3d9f1ef5be48c932c83112450,0.9539899059182698,96,0.8283468031458276,0.9072197066310592,0.8131689549743887,1,5,45.0332282276287,0
IIT Delhi,Patricia Anderson,Data Engineering,2020-11-06,2022-10-28,e6c2ca022cac66d5b376c357cb5b09a10e9566756a226b6b0112ba07178e220d,0.8447011200064791,1881,0.9130242552278768,0.8837375884077711,0.9015210023718692,1,7,6.848994362080109,0
Microsoft,Elizabeth Garcia,AI & Deep Learning,2021-12-24,2026-11-22,5c2a8a0fdb094414cedf1e5ea56653062c3aaa522902f4cf6d75b315f594dc42,0.7241750712967407,1468,0.9809510404059125,0.8394297017152599,0.8308261955683678,1,8,3.669237176496136,0
Yale University,Priya Hassan,Data Science Professional,2020-11-19,2022-09-26,0b872fa47bd9cfaa0ae12913e1e83a3fc5cdce5bb224c76132d2014996c79ea0,0.8090582118276906,1868,0.8107683685627435,0.900869285632244,0.8598776697983973,1,7,6.070051562778762,0
edX,Susan Santos,UI/UX Design,2023-01-28,2027-06-15,2a259b5126e42148700cd4f70bcfb51f174f19c08bee2b5ee8bda6979db7a8a4,0.8930681262351456,1068,0.9787137336211785,0.8752374070265583,0.9029010137464553,1,5,12.862292577439844,0
PMI,William Martin,DevOps Engineering,2022-09-14,2025-12-30,9ee9cab4ee6406d7283bf37e21984c2061b5bb9d5f74a3f509aa7ec3b4bad076,0.7663796382148741,1204,0.9235794746637711,0.9907736621594706,0.6948010874870834,1,8,17.346617146629384,0
Harvard University,Patricia Jones,Full Stack Development,2024-09-29,2029-05-19,07eb309712004190f8d91fbd6ed475aa64459a9ab9d880edaf9c2261fd61e5f1,0.7439518963244875,458,0.7599648394375282,0.9574657342574118,0.9226019116292431,1,4,95.04163294385417,0
Google,Elizabeth Jackson,Big Data Analytics,2020-12-14,2022-07-03,3eef918ef5ac1c8b1e1c2eb63d2a031c4e4d01031090848538e5cb866f9871a1,0.8056811616091464,1843,0.7217842388507846,0.9071216430800352,0.7661223691343529,1,7,40.30862033559868,0
NUS Singapore,Wei Johnson,Digital Marketing,2021-06-27,2024-08-14,0d30966a3a84f9097aab9e1abe85e6645a4af48033c3915473472db8c4619beb,0.8913089080046062,1648,0.5805766329014551,0.9555163429978142,0.9648600114628635,1,5,43.60997232386285,0
Udemy,Elizabeth Thompson,Network Engineering,2023-12-28,2026-11-28,f5dfa77f0154ffa23736a7235dd197e9545221c59dc55e9749f11097bbe8f18d,0.9543757090641508,734,0.8106712534547159,0.8862039438477297,0.9812205779571347,1,3,0.38214120189756173,0
MIT,Patricia Williams,IoT Development,2021-09-18,2023-07-15,8ebd0d18ebf9817d86e15586cf15dcd058152cc80be629008d690ed3a668d340,0.8402277229296858,1565,0.8986618052384384,0.8499482686126895,0.8705836913308695,1,8,1.0635586912888062,0
University of Toronto,David Ali,DevOps Engineering,2021-12-23,2023-10-29,e654fd750e3d58f40f6e8d80b5c188ec02579460383cd2af8713cf83fcb15809,0.7651717545350639,1469,0.9885626854853454,0.9018212559820483,0.8665434362574501,1,5,21.15176173587485,0
FakeUniversity123,James Martinez,Blockchain Development,2026-12-16,2028-05-29,bd765f6fbd06f740f6be3117030e8a7b092cd9ed79d7803eba23e5e278ff4b4e,0.2356,-350,0.3633,0.5772,0.0637,1,0,6.22,1
TU Munich,Ana Thomas,UI/UX Design,2023-04-04,2026-09-30,00d3f285d3584d116a6482d8d6f07c6da2334dbfe6915dc0c34630fd8fbd7568,0.7188363400795964,1002,0.8772086613750201,0.9617717429388087,0.9811462747084478,1,6,8.134358352367668,0
University of Toronto,John Kumar,Big Data Analytics,2020-04-24,2022-11-18,0e6b99b5e8e4eb96d8d6d35bf73ef75b56bd85151bcf349b4dd8f5f60a7c304c,0.8799364550626522,2077,0.9053730875285794,0.9531563368252505,0.8780637421240601,1,6,21.139827977754216,0
Coursera,Karen Tanaka,IoT Development,2022-02-14,2025-09-10,35f78468f6303f9b50c7c5ae2b23c230e857e1fb922e19d3bdf64a6fe4665fb9,0.9382604933077052,1416,0.926808782640839,0.9772662368168847,0.8359725073337267,1,5,7.10154570117644,0
Coursera,Mohammed Anderson,Data Engineering,2024-05-28,2025-05-28,5a96dacfd9085e57662864a8cb2e5b0fd1ffb2d75804332191f15d33729224f3,0.8092235805370499,582,0.8886943739761767,0.8986619122812095,0.8323714376992446,1,8,17.288839876788817,0
Oracle,Yuki Rossi,Robotics Engineering,2025-08-27,2027-08-19,aa9b7f34ef934fa4f3de6f6b323429e8e3598915def8bed5683f7e2861109523,0.8496716986919578,126,0.9929831405955529,0.9571493634438597,0.9588827087033622,1,6,36.52953050490486,0
Google,Richard Hassan,Computer Vision,2024-02-25,2027-02-14,aaad02c54f2b97e2df7212fbc96a154659e7f0553320241bff71295d76b573ee,0.9055988121855482,675,0.9746977397637796,0.9438503802042049,0.8350849001864161,1,4,32.69810732625578,0
Microsoft,Barbara Kim,Cybersecurity Analyst,2025-07-05,2028-05-01,c0d4cc0a0d59f50c1a824cd6ac7f9583756055ae570b67f9ca946d064300524c,0.6128128106766594,179,0.7226979194055987,0.9330850411594541,0.8894724009346683,1,8,35.28823765906959,0
Oracle,Robert Tanaka,Machine Learning Fundamentals,2023-09-30,2028-08-06,29663cb46a29841396ea6cdffd1d65c1646a1ed017284d68f4eaeebce3539b9a,0.7058253765920386,823,0.657236753305247,0.8938574762093485,0.7323525722626595,1,7,44.260119689729116,0
Salesforce,Carlos Dubois,Data Engineering,2021-06-06,2024-06-03,5d2b709b44920385be3a3cf7ac88b21f15b834d1802fbe8c2fdd8f72b5063a7e,0.5848703289722061,1669,0.8882781602854435,1.0,0.8929690370768333,1,5,52.97928811375079,0
University of Toronto,Sarah Thompson,Quantum Computing Basics,2022-12-13,2024-03-24,404ec16d67596a4dda052c89b58b41a2957b6e1330f88f7f861964925d3e9d64,0.9387338984270093,1114,0.7842180554707914,0.9273490066539856,0.8221704207455426,1,5,16.00597565749538,0
ETH Zurich,Elizabeth Johnson,Data Science Professional,2021-07-21,2023-01-01,0d683b4d5467c8ea847f79dc26484e8e2110ea00ad2663df1479a4c2faa6f03c,0.6822968909593736,1624,0.5169426219897137,0.906260989546628,0.8025005434554034,0,8,1.3851780221520549,0
Microsoft,Christopher Martin,Machine Learning Fundamentals,2020-02-15,2024-04-20,176b8aecf37ef7285c73784affbcee377172d6056e42ec377d2c6bcc3957d857,0.4340139321992983,2146,0.9720673731303549,1.0,0.9751319098739425,1,4,24.981465250729215,0
Google,Barbara Santos,Project Management Professional,2025-10-09,2029-05-04,33180be88b9f44136753a4dabc7efe7d179550c9c2ff8f6f3edc94e87b235c6c,0.8298694160061084,83,0.8395996703351667,0.9509070297640341,0.8754764719107582,0,8,21.72353108693671,0
Oracle,Joseph Garcia,Natural Language Processing,2023-05-31,2027-08-10,ac0f6aaa492286455a4a204c926733b721a669f7ff994ba621fa9fd65dfe14e1,0.6922133194167486,945,0.847735579668184,0.8904316868347474,0.8929177305953426,1,9,10.236527698457362,0
Harvard University,James Martin,Mobile App Development,2024-01-20,2027-02-01,0599896ec8683b78ff482400b3be84c3b2aacae6e97f974f65da32806a8909c1,0.8960059816248686,711,,0.8470819972746175,0.6350372935360588,1,5,21.127372050415406,0
CompTIA,James Rossi,Full Stack Development,2024-10-02,2025-12-22,5c5efedf9084f78e6376cac3043e7580f2bb43b50965254d9158651d1647767f,0.881815382755993,455,0.8098417298135072,0.965350106513383,0.8939280117856241,1,4,58.79878615597457,0
Udemy,Pierre Jones,Data Engineering,2025-05-14,2027-05-10,3ca4d85598dfa1c18acd93195929205b0cf3e6dcce24f84a5d7c584998f598ad,0.8677842537083814,231,0.8307713002987683,0.9515904261562831,0.6529787955085128,1,6,107.89398517627366,0
Microsoft,Arun Williams,Data Engineering,2023-03-06,2026-12-27,56cc9f4d15eee835ee9842cfc4894a14be047c24809af764a6c2ef38752c15ae,0.8992783373531639,1031,0.9873905156980961,0.9477069111185759,0.915566216328774,1,10,5.239474545084709,0
Cisco,Barbara Thompson,Agile Methodology,2023-12-18,2025-12-05,6ce1a812d08bb781b375af9b80271bf9554a4b44462dad64ac1b2e21a34b0bbc,0.6381999750064612,744,0.9975560730799775,0.9607878418621243,0.9456611618402648,1,6,1.8835962201535505,0
University of Oxford,Mary Anderson,Agile Methodology,2025-07-09,2028-04-28,4164928cee4d81487130765fed07e9130ba3e69f83f025f3f371b3e6cf069ed8,0.8673370376875158,175,0.588162905773555,0.9101920246806873,0.854844291940928,1,9,11.57399544452477,0
Cisco,Elizabeth Ali,UI/UX Design,2022-05-09,2026-11-05,116703ba70b7a6151c0c2861a78a0eef46b1c266158bb0844359565b2cd83696,0.8473242738852441,1332,0.9219007178952713,0.850924911941435,0.9687050545767716,1,4,15.254201953694146,0
Coursera,Arun Jones,Blockchain Development,2024-10-18,2029-06-24,f023c3d8aef66a2fadb0fe228ccdc8a50dee16855eae4a311a947c17a748e5b8,0.5538604354277088,439,0.7785471937873628,0.8821870705146804,0.8824836593913256,1,5,19.48156798244459,0
University of Oxford,Priya Garcia,Quantum Computing Basics,2020-12-31,2025-05-24,3b44e01d3c28cbc2ef5d4d263ffc3e43fcaf2a3b5004a937106f8aa9356a6ed2,0.9490384796172102,1826,0.904465875438579,0.8440186443748504,0.8904727087592292,1,3,20.195790063540297,0
Columbia University,Sophie Martinez,Robotics Engineering,2024-03-20,2027-01-25,b0c6a06e0e5270d36b2abb93b9f95892b36f8aa6b096399e8ade2e8bd86f6a1f,0.8805902627613285,651,0.9748312846044302,0.9221199936457202,0.9324141825662454,1,10,3.762728457035184,0
Oracle,Jennifer Harris,Software Testing,2020-09-20,2025-04-22,703f178778c87355de35a70a7b9526538e0253277bacb92a3db265c90239d9aa,0.7089505842918358,1928,0.8315708556157746,0.8595278133425526,0.9740258401086302,1,8,0.5409767600329198,0
edX,Robert Garcia,Big Data Analytics,2024-09-07,2027-10-12,a0d6831849df21ae9bcb7330e9020ad64d151a9ca34634feae1331c10f4463ed,0.8571960243484245,480,0.4924999755858386,0.8631938993339169,0.5325657806327352,1,6,21.815267054593868,0
Johns Hopkins University,Richard Johnson,Business Analytics,2022-06-23,2023-04-09,20e89f585ab0e8cf61b8e431742f282243a87b6db9852334d7bb486493641a44,0.1799,1287,0.3602,0.7528,0.4469,0,0,52.83,1
ETH Zurich,Sophie Brown,Data Science Professional,2020-08-25,2022-09-07,41002ec1b6267e1064daeafbf8193a3905f55e73fe53159e1f19e0ce17964ad8,0.8370032644691074,1954,0.8143269934364807,0.8783819478857379,0.9570835555561464,1,6,7.2881742912931475,0
Oracle,Barbara Thomas,Full Stack Development,2020-07-15,2025-02-08,2f222d987bc69825a27b0dbd10f442b0eeb790f2c8cf8a0361c6b114b2faca7e,0.6117814318400828,1995,0.5988497474974476,0.9255022388943001,0.9616054678773233,1,4,3.843619062499366,0
CertForge Academy,Susan Rossi,Machine Learning Fundamentals,2023-11-18,2027-11-02,6c201d0b60534cc2256f86f7aa1ecb616d97c46ccc8b0b524cc6d9ed73cab71f,0.1277,774,0.3963,0.5032,0.2568,0,0,60.67,1
PMI,Linda Santos,Data Science Professional,2022-06-08,2025-01-22,40ba35dc81e2ede8e4f9a00a59bf8a5d8f8c9dd833d8fb2b2ea39a5de9c546f4,0.8827112475125444,1302,0.8533248382927526,0.9374579883040519,0.7453512746953275,1,6,0.5437393454132026,0
Stanford University,Barbara Ali,Big Data Analytics,2024-02-08,2027-09-28,e6db239dacc317cff55efbc9f382ac79e0e6cb04620569dbd96c340767c52aee,0.7468659882946739,692,0.9440909590263599,0.8425119443551452,0.7815854273462272,1,6,14.17893113297738,0
ETH Zurich,Arun White,Quantum Computing Basics,2023-01-21,2026-11-14,810f0991ab4079abc2b8ecc7a7063e90844cd652e2da7c695e704dfe097ff8c3,0.7079114682235299,1075,0.9318730801645954,1.0,0.8147060677315969,0,9,76.76206307039638,0
Yale University,William Dubois,Data Engineering,2021-06-25,2025-07-20,bbd64cf96aade4eeca192806415c1cf935ba0b935f0cbd3345fb9e3acd5f2cd8,0.8045399936304604,1650,0.8182624868751129,0.9610078902120581,0.9259386076336862,1,10,95.46059392552188,0
Harvard University,Elizabeth Jackson,Machine Learning Fundamentals,2022-07-08,2024-12-07,f732ee959296b905d31f523297e5ddbe86f4066011641fcf057e2726af8bd59b,0.9305105686561783,1272,0.8554488912148455,0.8936775896595777,0.8225303567971186,1,4,24.182797503436202,0
AWS,Pierre Rodriguez,AI & Deep Learning,2022-09-29,2024-02-17,6f98e7feb2f8ff94bff4a9049a333d1a7b6196d2666d583a37468a598c9edd21,0.9546864910264599,1189,0.9008580597334495,0.8473698673072929,0.8915175802221725,1,6,8.12168659555058,0
IIT Delhi,Sarah Garcia,Agile Methodology,2023-01-16,2026-08-15,325a5c8edd7bf8090ff3139b6a53221ae8eee055953673fad4aaab11fd8ffbbd,0.9226524802163547,1080,0.8208672428397515,0.8763767083078828,0.9893026279545291,1,9,40.67935264744807,0
Adobe,David Chen,AI & Deep Learning,2021-11-13,2024-04-25,938204869d1e5c7a2137d9ffcb6a97b2edddbffdb1ecba91244eea6727581124,0.7914762453602256,1509,0.8205373756283272,0.9361431755521114,0.734158369726433,1,6,3.543373562774297,0
University of Oxford,James Mueller,UI/UX Design,2025-09-17,2027-03-13,6c057f829c8773c8da8ec17f9f1e91f87b3bebbcc34e0a57460e25ec90fa600a,0.8126575465281809,105,0.7584385194591838,0.926239923234695,0.9668358202033335,1,3,13.88057072909344,0
Oracle,Mohammed Dubois,Digital Marketing,2023-07-04,2026-01-10,2ea28562e37d73d6d21c9bb6da41d14ae327f44c1ae699e1abfcb23a333cee50,0.8901763292460264,911,0.8849914322047397,0.9632302853535551,0.9633797855191061,1,8,16.041081238683805,0
InstaDegree Corp,Karen Dubois,Quantum Computing Basics,2021-11-14,2024-08-24,d79ba00d5fa45904d3d5551ab6a101a3108da8c6d51fc3661f922b6617d565ab,0.1837,1508,0.5439,0.5701,0.1936,0,0,239.34,1
AWS,Carlos Mueller,UI/UX Design,2020-11-22,2022-06-13,1da928683e557694c34deb4c444c66e98e7525d773ab45954e09765b7a8f6f79,0.8620740361525137,1865,0.8448187478222657,0.9114935331771902,0.9243383344207874,1,5,10.651797453589097,0
PMI,James Rodriguez,IoT Development,2024-09-04,2026-02-28,725ae5214f8054ea688e4ffaf1b6044a51744713288930afc4921ac68bd2ddbb,0.8194669786807536,483,0.7085594557861148,0.9296703765287525,0.7751306390636654,1,3,66.67879481697138,0
Salesforce,Priya Wang,UI/UX Design,2025-05-24,2028-07-07,358d6e6abebabc9a931f9d35e007485520c03861835beba0a48b9aa644891340,0.8039104442094136,221,0.7128442407528018,0.9635267185971055,0.922477854030884,1,3,70.6040867568555,0
IIT Delhi,Karen Hassan,Cloud Architecture,2020-04-25,2023-04-30,06f14f1ffcc194e1ec6cb324c684de72aa529ba61b86243750fb84eba94fad2a,0.9324396447246378,2076,0.80113628837676,0.9228639546115575,0.816035320447515,1,6,29.846372399144276,0
InstaDegree Corp,Pierre White,DevOps Engineering,2020-01-09,2023-01-27,e58d0a7cfcf48524eba94d04f,0.1946,2183,0.2785,0.6245,0.3094,0,3,75.9,1
MIT,Joseph Tanaka,Business Analytics,2025-04-21,2029-02-07,21a9fc4648b191815ff65870abf40a3b305564942e3179de9425fa0e98147ac0,0.9546850306724003,254,0.8093228243487867,0.9227066446247949,0.9753868024518141,1,1,13.001865102144798,0
MIT,Thomas Mueller,Agile Methodology,2025-02-24,2026-03-13,0a26c84b45d63ff9876438b6efba611a5478e9b1dfe434bb2d7b2a51906090e9,0.6686776495071065,310,0.9154753113031926,0.9328391628662361,0.7148637686940313,1,10,119.50090515169357,0
InstaDegree Corp,Mohammed Mueller,AI & Deep Learning,2023-05-23,2024-10-14,89a4d6b7e04d5bd7c64b051c16564655384d8b35ed3327d0b79279913b01da6d,0.219,953,0.1961,0.6714,0.1331,0,0,118.54,1
AWS,Karen Taylor,Digital Marketing,2025-09-19,2028-01-19,e2d393288fa8bad13f70b5956b0d846fcf38eec9255b142edfdc0bc3446754a1,0.46844180385625683,103,0.9187358157524929,0.9244546977990202,0.9201921599945455,1,13,9.500068960587514,0
QuickCert Ltd,Jessica Anderson,Blockchain Development,2020-09-14,2025-07-15,05c24640a92a,0.3795,1934,0.0483,0.3544,0.4277,0,1,51.58,1
TU Munich,Karen Mueller,UI/UX Design,2020-04-29,2021-12-13,ee7a939dea85e437f75fc2c93f81c115c0a1ff5244e50628c65593a1c72c0c33,0.9421400758472157,2072,0.8630395570079175,0.8266309577123332,0.6148820438192784,1,7,22.917559084366697,0
edX,Thomas Thomas,Robotics Engineering,2021-06-05,2024-10-25,944ed834bd2e25db3663cb8af96e44deba8f90d41ff8f27e1a3ebf0f8b279b86,0.9495664603632333,1670,0.7705126727692312,0.9315207994038547,0.9633152585201233,1,6,64.01370776524668,0
Columbia University,Carlos Taylor,Robotics Engineering,2020-08-23,2023-10-01,9babebb219720d79307bb540c9149e4d2da5485fcd295bff409a9ca82836d33a,0.8969893786415061,1956,0.9195226364423338,0.8269251948441787,0.9426977281980149,1,14,41.605232423412644,0
edX,Richard Taylor,UI/UX Design,2023-12-19,2025-09-06,80bb898ccf33fc08609da8a20f2d921874764755c19a9d377a85496829739208,0.7775315324035048,743,0.6989379530235403,0.9014738344425964,0.9505042210112016,1,7,126.35845074318686,0
Google,Sarah Taylor,Mobile App Development,2023-04-02,2025-06-22,e9a7e3e288f11b3724df821d6db5ee5c599f3f522c9fd29ec6438844fab1f369,0.8696262598709416,1004,0.8826814394376786,1.0,0.7369987137559473,1,8,0.08657214622667568,0
University of Toronto,Ana Wang,Database Administration,2022-05-25,2025-03-30,a774c988a23ad7f006f200f014fc589d7b3d885248127adbd2d5244196a496d7,0.9237707013576445,1316,0.9246090510874088,0.9394130699254595,0.7753255712280528,1,8,15.695473564342047,0
ETH Zurich,Ana Williams,Robotics Engineering,2022-05-21,2023-11-28,78968acc0276fb2fea70bc340e43cd60f145c9637f6399833efa7fef4a992946,0.9748479951788518,1320,0.811810213831446,0.9246686187138327,0.8488153267351337,1,5,3.2698469903006497,0
Columbia University,Jessica Harris,Computer Vision,2025-09-15,2027-01-07,3ead289f004e7ffd2d739775fe43720842d517e4c835128215bc4ee04072421d,0.8024432159185637,107,0.6032781127501016,0.9294159894641819,0.844577489248144,1,7,27.32260635715461,0
Yale University,Pierre Kumar,Agile Methodology,2023-01-14,2027-03-23,ef3dbb949188beb483841ced2e8356b7f19f8f6460c2e1fa99b02fd3f48c1663,0.9218457650210142,1082,0.8661290206984887,0.9746950992551228,0.8821108221115921,1,7,71.1920615350733,0
Google,Richard Santos,IoT Development,2022-05-27,2026-02-17,95717e5b4ea6e0b14723e4369da082082c41042b84cc96b5e347eae3086c5eb8,0.684067381559689,1314,0.5200280845400679,0.9794934918689263,,1,10,43.13604700009952,0
Yale University,Mary Thompson,IoT Development,2024-04-29,2025-08-08,4e6b0078a9fc305ed9e5ccf49fb2c1936d4acb3290db236f8fbd158e4fcda152,0.9307125552365995,611,0.7034663723337181,0.9721662921190799,0.8962070660720809,1,9,12.87595008970467,0
NUS Singapore,Karen Johnson,Database Administration,2025-05-23,2027-05-31,3aae2bedc45d6f5ab578009545bddd27f6a4c8930362d4ce78462cbb1525c6b0,0.6946450937653279,222,0.8932352046819177,0.9701575587063135,0.9063036556812196,1,5,63.26368793408897,0
DiplomaMill Online,Christopher Wang,Cybersecurity Analyst,2020-04-03,2021-12-07,bb8120f25e79c460266bab1eea8bae65c8a5aabf5114bb55890dw16e4440aad3,0.4076,2098,0.4405,0.7217,0.2567,1,0,4.04,1
Adobe,Ana Thomas,Big Data Analytics,2023-01-23,2026-06-05,e3611ea7ba27332b8d3eba64fb978c8e6756a05f70912ecf9ea1d0b079aa6449,0.6547627684041566,1073,0.9965744462857753,0.924142798795482,0.8788126375280841,1,7,38.340542474747345,0
InstaDegree Corp,Joseph Miller,IoT Development,2024-09-19,2024-11-20,cce4ca1f62e329d03f3a1ab1d5f108620032baeecc01456bbafa866b192d9346,0.2314,468,0.2958,0.8483,0.3202,1,0,80.24,1
Columbia University,Arun Kumar,Agile Methodology,2023-08-27,2027-10-03,8278f5fb13f6b77da73a54888806cf4546920a6b7a55ea65f03b0cd354b65b04,0.7127590377847499,857,0.9477080863484355,,0.8923221137851785,1,4,13.884207090446939,0
AWS,Sophie Taylor,Big Data Analytics,2023-11-26,2026-03-27,e1c918a39cdd8d48223ec2f87b3a215f114f9c11339a69b06247101277946302,0.8233113001255449,766,0.6868327285002043,0.8913679282131657,0.8223242739646445,1,4,14.74442984663372,0
Oracle,Joseph Kumar,Data Science Professional,2022-06-29,2024-06-06,c162d08e838f8dbc62320f3e21fcef0774b2d9cb90ab08650d8b522020cbbf80,0.6933424148409779,1281,0.7104219926475468,0.92307402816381,0.9275810036077078,1,7,0.15540153208956095,0
CompTIA,Carlos Ali,Full Stack Development,2024-10-14,2029-04-04,fab5826ef23ee9d69f8eef066db308c29273b36985364224c7a4d66bdca0e3d8,0.6682792910185895,443,0.624504808869763,1.0,0.7069784330427604,1,6,4.732013075594382,0
CompTIA,Wei Jackson,Computer Vision,2021-02-12,2025-07-09,c5adf8e8cce61dace05975edabdf793a0ea4a369cc7b11ea4b049591ab70502a,0.8923919841344522,1783,0.6986190841232452,0.9527565305057616,,1,7,9.042367380485912,0
University of Toronto,Michael Ali,Data Science Professional,2024-12-26,2029-09-28,86e5442f3d798097007605d2913b8c95b2d73702fcf56d7069ca5439c2fe4465,0.7147510672267385,370,0.9139181305828132,0.9057477653013257,0.8851871484380017,1,6,3.8376356777797107,0
NUS Singapore,Patricia Martin,Data Engineering,2024-02-13,2028-02-21,139666013a921bab9965e86c48095babb36ccd73194a79391cdcc11f2e8e323f,0.639143549660001,687,0.7825061882398665,0.8499742007397639,0.7844691650456341,1,7,49.657426580390904,0
AWS,Thomas Rossi,Database Administration,2021-09-11,2024-06-27,527f66ae70c8bf88233ccfdf63873ffc27fe71e55d6c414ef2df5a5fdb11fb78,0.7946248465846544,1572,0.8428501977843189,0.8845060777877684,0.9777401585295047,1,5,49.34389239810044,0
Salesforce,Robert Williams,IoT Development,2024-09-20,2025-12-02,5e16b9cc364ae2a8725f874b280788e31786b8076c045c01a6065969387e5d8e,0.8503862731409689,467,0.9304933079195001,0.9251539110765424,0.8936038749944133,1,6,32.53398033650785,0
Microsoft,Mohammed Martin,Data Engineering,2022-01-17,2026-03-25,4767bc31415d15a11b7b3dd7aa3b341511078f219a5690d065773e1ff9f2f5ea,0.9249557759869987,1444,0.8329436314730632,0.8858224519073075,0.7941707156569365,1,5,11.382051688168822,0
University of Toronto,Ana Garcia,Software Testing,2025-06-07,2030-05-15,253ad0bd8e75ca2ec062f205021dbed2d71bc7f7da0a6bf176b565f28abc4d35,0.7892300394316486,207,0.7250907112795791,0.9523583170343954,0.9274560743262323,1,4,48.00464649024494,0
Stanford University,Ana Dubois,AI & Deep Learning,2024-03-02,2027-02-09,c7a8cd6e74bf145f64b5359ac6d40e8b91086c4a973710489f046a692175f5da,0.8331038165957808,669,0.8817770524754104,0.9309800371991952,0.5414342335054523,1,3,14.523762564059751,0
IIT Delhi,Patricia White,Blockchain Development,2024-02-14,2028-05-04,a66ea0102c51f41b13c9a890377e9cc56e852447d4e7a9d44f44c41fb0e15cbf,0.8916584729266844,686,0.9912323561394903,0.9448312357948395,0.7405936935213615,1,10,14.356245436272621,0
MIT,Mary Hassan,UI/UX Design,2022-12-25,2027-09-14,6d40553f92fae823d1feeb19c1d37aad1148e254f6876a86837d5b757edbb80b,0.8783304184352468,1102,0.7508869919225771,0.950769744751979,0.8837153286605508,1,6,31.87436345618115,0
IIT Delhi,Susan Jackson,Network Engineering,2023-08-13,2026-01-07,bb86c08ab6048056982a396d5968f9ff72556ec1de27c6dc870950fd4929f8db,0.989626259496203,871,0.6847524494350039,0.928104730154655,0.8759240585143703,1,4,82.693235681098,0
AWS,John Dubois,Data Engineering,2025-11-29,2030-01-14,92bf5291a52d6a03a39e0aaa61ba211975cd6669008f36aa6ca5696f704b08b2,0.6704842071135086,32,0.6875293948126683,0.9333661780287904,0.9564800955152829,1,4,31.721426241561915,0
University of Oxford,Sarah Dubois,Cybersecurity Analyst,2025-12-05,2029-07-22,8c7ca85963be56d44562ad4d811cde6e9067768dc86dc0f59b9b57688d71721e,0.9414760921296252,26,0.963200913613654,0.9229071860599033,0.957709155888133,1,5,87.80282877664978,0
Microsoft,Arun White,Robotics Engineering,2022-10-13,2024-06-15,7e9e5318cd8e168c76c9a7588543ba580d56580dc85d14228cbb41d2b1a13550,0.8354587396151243,1175,0.5274660233847481,0.9620102870645341,0.954612945165902,1,11,9.803140893062801,0
IBM,Sarah Jackson,Database Administration,2024-08-29,2027-12-15,ea3349da4ea4d50a33861cf35c9ae1a080c95109c43646a7a649982320154f2e,0.8514581545356765,489,0.7386386565852001,0.9312475422219577,0.9261910632120208,1,7,49.680671976609354,0
IIT Delhi,Karen Tanaka,Software Testing,2024-01-02,2028-06-27,9710d009d5eb6f89689cb468b9ae6476ad93c053854ebb4b81a376d5469797cc,0.6651457341893199,729,0.7980590664645526,0.9029524499872764,0.9668765563588516,1,9,24.560143568154178,0
ETH Zurich,John Mueller,Robotics Engineering,2024-06-25,2025-08-08,47d6633f959b2c80185aa3554a2725fdf7e446afa6d88750a8fa2254dca0a1a1,0.836558091944671,554,0.47877197354583734,0.9590628807880281,0.8319758886584595,1,6,56.14041442411145,0
Stanford University,Barbara Jackson,Robotics Engineering,2022-05-16,2026-09-08,af86e9a2e99d76443d14d5674c58f3cc0c4e822d04b873bb4c315a547f553dc9,0.5565515614462044,1325,0.9082148774623809,0.9639540372812779,0.9387143154123047,1,5,46.26353309476688,0
Harvard University,William Dubois,Robotics Engineering,2024-03-11,2026-09-13,f14eb3cf1bf056193a5caaab877eacb65756ba2724eb75ba14e0671833607e64,0.8813307116888005,660,0.9735984916887838,0.9288487828037426,0.9732426697022253,1,6,27.863197545342505,0
Adobe,Joseph Kumar,Digital Marketing,2022-07-20,2025-09-06,31175c349b20c1c8134a52c0ef6e8db3aef6c5ae89a04f2d70e84cd904cfa358,0.6267294504068263,1260,0.8606636036671912,0.8161596126399668,0.6441644747550173,1,5,71.31544618694156,0
edX,Barbara Chen,Quantum Computing Basics,2023-09-11,2026-02-07,db03103b5196ae9d4e61d2bb1d940b7697ec510012c1464105821ca44c259991,0.9509882238555782,842,0.964011234775904,0.9891282147975073,0.7040206618532893,1,6,7.415199519428596,0
Columbia University,Patricia Harris,Big Data Analytics,2024-01-25,2024-06-17,d933ddb46d4c0a7d9d4c0cb89e6abd3a82b839756949457a151cb07f7ca7702f,0.1021,706,0.1988,0.4712,0.5,1,1,14.62,1
edX,Elizabeth Jones,Mobile App Development,2024-10-31,2026-01-03,4c7d334904023113f6460f3abf295d98ab3a8b18217985fe7406f44ab8176cdc,0.7296028244911991,426,0.7594764066394991,0.8729796522309272,0.957049366217915,1,4,4.013595404747942,0
Google,Carlos Tanaka,DevOps Engineering,2024-06-15,2025-06-18,5c9fe967187c3e01696eff53ad5d6a660d52577f368d3eedcd2c15176a81aa91,0.8023685131705012,564,0.3971246172137211,0.9417600790782916,0.6117325883375183,1,8,106.8105849290799,0
NUS Singapore,Christopher Martin,Data Engineering,2023-02-03,2027-08-13,30bec1f66686fd10fd8232c99c51571c497b0dd99e47c4b023bc71cf60eed07f,0.8385057541508256,1062,0.8561525782459373,0.9748526963402306,0.8893209878525743,1,3,10.270564956203355,0
Oracle,James Jackson,AI & Deep Learning,2025-08-08,2026-10-14,08706f19412146fdbee7e7cd26bfcf439e305dbe049e7a46f2210f0c6b0e66a3,0.7703165866841168,145,0.7488938205828198,0.8981006060066822,0.9878355833884656,1,9,6.639271618861719,0
Yale University,Yuki Kim,Software Testing,2021-08-07,2025-12-06,2cd0f6811ce64289f8bf3308357cb62f759b4cf4f0e602972734832cf4ddb62e,0.8978011196859442,1607,0.8224466344883593,0.8998425047347398,0.9662916463010446,1,2,69.52848609485488,0
Coursera,Mary Miller,Machine Learning Fundamentals,2023-08-17,2027-11-26,f373d28dabf615fc53c8016fa20504ef7da51b2928f6dfdd89d4cc207b5ba3e5,0.6080882447463173,867,0.7678953691930788,0.9978435609037083,0.9766011450289419,1,3,2.3937566996114827,0
Salesforce,Barbara Johnson,Project Management Professional,2025-11-26,2027-12-02,6c946c4724b28283eae03993596b8c6ec2633093e2c2037afd5a4fc52667cba1,0.5875357571251951,35,0.7501448176003513,0.9261553042293805,0.9715296361344455,1,3,53.10983913463122,0
Google,Patricia Harris,Natural Language Processing,2025-05-08,2027-01-04,18a7fe3bbfa463e11048b0096e7ff4ebc42a641a81aeb1107ecb76ebefde71ce,0.9426836550742466,237,0.7785217784627702,0.9072759471050224,0.8406856024499323,1,4,10.708071256722011,0
IIT Delhi,Arun Rossi,Full Stack Development,2025-01-25,2027-04-03,2072bcd532dcb9f902b2d64035f0896832876681b4dd1962528d58fba06818d9,0.9213519280071638,340,0.6147284290291325,0.9787694303774193,0.935010860793162,1,7,4.212246315296193,0
IIT Delhi,William Jackson,Blockchain Development,2024-11-29,2027-03-14,aa9cbea6f0279c88be2a4c9724faa0a3d6c73f2994a5fd5c06e9bf4998f16785,0.9428863385095387,397,0.9544509330135711,0.8979823981203217,0.8863209802301747,1,6,27.95801593046593,0
ETH Zurich,John Jones,Natural Language Processing,2023-02-18,2027-01-31,63e5ef4de008f8fb6b6de057037414c4358f877d50ac527f4628de6603f40501,0.7481328531380633,1047,0.8785354790223918,0.9822862538801499,0.9044034322685021,1,8,18.244837255982937,0
ETH Zurich,Karen Williams,IoT Development,2025-02-05,2026-04-11,c49a73bf4acc1acfd20bbd39ab6071cb76f4cd1ee8337045fcfee4404b977e64,0.7617355828199088,329,0.5405179996517658,0.8866260762751121,0.8582645466795951,1,3,63.07466414284723,0
Harvard University,Mohammed Johnson,Business Analytics,2023-11-13,2026-01-14,10c6663d0a96d3b2c5e6e328f4737cac7f1979ebf7ca94718ffae89ee19a4f44,0.5701219356201119,779,0.9156034487495066,0.9765026409513403,0.9620052870655074,1,7,18.81303462871263,0
AWS,Jessica Kumar,Project Management Professional,2023-11-23,2026-10-19,692cb9d3f4998f7d126c1521762f4b76780f093107f86742a5cb57168ee72507,0.7902787455651235,769,0.9686985676033061,0.9595606956866969,0.7564652573527414,1,2,4.8890128144434755,0
MIT,Christopher Hassan,AI & Deep Learning,2025-10-15,2030-08-17,a1e9f40ef7f7465f02f1e51f739f809c682220aedcc6b95163bab700a6ea5771,0.7978786305501199,77,0.9466356731393261,0.8364939392196685,0.9366006387367276,1,10,30.456992179649443,0
NUS Singapore,Robert Anderson,Software Testing,2021-08-25,2026-06-24,e064590a71858765208b5ea485c86b3d34f09616ad7e34796c4ffa010dec0c14,0.8396207796918876,1589,0.8200474085535499,0.9168587834436024,0.8385929022656883,1,4,3.9388678128523837,0
Stanford University,Priya Martin,IoT Development,2020-01-21,2024-07-02,1875e7556b72ef3885aa764e855e2a59d7f45037420b586eaaf882e2f8ef8f09,0.9003059872665433,2171,0.846268086109508,0.8839852143392367,0.988377020683906,1,4,7.862602181886496,0
Adobe,Mohammed Anderson,Big Data Analytics,2021-07-26,2025-09-22,c675796c37df053c2f93e4e0548d1aa749856b9ff61dcf684c36d59f3da7d41e,0.815551103968238,1619,0.8428658891857244,0.8568155809505582,0.8154760290021849,1,6,12.736620198735864,0
IBM,David Rodriguez,Data Science Professional,2024-06-09,2025-06-17,7ae6011e37786caeb669a588e5deab799d7fd16d049260f747890d3f8c25453f,0.6929731730916899,570,0.8121698949197219,0.8941365477409007,0.9471139510681861,1,6,8.416983222018874,0
Google,Wei Hassan,Cybersecurity Analyst,2021-06-05,2022-12-16,69489080e9f65aaebafec80a9734248c34d01372bf967165b7d4d3a60106d2c0,0.8002086912459284,1670,0.7446093402538818,0.9228243753280858,0.9395042141726844,1,8,2.229794123079861,0
IIT Delhi,Christopher Dubois,IoT Development,2022-02-27,2026-01-17,4ac54395f0a4f1ad1d72a21ea117af51021c172c6eecbf1665d3260f2082d66c,0.8431456578776463,1403,0.7594739633001517,0.8855234493147818,0.6775341216766966,1,6,25.49069004774599,0
FakeUniversity123,Robert Davis,Network Engineering,2021-02-25,2024-08-04,ae2982568e09270d7a5aa4b0c70ced30b769e9e1ec89a2ec4f6429ba55c941db,0.0066,1770,0.1753,0.5339,0.3149,0,0,118.6,1
Cisco,Pierre Dubois,Data Engineering,2024-01-16,2026-12-04,2983bb2ba00827f1bb42327db39e0f25a0f54ef0ca4251ac59d03d5277fdf9a0,0.9583319490417238,715,0.8405438075792804,0.8978599708053031,0.9171477805895184,1,8,17.832692159419334,0
IIT Delhi,Sophie Rossi,UI/UX Design,2023-04-18,2025-12-03,e2930d9a88638e33fed8bc2afa46251b3537041196cfb35f7ad8a5861adf89f5,0.9598337594776324,988,0.7470380718771902,0.9451454237906854,0.6532846581348639,1,4,0.3676256696529244,0
Udemy,John Mueller,Big Data Analytics,2020-07-15,2023-06-20,fe5c77facda25a58e41dfe521257048b3699ef07ae61f16878dd6dd8eadc5093,0.9165614785374685,1995,0.8501117932324361,0.8876825962022992,0.890382107587963,1,5,64.76340775965221,0
PMI,John Chen,Data Science Professional,2025-03-02,2029-08-13,20170cd91517d8ccce8af0442f8649d37685e2ecd748ffabee25f1c4cb8e8270,0.8828739342989678,304,0.7040663539801392,0.8697641863533364,0.8446731144757805,1,4,6.528862859132948,0
Adobe,Susan Smith,Machine Learning Fundamentals,2024-05-31,2026-03-06,14c8487e8804bb7dd5d05c9f4c47b3759c3dab38749343885913082685b36dd5,0.8459571915817177,579,0.9702889976308661,0.8569421017276185,0.7894020879918824,1,4,77.75602654850181,0
MIT,Michael Harris,Database Administration,2025-09-23,2028-06-26,62755928e3d85fb2ead5f240a0b06deef3075ff3b0cc4fccd2bd53f27516b35a,0.8779324152922334,99,0.8314451420678047,0.8800449785863659,0.9467843781262789,1,6,7.851910767674218,0
University of Toronto,Jessica Dubois,Project Management Professional,2022-11-19,2027-09-12,eaef188e,0.0455,1138,0.3174,0.7341,0.1281,0,0,2.02,1
ETH Zurich,Patricia Taylor,Cybersecurity Analyst,2023-11-13,2026-12-04,bc379919debe45cce9e6ea10d61f1c470623519b83ef4d2bdca477def8f2f106,0.8642277489409255,779,0.9838226461360662,0.8307137461606633,0.8537648049561121,1,7,13.95190047625472,0
Johns Hopkins University,Pierre Ali,Software Testing,2023-04-22,2026-06-21,f05772bd668258b89c0e1ba78d0c2720ec5cccd9402e2aee457a8c3eb462ac66,0.8940752457343455,984,0.6803979799285764,0.9419555368801974,0.7276311415782571,1,7,35.78708238452523,0
University of Oxford,William Martin,DevOps Engineering,2022-09-25,2027-08-20,b0d9207f464fbfeb93c02f8ad1861f23d3fc8197b08cf9ab60460057981e3f68,0.960989735051073,1193,0.8471064164045627,0.9094016120194537,0.9919696120034135,0,7,14.261565222699815,0
Johns Hopkins University,Susan Hassan,Computer Vision,2022-08-24,2023-09-26,f96659a270e884a027b7ab0751d0512eb0f6a52e56f86c952607d609b93f8252,0.8235708209577639,1225,0.8222603454893946,0.9186169559493754,0.7927712607842351,1,3,35.99712566438613,0
Salesforce,Christopher Johnson,Big Data Analytics,2020-07-15,2022-02-10,b4bc0316b12aca29f4c39ad38da5956256dc9c9adbbb3efa69e0f218e4876705,0.7129543318561132,1995,0.8627612602974144,0.8702745126442755,0.985169210789575,1,2,23.906185358067784,0
Cisco,Barbara Jones,Blockchain Development,2025-01-29,2029-07-23,312b29c8a83ccc979214975410c8685a6f7448f314903e1516fc2c9574fe8389,0.5613364517318219,336,0.729092408781657,0.9444308021309937,0.6434923665035013,1,6,51.56189216276688,0
Adobe,Fatima Dubois,Big Data Analytics,2025-06-08,2027-02-02,019c817a6d0fb29a6f3ad6816b0e7577e78d7b47ba729c73588c565ec3e3495d,0.905398154357014,206,0.96144937119324,0.9620574694092471,0.9720280633564425,1,6,1.3611418074722461,0
Cisco,Joseph Martin,Quantum Computing Basics,2022-04-24,2023-06-04,a65f5cc62fcd73f2ff2910d3509ea52c52535aa6f08e179b7ba103e4de4fc17d,0.7919377860947582,1347,0.9392747142379441,0.8487704373348414,0.9596242363318677,1,6,44.328816571663644,0
AWS,Jessica Rossi,Cybersecurity Analyst,2026-04-15,2030-08-04,353d7f3cb8c3e8b1689855f8c7ebb32fc3fd8ec4629be7b94d194ee61ae1344e,0.0878,-105,0.3338,0.5196,0.0969,0,0,152.24,1
IIT Delhi,Arun Harris,Business Analytics,2023-03-27,2027-05-01,80f00770cb5f0232fbd593c13201d2d7857c427e92f07d5acd2b7be05e3d3a46,0.8077571735487795,1010,0.8705222479166332,0.8039769559810909,0.9490268096111506,1,4,31.759091073322395,0
Yale University,Jessica Kim,Project Management Professional,2022-07-08,2023-09-22,2c819b9647ac7d20661fe6d552e7c863ba517553a23323e4f37d670b006162a8,0.9483964350125778,1272,0.7737395262470004,0.9340381528935148,0.9280674867427116,1,4,9.804223462969022,0
Yale University,James Ali,Quantum Computing Basics,2024-02-03,2028-06-10,410e43490475de79ca427b66399bef141d4a836da8b3f8812deff046a8b1afc0,0.7725764067650571,697,0.6988216005726524,0.8771260645286093,0.9626184755028817,1,7,28.607502803726735,0
Salesforce,Linda Hassan,Software Testing,2025-09-23,2029-08-07,ef019b22d39e4e12d10a16184257a0e46a9819d8b5f5e8cc84157adcacba252a,0.8929322151529623,99,0.946691641615081,0.9451062208985028,0.8591776581592642,1,6,3.1930494540112653,0
CompTIA,Michael Miller,Project Management Professional,2021-03-19,2023-01-08,d4d192cf0867c9cf52e0b8cf1438d52ca61de53308f807d52ecd58d03ca8b843,0.7173544496606111,1748,0.9700196301600394,0.8513637632383767,0.5850354160917626,1,9,37.966435518117486,0
CompTIA,Karen Jackson,Quantum Computing Basics,2020-11-09,2022-06-28,4b8d9b40163e0a595d1d755afb9e95efad577f0787cba8dc6e0fda1e47ece92d,0.1912,1878,0.3393,0.6028,0.1131,0,1,41.6,1
TU Munich,Linda Brown,Data Science Professional,2022-07-31,2023-10-10,43ba0d4b1d3e4e06991133f6df018c9a76324d5eb509f32aecf390c2257d623a,0.7168664497415264,1249,0.9402568008374496,0.9532216857128111,0.8869712479470181,1,5,29.55216402754692,0
Cambridge University,Jessica Kumar,Data Engineering,2025-06-09,2027-03-30,1e5b0c4502aad66a4a49fd609193f6b3162f4d621e51ba35cfa84976387afa93,0.7386791396617508,205,0.8918049727578039,0.8946253821854601,0.7894386792469797,1,8,4.601299986314716,0
QuickCert Ltd,Elizabeth Martinez,Data Engineering,2025-06-26,2029-11-19,9247368eafc555930f9b5e886ba11491ab9e6bc1712da9e9af0bde353ef9d0f3,0.5262,188,0.3434,0.5321,0.139,0,0,113.19,1
Adobe,Richard Johnson,AI & Deep Learning,2024-01-03,2025-03-02,ec9097959bd2ad5c04ec4a76d7d135061a08555572d70900f47d7becf6517159,0.7705443798745948,728,0.8502756638487622,0.8810104224635104,0.9156880283741385,1,5,22.26605563830244,0
MIT,Michael Davis,Robotics Engineering,2024-06-20,2027-11-09,5a582381d0c0aea79c3028d99137fd8343f7d19d9038f1536f932b892b6eaec1,0.842301531293416,559,0.8415893897181265,0.9630649615563853,0.8870624127653939,1,7,73.50425107055553,0
Harvard University,Mary Rossi,Database Administration,2024-10-25,2027-07-09,cac4274593a435ad81601588ddfd12e806bc93b5fed5cd092d1ff7f3a17599b3,0.9527033896536545,432,0.9405863644262757,0.9427387644586757,,1,6,81.5412314035632,0
Cisco,William Taylor,Agile Methodology,2024-02-24,2025-10-09,b0723aa865df46e7c5d667294104f97f289fae985e90d23aec461190a82746c6,0.8219959726055545,676,0.5611741352823122,0.9540205531968742,0.9603862788239219,1,7,0.4587151582186305,0
Oracle,Thomas Thomas,Network Engineering,2022-04-14,2024-11-23,f3137efe6e9b5f2c54850b140c25c081a59de8b98a4073ecc0ce058f3c3bbe1c,0.9352567024664125,1357,0.8126348921794792,0.9647210418352218,0.7883765356140863,1,5,13.348661309780486,0
Udemy,Karen Taylor,Network Engineering,2021-04-21,2024-11-05,eae551a975e57f3591ff465145d4313879ad1039122b67af9b80df7a81161795,0.8639876038548108,1715,0.8545037236600078,0.9196573373766703,0.8594817846714242,1,5,8.850234601525015,0
CertForge Academy,Robert Patel,Business Analytics,2022-09-04,2026-03-24,9b4a9bd884657596e013679cac43d4ebe6c6b12e59fbb72177a78e4a90c0a745,0.2314,1214,0.202,0.6046,0.2939,0,0,7.05,1
Salesforce,Barbara Kumar,Computer Vision,2025-02-01,2029-02-26,00bd5f24345ebccc7192feb3407a67056ca82d3c074d91faed9004eeac32b83f,0.9499018883169414,333,0.8378179394705594,0.9060108462588213,0.9889399176793136,1,4,34.78286921487818,0
Salesforce,Robert Jones,Software Testing,2023-09-26,2025-06-11,d153a1f0d985ea339a59c156f955a44b4b4990cbdb5769ae0b96f1c5e4b3270e,0.8767790558146842,827,0.8736723776991092,0.8266991245923287,0.9808205906095294,1,6,1.0308783232565517,0
NUS Singapore,Mary Smith,Big Data Analytics,2022-12-29,2027-08-21,eed531ac493c943ada723bdebe5549e4ad01dd0c9b8e6a2af256bde8aba5bcae,0.8965644662950362,1098,0.7722688397205654,0.8596961618653005,0.86514540815317,0,6,10.961349961214095,0
Stanford University,Yuki Dubois,Data Science Professional,2021-10-28,2024-11-02,bc12b07b2ac544b2a39f76d0c3e68d73ffe78b36268e8f864cccc5f9a83f240c,0.9017246056772096,1525,0.7035930504059289,0.9473872026413835,0.9498506331647466,1,3,7.881496420626458,0
Google,Mohammed Brown,Network Engineering,2025-04-11,2030-01-10,96a3bdbd6f653b0ce2caf26687b81a39775af71757958a552b9319d11ff174ec,0.6079230805983108,264,0.9520490947084727,0.9290476535481577,0.9526916383327217,1,8,19.4311781169346,0
TU Munich,Thomas Martin,UI/UX Design,2024-06-14,2029-06-12,faf7f9370fcbb72834d0b32e186bb3b50e62f7ef66b86e2c7837b7745452b840,0.7774156081956682,565,0.9202128032189512,0.9490895376253198,0.8706479068076006,1,4,2.24770123548527,0
TU Munich,Fatima Johnson,Database Administration,2020-05-07,2023-07-23,f5890e73aec6fd6ed4aa429bf67a4255668bbf39e10be1662b4dad376a07eff3,0.9683693940816157,2064,0.6518145763029181,0.8597278133967495,0.9060118866906194,1,4,44.20414582309127,0
DiplomaMill Online,Thomas White,Business Analytics,2023-06-15,2027-01-24,653ab48b,0.2722,930,0.135,0.7103,0.2723,0,0,8.02,1
NUS Singapore,Susan Mueller,Database Administration,2022-10-02,2026-04-27,3690acc1b5090bf58c73e05263e940456d2083a10328c8b8ccc597d54f2b35d8,0.8273646386422523,1186,0.7331197984737197,0.8913501480632093,0.9809634784498275,1,5,0.30100667754827554,0
AWS,James Dubois,Database Administration,2025-01-11,2028-11-27,4af394d6350c11ee41c8ffa43863fd1dde71d62e2cbcea66592281838d994cb2,0.6015867460401464,354,0.6459185829812131,0.8696441034867303,0.7710824942292862,1,2,6.895222942625634,0
IBM,Wei Jones,DevOps Engineering,2022-04-10,2025-02-26,03e4dc0a3b45c13d923ea3001cf93481772f1310adb30ca82b25001c1209260d,0.5146471683581629,1361,0.8239667903821973,0.9547290660912846,0.8535789777485726,1,6,47.2263107268424,0
Columbia University,David Patel,Agile Methodology,2020-05-17,2024-02-26,230841d00b6c22185271d04c8ce73be61478b6f9142cf8d32ddca0d749562488,0.8247501242948151,2054,0.9167516749455628,0.8062565577998617,0.851626936357418,1,5,9.426893244858777,0
Johns Hopkins University,John Davis,Business Analytics,2023-10-22,2024-12-08,c1425f9dfd7ae30a66088d8943487ea77a8cc3a37d32c7b4819c4669cb9ae539,0.6956515871477892,801,0.6679222766742977,0.8246566561980321,0.9488246345292978,1,7,29.854316207697618,0
Yale University,Mohammed Brown,Digital Marketing,2025-05-29,2026-05-31,6c9fa74621393140e525a1400ac36c9bd4c6d1bd1ffdb85636591828bbc928f7,0.7058415618645375,216,0.9933550580851668,0.900199703266584,0.8645221384899644,1,5,2.238082404508826,0
Udemy,Mohammed Ali,Cybersecurity Analyst,2022-05-28,2026-10-22,e899e0ab54eab66f8ea7fa3f7d2e49da24057120713e553a4a461759e44f561b,0.7858974082920108,1313,0.8921485438792963,0.9945602686049102,0.9063163625212408,1,4,14.31770044148921,0
edX,Carlos Kumar,Project Management Professional,2022-03-07,2027-02-25,ed758af307e9b901d59b07c7e87b88eb9f9d76fffb10f0b87972bf487a273c30,0.6967762496233938,1395,0.8846269507954844,0.882671631213241,0.9877985903829256,1,10,108.96299525197034,0
Oracle,Wei Rossi,Natural Language Processing,2020-10-04,2022-07-03,12ba133d5c4e54819999569c174ac24c2a9ff5e6ce731f8903116063d4a9a8e0,0.9844749419141713,1914,0.8958478257157956,0.9560563962122924,0.9004858153137719,1,10,52.45836792193864,0
Columbia University,Karen Santos,Full Stack Development,2021-10-26,2025-05-05,a415b7a5cc325a712f3331c34e852d018279af0b8d46df98f7fc10bd2b82fbf8,0.9308410263458227,1527,0.6332641895599473,0.8740612254894349,0.8784122549628276,1,3,24.306494648076715,0
Microsoft,Priya Miller,DevOps Engineering,2021-01-29,2024-03-17,c483e0b946704eebb21424c73a1af7945edc55f5c78c5f904ee7d5b52282b7b8,0.9909579948980949,1797,0.9598106556691129,0.9102407152897961,0.568867859192408,1,6,46.441825993278854,0
University of Toronto,Carlos Thompson,Network Engineering,2024-04-26,2027-11-09,cbf300cce338dd233796776077162b64066ad9d42f5704eabcdfac37ce240b28,0.7844264424726803,614,0.9796442812977887,0.9192335323868331,0.7475382629881197,1,7,22.35779449110863,0
IIT Delhi,Richard Johnson,Software Testing,2020-03-23,2025-01-20,93be72e0e61061a761db84a00ac7ebc6546d55ed1e207c011d1cfb1d46e8bec3,0.8027585272933748,2109,0.8488072338482919,0.8993595501997546,0.8980900969181694,0,7,18.916421241444596,0
Adobe,Fatima Thompson,Full Stack Development,2023-04-21,2026-08-07,d6c03d26abe8244fc45c3b83a667a7d92fa8fe95b2eb6731f8c81b79b1485b7e,0.8742846975865259,985,0.9529171015011146,,0.46208340236496565,1,6,4.7940074263108485,0
Columbia University,Ana Dubois,Robotics Engineering,2023-02-17,2027-03-12,424050bf2b4cd6d26299188c1513f31f17ec576418962bbaa6680918d889ade3,0.9467345883844689,1048,0.9537473929270275,0.9027541571475672,0.7661861986856305,1,11,19.492470102688582,0
Stanford University,Ana Hassan,Machine Learning Fundamentals,2025-11-23,2027-10-03,7fd771a8ea6defd7a419e2bdc72ef81802950187f26feed34e4dcb89a1045940,0.764859291124688,38,0.7611554753177873,0.9043957648960004,0.8124773927485949,1,9,82.33753205283782,0
PMI,Linda Taylor,Agile Methodology,2022-01-06,2023-08-18,0bc6c86c0908e1c01edfb7013e3aad3f57f6a6c9cf1b28fe32d9a0a4610ad289,0.8995386745383432,1455,0.6931853360279202,0.9962933579069416,0.4788483902677893,1,4,57.357364440458625,0
MIT,Fatima Santos,Data Engineering,2024-03-03,2028-09-09,1877d8b8942a25aff23465fb4c0056c77bf8870b3e8e038c46a53de9990c769e,0.9750943551794514,668,0.800599416196325,0.9403409313156059,0.857298397138424,1,2,72.0695568471689,0
IBM,Wei Wang,Cloud Architecture,2020-09-20,2025-08-05,18bd47ae367396f663b8037d7f9f9618b79b8d22aefab3c44c922eae77f41ccc,0.6005641173829999,1928,0.8708847954868948,0.8692984717200083,0.7501018202691029,1,6,55.47018251671681,0
NUS Singapore,David Miller,Data Engineering,2021-10-23,2024-01-25,776d70ecea13dfde35cc734d37ad20df79de16c5ebb68428c03e67e537894150,0.7556104058307266,1530,0.754514782777692,0.9277909991602163,0.8639415851255331,1,6,15.57371963083326,0
IBM,Mary Williams,Digital Marketing,2025-09-22,2029-06-08,a2b1178ec764e54b8ab77b68903646a7b3131b6ebd5bdfe1d6717982c6ca0151,0.877414933143121,100,0.8756094962565817,0.920531981909928,0.801285119573038,1,5,3.035689053960215,0
Salesforce,John Brown,DevOps Engineering,2021-09-17,2023-12-21,fb016fce3bff9e8b59ecf7c039c5c6a36169b5014c6abd3ad3a502951fcfe780,0.7955670362059785,1566,0.887693806784121,,0.8124645825672991,0,6,12.350513421323805,0
Columbia University,James Patel,Machine Learning Fundamentals,2024-05-20,2028-10-02,175e012a547b9ea73faf5dd3f6bb17d99b238e27150c2f60789719695f69303d,0.5616966937316196,590,0.9796931572858165,0.9276205083319249,0.9634067762659593,0,7,12.321129360401367,0
Cambridge University,Fatima Smith,Database Administration,2020-07-13,2021-12-15,fc8e915090904113b99566da006c167c58ca6438b4ac33427a7c0412f9c4b961,0.8098462208333285,1997,0.9890007626634436,0.8399605314103189,0.9804712718362532,1,8,11.775811369109464,0
University of Oxford,Karen Rossi,Robotics Engineering,2021-11-20,2025-07-11,a31ae3304c8e362676e3ef73715eb048ab95d5e9a1941de833baabda621324e1,0.8202518200769788,1502,0.8154780889742632,0.8693403963085478,0.8486065451993877,1,2,15.636532517739601,0
University of Toronto,Yuki Santos,Robotics Engineering,2024-05-19,2026-11-12,3eddcddd7485cfc760be3594fa39a22c65a0da3ede725896101eed28f4afe000,0.7115263257665589,591,0.6981450471731445,0.8929561058945742,0.9986195738627679,1,5,21.54406612391668,0
IIT Delhi,Arun Harris,Natural Language Processing,2025-02-16,2026-02-19,355e4d26f28025ff11f059d651084cca9d92f04b7eb01e20c36b9673c142857a,0.7504597361196987,318,0.6262531949086206,0.9530452960908349,,1,7,4.064347568412962,0
IBM,Elizabeth Hassan,Natural Language Processing,2025-12-07,2027-05-11,f4b56a7df0aedb6cb82ec479cc3af643d039cfa19e93c732b9bfb8194b21aca4,0.8948091025026135,24,0.6765116743861923,,0.9741304173147766,1,6,2.5733252658603587,0
CompTIA,Wei Davis,DevOps Engineering,2020-09-07,2025-05-04,cfc7e951fe15c9d5a3b5d35bb8f2f3b863c8c743c7246728254b80bec873321c,0.7390750816636726,1941,0.7805614991101383,0.9489476041069317,0.8488187981237678,1,6,5.278835453136415,0
Salesforce,Sophie Santos,Data Science Professional,2022-12-04,2023-12-30,eead64236261a78de8fb21ae4b2631ff5e32fc14ccccd00b9a6b8419915c6f51,0.8888326240846296,1123,0.8668433513968149,0.9614867643297126,0.9168976474455232,1,6,13.605436649976928,0
Udemy,Patricia Jones,Big Data Analytics,2025-07-24,2026-08-15,c509cc5dad5e1693030b056768f302f5d27abaaa78654eeccdd7475f5a1ad13d,0.9573761443219799,160,0.9616061107778643,0.9385239674271788,,1,7,16.02776554431381,0
University of Oxford,Mary Tanaka,IoT Development,2022-07-27,2026-10-09,489d920b6397146785957abe541415acbf58cc22101eb8c5f85e4af0406e6c4a,0.7617342408891983,1253,0.9213633055237723,0.8334379428025698,,1,4,18.975499943863355,0
CompTIA,Christopher Chen,Machine Learning Fundamentals,2024-10-20,2028-05-30,6b099334a7e895a876df04a7612d7457ff90b39e3d22e360c2b27f2f8c16cae6,0.9096565942312895,437,0.862673871339127,,0.7878965303929042,1,7,15.260980305336943,0
IIT Delhi,Mohammed Ali,AI & Deep Learning,2025-06-27,2028-09-03,4abd1049237f2bb41f1ddffc2607b44343beb959fad865d1e67b7e291a05657a,0.8143214711255335,187,0.8413162053316134,0.9302962452425958,0.5785842195799065,1,10,5.458279147195772,0
NUS Singapore,Barbara Mueller,Robotics Engineering,2020-09-13,2023-08-26,518c05c269ad0dcf7505efb044d1eb8e5d5a21fbf62c96c475da6dbe04d12439,0.9149200431186381,1935,0.668706023925071,0.9145947500307612,0.8267596005043614,1,3,55.10067085412583,0
PMI,Jennifer Thompson,Project Management Professional,2025-06-16,2028-05-19,2777d84351012039459d79d2f3e989c728676bc18dbe941e47df9a22b83aaf33,0.9104203085625181,198,0.7837184072698045,0.8947289100604517,0.9071061942445683,1,4,25.704996070447287,0
edX,Jessica Chen,Big Data Analytics,2022-07-06,2024-01-24,96c80b4e6793b29a0cbe33c9e17bae4c0f07f9e8231a97557382bac8bbc4815f,0.843472650625687,1274,0.9066698875995984,0.9621087782574435,0.6792908673256777,1,6,58.052734339405475,0
IBM,Joseph Anderson,Mobile App Development,2021-01-30,2024-07-30,453c4f73bc70a66183a13f2273be5ebeb9ec4c8f166959478eb2223ef405767d,0.6108241191783315,1796,0.9697373689998264,0.8989202968721199,0.9152395290842731,1,7,10.353707994832122,0
Yale University,Christopher Kim,Data Engineering,2021-07-01,2024-08-07,eb372fe89f6b43dfdcccbd37a0ff28c044db39664a717bf133df60b32bcd821c,0.7533584363292569,1644,0.5045917687939312,0.9112347423846844,0.931141590809015,1,3,2.7865583705913752,0
Cambridge University,Yuki Jackson,Project Management Professional,2025-12-22,2028-09-08,588738fg924c5cadbc52cc3ec895c9209bb3b299807eafabdf11fddbdaa03e07,0.1632,9,0.0352,0.7452,0.2269,0,1,51.43,1
University of Toronto,Michael Santos,Business Analytics,2025-06-19,2026-09-26,1a89aacc5b2a63e1d0afa17ef9f95df334e5b9222ea722d85f886f290ef758c8,0.6401087720248293,195,0.9130604818354616,0.8900092235637519,0.988273379292384,1,7,41.562579143901424,0
IBM,James Thomas,Cybersecurity Analyst,2022-12-21,2024-11-07,df07336184447b34da7dfc0ea38dba9c18a3e56fbd79b90d3a392cc52f76ea17,0.7940254253496347,1106,0.7347572539222479,0.9808442936916129,0.8495806597768535,1,8,8.0137982569826,0
Adobe,David Johnson,UI/UX Design,2022-09-23,2025-08-21,ad3fbb126f2158a758c43fb275589f753944682d3f6eb877c0db0f09db8a9c2a,0.7651900616153315,1195,0.8920684117248522,0.9444525357913613,0.7460961570687344,1,2,0.9461230583471792,0
Cisco,James Kim,Software Testing,2025-04-19,2029-04-01,8abd3866a4383e78f57eedb1f442eaebe2416b57c873464230759e6e85592e01,0.7552641391789919,256,0.8690440458699586,0.9133263909889295,0.9368650335685006,1,3,1.792286752458728,0
DiplomaMill Online,Yuki Chen,Data Engineering,2024-05-06,2026-06-12,0126582abb368558c12db09157b00c70b76575c01e9624ae3eed01af1c2ff109,0.2047,604,0.2692,0.5682,0.2403,1,1,33.77,1
ETH Zurich,Barbara Kim,Cloud Architecture,2020-07-08,2023-05-20,061327595554dbef9a0c5e7a09c4f3959aa03985ff54ce196d8dcb03806027cb,0.874856192136806,2002,0.8708505753845186,0.9339920823232267,0.8999655319586249,1,9,47.01615470493346,0
Columbia University,Arun Wang,Computer Vision,2020-07-22,2023-08-13,4cacbd629bc0182b74787b60b7b5b38c29ba91cb98b143ce99ca862fe1a3cea0,0.7440116158423817,1988,0.8150761309017548,0.9594344951761926,0.943187007638266,1,5,10.691697446299179,0
Columbia University,Joseph Miller,Machine Learning Fundamentals,2025-07-04,2030-06-12,8ee662bc858b41da3214f5e9394fa2bb405ea84a783e7c76a712a5ce4b505d11,0.7959432223508048,180,0.7688087730968443,0.8880126905482262,0.9498869686788102,1,3,10.865143375149916,0
TU Munich,Elizabeth Smith,Project Management Professional,2023-02-13,2027-11-01,6e7d352ab9f3e7f5ce94041edbb35690c627498336779c4444e2625d6f5e943d,0.7635686754436071,1052,0.8376759260991147,0.8899616755831645,0.6450350642217305,1,5,6.6721737671281485,0
ETH Zurich,Linda Davis,Robotics Engineering,2022-09-26,2026-03-16,1f1a036f1f159da73cbb01a9893cc7eef82fb5f8bccdcf418ee82a23d818d479,0.810239085480348,1192,0.8498697729842482,0.9246811318486594,0.9434219121719594,1,4,54.03246984431204,0
CompTIA,Sophie Johnson,Network Engineering,2021-11-22,2025-05-03,c3f317deb12f40246cab5326bea82217c3a0afcd7eccc705fab81899445d2ac7,0.7307783357303079,1500,0.7779598385723393,0.8430181760557233,0.88360303628479,1,6,12.322741683562036,0
Cambridge University,Sarah Taylor,Database Administration,2022-08-11,2026-03-19,aa3c93eccf01210a64205f6a458aa1f5aeb0b14d548078dab7e5e5a267a4a65f,0.922854575205233,1238,0.8107411750096257,0.8751823433287843,0.8978378885893765,1,5,41.61631583224277,0
DiplomaMill Online,Thomas Smith,Cloud Architecture,2024-01-13,2026-09-05,f9b1ad7a64575a8f46d4193dcb43c24bee642fb5d2964efba15d24c16290c2e9,0.0991,718,0.2052,0.3881,0.2311,0,0,27.77,1
Coursera,David Garcia,Network Engineering,2022-01-07,2025-08-20,0a410e1454b7656a9e843b0e5809198b0f602ead8570a86c54e82df9ac22bd77,0.8951407338220777,1454,0.8366988212056108,0.9176596873258664,0.9949323348811561,1,10,105.58998202989942,0
Adobe,Mary Williams,Business Analytics,2024-02-15,2026-01-27,b14c4924de8c0540d0e569e57e3f04ec5794be44807f953ddb3b6dd7a363dd4c,0.6204466536855987,685,0.954268415818927,1.0,0.8873030360571265,1,11,49.13639916054949,0
Coursera,Linda Hassan,Database Administration,2021-11-17,2023-05-05,4bc01de81d1605d0be06251f1d5e8d51c5d3a7be6c8ea9558684a6a7ab4fb5f8,0.9070108435186651,1505,0.7255368833890552,0.9978126285399713,0.8436228370829008,1,5,1.3437463566139551,0
Stanford University,David Kumar,Data Science Professional,2024-05-14,2027-12-31,45398179737a73aae2f14c55178cd3b44cdb6b7e484c53534bf585f9329170d4,0.6395429657759897,596,0.9466762461448787,0.9218463887627987,0.8559974926050867,1,8,17.040701045269113,0
University of Toronto,Jessica Santos,Network Engineering,2023-05-01,2025-07-05,869f887370712d693d3e74ea65e84b9193aa4a16f38a39d363a04b7b1edf6dfc,0.7018314813570707,975,0.7275617630884378,0.9319682038740185,0.9556193351457613,1,4,16.57812849771386,0
PMI,Patricia Martin,Robotics Engineering,2020-03-10,2023-09-04,7c835ccc9ad0877b070e2f8566bc1b150c61ed585d3ac1ac595ec3596ff3c455,0.7907379708556403,2122,0.8031108664442603,0.8871645437146498,0.7753384042810354,1,4,20.64404631672332,0
IIT Delhi,Fatima Williams,Big Data Analytics,2024-09-30,2027-01-31,9370118f4957fd4284308606ff1a89a5686dfd8d61af6a11fbec2daa1696826c,0.5409868250889723,457,0.8503323706911495,0.9606758608684836,0.6227384723561373,1,11,5.288826440502345,0
NUS Singapore,Patricia White,Data Engineering,2023-05-11,2024-07-29,1fd284d8e9c0ef91f61e41da887905f97309463f5040b7852851a2241be7217f,0.9471637215790836,965,0.7617252045623186,0.9324836430086365,0.6711684621408545,1,9,34.3324223903333,0
Harvard University,Mohammed Rodriguez,Agile Methodology,2022-04-06,2026-11-01,a00c91b4ce0fde247f1dae92144ddfb9ed03d5915a6798d99e3b706a8ea3da15,0.9044723651065001,1365,0.9945562442265439,0.9816694016368609,0.9233939966363689,1,6,26.701246258122776,0
Oracle,David Miller,Agile Methodology,2024-09-26,2028-08-27,3c0160b33e2606b329b29d31d592ce7e83e11a8dad227328f2dbc023aee28ef4,0.6324701096777233,461,0.9775258947611201,1.0,0.9875975449487279,1,9,15.227853116463441,0
Cisco,Karen Jackson,AI & Deep Learning,2023-01-11,2025-02-16,4329b1d5f87c0b1dcf43962481093100b98435703c19e38dbb7fe08c144f7e3f,0.9015755801504683,1085,0.8773185021685884,0.9829247503175705,0.9821376356385207,1,7,14.111646742637392,0
University of Toronto,Fatima Santos,Database Administration,2023-09-29,2026-08-19,fbb3d817e6d5830ae80b4648f5d887dcc486d16726c72a2eacdadeafa2e748eb,0.8411218338602527,824,0.8238789961497966,0.9639264021690153,0.8007820476910672,1,6,12.504658764856664,0
Google,Joseph Wang,Software Testing,2020-07-11,2024-09-03,39188c8ec69ac5fd14907b54e8c43f17deb046fae9276282436f141197e1c1e8,0.5121927800503495,1999,0.8414176397936636,0.8600300394663117,0.9930791793501167,1,6,2.6604968368999584,0
IIT Delhi,Karen Santos,Quantum Computing Basics,2021-04-03,2024-07-01,a473acce01787a73ec1c94e1a6619a2a9e9f15a6faf726db85d79738636fc9bb,0.8004078272119166,1733,0.9721526195992309,0.907826450035606,0.72561968652206,1,11,7.717583292673358,0
CertForge Academy,Fatima Jones,Project Management Professional,2023-11-30,2027-05-17,f862fcbfef6bb9aeae3354f42f328016e25d012ffd7edbc476c43ffaf8c7c247,0.0067,762,0.0645,0.744,0.3322,0,0,79.8,1
University of Toronto,Sophie Jackson,DevOps Engineering,2020-04-13,2021-12-16,5a434f01662c6bd5f2697c20fa3d98d13e772f4c175e7fad948f5fc973d99b23,0.8383162117638779,2088,0.8843754745656224,,0.9039229021862155,1,5,96.13216671703914,0
University of Oxford,Patricia Thompson,Robotics Engineering,2025-07-20,2027-08-14,888db303b3713c745c1fcb0257da344223ee7a12ae432e2bed0ff61e1e9924e2,0.8693041139853527,164,0.9122198572675062,0.9446332768930619,0.5822710105143111,1,4,6.291634606049493,0
Coursera,Carlos Wang,Data Engineering,2024-10-17,2028-07-02,b97cd667e922d01d064225aa5df853142984c1051d6e968e382c02323f80ba33,0.8817283048188655,440,0.9532335874863782,0.9614392697751144,0.9573703216580207,1,7,9.552563256281013,0
IBM,Pierre Mueller,AI & Deep Learning,2022-05-07,2024-08-04,a34205165496e820f89b3850a6dd761a230ff078ebed5259a67e682146d7d552,0.8143384643286397,1334,0.9222610128305314,0.9654261967737028,0.9772605296420245,1,6,10.855957307021075,0
Udemy,Carlos Chen,Computer Vision,2021-06-22,2025-08-05,8a9757cb7d50cce1351e4d985c0636f78862fb2f609ad35a931a5baeb1bef913,0.9448208463730884,1653,0.7601947242312797,0.91523578066573,0.9751025374576924,1,6,58.54601572575917,0
Johns Hopkins University,Thomas Tanaka,Mobile App Development,2020-03-16,2022-02-02,dfbd7e92f10d63b8dd86f707529c47be95bac85c5d18eccbb95995eb4e0e6c3f,0.9222529771899374,2116,0.8673025322366954,0.9445701505414691,0.8694576732924113,1,5,105.47561994698872,0
Google,Arun Rodriguez,Project Management Professional,2024-08-11,2029-07-17,6b28747902c2da75291eadfd884da20126f5b5712e0ec78ae75f7d64a178cf70,0.922506683963883,507,0.45169721962833254,0.8786266837246112,0.9065105403178295,1,9,72.49849354371504,0
Harvard University,John Harris,Database Administration,2020-11-28,2022-06-07,9e75626664138eaea1c62e427e6b1d9e5035f5db963b7f095cf939d201241f57,0.8930649484752532,1859,0.8533139921163719,0.956994428135205,0.9695398189282819,1,15,45.0200850768299,0
edX,Pierre Jackson,Robotics Engineering,2024-03-31,2026-04-09,1554031205e2c76d52303fe8a34df9f0b15e7eca5f5b583e7c606ea8987a3f54,0.9523401442375632,640,0.9436637600571808,0.8115364509168198,0.8265696350520961,1,4,13.462365913107599,0
FakeUniversity123,David Anderson,Cybersecurity Analyst,2023-06-18,2027-06-07,af2f5abe1801dbedd7275721326cd1b17b9f5307eb975a524fa7a03732885112,0.3584,927,0.1138,0.6048,0.2295,0,0,45.1,1
edX,Karen Jones,Robotics Engineering,2023-06-10,2025-06-22,20e5c025cd458b83a998eb9c015cbe915dddcafbda4210117fd144d791446ba6,0.9055295165177544,935,0.8574391458190732,0.8569765776410468,0.8485988510957931,1,6,3.4723833630971512,0
Yale University,Sophie Patel,Big Data Analytics,2021-05-19,2024-01-01,fa73ee9d027c1aa7ca735871b78575d38c69e796e442dfc81a0968f4af9c4d5f,0.7703944057716375,1687,0.8148171847455734,0.9762420058590545,0.8360162624451342,1,4,18.070038664322084,0
Microsoft,Wei Thomas,Robotics Engineering,2022-07-11,2023-02-08,757a01f9485986d208b7cbc,0.1311,1269,0.1418,0.9009,0.221,0,0,1.35,1
edX,Linda Kim,Robotics Engineering,2023-07-17,2027-12-12,aefc9d1894f4d075a0301f0a8bf84adba3afe5017f5b1ae1d41a654f81e08e3f,0.753990125320152,898,0.854573850614266,0.9455383389086681,0.829554887688003,1,8,6.905948867880156,0
Columbia University,Priya Brown,Computer Vision,2022-04-21,2023-07-05,7e1afefe5963ba48da660fefd7c071bcd4504baa8c7d90a9be4ffe1d8e567814,0.7412353194935386,1350,0.6393357424995892,0.9013613354432339,0.9295292256831019,1,4,4.1341115161479305,0
Microsoft,Arun Williams,Cybersecurity Analyst,2020-07-16,2024-06-17,5bab9b2491f7bebfac1085c72af0e40feb1284bd29ff5bb4f241ab46fb111894,0.9586226729333169,1994,0.6990167022473615,0.8995207302951967,0.9455082141060451,1,6,63.93753763047647,0
Cambridge University,Barbara Johnson,Machine Learning Fundamentals,2022-08-18,2027-06-18,996f4ea008ddb5be299b789edba450adf52a7a7e0967ab55f08d6a7ac04d1a41,0.7983461327882563,1231,0.7996885346058528,0.915191386640721,0.970932936014168,1,4,11.351002135279414,0
FakeUniversity123,John Santos,Robotics Engineering,2023-06-24,2024-01-30,3372a1ae2f4a071555f08288a766a911c1f87b656023ea6a3930f3ed2d194e2b,0.2069,921,0.2374,0.635,0.0973,1,0,207.55,1
NUS Singapore,David White,Business Analytics,2024-01-18,2028-08-26,639261eff1ca1555217c756a3517da2c713f342cad2219b7e3638aa797bc28f1,0.9407289773375547,713,0.8466364282024332,0.8490614775275463,0.9473359433571426,1,7,7.642393988814974,0
Columbia University,Sarah Davis,Computer Vision,2024-02-25,2028-07-10,036a621efe33baa34ed49d3bab6f37397ef770fcb1bb187f1087bc93d3c39b2f,0.9458540088914861,675,,0.9913652683788126,0.9407058838722304,1,7,11.711803536583718,0
Salesforce,Elizabeth Santos,Cybersecurity Analyst,2021-04-23,2025-07-11,bd66dfb85a5b8b8854ee4389218d9850cfe499b38e12f3be5dcfc6247ecf02f4,0.4501667374499876,1713,0.7211415425056796,0.9374426362755351,0.9788184697965738,1,5,20.835952603108815,0
Cambridge University,Elizabeth Jones,Project Management Professional,2021-08-08,2023-11-16,808087460f74f5dbf34d8da91ee65bd862348e0f7b7d64caac0187e2defcd906,0.8489708029074361,1606,0.9383213829784869,0.8325629431189294,0.975193949169202,1,11,51.41501372090912,0
Udemy,Sarah White,Data Engineering,2020-10-10,2023-09-24,bb4b4e90f6a1eb9408e9cb711041eb59a260493ff4aa89fbd65e6beac09b6426,0.6907293748838492,1908,0.48867998597435824,0.8743642122411072,0.7332887288297204,1,5,6.829259669477996,0
ETH Zurich,Christopher Jackson,Data Science Professional,2024-10-17,2026-09-27,270842526805707ff3f183d67ef1662d0072da670eb379b7e7cd2ba13035cdc0,0.9043805740754904,440,0.9562341664488896,0.9044690799179613,0.7495934492774301,1,5,13.06083184869774,0
TU Munich,Joseph Harris,Data Science Professional,2022-06-14,2023-11-24,9092ed4d70b9d7f8e0da8fa832c108bd1bfe416dc600fadd0c7b822e696a1058,0.8272654590252324,1296,0.7545932558390668,0.8421289566895108,0.8427735241033941,1,9,74.16349160462975,0
Salesforce,Richard Anderson,Natural Language Processing,2025-04-09,2029-04-21,8d27323406691ff23dc60d42ad5473dcbc3864cb65cc1b4849135a66ce9e81c2,0.6029006287425325,266,0.8857771072777577,0.9505741440922948,0.692649994481275,1,4,15.599611035739287,0
CompTIA,Ana Davis,Cloud Architecture,2021-01-09,2023-03-18,1245c9768df08517a629fb0c8fbcfd9b90d29045cc4e79e23f28514555fcd1e5,0.7962405004007537,1817,0.6320106335301569,0.9368211440967,0.9005970434488276,1,6,27.754331559152046,0
Harvard University,Michael Brown,UI/UX Design,2020-10-19,2024-11-07,7ef9b668ad9176c285f0f192c27e976398618e7fd9f9bf991189e4a966df9b11,0.8401267685647669,1899,0.5426959491399278,0.8810784043051693,0.5103448505490249,1,9,1.701258419284095,0
MIT,Sarah Mueller,Full Stack Development,2025-01-02,2026-06-20,5e22bd5241356c6391805c58b28a947a82cdcc29e59343e3cd07edc15a0e3e40,0.6818450742520445,363,0.9153149856550908,0.9447286360269797,0.695165134167999,1,12,10.483440354118688,0
TU Munich,Jessica Garcia,Business Analytics,2021-01-09,2025-06-22,25b78fa8259587312b94fc9db59ccd20eb1b2072d594b3be020516991db177d2,0.9531015032949469,1817,0.9566513020077736,0.9381778274566349,0.8933497988262322,1,8,4.406066884979288,0
Adobe,Patricia Rossi,Quantum Computing Basics,2021-01-29,2025-06-18,75acb689b1d255dec4f4f5d7be1c041eb5f91055575cbb504649fb544fc673b7,0.628383200640039,1797,0.9644577938068827,0.8934204340925598,,1,6,101.60466948887203,0
NUS Singapore,Mary Brown,Digital Marketing,2024-01-22,2028-01-17,fd64ce9097148ada236a93069ac44703ca7742f09c23cf8fffd2d394a171b493,0.964169327304357,709,0.6805610241152114,0.9109681473612412,0.97729990408156,1,5,10.427725531605388,0
Adobe,Patricia Patel,Full Stack Development,2022-04-24,2026-05-06,dd68e72c6b505105dc71bdc657ecc8c020e826a4b9c68a2a968f294b777c378c,0.9477695735517447,1347,,0.9328304764807224,0.791632841867449,1,5,5.956618801622893,0
Adobe,Yuki Brown,Software Testing,2025-03-12,2026-04-14,0dadd1fcf9a5282007a410000bfacc15f288a4813034b68497580df65faacf2d,0.8317100677071223,294,0.9755975039605163,0.9320081546343324,0.9483558312781487,1,7,62.532774822274874,0
Harvard University,Priya Brown,Full Stack Development,2023-06-18,2026-09-17,75f69bee99a6e3101aeee7f4d1d1b0ac68281c6238b86830298edc6e96db7a12,0.7817319851018283,927,0.902791353822706,0.9124241431786232,0.7294194317268622,1,6,60.224825575342344,0
IBM,Robert Martin,IoT Development,2025-03-19,2028-07-05,7e9aa305d5ef3e494805754d71c1c3c9dc2e1ca25765b73b4a9977a3c7f611ad,0.9562376890648888,287,0.768131250022931,0.7843704022714996,0.8504012303053287,1,8,6.78823846881906,0
Columbia University,Thomas Davis,Machine Learning Fundamentals,2025-01-18,2026-10-18,e7008ac0c5d1c4c5e18eb4f4993abe2017e56c9c19d5be238ea52a1619bf5201,0.7794945359096677,347,0.9253981423084608,0.9916213203775048,0.9683647515913566,1,4,8.237305492196368,0
Google,John Mueller,Database Administration,2023-01-07,2024-10-21,b890bb24a0a5e0a481f0b598f22b6ec64c8b71ead6e21185525982e1f46ee284,0.9410633904135951,1089,0.9225002760971693,0.9141059628579,0.9827523197431134,1,6,8.36944584919766,0
Stanford University,Yuki Miller,AI & Deep Learning,2023-05-09,2027-03-11,eaa1ce6a704a255e695815233ff40396dfc910f1f62777da2a15e39a54eac93e,0.9052766471791334,967,0.9497803022649134,0.9114227488725966,0.8391167794436106,1,9,52.672396175416836,0
Cisco,Christopher Hassan,Business Analytics,2025-06-09,2028-03-09,7ce2c1a80519a68b70a6af5b53cf3ca0cf3778c039a34282a4263341b3e4241d,0.8966374207020331,205,0.8873611069331746,0.8752530259044354,0.7780277107242063,1,6,16.81087579137995,0
Johns Hopkins University,Mary Anderson,DevOps Engineering,2024-10-05,2028-06-21,0beb45dcf7344ca4eb670d28e055792d8325ce939b8aed158a2ce8429853385d,0.6511992998869921,452,0.9587735091894065,1.0,0.962543810280463,1,7,24.946705648662768,0
CompTIA,Sophie Ali,Data Science Professional,2024-03-05,2028-01-18,869d9be29ec6af5a2138519874aedc36021567bf6606996a0d908afd0d093ee2,0.7520077849623639,666,0.8829580955768939,0.952156448974362,0.874123233158574,1,6,57.562362116939816,0
Harvard University,Barbara Mueller,Full Stack Development,2025-08-06,2028-07-08,129fdc9f254ef7df1f7a8b40aa5cbbd228b1e0e5b5594238fcadc8310619ef6e,0.7095220338043219,147,0.667333194139398,0.962529865548726,0.6956724985262643,1,8,13.000573514735926,0
Yale University,Christopher Brown,Network Engineering,2022-09-20,2026-12-09,f28787a110b2b743cb7f3d03ab042f81770b8aaa93eb04593c35856183d7f2e2,0.8866893678279244,1198,0.5950220500087746,0.9383998999505192,0.706712686354321,1,6,54.854929837948674,0
Johns Hopkins University,Robert Wang,Data Science Professional,2025-10-14,2027-07-29,726ccf3310681c21a7a751362ac70384a93ad705d7d4c53cb6bb990d64353753,0.8974171732810019,78,0.719960458254355,1.0,0.6714581029636236,0,8,5.399471521433088,0
CompTIA,John Jackson,Network Engineering,2023-01-05,2027-11-20,dd1fbda333124fdbfab1ced5b44858f579e3fed61ee72c5351b4918885f16a1b,0.7748324239660036,1091,0.937214886121208,0.875123003890187,0.9522902683982378,1,6,10.23421831781249,0
University of Oxford,Linda Kumar,Data Engineering,2023-12-24,2028-02-08,87df8a357dfcd825b9bd1c81adbad58a91f7aeaafc65c1910fae7d79bf1eef2c,0.8893404209838354,738,0.8466588304011399,0.9649280418282181,0.8019544301422018,1,5,22.823088578201144,0
Yale University,Arun Dubois,Network Engineering,2026-11-26,2029-10-12,4c5f96fb211e3b6795e894eac2c7cc1dd76222dcddab70a9185d58e57460b81d,0.4376,-330,0.7101,0.3925,0.0793,0,2,23.96,1
University of Toronto,Linda Brown,Data Science Professional,2023-11-04,2027-07-09,99e176cff2d942b9f9d96fb21c95dc1640ace7f3e5a3443eab171b381841119c,0.8588957275334407,788,0.6783448578867047,0.9737876959369625,0.8830670628359266,1,6,36.56428443093502,0
MIT,Sophie Hassan,Machine Learning Fundamentals,2020-05-03,2024-06-20,050d54d16565ced049c78a057bba85e5ad0ef4d861a1e39c88bf42edb4d5d49e,0.6011737579792711,2068,0.9507490872145372,0.8906593936142071,0.8321257339607834,1,7,17.359017021094296,0
MIT,Priya Johnson,Big Data Analytics,2024-07-24,2028-05-06,912edeb10c5667f62d36783f1b3a50650191699bcc29323e21b0ec0384347abe,0.8149096822718873,525,0.8769830856039634,0.8842425863134653,0.734936200460644,0,7,30.28031794106755,0
MIT,Robert Dubois,Machine Learning Fundamentals,2023-04-16,2024-12-14,fe5a82744f2efca2be004510b4a9d2b091f1b94b2b3af3c0cd77c2509d7ecec0,0.5594296729447372,990,0.9067863276968359,0.9037386717048238,0.7879583166002664,1,9,5.313711082476161,0
NUS Singapore,Thomas Jones,Natural Language Processing,2023-06-20,2025-10-05,0eb9407320ebdf0395eb4e7d555fade05fcbcda7d3df526f5c76d4533ed4ace9,0.6020840969412344,925,0.7392316087867664,0.9562329168127763,0.9809759554626948,1,6,2.808000578285949,0
University of Toronto,Pierre Mueller,Computer Vision,2022-02-28,2025-04-25,707261c0217a1ee4b3a370ad4e9db53f490650a830ed77a6aa8692ad08591ea9,0.8113715113119577,1402,0.9474196707893642,0.9219437370639387,0.9617935057675393,1,7,2.415480510714042,0
Salesforce,Ana Tanaka,Quantum Computing Basics,2022-03-14,2025-04-18,62e500d9870e49f8937e67d61239d7f4f995e926583ed3187330213919aa83e7,0.8165721497411105,1388,0.8083485625147514,0.9685694944713772,0.9313408566785515,1,5,8.700322021726738,0
InstaDegree Corp,Susan Mueller,Natural Language Processing,2026-08-14,2029-07-28,26b204f781c27c9cdb6f9ce98ddbdecd7ed6cd31e8f74befe9b3fbec648a7b5a,0.0145,-226,0.1268,0.6516,0.2418,0,0,69.04,1
IBM,Susan Harris,Data Science Professional,2021-07-05,2025-02-22,f9bf471f91597750418264e58ebd020a81a2746f145b13b8469333d6f00c1460,0.8378258845984365,1640,0.9837628214347517,0.915826646157277,0.8970855598142737,1,11,5.627946783682552,0
Google,Sarah Davis,Project Management Professional,2023-06-18,2024-06-29,9a7b0cc81e4b059d633f136772941b332de898867956f14a6d846be305ebe2ea,0.8597896845894176,927,0.9335926962813188,0.8114042295658476,0.8489115443905707,1,10,9.858639513292253,0
Google,Ana Harris,Software Testing,2020-10-16,2022-05-11,2f1eed0a90e67550bfb7604f5ececddc52a3434489122224a7e175b75e4e2412,0.970257686091329,1902,0.9387390827617105,0.9307343744848761,0.7142264846893909,1,5,5.754997327135576,0
Coursera,Yuki Thomas,Full Stack Development,2021-09-12,2023-05-12,e91914685df8391ebdc62e861a10a0f1f9da13aff7fbfa9990c1e767824eb96c,0.9404509536671612,1571,0.8360938125979157,0.9937256802905766,0.940381192945041,1,10,19.58196875756473,0
FakeUniversity123,Richard White,Network Engineering,2024-10-28,2026-02-28,4236084c286240e943e732058f47cfcd751fde9b1d8597f4809c8bea8d5901e3,0.3487,429,0.4,0.6476,0.0631,0,2,83.86,1
IBM,Arun Hassan,Quantum Computing Basics,2024-12-23,2028-03-15,e5bfab8337363c4891e074ded11bc2635fdf12cb824e50c9f783ceb46b3a603f,0.741188572506716,373,0.8418162338805513,0.9332204029918092,0.8361010744788359,0,10,88.31722893730084,0
Salesforce,Jennifer Thomas,UI/UX Design,2022-05-20,2026-10-19,5b5bb60bb9411f2167e9179d1ae3d67e6c839bf9219210b57d319c3b8d13994a,0.6449470383768869,1321,0.7408254818405592,0.9272315380989472,0.8661866843249686,1,7,10.186614432567053,0
TU Munich,Joseph Tanaka,Natural Language Processing,2023-08-02,2026-01-13,c9e570248b782d2951efe7525aa4445848176fca9cd56b69dab2a53239e22283,0.341666814043273,882,0.9675047896707664,0.9070949396869037,0.8109589436731464,1,8,9.749571119674277,0
NUS Singapore,Christopher Williams,Quantum Computing Basics,2021-02-21,2024-12-02,f30c82f5cd96ecd999d75ba44a6ea648625de0641b4bc3551ca9f01d9d0bfc10,0.5226344299349442,1774,0.8775670258372381,0.7821940264690732,0.982597435232667,1,6,9.864005771078157,0
FakeUniversity123,Arun Anderson,Mobile App Development,2024-03-14,2024-11-10,bef4569c3547dbd14eb854984bfed5f51d5ca1f472e0ec87a3ac5deff9c5fdbe,0.0578,657,0.1172,0.3566,0.3588,0,0,272.16,1
Adobe,Carlos Tanaka,Robotics Engineering,2022-08-15,2022-11-20,c07162de8a6a2af5b6a58ea269cacc0b4827e8b90ad9959b9f1f34ee98b1b0bb,0.0178,1234,0.5157,0.7118,0.3695,1,1,29.27,1
Cisco,Susan Tanaka,Agile Methodology,2021-02-27,2023-04-03,cab6882b0459a11508d6027399777441ea87d2fbb956d4dc7c89435884211fbc,0.5700781766457376,1768,0.6506038665976657,0.9004711761598028,0.9625167678300687,1,2,81.10312181594252,0
University of Toronto,Joseph Dubois,Big Data Analytics,2023-04-21,2025-04-30,ccb58864ce5612180c70e3c438b03a632b5c7ea1bf7fa5692ee6e4b1d860d0aa,0.7701628165992571,985,0.7549213451692417,0.9345696187422065,0.9062404070943126,1,4,30.842647119241146,0
TU Munich,Elizabeth Dubois,Cybersecurity Analyst,2025-10-27,2030-06-08,595efb5653952a10b28a520db35167a6434780f860e0d3336e3305ea03ce42e9,0.6764750122763312,65,0.6364886875010428,0.8781653131787338,0.9650462377780826,1,4,22.120258678455972,0
AWS,Karen Brown,Project Management Professional,2023-07-09,2025-06-04,585e41c8d0fbc504aae25a1d51689c2f2c0f5bb04c645cf5a2cac1f70be0ce2d,0.8900254342710565,906,0.9741419937990194,0.9360386755148852,0.66357458765696,1,9,10.616141855381752,0
Oracle,Elizabeth Patel,Cybersecurity Analyst,2025-02-07,2027-06-10,36be92202d56377c46e48d07d99e92e28fa21dfff0e37a1f23f2fe1ac1f63630,0.8223766419740804,327,0.9667458375975712,0.8740141045903483,0.8543319627728588,1,5,4.426193161827944,0
Udemy,Susan Smith,Data Science Professional,2025-12-10,2027-09-20,5a1da303f63b709875d0d1a19964d6ce059b5ddd58a6dd4813663a0f701a7802,0.7544801696001545,21,0.9217962313766572,0.9156822962999941,0.9383988993094043,1,3,2.5415491293099417,0
edX,Linda Jones,Full Stack Development,2024-06-16,2027-06-30,4d8b9b878c6952b2553af0cac12037eb24fba69a72dfebad49fdd4998d5e6453,0.7264068723625381,563,0.990817802342835,0.9987891145255204,0.939616676248154,1,4,39.66468053695847,0
Adobe,Richard Thomas,UI/UX Design,2022-07-30,2026-03-12,ccc9a8992c1db6b2c1e57b2864991ce7ca1f3554963ddd69cafcb394f7b29a87,0.6011424734392227,1250,0.8495377667129209,0.9117252336149705,0.6783318952306734,1,2,20.034389273419766,0
Microsoft,Mary Thomas,Blockchain Development,2025-01-15,2027-07-16,9070270ecc3b386c5b469440ecc705729425afc53911965ceb277aca81ebb97f,0.6909335878628114,350,0.6170447433320955,0.9656561653173705,0.9233207239560828,1,6,10.536075583462932,0
Udemy,Linda Hassan,Quantum Computing Basics,2024-10-06,2027-04-09,f630aee1cd1af99dab954c049a5a36a168c288b52829579607c3db4d2bc34c1e,0.7326080219655063,451,0.9213273284534057,0.9236026172845924,0.7610125869222432,1,6,49.58286134484371,0
ETH Zurich,Susan Taylor,DevOps Engineering,2023-08-28,2028-02-16,e5a194aeba1dbec4d1614a655fc2f52e3e6ec4aa8bf9b900d8efccfd11d45dbe,0.8748978424271503,856,0.5900880112382358,0.868724356159126,0.9951487205719796,1,6,15.32110064333408,0
Harvard University,Ana Thomas,UI/UX Design,2023-11-14,2025-03-13,e2e0c04cbe5a25a36c3ef62497389ac010e36d5b803be8cfafb964c13788ae93,0.8887750441119624,778,0.8844448651074859,,0.661774140873795,1,6,16.002265012455307,0
IIT Delhi,Karen White,Robotics Engineering,2020-11-07,2022-12-18,cca24e3a58b82d0c4fd0257fb2a8367dcacbf7e8e7f7e06018c608a8def2ebf2,0.7726345933191701,1880,0.8808784589155926,0.9072566953353647,0.8268822498907034,1,6,5.615582322459177,0
QuickCert Ltd,Robert White,Big Data Analytics,2026-04-25,2028-10-30,a33fb96d8e6443738cefdda24f6e4b29d2b069742342db530b72f39e07072338,0.1766,-115,0.1072,0.7874,0.3223,0,2,43.23,1
Cambridge University,Jennifer Tanaka,Full Stack Development,2024-10-24,2027-02-19,e2c207adb3bf514459b1e19d1282bf6b588e7e3e2e4eb16b5bb235f2d79ccdb4,0.8976304343525423,433,0.803191164929191,0.8460849765474205,0.862819508744811,0,4,9.508220371729248,0
Google,John Santos,Robotics Engineering,2020-11-13,2024-06-17,c60d81979ca7163cdd4466cedb01fe5c2fb031a98b2a29e94b6c10d030d7da01,0.9291536608958595,1874,0.5666847324047699,0.8974632125938984,0.9112310713763042,1,6,20.763646396087722,0
Cisco,Sophie Taylor,Data Engineering,2023-02-14,2024-10-02,dd9e09752a6ca57dc0c8f9a991f934ef5adb0d7be8d4fb7adcd650d2daafd451,0.7496716123206435,1051,0.6499839841443379,0.9273198839389746,0.8986486375198323,1,4,19.237125671706117,0
IBM,Barbara Tanaka,Database Administration,2025-10-11,2027-09-06,cab756805f232479ed69e57329a30ac3820425f3cb7846858a95ac5cca1b3107,0.9149841351509939,81,0.645983798990404,0.9101359850316786,0.808934388211391,1,5,9.128333906739345,0
PMI,Jessica Thompson,Mobile App Development,2022-09-19,2024-01-30,8e7f48f5e7b899a7c0a65f1476b567da7fcf3ad0745e503da4321b00f2493791,0.8364831383243065,1199,0.845789493333006,0.9368287897746531,0.8819991494913499,1,8,0.6166117393714913,0
University of Toronto,Barbara Kumar,Software Testing,2024-03-31,2027-08-26,112d6be482ad8b5b243d35de2366c6459e237e6c9f97f73a720a3961d1ce094a,0.8264592038452186,640,0.7958015121067107,0.797162840201591,0.921220471857479,1,8,31.381699158467327,0
Google,David Chen,Data Engineering,2021-01-12,2023-10-05,bc12b4209157591e127d69090b3d5bb6b4ffe54389a42e09ba283fb572e6c5b6,0.979527788964411,1814,0.7822050466751225,0.9013680266258369,0.8003769658250021,1,7,14.435099505105239,0
Adobe,John Brown,Mobile App Development,2023-02-03,2024-02-07,5546e6dd9b2529235a7520608cdcc925013e66018428e1424890208ddf13bfd2,0.7210837068082464,1062,0.9905094005325288,0.8662994567127392,0.9927272299082206,1,6,44.608170820022956,0
Udemy,Ana Taylor,Computer Vision,2025-04-22,2028-10-10,4c298a4d4ddd0d10576524695f97f9b2d83816720ca3b8f26838347b5071ef9b,0.6654529153633286,253,0.9564757863972563,0.9219374594344255,0.7797230755353953,1,7,61.88507364994041,0
IIT Delhi,Joseph Jones,Robotics Engineering,2022-07-23,2024-04-06,ab80e4eb42ea1b568eb029b70244e993d137c1c19682e694c21afc0f5323db8c,0.2815,1257,0.2526,0.7165,0.0258,0,1,101.52,1
Yale University,Linda Brown,Database Administration,2023-04-21,2024-08-15,e0f1aab35dd25257d7b8bf39e2eb40546d94712bef70e4dc87656a0342321b74,0.8131763784555022,985,0.8356762912498532,0.9014078272532371,0.6187444085327889,1,11,37.55532671889737,0
Harvard University,Linda Kumar,IoT Development,2024-04-25,2027-09-04,df83eb71986790314868d38cbf76963f50ebad9296c99769a3af878dbed51e2a,0.6977635607368274,615,0.8232296167076921,0.9648426597197448,0.8021957959721836,1,8,148.47718150379163,0
Harvard University,Wei Taylor,UI/UX Design,2020-03-29,2024-11-30,b1af1a2bf1f001d1bf6a4ab64f03c26583bf59ec9fc76830b4c4f2720a910487,0.849768302555279,2103,0.8996568923148874,0.9668407158461334,0.9270768708814842,1,5,14.013041418851962,0
IBM,Jennifer Chen,Cybersecurity Analyst,2025-11-17,2029-05-26,ac2b88c8ab91ce723b5f2a5f50141a81a4350660826d2236eda742ace963f48b,0.8394982111314486,44,0.672441760902561,0.9056354665953876,0.5734212543392794,1,5,17.807534860896197,0
CertForge Academy,Ana Jones,Machine Learning Fundamentals,2023-06-27,2028-04-23,2e3069f69ac7d581087b07d80ac59b7d049ad7770dad4169f090e9ba4df89f39,0.086,918,0.2598,0.6326,0.1266,1,0,47.68,1
Adobe,Sarah Dubois,IoT Development,2023-11-04,2026-04-04,3c5a71bec354aac47f84177fc3c8f94a3f3a870f5a956859b8e673171c65f3cb,0.6510858212748742,788,0.9492963536717828,0.8924124282068213,0.7800462136922387,1,5,25.8156259653772,0
Columbia University,Priya Kumar,Robotics Engineering,2022-12-19,2025-05-20,33acecf62d942d2d0f566ef8f328c009ff13b1802ab07c631acb4bbf99316ae8,0.1643,1108,0.1918,0.4388,0.1778,0,2,56.9,1
Microsoft,William Mueller,Network Engineering,2025-12-18,2029-05-15,b6a851e25ad04a04c3fdf66c3f854b97bd2c6effc0affabb3999122c8e1eb272,0.9266842027702771,13,0.9098993181827776,0.9272725393375392,0.8980124723969967,1,4,26.13372009460666,0
Columbia University,Susan Patel,Full Stack Development,2021-06-18,2025-03-21,d137ba2b6f0882fb9c076511c06fad1255dc93b13349ee28f17a00b5db8ec29e,0.8174796339517778,1657,0.8573337087275791,0.93197885939436,0.7192468901982584,1,7,3.4084369858483816,0
FakeUniversity123,John Harris,Network Engineering,2024-06-15,2027-09-28,ef0dd574d3294c1a16322e07e22924849f7683ce8b2fcf17cbf4384e9913c738,0.2754,564,0.3838,0.4422,0.3947,0,2,48.08,1
Cambridge University,Yuki Davis,Quantum Computing Basics,2024-06-18,2025-12-07,323b2b0730168684f6b84589a645a2dfe0d36094faae3e301bfa9ee0d7bdbdba,0.62786958674656,561,0.9504114082306443,1.0,0.9879137999684712,1,7,18.74906877143583,0
Johns Hopkins University,Mary Brown,Database Administration,2024-04-01,2028-03-11,96187a44247b2e0e6334a4d1b0bb2de15bdf706dc14e7f8e71f2dc3815453de4,0.7043103842549321,639,0.7668653701465911,0.9166385218924507,0.7635632713483097,1,8,36.27612045875467,0
Yale University,David Miller,Blockchain Development,2020-09-18,2023-10-31,5f4b7d83992e217e720deefbb7a87193307b05e53f25c62043408746b3a34a15,0.7319453919262309,1930,0.9331638624630331,0.9851497701778397,0.7976237132177303,1,5,62.95637093067493,0
PMI,Elizabeth White,Network Engineering,2020-12-18,2023-04-08,5f37ae6729e31fa34ce9365d37f968ccd9b9fb9fdbfc08a9f58b6d503787ed2e,0.7522675582534081,1839,0.9665692994592258,0.9041302859263475,0.8921506722662764,1,13,30.8043991809415,0
Yale University,Patricia Williams,Software Testing,2022-08-16,2024-04-29,9e25e1853232dd4a028ffa19ba097ba06d301f3c87ab93e48099e5ff87478bab,0.8948840779208543,1233,0.48970694076091137,0.9376618544620092,0.7125926220876339,1,7,4.8538855507962,0
University of Oxford,David Martin,Machine Learning Fundamentals,2021-02-06,2024-12-29,de4e98c42abdfd0be9e416a0f4501b8b69db36fafa09c2465181c7ca43cf55d3,0.8863818794662308,1789,0.9348246400810719,0.9185236639485026,0.8358448115736659,1,8,59.17247501908174,0
ETH Zurich,Arun Wang,Digital Marketing,2022-05-12,2025-05-11,7c9d5c30a44d693391805497895930f609cfb8d0c957af8e28c4b627e73c23f9,0.8932763905537161,1329,0.9929991102230314,0.9196659707662529,0.9278591913061157,1,7,18.333936684213747,0
Cambridge University,Priya Rodriguez,Cloud Architecture,2022-06-21,2026-02-19,5d615927fc2715afe28442b54537cdc4448cc0ce8fd935c548e28a17c83b37b4,0.9425308178867694,1289,0.7323828460919387,1.0,0.9323286462065599,1,7,43.942204533039245,0
IIT Delhi,Christopher Chen,Cloud Architecture,2021-11-02,2025-11-17,4f365f5543997c8db6d4d6fcd319544f03a98ec190f6f9defdcba0614dbf5baf,0.9831601660120365,1520,0.8974762407076469,0.8996127693849371,0.8778007174188299,1,5,2.775903549474371,0
Adobe,Carlos Rossi,Cloud Architecture,2020-08-24,2024-06-08,472275885c16492a811c9756f7b46415847031b2996bfeb43ec76db15553e71f,0.8712403817970591,1955,0.8266201587038413,0.9608966365715657,0.9020373935542652,0,9,14.936433095385926,0
Columbia University,Christopher Taylor,IoT Development,2020-04-14,2023-07-23,42586530e18b9782c7860939f7e95ed0c8f4e1e69c996c6a422480c23f9ed916,0.8460568399166878,2087,0.9914364040094451,0.8990201553259257,0.7584235077479948,1,9,3.3352393577976467,0
Cisco,Christopher Brown,Quantum Computing Basics,2022-09-04,2024-04-24,1bad2c80c324e065f12a048847aa0faa557362d016729431b50bf59d44f45922,0.9606904399240012,1214,0.8897591657957126,0.9239680576420368,0.9946934771023968,1,7,23.609933069468806,0
MIT,Barbara Santos,Business Analytics,2021-08-02,2025-01-08,7acb1a7e04c6f33f30dc1fabf1ef5cf6f2f8c3202e9812e2fa25805b2b0a6151,0.5190523409392219,1612,0.7374049685290215,0.946112531800889,0.9728590619233911,1,3,43.27861139764864,0
IBM,Mohammed White,UI/UX Design,2025-04-14,2030-04-02,3877e5e91179a4ccb185a3f2aee4bdd4b25785225446ffc9f2d41e084c5bfb2f,0.6858445071033241,261,0.7282813705876618,0.8683484563651122,0.547244600987832,1,4,105.55074664340502,0
Udemy,Sarah Kumar,Quantum Computing Basics,2021-09-30,2023-01-20,886ab9ef2b51e93f6abe2a0659245e8e7941a6bd2d9244884e3b51e65a4f546a,0.9883701500265089,1553,0.7077326222099874,1.0,0.9228909499961361,1,6,12.347699610899369,0
Coursera,Priya Chen,Big Data Analytics,2021-04-06,2022-08-12,837c14139c08733016885b182b9e41422af275b2b78cb4500b3056d0e0468302,0.9328898336974515,1730,0.8665935386788695,0.893860796696847,0.7753866943410642,1,4,11.331536191861055,0
CompTIA,David Ali,UI/UX Design,2025-10-19,2030-03-30,75264a5c10e97adac92ec898818d9141c70a9b5f8f5dd0b74c5c3ec8ef295da8,0.5568820622564473,73,0.9182211525078564,0.9434551614565359,0.7745896845875787,0,4,10.847889050828776,0
Cambridge University,Mohammed Anderson,Business Analytics,2021-09-13,2022-09-28,f2f4fcc720cbda00e48e1bf37efc24ecc0ac98add61d45e9c95ec45ab84a731e,0.7162478835362887,1570,0.6599233363950482,0.8719325452361114,0.8501896992551835,1,5,1.6308639380760772,0
TU Munich,James Patel,Business Analytics,2023-06-21,2025-08-05,3e4faf067429ceb79ca0d024adee0458d4d01b1a686a41046cb36294e74b453f,0.8668352694671638,924,0.9495673564702094,0.8947373169999302,0.9044197560821071,1,8,53.18248070536418,0
PMI,Karen Santos,Network Engineering,2024-08-15,2028-07-29,b50254a710da4c255e971b5ac858845a540f62a34b267d300543db821aed57a1,0.7919930144932307,503,0.8656953778349863,0.9766034169523922,0.936385538207125,1,11,48.493249592780394,0
Stanford University,Arun Martin,Computer Vision,2020-10-26,2023-01-21,cbc320c69a9b48ed6b6b4cbedf61666578635604760695ecfe40381b175f57b4,0.7629050606692088,1892,0.7622225381067605,0.9780431252149877,0.9744611069384294,1,5,10.444014599133558,0
Coursera,Arun Rodriguez,Network Engineering,2025-05-29,2029-11-15,c4e618087e305234dbddc6a8e5ae4636676bb79fd103bb441b1cd2b17053e28c,0.9510046355970446,216,0.8911858985169008,0.9355671900903243,0.9178015640038911,1,2,14.00559068206704,0
MIT,Thomas Thomas,Digital Marketing,2022-04-10,2025-08-07,30b587e2b77b0258f9eedd4f1abf9f055bc0c74d7df56774df6a334e35d19e22,0.806151883078921,1361,0.9623756094247835,0.9356162212757919,0.8623543985990542,1,7,26.502770756078036,0
PMI,Jennifer Wang,AI & Deep Learning,2025-08-12,2030-07-03,bd6f0287a7a1ac27f8353525a4cfe6f2687320ab69fd6e42f6ddf7534def03d2,0.952772326511012,141,0.6150561394693299,0.940360614443037,0.8714093735312353,1,4,46.40407251339061,0
CompTIA,Susan Davis,Agile Methodology,2021-11-23,2024-10-05,7f199c82ad2c1df5580feefb82adda7f0b92b11937b8a8d13c670670f6e5733c,0.7476613279024601,1499,0.962576738952733,0.8561664850229376,0.880609942840002,1,8,12.678784096409686,0
TU Munich,Elizabeth Chen,IoT Development,2020-05-16,2023-02-23,893ce887ce0eb898a4daa5c61cfaca96871fa07b9b2116b2637b5bfb2df817c4,0.837125371764734,2055,0.8753463478223268,0.9278406056759255,0.777711405182208,1,7,42.587693932858585,0
Stanford University,Thomas Wang,Software Testing,2021-04-10,2022-05-05,2fd3f9478630531a34510bda150dc24e3b8216113aaf703451fb7483bed061dc,0.9227139519629649,1726,0.9907261862666238,0.867237104918048,0.8608277678675872,1,5,2.184688896391303,0
Google,Mohammed Martin,Machine Learning Fundamentals,2025-11-19,2030-02-08,5c23e9a1707d0948cec6b8e0a2da4bc144eba733aa1c6650fd27fe0bbe9b0809,0.9889657231575643,42,0.7586916945681302,0.9667904280969637,0.9141678663583762,1,6,6.925352214549299,0
Cambridge University,Linda Martin,Big Data Analytics,2023-10-11,2025-08-30,95fd33b4d8bbe206a84d1b86d0b00b8c664a9f1d7d1eade125d06b1e98d79475,0.947289612531614,812,0.6655023517391112,0.9011302182538679,0.7094497091552859,1,8,20.855620544869367,0
Harvard University,William Jones,Software Testing,2022-09-23,2026-07-03,8ccce5ce60a5f85860dc61ba0ae606d18d70571c397d514693ed419731121e31,0.9679209643881659,1195,0.9413994444748394,0.8710477457519932,0.9792932737416696,1,6,19.068693337969044,0
Yale University,Mary Dubois,Business Analytics,2020-12-11,2025-11-28,0a8bd202e49bb5b84355702b7db15c334a578bf0b7e41d2815f2bbab626646c3,0.8049764093152969,1846,0.8332872767522205,0.8089322564408352,0.6887419061132166,1,8,14.552278350129242,0
QuickCert Ltd,Arun Harris,Cybersecurity Analyst,2021-02-01,2021-05-02,74142545,0.0617,1794,0.0938,0.5082,0.0985,0,0,17.98,1
NUS Singapore,Barbara Dubois,Cybersecurity Analyst,2023-10-11,2027-02-24,20bc53bfff4fc87a706e1f79d880460dfe1ecdbb16b82a317fc067ae55d5d3f4,0.663533703325133,812,0.9348321707115556,0.8777153831122528,0.9062667674304824,1,3,22.52400384098014,0
IBM,Jessica Martinez,Business Analytics,2023-05-17,2027-09-18,e23e9ad99c43ca17e7cb10e270a50d7a6cdc9d3041922972624958110cbb9120,0.8907924502300559,959,0.8971920405108803,0.8243102164882372,0.8440005348663742,1,7,8.900194572300348,0
Coursera,Thomas Thomas,DevOps Engineering,2025-08-19,2029-03-02,e9faaf84e6b343affd1a32105bbd0a997399ab6d6489dd8d42de978ca75d37da,0.7179963846944771,134,0.900407187092159,0.9637927251644498,0.8119850726174379,1,7,36.95086427193113,0
NUS Singapore,John Miller,Full Stack Development,2025-05-03,2028-12-25,8e3cf75c2ecba22f30df86527fa24332cff369c45920b5f48623b0d44bcb54cf,0.8500161538495342,242,0.9168648509908396,0.8689246285019747,0.8740747698158309,1,11,0.6205614260093348,0
MIT,Elizabeth Thompson,Database Administration,2024-01-08,2027-03-20,32a804d0a7ad2ec8dcec2cd02edffc42002e0a341592ab60e1e0a4aba258e650,0.0132,723,0.1025,0.4673,0.2028,0,0,167.18,1
Johns Hopkins University,Thomas Mueller,Network Engineering,2025-07-02,2026-07-06,717881d6a56f21e2231882d80e7395b86946406a2df1da8a313a0b1c174089ee,0.7258595491794464,182,0.74818602663096,0.9208489596651405,0.9006153330648441,1,6,65.51564943547498,0
Yale University,Fatima Brown,DevOps Engineering,2020-04-03,2025-02-09,f506bbfd1f6f1c3e49440920b549016ef7a8d9c052b051d627402d857e705dfe,0.9367224316875714,2098,0.9446919417535315,0.9664886059735666,0.7802253175376743,1,3,3.481711383733165,0
IIT Delhi,Wei Anderson,Network Engineering,2021-03-14,2023-02-18,7a57eedf50634870c81d1a8a2ee0ca9885377483e2110f96efb206e8b1b3c4da,0.8331751790447413,1753,0.8153333304299338,0.8825786858834926,0.9813498973766138,1,5,0.2365864151707497,0
University of Oxford,Mohammed Johnson,Full Stack Development,2020-03-10,2023-02-12,ef76939d3e5ad4299b8fc78470f138c924768a96173d1ab1b3f933e5e6f885ef,0.7525938953781444,2122,0.7862133226668743,0.8977333545073387,0.9734847674216942,1,3,230.06394238741706,0
AWS,Mohammed Anderson,Digital Marketing,2021-10-05,2025-07-21,82f61a0258c01fb9d29f4fcfdeb5ebeff9a96ab7fc695768ebe86aada2b69d42,0.5969322947495166,1548,0.9753409046479903,0.952221662380856,0.8928059694710025,1,5,17.019672594975887,0
edX,David Martinez,Software Testing,2022-01-18,2024-07-11,7f2f22a85b38dc217213e91b97e22718be2bd8ff6db4dcb56d026e6a8f4e6c9b,0.8449023301495954,1443,0.7534522357103314,0.9030212209944048,0.8792051099761509,1,5,39.19202473282064,0
Cambridge University,Christopher Hassan,AI & Deep Learning,2022-01-08,2024-08-02,9c971afc222f06651a1b6d27c253084188a82fc9ffc229afa440f864b8ee4c3d,0.837950364529875,1453,0.7622763146288867,0.8741607769976548,0.9467420827916915,1,6,34.45072680796196,0
Columbia University,Linda Thomas,UI/UX Design,2020-11-13,2025-03-09,4e69aa75b5b348417d6e7a1900dea9731cd207fcb0e522dc273fca5b80c35403,0.9469404986185662,1874,0.7839150315756669,0.9025162271016242,0.9660127219498682,1,4,9.76987685809545,0
Yale University,Arun Ali,DevOps Engineering,2024-02-18,2028-02-27,6cf19fd56834b33384411103e60793cd5a122d308869e9c1649ccb126e24c96a,0.9767281362408367,682,0.8488380784998583,0.8737503365459658,0.9656838736438355,0,4,42.07484014333594,0
Cambridge University,Elizabeth Tanaka,DevOps Engineering,2023-05-25,2025-02-19,a79fffce141e27b14dd0c476e86815cbec8ea32d1017da29a2bd4cb29bc66c34,0.8505880373237015,951,0.994134282606203,0.9713720491846326,,1,3,112.5653917402995,0
TU Munich,Fatima Dubois,Mobile App Development,2021-11-11,2024-10-16,6f4e48f69fe7bea971ed4c575d95fb5d3be322841900ec872b39089f566b8e3d,0.7691020643692033,1511,0.9501040861895209,0.9848697254180002,0.9699982561005657,1,7,75.81339386702868,0
Stanford University,Susan Taylor,Data Engineering,2023-08-20,2026-03-26,18d7091a8327bc5f24ccfd99564d4f174d5e3565f8b996b86d88a56ded7e9fbb,0.7434987926498964,864,0.902665347777877,0.9412123631088479,0.9882386156298127,1,7,65.77764372345311,0
Udemy,Joseph Wang,Mobile App Development,2025-02-01,2029-05-14,8244d0b6e100af3d3cb5045dc47fcd88a1fd509ba0eb5539204e2fff49a1387a,0.9379413880365923,333,0.7795291768673656,0.936469826927143,0.9657392232170902,1,5,2.080569649365213,0
Stanford University,Pierre Smith,Robotics Engineering,2020-11-23,2024-10-25,9bc182f71a06cd6a3d9631bbc7fc9d33c59e2ee6687b64b1a1290b7cebfc10a8,0.899676482650193,1864,0.6347401192587538,0.9035615829339911,0.9357895188808881,1,9,8.910041918904232,0
Salesforce,Jennifer Rodriguez,Software Testing,2023-02-26,2025-12-10,e8f9b7ab9be73e39335a1c3b92a558c430414ebf4982ebabe120658925545826,0.6625396293109088,1039,0.6541793834853872,0.9241205754739619,0.9131355011619448,1,10,76.85483235684548,0
Oracle,Patricia Smith,Data Engineering,2022-12-06,2023-12-28,588a5dd01916f4a2293bc5a91d088a6ebeda63dafa640ee1ee6c6ea3a6038a36,0.7742477996638735,1121,0.9109561286374889,0.9516857337958574,0.9739453371132926,1,10,10.864404822938559,0
Columbia University,Sophie Williams,Digital Marketing,2025-06-17,2027-06-04,20657cee07e7a20d3d5d16d00f4be3321925bbd5e8d176fe8071195ddd2c996e,0.8250056951707454,197,0.9043913957658322,0.9603603857640718,0.9671678297508549,1,4,58.25270386213407,0
Oracle,Yuki Dubois,Network Engineering,2020-07-13,2022-04-05,bc1727f91cafa2000246d6a1db4ceef1b147556064cabe9d406cdcdfc2993ae4,0.5316256953097581,1997,0.5344274873079987,0.922841695995805,0.9639668954691258,1,3,45.66495902714827,0
NUS Singapore,Pierre Dubois,Natural Language Processing,2020-09-27,2022-02-25,c442a33a9a4d8a832ce4b21e1cce79c2e201070d52289c6e60a2b37ee3531bb3,0.7971845885870523,1921,0.8380330069269992,0.7705530460276074,0.8807579417340341,1,7,35.52147252707856,0
Cambridge University,Arun Patel,Digital Marketing,2020-03-13,2022-02-06,29b0b14cfb826521946d0d247f619b93df1888a5eb33d927cebd22accdef9416,0.8302598430961727,2119,0.8150098381987156,0.9197214227718034,0.8363975267141128,1,9,54.913547523933865,0
University of Oxford,John Rodriguez,Agile Methodology,2024-12-09,2028-11-17,52d040853ee28742e188a284f7d6c6adedb9472d9bd33ef4ed327bbaa9bcd370,0.5907255486018221,387,0.8381227825638187,0.8726472560048503,0.8028270104670638,1,8,33.86737298602443,0
FakeUniversity123,Elizabeth Smith,Software Testing,2025-03-17,2026-05-02,104ff61eee1f759c7f7b91a9210b54f0250797f1816f785a27c08a8ea891e049,0.2147,289,0.2158,0.6331,0.0041,0,2,6.24,1
Johns Hopkins University,Jessica Chen,UI/UX Design,2022-09-20,2025-12-06,041befc4b35dba6e22a8fa4b8b920900bb95965b56c6628c4210faceee23e6e7,0.9335974347844948,1198,0.43131658459474126,0.9590815492786058,0.8035909356844534,1,5,94.18648520564562,0
ETH Zurich,Susan Thompson,Mobile App Development,2021-06-15,2026-05-07,548e3e0fb6301d0c34b0002fd09ff453a1513156b83f53a367f073510b7115ec,0.8066028037849031,1660,0.9732147751305101,0.9100625048307428,0.7774907337380405,1,10,14.668982203923209,0
Harvard University,Ana Kumar,Big Data Analytics,2024-12-03,2027-02-08,ec9a69db5bef93b68c1dafe8ceeb1c65305f36ccc71482c7f47c381c4ea505e8,0.8063551894744156,393,0.7861349370607682,0.8659170469604826,0.8774504301249832,1,4,5.276276623562195,0
Stanford University,Priya Jackson,Software Testing,2020-04-18,2023-04-20,6d7a8b93c39731a59fef8893189c50eb2da4c572ae1c6457c712951288755412,0.9350676847251841,2083,0.5330173958383431,0.978665540501744,0.896002099266174,1,7,111.49431478560784,0
University of Toronto,Ana Wang,Business Analytics,2020-08-27,2023-11-24,d30eb191933f128cfafb24d0a17f6902c4b65c1fb2eb99db22c1d3c9f1a8e4de,0.7485986361058179,1952,0.9544785676038539,0.9646899979147358,0.7383025249298448,1,10,12.639805337499693,0
InstaDegree Corp,Thomas Mueller,IoT Development,2024-08-28,2025-02-06,9df594fcfaf9da7cdf2e453c9bf4539607b87ca1cb7c478f8d388bb538193084,0.0276,490,0.2857,0.6897,0.0536,0,1,40.48,1
University of Oxford,David Chen,Software Testing,2024-03-27,2025-12-02,5ab4a5a86c0e157ef28a504debb7e2a18dc60c9a2f987476983c0c4dd7168ff6,0.706756795457961,644,0.6334051220238133,0.9407707954575439,0.8674770097604227,1,10,48.16272619338862,0
Columbia University,Pierre Wang,Full Stack Development,2024-04-07,2027-06-27,90b2a052636cedc7e333dff90eb3ad08b4d34a1ad9a344469fce91d02ab6d42f,0.7175842873928319,633,0.8958086882216366,0.9010157950524524,0.8016920455007696,1,6,60.53005300112007,0
CompTIA,Arun Williams,Big Data Analytics,2021-04-10,2026-03-01,7ef71562bd8d9668e05ee365f7608c87519b3a7eb469b7ff61010f021c219ba3,0.8902306746087523,1726,0.9596644930461268,0.9745663814257782,0.9699397660935776,1,3,3.6907469587995756,0
QuickCert Ltd,David Taylor,Cloud Architecture,2024-04-24,2025-09-12,959d383b1099a250ae9b4c130e0f9cefcddb7d5f5d302b9da862c649af4f7211,0.1074,616,0.4944,0.8196,0.2452,0,0,20.69,1
IBM,Richard Ali,Digital Marketing,2023-02-06,2027-03-03,c6d73c5341e444c93f23e76c853aca032431ed8ccd94a8c444225aa76a257427,0.8437479590290572,1059,0.8269414193255386,0.9271030146122157,0.8506616585197843,1,8,6.295384460623922,0
Coursera,Ana Tanaka,AI & Deep Learning,2024-08-12,2025-12-11,9ba06ed71315e05fc92c7b7a55b7e40084ab19062a1f60b70185f8ea33c60835,0.7509143201935248,506,0.7403522443156124,0.9364918106180223,0.743444055615317,1,8,11.866712544940112,0
ETH Zurich,Jessica Chen,UI/UX Design,2025-02-20,2029-07-10,a0049c9ae4e0a9bf25827e670b877e26edd66c2e6f74643ffaac58b2608b8a0b,0.8296152954125416,314,0.9362555623055648,1.0,0.9569864880414689,1,4,40.945425992953105,0
InstaDegree Corp,Michael Jones,DevOps Engineering,2022-06-22,2024-09-05,774f483b26bcbb4a2240e4cd3e01aeef4f3ea3869ad3aba1377047946cd7d780,0.1389,1288,0.2342,0.7939,0.2133,0,0,16.9,1
NUS Singapore,Fatima Hassan,Database Administration,2021-10-13,2023-09-10,77cf6faf19bc98049a2185c4ffeb743d1e53898acb107d3cefcbdc150737fa90,0.7418837952884865,1540,0.9486085681126288,0.9491817072131694,0.9901069183515391,1,2,1.9876557385153273,0
Salesforce,Thomas Rossi,Data Engineering,2024-07-29,2029-07-02,9471eddcc93b2f51dcbe9dcdd34fb9d782f7c3b45dae2376ae1ecb4ddd558b85,0.9841272546003514,520,0.5623071853510266,0.7808804654486731,0.925061650376922,0,12,29.955768852825027,0
University of Toronto,Carlos Chen,UI/UX Design,2025-07-03,2027-10-12,b19a7bdc8a0a1dd7862184c32261e41fb67200f349d5a3d19c16540b1b49e212,0.36415666681999426,181,0.9623393681200582,0.8851085096569218,0.7415458091924475,0,3,6.179902121336838,0
Google,Pierre Brown,Project Management Professional,2020-12-31,2023-01-01,587920e8a6995d9b34e6a448e05a2d3af8c23a8d263b8a3ca3eda6e6c5e3c4ee,0.8548875474926099,1826,,0.9124587903445887,0.8910700167715914,1,8,27.34644674656029,0
University of Oxford,Sophie Miller,DevOps Engineering,2025-06-16,2026-08-18,7cd63c597fce272c758a4fc1790a861ba0752a570e34f2c307d10183e4f8cdfa,0.819130179548284,198,0.7231357418692108,0.8805574008193913,0.9604675405883405,0,4,18.74049361855885,0
edX,Sarah Patel,Robotics Engineering,2020-10-08,2022-10-22,32ac6153b231ed9757d75be51c9d1a295cdadcf0f22d62abcce0f2d6fb07e584,0.7330406804359277,1910,0.9103278541649138,0.9509452337326703,0.8820256185912935,1,3,3.580139584954784,0
Udemy,David Dubois,Machine Learning Fundamentals,2021-05-27,2025-03-24,9534f5b1bda7471eb1e85d2b374dc7cfa854532f5a93ba00265d5894f45979b5,0.8700721058460528,1679,0.8599153821378523,0.9333094206987369,0.9365019322166555,1,5,1.5266748398628422,0
AWS,James Patel,Computer Vision,2020-01-23,2024-03-18,56bdb2cc,0.0146,2169,0.1972,0.5222,0.0042,0,0,47.2,1
IIT Delhi,Pierre Wang,Computer Vision,2024-05-18,2025-12-14,afee3d7ecb5b82f4ef7ea0b5ead7bf3960ed48e9e095614e88efe51f0a5b26b3,0.9186183532807528,592,0.5885263398244034,0.8505932573239963,0.7268598698727992,1,7,62.85459783808749,0
TU Munich,David Brown,Robotics Engineering,2021-08-18,2023-09-12,5b61400eb4990dabc45b4a5bd05b8349869c48f2b4129010ad25869d2e773db6,0.8526433792961428,1596,0.9814316715672111,0.8961708868312427,0.8849285433714463,1,6,7.390023432454701,0
Oracle,James Ali,Database Administration,2022-01-14,2024-07-20,e388361f1d6c062f453abc2b454bb804ec12de60bd9c2f21bc4ae4511fd511ae,0.8252094996788355,1447,0.9855741818507602,0.966185847660055,0.8786108182293588,1,4,132.47594621646783,0
CompTIA,Richard Anderson,AI & Deep Learning,2021-01-28,2022-07-20,84ccec9244539c37579bfbca8c569cf72d4eb8d796199275d94554fe6b5199ad,0.8643403807795228,1798,0.9070420574209543,0.8747768394481611,0.9662524334711811,1,1,9.051674678641435,0
Salesforce,Christopher Johnson,IoT Development,2022-11-06,2026-12-21,48ed7604fedc488341ffca87c6cd5e73dea31d10c779cc1a881526e9d8cba6d7,0.9529968566213175,1151,0.9267759516079522,0.8412979899077269,0.6714112790011451,1,8,4.992022915697918,0
Yale University,Sarah Martin,Full Stack Development,2020-09-14,2024-12-24,7374eedc361768ec426ebe3742d1ea43dc7a3b8e692a43038785ca3a5924ba18,0.8588510990555771,1934,0.8914754315585758,0.9511417183528562,0.8231652166531783,1,8,70.00478699657434,0
IBM,Elizabeth Santos,Business Analytics,2024-05-17,2026-03-05,86aa0350bedf9a470c7ee8404a32cf356ffb82104a89952c65a011d3b30a5b1a,0.8795200882548202,593,0.9333449090316401,0.950986415738366,0.883532917272994,1,4,46.84416242237014,0
Stanford University,Mary Martin,Natural Language Processing,2023-08-04,2027-07-28,7ae626b00ec90de1df7d44c64f19805b4ec491a6a71ec12bd7ad5d3daa6a8245,0.9015099988316517,880,0.9194616780316972,0.8937731630499951,0.9497321921254253,1,4,66.7238821222361,0
TU Munich,Thomas Anderson,Cloud Architecture,2021-06-17,2025-03-04,b949bc457f70a74ef3ef4f27413088eb87b9bcfe82c0a4892e374352b988817e,0.9417306786526024,1658,0.9408167356527941,0.8469211734977244,0.9191283772483599,1,8,7.926986010177842,0
IIT Delhi,Priya Patel,Data Engineering,2025-03-16,2029-05-25,a09726128382e97e163627801ac923000bcbe84b8c6023c1c8bb2833271c434e,0.9044361148598042,290,0.8976374580296956,0.9904139964770879,0.6123447565231491,1,6,74.54794999559181,0
Columbia University,David Brown,Database Administration,2024-01-04,2027-02-12,32123a99eebb1eb40e4acae7f37ffb610549164f16a0c516cff764ff131171d1,0.5895406547893796,727,0.9151029966020577,0.8640289611271246,0.9291889167330468,1,9,3.7636602023444787,0
Stanford University,Jessica Kumar,Project Management Professional,2022-12-05,2025-09-12,56a0f380c120170d5130266b2ecc97652133ffab2b7a01bf295a169fd151207b,0.9157910787360884,1122,0.8984402527878098,0.8445003414710397,0.905634867357555,1,9,85.11634229385,0
Columbia University,Michael White,Database Administration,2021-07-22,2023-05-04,ec8dd9c280d55e034e511845fc62cbc0ec1ba2b55a4c46aaa96723ba9ca307c0,0.7577720122774166,1623,0.9193400346274326,0.8898347797404286,0.9664261914821022,0,7,35.81842581730198,0
CertForge Academy,Mohammed Chen,Mobile App Development,2022-08-18,2023-12-06,e99e4835e261cd949078aefadcaa436e47e9055569978b59deef8afd4a5ab0ed,0.0715,1231,0.4,0.8418,0.0351,0,1,137.62,1
Microsoft,William Patel,Cloud Architecture,2024-06-06,2026-02-12,3a8b648ba8ac60120e70c919f7633df291651f2c79608402bc3a258eb1ed41d9,0.6111468714437748,573,0.9461714992533771,0.9057627098630279,0.9597431203241643,1,7,64.02441853359105,0
Google,Susan Martin,Cybersecurity Analyst,2023-02-11,2025-02-14,9ac96d6cd4e4678a707f5239f8b0394cec3ba4380bcbcafc968d594f73509304,0.1289,1054,0.5504,0.5592,0.0434,0,1,101.9,1
Columbia University,David Garcia,IoT Development,2020-08-10,2023-02-21,16a02de20dbf8b019c774aafba8fdefec74acb579187664538540488e2865974,0.675097168450546,1969,0.547074000814775,0.7824466196089781,0.9306831496703495,1,5,7.560139320561466,0
Yale University,Jennifer Rossi,Project Management Professional,2020-02-16,2024-09-28,5785fd788e7a9db7be337419b17ebe4aa4916bb35a078faa9e4257a1e1111f3b,0.5593533977912162,2145,0.8686091312849796,0.9441969490551106,0.8443141525086416,1,3,18.225774943199955,0
IIT Delhi,Susan Johnson,IoT Development,2025-12-26,2027-06-22,5e35e73bf991c4b91d6de2983644daef57fbea3e5e81d41bbe7967ca4cd2440b,0.9951012760316488,5,0.9509672618070596,0.9386271012130181,0.8019031668124916,1,5,16.32238590900781,0
University of Oxford,Robert White,Robotics Engineering,2025-09-09,2029-09-12,862762a2185f9397a42bac4504fc681273d65e4fb0633927b7c034f5703bb184,0.9515035340257342,113,0.7009895685640055,0.9210533911227561,0.8730410961835545,1,5,10.174773416272824,0
ETH Zurich,Pierre Jackson,Quantum Computing Basics,2025-10-28,2029-11-02,ec9981b0,0.1067,64,0.314,0.711,0.0617,0,0,29.01,1
Salesforce,John Anderson,Machine Learning Fundamentals,2020-03-28,2023-12-22,34302a854e6820a398afecd36124fb9c54b9cdfd1cfd01a07931695d587b4c25,0.8833782235046311,2104,0.8831612094666639,0.9175037255083232,0.9429732817768979,1,3,9.820326133307251,0
Microsoft,John Rodriguez,UI/UX Design,2023-05-19,2027-06-02,9267034490ced06e7f0d5294ac64f19bc363d39f225f35bbc3aca357af18d3e5,0.5998117472196189,957,0.9011599918274874,0.9286616548546296,0.6444048411841969,1,3,32.17031606126846,0
CompTIA,Richard Thomas,Full Stack Development,2024-02-03,2027-03-12,099eae0f0d5696e5ff9d16fb8f875828488974141db0aeccfc6da4bba760ba3c,0.5665769698915358,697,0.8737897163184895,0.9192107085185687,0.7513403887844098,1,6,86.73893546354992,0
FakeUniversity123,Carlos Davis,Robotics Engineering,2020-06-03,2020-08-11,8238b4038eef0b0f53f554203f46a42ac5dd15a419edf126ca871186f33f6c7c,0.036,2037,0.1057,0.3177,0.5,0,3,118.25,1
IIT Delhi,Christopher Martinez,Project Management Professional,2025-08-08,2029-03-13,801c56ea03e4dcf0107d6e4904deced47e02c8c4064533f74ef0bb7f46c64ee5,0.810451098052489,145,0.703598680472206,0.8632307182794599,0.9804061842703444,1,6,1.7361259979888823,0
Columbia University,David Kim,Computer Vision,2020-06-21,2024-12-08,17e564a8c2c1ff1217bef7fd99e3149677477a82c7472a3eb8764f0d00d2cefc,0.8812048274238085,2019,0.7483679645034842,0.9346681366579795,0.95768543063521,1,4,57.35860440384203,0
Stanford University,Jessica Dubois,Mobile App Development,2021-04-23,2025-06-09,ce01ceeac38e8889cf807c178c8cfa7799cd1c50949d68f4a61f24c0f30de4de,0.7452348383824254,1713,0.7851933724067229,0.8870783829526505,0.8821322385309038,1,6,3.9827298216340363,0
Johns Hopkins University,Thomas Mueller,IoT Development,2023-02-22,2025-02-18,3a15ed1b4d20667d26c18c6e025126ea6aa1af01909c1943052a2450b2b00610,0.8731178005886363,1043,0.8066462526203105,0.9563271509708753,0.763375483210326,1,5,29.353210905429595,0
Coursera,Linda Taylor,Cybersecurity Analyst,2025-03-05,2028-04-05,aa9c26efb589729639f72568c0566f2e535e914849d69a790c5358729f735cbe,0.7577743167504067,301,0.9486228765189832,0.9523160876261445,0.8997317355454545,1,6,147.65955181414577,0
ETH Zurich,Michael Wang,UI/UX Design,2022-04-15,2025-11-13,d2864546383be99d7251085096fcb5dd3f3309586e396e24b3fd0fef3bb42586,0.6927709115163421,1356,0.9364368439717861,0.9658981206976555,0.9867335303345873,1,2,55.14016522314914,0
IBM,Barbara Kumar,AI & Deep Learning,2025-09-05,2029-08-12,adcb8e40f1a5c58f35af5b1ff978560080e62d7aa85b87d5dff70081f4006c46,0.8016662139171729,117,0.7076294823679589,0.9747203327341056,0.834279901741377,1,5,21.05450435124779,0
Cambridge University,Thomas Miller,IoT Development,2023-06-21,2028-06-02,65108d57211b61c9916a07761f2e25b64718d3f30f3b95531393fbb4e2d56b09,0.7128531930959952,924,0.9332260290864159,0.9859945692250222,0.864517183087412,1,5,32.1424823238724,0
IBM,John Santos,Mobile App Development,2023-02-07,2024-05-28,f1e3155e25301e92f0f69dcf9f053f54d7193b373c7f2b324d38bca28c49c5d4,0.7521885420198864,1058,0.7225297019915231,0.9754505253120311,0.8650453561399347,1,7,19.259980560506396,0
Yale University,Barbara Brown,DevOps Engineering,2021-01-01,2024-04-13,9d9d4b4f495bd0102e48268dce67b971aa01397cd47937999d796584529d31dc,0.8922657213252169,1825,0.9953112210064816,0.956768705996643,0.7512685525943055,1,3,16.039726979826153,0
IBM,Mary Brown,Robotics Engineering,2020-09-11,2025-05-09,ffbd2bf8488f6882a1d9f4695eccad2b3c5baf6fc30146a1db2fb728f83525f6,0.7530238669471838,1937,0.9049521239677859,0.844786467102544,0.9538273534630719,1,9,13.333623545211413,0
Google,Jessica Williams,Quantum Computing Basics,2025-09-06,2028-01-06,dc9abefcb686ac61b1abe267de86de38bf549a87eef19b9ff5834d4a99986ebe,0.9706607010129248,116,0.4990717774441599,0.9185291728626699,0.9689021917439361,1,16,7.518182731236169,0
University of Oxford,Richard Wang,Big Data Analytics,2025-10-23,2029-02-16,c7409b3c8be9c7af1aaf645dbb414b01619800c3c412048da676f6e0817ca62f,0.82941987816714,69,0.8925577928087225,0.9543431274817106,0.9629947473026231,1,10,11.811738552108213,0
edX,Sophie Rossi,Full Stack Development,2022-11-03,2027-09-23,eab7a599b3d74aca82a2efcd522e478b9d351810b630f3fe666e5a00f47e1f5a,0.8121619104409665,1154,0.5908116298343772,0.9019841830079893,0.8321632847807242,1,5,30.318718106124123,0
Udemy,Barbara Martinez,Cloud Architecture,2023-04-01,2025-02-06,68745b88484bf700331a3df46424b5f838e2a626c2b7a021c5bce1d9c31b16ac,0.9123139678439705,1005,0.9701712185845393,0.9696000364222518,0.7186828624103011,1,6,32.938843420774035,0
Harvard University,Priya Brown,Blockchain Development,2020-11-14,2025-07-16,4c7b9a6875ccbb0d90a4cc43e16d80a00c1a97929564d4c4b21b0944759f964d,0.912974438970078,1873,0.768222950238598,0.9260925621271502,0.7730296451192884,1,5,58.97866088735877,0
CompTIA,Thomas Jackson,Data Engineering,2021-09-05,2023-10-30,b2361bfc29bd1db47d254a33cd88a9b2880c29ce86e5c59c1cdd15cf46f0cbca,0.9359064338745015,1578,0.953705399071244,0.9657811833675763,0.7720208311036091,1,7,29.536224136113447,0
CompTIA,Joseph Tanaka,Data Engineering,2024-04-23,2028-04-14,8b2955a5f4e4f26436150b9b02de82d46523c512fa662d0ba845119a49687469,0.8879785179726688,617,0.8729688133889653,0.9151008920205774,0.9755758473740928,1,5,2.1641557603802806,0
Google,Joseph Harris,Business Analytics,2024-11-28,2028-10-21,5c5863c262610f4473d60dabc6183805de08b6a603a8d86db3515c65411b8ef8,0.9399981927612197,398,0.5650730799978211,0.8798054269990561,0.9108993756599874,1,7,47.9822231412537,0
IIT Delhi,Christopher Anderson,Machine Learning Fundamentals,2025-03-12,2029-10-15,cb3b30ca42c17f9dbfddcef94f144ca91f3042ed382a20ddd2907478321a21ea,0.8062716642969061,294,0.8797694686005444,0.9016038949899076,0.8264134420030957,1,6,1.4354163736727839,0
University of Toronto,Arun Jackson,UI/UX Design,2021-03-08,2025-05-27,8f6dd67b450ffd20ba910f2e17cd22b724a4b54c27c1a3e396f6d8459fa756aa,0.986413911414184,1759,0.6330330740946577,0.9389946018401742,0.7203658990627474,1,11,5.609341202462262,0
AWS,Arun Thompson,Business Analytics,2023-02-07,2025-01-25,9b82d537e3b40c032d4b92472f0b6d14bce1e72fa0350c3399c7ad36c40b7c60,0.9302010750673395,1058,0.9496449388716661,0.9710190937088841,0.8261727236145249,1,6,19.92157510627327,0
Google,Pierre Martin,Digital Marketing,2022-08-05,2025-11-21,0c393a869f6b17f41a07233efb9e82b64d97dbfbece338328271743265eab8fe,0.7878823111518144,1244,0.8794177943354705,0.8605362908169072,0.9320427068575962,1,6,55.77318564094527,0
Stanford University,Ana Johnson,Business Analytics,2021-11-10,2025-02-23,e0ccc82c5dbe6d36adfbcc1f77ee95f19aa5f82503c24cb192d82d80f9e20fae,0.3991137544178662,1512,0.932358636657278,0.9388250748047352,0.9374549300732956,1,7,57.04872033333442,0
Stanford University,William Ali,Cybersecurity Analyst,2021-07-04,2026-03-15,94dca7adb55b4e6e158ae030cfa95f487539aaa113bd32a99b401a4887940fe7,0.7939827847046699,1641,0.8533360692280033,0.901193969195773,0.8613767634575638,1,3,62.92075671761525,0
ETH Zurich,Yuki Santos,Database Administration,2020-03-31,2024-02-10,a62de6323213dceea9ffd03b157c392aafc5a943de5f83ad821c5b5d08923877,0.6137601344863829,2101,0.9866910284264495,0.8824813870341156,0.9125080251624497,1,8,11.027316704808563,0
Udemy,Arun Thompson,Network Engineering,2023-03-29,2027-08-11,381612656e94a2c97e9069f4cef280611774db733635ab2f71c02659bfaab23a,0.9106453692500125,1008,0.7785019535754466,0.8981284741219394,0.8563026510596641,1,6,14.49362782170007,0
CompTIA,Susan Kumar,Business Analytics,2022-01-22,2023-06-04,655c00c38fab4f530f5e91d737202efc9bc8fa8e0b58167deb6bb5482d58fa2a,0.8293247277623135,1439,0.800306650807647,0.969840814476941,0.9111328820900318,1,6,69.03198921013869,0
Cambridge University,Arun Taylor,AI & Deep Learning,2025-06-08,2027-06-01,c847a52e8ad13f8738dff3d4d0f01093b0b0e04a6a96cf928db3be8f8f7994fc,0.937039158008965,206,0.833784427848811,0.8667018103258645,0.783901544719624,1,11,29.747698914181708,0
Cisco,Carlos Mueller,Agile Methodology,2025-02-11,2027-03-12,8dda31c63f29facaab6f6c77ee8861d4f4384329d6fa9f1274732bccfa7fe61b,0.85129806691418,323,0.97418378940013,0.9526086616166742,0.923307149326094,1,8,10.865494992422144,0
Adobe,William Johnson,Data Science Professional,2022-05-03,2024-05-04,eecb7455d485239a543b003d1cd46ac240b5eb6791f8d1e6ab15673f7b34f6cd,0.8185361257513621,1338,,0.9321962834333292,0.9931439461574992,1,5,15.254781910039307,0
Yale University,Richard Taylor,Database Administration,2023-11-02,2024-11-13,07a3052277bedfd6d0f0a609d92277b988dcaeda75d42115e8ff7c9488ec179c,0.4391257635114633,790,0.7704069742763859,0.9172794364897358,0.7939734283318736,1,6,36.45563865466661,0
Microsoft,Robert Brown,Mobile App Development,2025-06-04,2026-10-17,01d256ba0482a5ab28255594e652840c396ecf24ae2d73c5044b714ed1b163fc,0.9373710650703247,210,0.8105955145384908,0.8672282436689756,0.9481659579108734,1,6,44.40852186497558,0
Udemy,James Mueller,AI & Deep Learning,2022-05-19,2026-05-22,2cc42a7bb8223829de6b5a004c64366bf7f721b66299c74377e525f4331024ea,0.8025858939833822,1322,0.8234018681467282,0.8148349725128681,0.8538284813000576,1,5,7.270036599087657,0
University of Toronto,Yuki White,Quantum Computing Basics,2024-04-15,2026-12-05,1c0d072b4f87ae75da985bddbdc35c876b5d1897516488e5c37a5fe4e3d5b77e,0.9300621946624311,625,0.818647747421909,0.9182156308465591,0.5691016402988536,1,4,7.755364715887635,0
Johns Hopkins University,Joseph Martin,Database Administration,2023-10-29,2028-05-30,312526169897ee1e71d9df7423c06db068b142fe84c9d4da4cc91f043a34e8b5,0.9055222413489085,794,0.807617980312675,0.7844259462722227,0.8191600379625968,1,6,1.1609991233855825,0
Cambridge University,Michael Thomas,Database Administration,2020-09-19,2023-08-29,301f2fa27384bbd128cfa972d7109e379bec12ee38dd4cde4bd6b84fa7d228ef,0.6731567874977198,1929,0.8931754772535061,0.9763896230759826,0.8931664199744355,1,5,8.829907818747044,0
TU Munich,Mohammed Rossi,DevOps Engineering,2025-08-20,2027-03-08,55f9058de32118868256639679c4a06610aaf5222d567a06ba0e8425a80ba762,0.7232898614637463,133,0.9444345332902764,0.8856780539748665,0.8981624540403335,1,5,10.216188402295455,0
Cambridge University,James Patel,Data Engineering,2022-04-22,2026-02-06,22ebe2be39222f00cc469301767778fcc9c4d7a571fd20c5ff1360adb5a85337,0.816369314176393,1349,0.6537142789331584,0.8272198627316549,0.6486920317773923,1,7,34.90946799375224,0
IBM,Pierre Davis,Data Science Professional,2023-01-10,2025-11-26,c99ea1f194137f8bb11a1f3c3e7bad9e48a696db8940ebf1347f712c0faf7837,0.9410243711199489,1086,0.8969373948094423,0.9895646106437822,0.5133016332328751,1,11,91.1813850240853,0
Cambridge University,Linda Santos,Database Administration,2021-12-31,2025-01-22,37057d474b98cfa6f0c25a7b6c3afad1afda523f892810ab41cd2392277c700e,0.8762495637197081,1461,0.91251219549131,0.9077124300329519,0.9142799304534539,1,9,141.20827258603094,0
Stanford University,Yuki Harris,Digital Marketing,2020-10-30,2023-07-23,97e5aa2aad52a8f9ca61992c20a1a069f0c634bc6c65ff4920152bafd731e99a,0.7018730785890622,1888,0.7105234936659982,0.9493808673088265,0.7080785469107707,1,6,37.38206758801772,0
CertForge Academy,Mohammed Rossi,Computer Vision,2023-10-05,2028-03-17,d803e86eb8cd8a23e54bfe3ec29cbd65aca065795a8ff1bcc53e1f61e83f73ec,0.19,818,0.1247,0.5405,0.0517,0,0,180.52,1
edX,Yuki Williams,Agile Methodology,2024-10-13,2026-06-08,5f4f2133472a0172956e5f2a57d6ad8b1857cd6bf1e91761c74413dd0d9895f1,0.9291205960060552,444,0.9443249095542946,0.8827035133193974,0.9091633383911707,1,9,9.308854487657976,0
University of Toronto,Pierre Taylor,Project Management Professional,2020-11-24,2024-09-06,ec1a709e058814b28fd27347446868eaefb51f9ccf73b277885291027fdd9073,0.8914544891497139,1863,0.9889114177063764,0.9563486651260826,0.8937346712499793,0,6,31.984334541045673,0
Google,David Wang,Quantum Computing Basics,2021-11-01,2024-02-01,dac3ee78b8140a01d46c9a8aa224ef12a18e2a873646aca1f16c333a9fd24b97,0.5795888598798856,1521,0.9611476204561117,0.8151320464186613,0.9888737279338332,1,6,28.1700851561503,0
MIT,Mary Harris,Data Science Professional,2022-04-23,2023-05-11,de9fe226e1b0ef0463bcd53c7b1cae88e3bec4cf2bd243f9d1942c780e0ecb5c,0.7669983783192958,1348,0.8276861499182169,0.9986387564588307,0.8939893498702134,1,3,14.343851616581226,0
edX,Richard Johnson,Data Science Professional,2021-04-21,2025-03-18,dbc1db0c23e32e4bf5c2d111eb6991924e77f51180d84f5e8e29e7038edfec36,0.7620648328575386,1715,0.8147031104594679,1.0,0.7903822579664117,1,3,12.090747301407372,0
Udemy,Susan Thompson,Cloud Architecture,2025-05-07,2029-07-26,75d401970b71c83f6e8b2fdd1cc77dfdb87c0abdf54fe6e46efc1f7ccdac2065,0.9035568909001711,238,0.9307109632861187,0.892772411884995,0.8247407158442552,1,5,58.98550509337903,0
ETH Zurich,Joseph Thomas,Mobile App Development,2025-11-03,2028-05-03,20e7e34e1d40bb4d57c78b60a92b18d0f758a15a653be7f0af840f79bd2c5f52,0.6937686437216535,58,0.962110206661128,,0.6573022151997786,1,4,18.597716935257946,0
PMI,Mary Mueller,Big Data Analytics,2021-04-19,2025-06-13,1945d6d84e811a60addb5a39af9ad69fe4825a6a83eec435488fb2b85243a406,0.7468890108991328,1717,0.9388534676921587,1.0,0.8448277085683585,1,4,40.77891625879802,0
AWS,Wei Garcia,Digital Marketing,2023-02-13,2026-06-23,75b5c184dad1f768de75c5dea298b8e769a0571151f4f914a6e5e40eac054851,0.595889397144814,1052,0.6261208968024764,0.9235338493310308,0.6855335608762787,1,5,7.563492531970094,0
IBM,Elizabeth Rossi,Full Stack Development,2025-04-08,2029-06-30,480e80ba3b928e5258eb1c5d4408d097cc4b987267ed7fe33bfb56404f0528fa,0.8636785706417545,267,0.8050319073040256,0.9654497751701695,0.7495224605136898,0,2,37.265502352706314,0
TU Munich,Elizabeth Mueller,Cybersecurity Analyst,2023-02-09,2027-07-12,50ef09242784383bd8981e997ee656847958ded84e92ba2c1caecefbbe5b6b03,0.7885385319876519,1056,0.7595610021959349,0.9792327291620513,0.8434833082306751,1,11,2.1833344763367526,0
Johns Hopkins University,Thomas Mueller,AI & Deep Learning,2024-05-09,2025-11-20,bde771c26d67a89a7eedfff1220faf243b86b22fa959b1b00aa552bce269f2bf,0.8981780023535635,601,0.9010175655687025,0.8715356069917712,0.9960463072597215,0,6,4.594088553308174,0
TU Munich,Jessica Davis,Big Data Analytics,2021-10-22,2023-12-07,66686a9feb64156066ec553565d9ac3ba1d3a08b977abac83d0d6d91523767ec,0.8435582819393005,1531,0.9626109247230525,0.9324140040191932,0.8845392270861838,1,3,30.44370741711779,0
University of Toronto,Fatima Davis,Database Administration,2025-10-27,2030-02-16,c73fef1f30934930163038fb30580576b6e9cbbf01cd266b896533738e9de126,0.731681424059772,65,0.6116331593269301,0.9843405230735884,0.9141893900096634,1,5,22.006065937061297,0
Columbia University,Jennifer Wang,Database Administration,2020-08-04,2022-11-25,83124329b77ec5d5d6375ee0ad8dbead4ba8a9ccc8f5d15ade24e02bc9eeb97f,0.8260072310931901,1975,0.6320748413976504,0.9237779723406768,0.846208430533881,1,7,90.56458597757315,0
CompTIA,Arun Thompson,Natural Language Processing,2023-01-10,2027-10-29,153a0ae4ebe676eaf7fa7e690ca0eae745b07ec16c823765e99306cc1d6a4107,0.905873041548368,1086,0.8435107957387767,0.9197426925727898,0.8668200169610618,1,3,25.3137462647405,0
CompTIA,Carlos Miller,Database Administration,2022-05-26,2023-06-12,515464f903e22717bcc5c1324fac5d488110b6c23a5a818d9296112447e70d3b,0.8397548020908601,1315,0.821338850737849,1.0,0.8960326637309279,1,8,46.12860314988542,0
edX,Yuki Kim,Robotics Engineering,2025-07-27,2026-10-19,9818103dc99842d5ba45d6206546454367d8f7b7caa7b0c4edec22b986fdd4dd,0.716935084263795,157,0.772748397804178,0.8307204231268018,0.8977405932841569,1,6,64.01743544601833,0
FakeUniversity123,Patricia Anderson,Mobile App Development,2022-08-08,2023-07-31,a624e234d9de7c054b1b2732fa59b99b3ceeb43b787065968673d8d51695bfe2,0.1518,1241,0.1754,1.0,0.1992,0,0,23.82,1
Udemy,Sarah Harris,Natural Language Processing,2023-10-04,2027-07-03,fc42b459acb9dbe0cdf6ce3d2abc3785727245ed18d3145f08caa5ca99e7204d,0.7927960985366331,819,0.8070967390185297,0.9335841792250016,0.9889132873696753,1,7,15.12664170921967,0
CompTIA,John Harris,Digital Marketing,2021-07-12,2023-11-14,5aed363a28fe4d44a0ac31baecc032b7e6e48d0c455ab87e90d23b63d1ae0316,0.5915853489572949,1633,0.7724576985376853,0.9974841216828014,0.8971741986088652,1,6,5.5314477414809335,0
Coursera,John Hassan,Project Management Professional,2020-04-27,2024-11-11,3a7492d82c6dc42e7f75ee40b37aec5ec8e83e5203d3729e2b55de7a9d01056c,0.8013259445693277,2074,0.8794499571390748,0.9311685547185093,0.7349937302194407,1,9,15.29133598671292,0
Google,Arun Johnson,Software Testing,2025-05-31,2028-09-04,a9127d91c311738868cb7d016870fce5bc6f644bfb0c5165e4bbc8c144d6e899,0.858692050956734,214,0.8776230684097325,1.0,0.8164638897268934,1,8,35.34432632525706,0
InstaDegree Corp,Joseph Ali,Computer Vision,2020-08-18,2025-02-17,fc0992e7b22ff7d3f,0.1904,1961,0.335,0.6912,0.2496,0,0,59.15,1
MIT,Jessica Smith,Business Analytics,2025-05-31,2028-08-29,aa5e60e1a48799dd1cb6652a71827c0c046eff58a3fef2dcb3bc52549e2f410f,0.72709031107717,214,0.5199760322993985,0.8721767953803189,0.5997158658066081,1,7,21.47195890389536,0
TU Munich,Yuki Davis,AI & Deep Learning,2024-07-17,2025-10-12,37e6e4f95e8ff6df906a9ef52d68fb59551f7fa504d2854a768022aa87efc3f8,0.8588068927156888,532,0.9192475245097835,0.9980939977817875,0.9261589175673892,1,3,47.40714789828428,0
Cisco,Mohammed Santos,Full Stack Development,2021-09-01,2023-08-16,f6f15076c481361c83e92ffcfa3183ca375f151da8724f96c2298de75992ca2f,0.5003547418605243,1582,0.9900688248074173,0.8476790684965063,0.8446229734626295,1,7,2.8550186118147542,0
Johns Hopkins University,Sophie Anderson,AI & Deep Learning,2020-10-07,2021-12-20,eb0423693a02002ea94eba236c17ced6b6d742e6d5edf34c8c46a6bf0ece86a6,0.9926561898457202,1911,0.8835785041058739,0.957107410267758,0.8077547607361916,1,4,2.8453148357315095,0
Stanford University,Joseph Ali,Business Analytics,2025-05-04,2029-03-08,35e744c5ddb1b0d9fd01aa4df63938098e54e70e9711055c52368bf1e850c029,0.674021628210208,241,0.905596745275638,0.9502292960175595,0.79257980497823,0,4,4.366301816109833,0
ETH Zurich,Barbara Patel,IoT Development,2024-11-01,2029-02-04,ef133f6ba055c082f300de3f303c1aca570b5ba2f6ed8900a15f3c051d7a677f,0.7614653695863263,425,0.9316873846291139,0.957543231605912,0.9847583302752067,1,4,1.846155609201161,0
TU Munich,Ana Tanaka,Project Management Professional,2025-05-25,2028-06-25,6a4c9b38f6daa50b3539801a50665bb2822ced4f6deef6dbdfa588cc3cba60e6,0.7617717664073171,220,0.9855042568584527,0.854798200058388,0.8043074131249038,1,7,18.747444637147083,0
University of Oxford,Sarah Tanaka,Natural Language Processing,2023-03-01,2026-10-11,6bb5b0bab5cf1bbf5c0b627f7da98620fe547d40d3041a771f908a79826c5275,0.6730656007193669,1036,0.9624970670459959,0.8700764027863849,0.9350691614525897,1,10,17.42292464527001,0
Yale University,Carlos Martinez,Machine Learning Fundamentals,2024-04-07,2025-08-22,87ef8cb938e713285123e6d7b856c013f6d34b1f971065ef15a4c67c20a43291,0.8619755213187346,633,0.8150362839512592,0.9177168991305095,0.8339260899778517,1,2,11.845130820815283,0
CompTIA,Robert Williams,Big Data Analytics,2025-11-22,2029-02-15,bdaa635f55133644b196defa6d1304cad4a6f7802fe0c5fbc3be03ea79ca33c5,0.7864274759486972,39,0.9359388092452755,0.9595442020005084,0.9606844449284054,1,6,10.643942378516156,0
University of Toronto,Jessica Anderson,Robotics Engineering,2025-04-19,2028-10-04,fad9d6d12ebd49934d1493c96d404b1bccb96ae7f6c4b02c55e71962ebf1384f,0.7809791148206354,256,0.888270351942834,0.8962164326015699,0.9347128910955482,1,6,48.19482731478359,0
AWS,Linda Patel,UI/UX Design,2020-08-03,2022-04-29,879bdecb675fd59f62085d88a8766dd3c6dda57e055d4a581bf54f9970638127,0.7751262863555418,1976,0.9293554603546138,0.8480003150966021,,1,2,5.213981009470992,0
University of Toronto,Christopher Kumar,Software Testing,2024-04-04,2027-10-14,5f779e22eb066effb84eca75febb747b5f03dc114a26d6180fe6160794692d6f,0.6810309218146533,636,0.9908669709782668,0.99272263358978,0.9833528982043015,1,4,30.10817878336639,0
TU Munich,Jessica Tanaka,Blockchain Development,2021-08-14,2022-12-26,a0b3baf91602496f8dcbe0e89ec5b4ded8c3e3365bf639698fc7c1f712f9fc18,0.717854791674409,1600,0.6175519649657828,0.9178698614235709,0.8665647372558679,1,5,6.811852891271315,0
CompTIA,Yuki Smith,Quantum Computing Basics,2023-01-22,2026-10-21,192be3a50559d205bf0c77ffd30563cb4114f3d74291829fde22359b28c29438,0.5578399936244456,1074,0.842688075012394,0.9256268050145573,0.8383743080913229,1,10,22.582806806422678,0
IBM,Susan Chen,IoT Development,2024-04-13,2028-05-18,76fcd3da9aaf1b889c5f39bed4127355e4e09fac65c48f218a8196e12875e77c,0.8728459480042409,627,0.8471789097988703,0.9432961183636539,0.9641618629317222,1,6,84.23669416781917,0
Google,Yuki Taylor,Database Administration,2024-07-23,2025-10-08,a9b4cfe2b8264380e683ea9370b579f3b09acfe0e97e4f22cb79411a742c5fe1,0.7784169242735881,526,0.9347708406302409,0.970096494207251,0.9386321854559355,1,6,75.64914224438517,0
Harvard University,Pierre Mueller,Agile Methodology,2025-11-16,2028-04-08,6953311309fd573515679c625cb17dcf6084bffdff791ce78d750d49ab2c71b7,0.9104585044855471,45,0.8159651447638746,0.9396918963078646,0.8914588441536422,1,11,8.219837274381872,0
IIT Delhi,Patricia Ali,Database Administration,2021-01-08,2022-09-11,1eb5a9b0fda41f4f41903b25a9b17235bc83eb57b1fb21e7c537d4dab96bc799,0.7532279577421288,1818,0.880600125028067,0.9507930181040756,0.9173727246217027,1,6,9.471095134614867,0
Johns Hopkins University,David Williams,Network Engineering,2025-04-29,2028-03-03,04bbf80c468a6601d129d88fa9b4db565ca89dcdaf1261a52018135b46403532,0.9536870431186492,246,0.8826960553584637,0.9893509288121917,0.8093378230161851,1,5,34.923547491186326,0
edX,Barbara Kim,Computer Vision,2021-09-12,2026-08-29,c1d9d9c78f3685f9331ab797d621be26d546f21abb93aa393d97eaeda3361ff5,0.8647372528036247,1571,0.8703749233325399,0.9492623743245133,0.7266668286295496,1,7,7.1932046848828275,0
Salesforce,William Dubois,Cybersecurity Analyst,2023-05-15,2026-01-26,9e4ef63e1691e3bc6b1833f5c07afb8bc35c61f83de8f6e4b00d7d14dab04164,0.950830996326541,961,0.7706967305319533,0.9430044077085493,0.9284827344550785,0,6,26.806537844730098,0
Yale University,Richard Taylor,Data Engineering,2023-04-27,2027-02-16,53b48489f2364f2db50c9f8756279ee5b78be9d7dbd2b342733ecacbbd9bed8d,0.902372771653833,979,0.8547739342853068,1.0,0.9525145107927171,1,4,150.70402817276639,0
NUS Singapore,Fatima Rodriguez,Data Science Professional,2023-09-19,2028-05-05,15236beb68d7bf28c505ac73ba56a415a191ed4071515917edb7dfe2705bfef3,0.8766148405245769,834,0.7167833206510447,0.8497880705346579,0.8110114506744084,1,4,22.892970504550316,0
Salesforce,Richard Johnson,Mobile App Development,2023-07-27,2028-06-20,1a4f4521ef3c5ea6a2e0d395445b8ebe70c23c13298fdc3e45e590dc2909c398,0.8491615720713428,888,0.8980551503900422,0.9063428543488937,0.8552073198211663,1,9,61.828203661635484,0
PMI,Barbara White,Business Analytics,2023-07-25,2027-06-13,6a97244d87a707d12acaa41ff9ba2e6bb2621e57ee01cae3014ab2c24af96fe0,0.8482530561045745,890,0.8774115717431739,0.9869508050304338,0.8798020960329453,1,7,1.7119446043078685,0
ETH Zurich,Ana Miller,Machine Learning Fundamentals,2021-01-29,2025-08-27,cef3397a439cf5640e055997e068f25c2ade65a11632cca5c4d66eaa93db71c7,0.9206683057592371,1797,0.8359435143045277,0.8896793168208943,0.8388295940216027,1,5,44.36698304331335,0
Microsoft,Jennifer Miller,Business Analytics,2025-03-05,2028-10-17,36c733d867aab6a368504dab5db76391d6b9884ade47e55965b4ee0a22fcf711,0.7312732678789943,301,0.8022191498422696,0.9201507294349582,0.8874323467286482,0,7,1.6256885631372031,0
Yale University,Priya White,Business Analytics,2021-10-06,2026-06-26,6621d423e920227cda91f89bf3755ae7da175221bd9f3aec0163bb81f6adfab6,0.6872281679697446,1547,0.6470931590285911,,0.8590015971833107,1,2,23.87747455768762,0
Udemy,Susan Ali,Software Testing,2021-07-25,2023-07-03,c4b2a4962c73fe32f613dd9fe4995739aa294d528f96a25f6ff0f1ffbdabb759,0.9174571326218457,1620,0.9797015872215407,0.9242474998534456,0.9771835728546548,1,6,0.2778928435014846,0
University of Toronto,Robert White,Software Testing,2022-02-06,2024-04-02,264f8ec30f1d41899948cb89147dd03f376b93948880d2a8eb86c1ab8cd0350e,0.8649709551864447,1424,0.8211996810261656,0.9297665178460999,0.8786096975849484,1,6,13.616205815261628,0
CompTIA,Sarah Thomas,Data Science Professional,2024-08-07,2026-08-07,217b3fedf587c8d93b2fd1059dcf115f09786146ffc176938a5b05ba37fd9827,0.6163723357166809,511,0.5421617489012709,0.8732725757846286,0.7589644851924746,1,10,64.1081995873258,0
edX,Priya Garcia,Software Testing,2020-02-04,2021-05-04,c66f63eacce7fb71358ce87d120cd3eef9ece151e60af501c8dca01424ff7d6c,0.8814181882074489,2157,0.9176117012764295,0.9404388600074469,0.7741245054611494,1,7,2.6866142983383496,0
FakeUniversity123,Richard Anderson,UI/UX Design,2021-08-09,2024-12-02,850e3449ec28c5828204c977ce79161cfc806ef5d93c092f8c3c137a90d46afc,0.0589,1605,0.4035,0.8006,0.2666,1,1,10.41,1
Coursera,Pierre Mueller,Full Stack Development,2025-05-06,2025-06-13,a56e1e548f983657162c1984827d734b0bb0e938a92d7f59ae93e6a18bdafc9d,0.0126,239,0.3134,0.9964,0.2923,0,1,17.87,1
AWS,Jennifer Jones,Software Testing,2025-08-12,2027-01-21,571a468bcdb8f7966e9bcd379ca213de36644bc7fac16be9925eb603de567187,0.7729810001375208,141,0.994700820040108,0.8875406955752625,0.7707756246752155,1,4,33.39666876232548,0
NUS Singapore,Karen Hassan,Business Analytics,2022-09-04,2026-02-23,389f0b542dfe2fb275be3b8563220ec2078eed5082efda530c802f94b8c76c85,0.967688323496669,1214,0.8141377424699066,0.8733622182212442,0.8505635077317559,1,12,0.7759211880382363,0
Yale University,Patricia Miller,Mobile App Development,2020-07-07,2024-01-10,7f176886cb9effb14e4b5b4aed20b49c60878a6ece1246c8817f9ca2caf06d7b,0.9251499350064741,2003,0.7509402447423599,0.890494579693363,0.793836435650188,1,3,19.98465653671773,0
MIT,Pierre Patel,Blockchain Development,2025-09-29,2029-12-29,5429d72de761de0acf3027f8784ab7f531c619e58dae9e97c73c8694c0f1685b,0.7684157481865201,93,0.9490699767790074,0.9789010352480099,0.9403599120745825,1,7,109.0175461627228,0
Columbia University,Michael Smith,Mobile App Development,2024-04-24,2025-10-25,064e11e69c1e558c4703877e24f73bddadd5754619a2dcd51472a39fd846abcc,0.8109512568008949,616,0.8093030329241472,0.9637823276022599,0.8882798177187013,1,5,24.34348773192231,0
InstaDegree Corp,John Thompson,IoT Development,2025-01-12,2028-01-28,e461b75927b4873b673eb705ac6e427d5526db9967653aeab5fbabf424cee455,0.0706,353,0.0941,0.7914,0.146,0,0,4.67,1
Coursera,Mary Harris,Blockchain Development,2021-10-08,2025-12-08,1f42552296f140bc3a4b6988cbb79d6bc1247c9fb7ca701ba0edfe0acda52349,0.6703186525513992,1545,0.9209138174333137,0.9705092747768056,0.917342990066056,1,6,69.14191788292204,0
Udemy,Jennifer Taylor,Quantum Computing Basics,2023-10-27,2025-11-22,86d5ca094cbce72414cd830590f048eed0df6b3083a90e59e4746a881a7af5f2,0.905432576594126,796,0.8152006465608975,0.9353865906775323,0.9393715081261281,1,2,2.8544025255282994,0
Adobe,John Harris,Digital Marketing,2024-08-14,2028-10-01,665d55a6d790ebc97686695d4b7066613eddc9522487887e5600e056542a4145,0.7479359438039139,504,0.9346253575444315,0.9766836049225714,0.6785667526728267,1,6,39.79623187605827,0
MIT,Carlos Williams,Full Stack Development,2025-02-03,2028-09-05,ad59bfa1687a37eaa7e8ea964670a4102de36b71314f71b2448089a3aa5d1022,0.6869152131570615,331,0.912382454285317,0.8375134903875696,0.8725048456787994,1,5,4.234935215477002,0
TU Munich,William Martin,IoT Development,2024-09-18,2025-12-19,b7a485f422c12c84845e5452ccb342c97689288eec3696f1b6643a40e7f6f81f,0.7502330485652248,469,0.8503945880864272,0.9153528297116433,0.8662251654442348,1,7,17.750770380140274,0
PMI,Pierre Taylor,Business Analytics,2023-05-17,2026-11-25,380024889bd061df6d76c05bb05dab7c2dde6945ac4eb1e095fa4ee6814d4b0a,0.9376339264882442,959,0.9189933916776959,0.950317057678658,0.8394193454944486,0,6,32.79866321248497,0
Coursera,Pierre Jackson,DevOps Engineering,2024-01-10,2028-07-01,1d3e1a61be4d253083be8459c64243f642df6d9650e786e8f12c6482982c2917,0.2237,721,0.4764,0.6937,0.3135,0,0,351.49,1
AWS,Jessica White,Digital Marketing,2023-05-06,2027-06-03,dd6a6323dd5b5bf350ce4f299c56fb5e090dd81569253b88502b9d19f6395b24,0.7988113478604223,970,0.7569706757243616,0.8373461306181438,0.8023404316458479,0,7,1.149631585943441,0
IBM,Arun Ali,IoT Development,2025-10-15,2027-09-05,c5bb753529f2c4e998e2a3b033504a98bb96efc7a055acb8db12da5e13a734c4,0.7754602208592337,77,0.6656965281193956,0.9835231559498753,0.8621106295305295,1,8,5.028544197360584,0
ETH Zurich,Wei Chen,Agile Methodology,2020-10-02,2021-11-04,741d19e7b7c9032e56e1f6cd516587716a374db00d63b249fc46fe05f9a5816a,0.7908871169839885,1916,0.77451578199321,0.9719126116207389,0.6414000689629336,1,4,34.41310182291249,0
Adobe,Mohammed Chen,Digital Marketing,2023-11-06,2028-03-15,0985c27401170add01404693bfc670d905eac2b403ccf5a24699068c282d3098,0.6554801071388642,786,0.8637443798748274,0.9198498192888358,0.8739510329154533,1,4,11.160694040138697,0
PMI,Elizabeth Mueller,Blockchain Development,2024-09-18,2026-05-17,70859e453e98e46236331b0e488af1ed36758cff14e65c7000d19649a87fe0cf,0.641510369878692,469,0.8078470246650422,0.9341523398721825,0.7697904128390368,1,11,11.781392467390479,0
AWS,Christopher Smith,Business Analytics,2022-07-29,2026-03-21,f7a01041588c131828d553c7def73e2e6de26825ee14401d1e7c1f91b1762cde,0.6928480025041632,1251,0.8924440274898443,0.971317493733208,0.8945174193190502,1,7,12.580666789465393,0
University of Toronto,James Chen,Natural Language Processing,2023-06-06,2027-10-22,155a04201d5930bb3f7b065e382a809828306067ba1ff6e87d420b0f34b567e9,0.7938515081506851,939,0.9323730003038893,0.8621402557022693,0.5980314805655014,0,4,86.8358008499111,0
Columbia University,Patricia Mueller,Software Testing,2023-08-02,2027-05-26,13bd773685a297fabadffb722dae72fbbe3bae7d644a3ef5ce72163858ea4131,0.9047897369730049,882,0.9095471070064334,0.852951398200936,0.9624461574076515,1,1,43.52348686004201,0
Adobe,William Davis,Agile Methodology,2026-05-15,2030-11-09,980eb97d1777ef9218ad5763d088673e0ed2a64f53b178a99659cecc483d2144,0.0652,-135,0.41,0.6838,0.2341,0,1,69.03,1
Cambridge University,Ana Williams,Project Management Professional,2022-12-20,2026-02-20,b2da5e0f84ec477e04e9ba10a8226ac7577da3fa9b512e75f010c26ebba87dce,0.5415529140659516,1107,0.5290044115447441,0.9546045521774942,0.7911879604109199,1,9,84.49212429495572,0
edX,Sarah Chen,Robotics Engineering,2025-09-24,2029-05-28,f9307c5a5fc365f3b811935aa627d47cc6028322d62ab6e052084c5dc6393b0b,0.8741910764175707,98,0.5600762153521944,0.8182178674806828,0.8459989569398164,1,11,28.32874539586343,0
Salesforce,Joseph Jackson,AI & Deep Learning,2021-12-06,2025-05-12,9e23462f4b9770256f9d6989c6112ba62cdffdadd667b2a11869f6244431fefb,0.6206911513897952,1486,0.8197872451146733,0.9653589063707416,0.8825939723700296,1,10,10.194374185078683,0
University of Oxford,Wei Kim,Blockchain Development,2020-10-28,2023-01-24,6b309dd8fa79fa92dc93b58b303ecbdb48f409beb964eca21c03df9613c714cc,0.5770914182741583,1890,,0.961076028354691,0.8656192068017121,1,2,44.599012871716546,0
Columbia University,Karen Kim,Natural Language Processing,2021-03-22,2022-12-24,5361678ff7a2111a31fc68d5619d617467d176aa378e8e94984c6a7bc225ef52,0.8218064008551949,1745,0.9231315292751355,1.0,,1,9,25.87333370713904,0
CompTIA,Richard Chen,Mobile App Development,2022-11-11,2026-03-31,8cea6c9f1444e8e14a1910b290e5720e34088721c0e98823edac1857420121bf,0.809438762435467,1146,0.7924800257481628,0.8930226871298577,0.9529129083914006,1,4,16.75353878449743,0
ETH Zurich,Jessica Jones,Project Management Professional,2024-02-04,2026-06-10,a6b22e601c292008ca0403028dd27939377133f59011489048d9ec95d16f422e,0.8740646079967307,696,0.9178528459816425,0.9362985097584607,0.8129363814239899,1,5,29.47635819532476,0
Cambridge University,Thomas Wang,Business Analytics,2024-09-25,2025-12-08,6e64499601c51b4356156d74c4cffd8c578ce4997ba61f307726a1587532a984,0.759911646747934,462,0.9101633902522779,0.8574205253006258,0.8553090318180667,1,6,24.190954540326718,0
MIT,Sophie Kim,Data Engineering,2023-10-30,2026-04-29,2aaa145fb689cffbf0250cbca485263de084809504d64cf528adbf2750c668eb,0.8347479378241266,793,0.7018314570020778,0.8740823339000185,0.8091729959624258,1,9,95.21329455463635,0
AWS,Barbara Harris,Network Engineering,2025-04-09,2028-12-03,a3a83d0acc190df81f2d7e4c9b5a7a2dc43005d84700270ad9e4edf8ee082009,0.9316446317788795,266,0.8031225259477767,0.8927951769483998,0.7667300800623553,0,7,16.79193697988575,0
Stanford University,Richard Harris,Full Stack Development,2022-04-03,2025-03-17,966d40e18d265a21dcb12fe60857859e32251bbaadabaaa0e15c2d692dbf0ee5,0.932440402782563,1368,0.5817076418790511,0.947926088028916,0.836763370143485,1,2,1.4298487280727514,0
University of Toronto,Sarah Jackson,Software Testing,2021-09-30,2024-08-08,d05ad00b189268db4aaf03bd3b96e63d509f1bcf4476db8ce68746e43b7ffc41,0.9302250311566725,1553,0.8563246068886283,0.9615694861932029,0.8823074322577495,1,5,14.86564355896144,0
IBM,Yuki Taylor,Agile Methodology,2025-12-29,2028-10-20,bc4f77646b66c03f6de8a9d31873f6f6412f6c6b5e6b4f66aeb7891ebb7ee51a,0.8645888061211253,2,0.6862343323104547,0.9080579769675626,0.7488048030819876,1,6,72.20891289798209,0
Oracle,Patricia Williams,Computer Vision,2022-12-19,2023-12-31,e868269407deebccb7e4d819991e2f3f47abef5d31f4aa5b8b6c4e83ad5881fd,0.9521913689675046,1108,0.9640483502516047,0.8423661647160747,0.8763527126234855,1,5,13.74112435203279,0
Salesforce,Linda Jackson,Machine Learning Fundamentals,2023-07-06,2026-02-28,0dd9492bb987516a4395425988f0fe9133a2e8935d760d322c57c233a36c8d16,0.8817234338739017,909,0.9005262992699069,0.9203047960022821,0.9786076837406564,1,10,25.758581890139613,0
IBM,Patricia Chen,Cybersecurity Analyst,2020-03-01,2024-10-06,04c7aea73467291bdc82b92d6a7a19d8207aa5a1cda285679fc7783a631c83d2,0.42338719252971707,2131,0.856032015413523,0.8969497855688359,0.8367167064590968,1,9,18.794956153555304,0
NUS Singapore,Yuki Anderson,Business Analytics,2023-07-19,2024-08-24,9ad853bf21e782316fe7c6a8244c38ad443265efa2f464c65503b340c1cb5a63,0.9780250818023173,896,0.9416277176695608,0.9474123692804829,0.8881291177409858,1,16,42.33112233306236,0
TU Munich,David Rossi,Data Engineering,2022-09-06,2024-10-07,43771da4fcd4891ec60f83e47eb3af65d1304d0d19dcf720ac2e6324989dfe5a,0.7147903670032633,1212,0.7769010722992014,0.9584542165533196,0.7896018095183739,1,13,14.097701373261561,0
Stanford University,Joseph Jones,Cloud Architecture,2025-02-24,2028-05-06,b4999ac24f0cccfb9d2a8332275bf8e497aae86a8e3e1c78a16e23565bd02e4d,0.9038520763715329,310,0.9812174948693485,0.9560597151585677,0.8788657335687503,1,3,1.4083219385018757,0
FakeUniversity123,Yuki Rodriguez,Quantum Computing Basics,2024-04-02,2027-07-23,396de6e3,0.0872,638,0.5299,0.7233,0.1221,0,0,78.73,1
PMI,William Thomas,AI & Deep Learning,2021-10-10,2024-11-12,9c9e98e53e3bcb13348365ffdf67d929dacec8337fa005e4b6f91c22d795143b,0.9059331640577987,1543,0.7736040720636803,0.9067481548768654,0.8995757610421266,1,12,38.69919079600309,0
Johns Hopkins University,Linda Dubois,Project Management Professional,2025-03-05,2028-06-15,3923314e18620fe271f5882dfd6dea902f5583dabf99c1ca68ea7ce9acadfcc0,0.8319556843164452,301,0.8510291614666919,0.92096169647507,0.6712955708461005,0,5,32.34753994166642,0
Udemy,Ana Santos,Data Science Professional,2021-11-19,2025-03-22,5077a1b2c4ff886befd7678ddb9aafd37b4d84a767ef6bc671dfe59af7721b39,0.8478303821997938,1503,0.7154316529096315,0.8968501470198424,0.9123021164980206,1,6,34.167455581297524,0
Cambridge University,David Jones,Database Administration,2025-05-03,2029-05-20,43ea63313e3f152b83d9f2b34d37c184f391c527578deed3d478e1f412d4219b,0.044,242,0.32,0.5596,0.3927,0,2,4.8,1
Stanford University,Christopher Smith,Robotics Engineering,2022-10-19,2024-04-11,fb767101da1ffc039aefb3ceec97db5aad711de2694c994bc171531b34d4d38c,0.9188100907568645,1169,0.7321485015681571,0.8812406763828469,0.9620600018039304,1,10,8.806891608514212,0
University of Toronto,Jessica Wang,IoT Development,2020-11-21,2025-04-20,4c98463f35cfb9627042f404f261720e1ff6d7470565d822df32d04853c10cce,0.7572246573150658,1866,0.7451494119044656,0.9423892656185546,0.5744085800362635,1,3,104.89224208686498,0
Salesforce,James Patel,DevOps Engineering,2022-06-10,2025-01-12,029671ff690805dee6c11ae3d40fb070998a0d260000ed8c04af6977a444ddd8,0.906633653883021,1300,0.8952285991232092,0.8977619756811787,0.9367532120059269,1,5,10.64803287278472,0
Harvard University,Carlos Mueller,Agile Methodology,2023-05-23,2027-03-27,652c369a07e2f15fb71ccf6befb38dde63f2d92a358095be867d4de1af035e83,0.7178353990848189,953,0.8960595606849758,0.9676623290853499,0.9768243221410093,1,4,3.701750045266569,0
Oracle,Jennifer Davis,Robotics Engineering,2021-07-12,2023-02-19,1df4756cb03d43b0424b6d17153f79a908d613bbcdc92a31b05dacefad074fea,0.5982599141938343,1633,0.6304874269137117,0.9290198302467764,0.8937424696072056,1,7,11.314082494301827,0
Google,Carlos Mueller,Project Management Professional,2023-06-15,2028-01-09,a0a478648d1968f287ff832ea3254a374eec385334872a88b05387d53a747ef1,0.5959499080536007,930,0.9431940357827424,0.9282783884268448,0.9212626809831623,1,10,7.9935943735858235,0
FakeUniversity123,Priya Chen,Cloud Architecture,2022-04-19,2023-02-20,0b1268fce67f12ad8b34698cf985b59963fd3e3cf340c5ee50153e4084d59ca3,0.2087,1352,0.2648,,0.0418,0,0,262.7,1
Yale University,James Miller,Business Analytics,2023-06-12,2026-11-09,d6ba429e1d10b0c38afd75d51cbd58948a558b1fd67b1ed3cdccf0594a90f8d5,0.8634058207457445,933,0.9877725761359858,0.8901897842544108,0.8960338752303096,1,6,6.176927378691963,0
Salesforce,Karen Kim,Cybersecurity Analyst,2020-02-11,2024-02-03,45dbd064ceaf3dc776cb22708b1c146f8fea8f2ae831e011d5fef4d0a3fc9ce9,0.7341747676809234,2150,0.6941968152175199,0.8391345391915768,0.9730078997328768,1,5,53.75220043160426,0
Johns Hopkins University,William Davis,Natural Language Processing,2024-02-02,2028-11-28,f151e31789b5c30e970276b083e241c0ec2983e0f946414fa686f3db9ba017d6,0.8750317535875403,698,0.8320406432218401,0.9980701825273751,0.9810144367090013,1,3,33.6101255001012,0
Coursera,Christopher Miller,Digital Marketing,2022-01-18,2024-10-20,830d45cc15a6966d04001d1bbdbe995505fba6f5587b1e86e2e81e465c973c7f,0.6203755794732589,1443,0.8555519190563753,0.9264889016194299,0.7223997904816573,1,7,49.05753968454557,0
edX,Yuki Garcia,Robotics Engineering,2021-10-21,2026-01-26,8221b65935917bf4b05a01270d7ac9528838586a434c6bba0c1e7b1399cdf977,0.6913010727535442,1532,0.9065073810948677,0.9448323827062215,0.9548595829068142,1,5,49.82418166055122,0
Microsoft,Joseph Davis,Blockchain Development,2021-07-12,2024-04-06,e55ac61b5119d77534a790db6319eddba7c6962a8aca678da5cbdca13702ad87,0.41671703105088087,1633,0.9128007653897131,,0.7115642730088079,1,8,1.9592657475230937,0
TU Munich,James Taylor,DevOps Engineering,2023-05-19,2024-09-17,8ec59cb9b01378897f0b81ead61f210de91fb7fd7605b8d2ba8ef96fcf7bd117,0.5127586656426792,957,0.9182194653945379,0.9429375032399044,0.9413623516892233,1,4,36.049500636356484,0
Cambridge University,Jennifer Patel,DevOps Engineering,2022-05-06,2024-02-18,1925065c036855f1a8b082883699d6b86f724a33d4308570facfb4f70e2a38d8,0.6190475106641236,1335,0.6404500694494313,0.8967329710485411,0.9814012443092518,1,9,61.90538097717183,0
Oracle,Karen Johnson,Big Data Analytics,2020-03-31,2024-11-20,4328677518342c45671f2527cab565b46b908bd96d2dcd24bcb0c6fe5d2a8c43,0.5933739279262435,2101,0.9894233389849701,0.9521014290116739,0.8930877751511981,1,5,3.4913516508384,0
CompTIA,Susan Jones,Business Analytics,2021-11-28,2022-02-07,64af60f95ce0d946e2f9be94dde356dfb0ad4017d2e9b49646cc618f5574b3b3,0.0692,1494,0.2876,0.3839,0.148,0,1,125.17,1
PMI,Ana Kim,Big Data Analytics,2021-01-08,2022-04-23,36bd7ff3ac0d0eef38833718f35fcc4ea175d26053c8171827ac99b86cac3c80,0.1049,1818,0.0814,0.3769,0.1066,0,0,73.97,1
Salesforce,Wei White,Big Data Analytics,2022-04-21,2023-12-16,9402a5b8c761aa0eac3fc78115083d069d93eeb48dec7379afd0876ad3602776,0.8031269769739132,1350,0.8695811841397296,0.9953144644945575,0.800060682113184,1,6,5.456944338455619,0
NUS Singapore,Wei Chen,Software Testing,2023-10-04,2026-01-05,3682bfeefc3d8e39b6154d18d2013499b6bd505c8fc6ef2f507f7e6dcf59ca18,0.8701477188032494,819,0.9810145129684716,0.9181029350409361,0.8438010295228827,1,7,51.88169649466248,0
Harvard University,Richard Johnson,Big Data Analytics,2024-03-28,2025-12-02,db9622ba9f64c46e4c4e5f3518662ec4b12e93e1526233ee6e834a2fbc6a996e,0.973648156137343,643,0.89834849906913,0.8081583159173651,0.8731425186100494,1,4,19.811098082896354,0
DiplomaMill Online,Sarah Chen,Agile Methodology,2020-06-08,2022-03-03,f2dcb63ee6907d1205ddf63859a72a836ab42cf9ac778e814db85e254e802cb7,0.06,2032,0.2831,0.9012,0.2315,0,0,61.8,1
Harvard University,Sophie Anderson,Full Stack Development,2021-08-25,2026-05-20,997ec30ab26bf89d735f44f2f104bc71bc94d30f3b623cdfa5e9a511d78eee07,0.47500777753349704,1589,0.9112740427573998,,0.9531845762175819,1,8,16.84218381065337,0
Harvard University,Priya Harris,Big Data Analytics,2020-10-31,2023-02-18,0c0da92f66645e67e6a48391a036767e57e8694df6a5e48423fce73ac2e41172,0.7773419555207502,1887,0.9107690065520465,0.9184538137861838,0.8203221970221473,1,7,1.186974945803519,0
IBM,Linda Santos,Cloud Architecture,2025-07-19,2029-10-02,2af61810ea97251f75d9d8629fc274442925e014ad0d6916bdae7517f6ad5286,0.7779231367511205,165,0.8559658470695862,0.925565769838282,,1,7,49.75385710841407,0
AWS,Fatima Wang,Cybersecurity Analyst,2021-05-29,2023-03-13,077b5cbf386853f1059c2f35657c93871206ca4b3173f2bf9f6195e7ce1dcf58,0.863932828899172,1677,0.8216778229606809,0.9588509514902825,0.7346261246698392,1,6,17.74139594681138,0
Salesforce,Jennifer Rodriguez,Project Management Professional,2025-02-14,2026-12-24,a90d9d31aa454516c45cc8ad65bc9e4106b8029e10766c3e5f94e4a400c5bc46,0.8812318218591119,320,0.867306425557933,0.8927087305149457,0.8761377064893118,1,9,55.69490150135151,0
Stanford University,James Kumar,Data Science Professional,2020-07-17,2024-10-23,cf10cab8b6deab4f8cf9881d11534b41ff454beff0c3f91bc9475992a9cb9688,0.8995023530037227,1993,0.7650706546072104,0.8889496460364721,0.8889600587964935,0,11,11.893010179646307,0
Johns Hopkins University,Thomas Martinez,Machine Learning Fundamentals,2023-04-26,2026-09-23,538923263eb08e80f66e373559c1d648f824e49be1ae1718f4d83bb99306d2cc,0.7149732017778984,980,0.8953160638631371,0.9400559274127717,0.9082328650564201,1,2,5.516563069036534,0
Udemy,Mohammed Hassan,Natural Language Processing,2024-04-25,2025-07-02,45b29e140c43937896432ea08dda5eed816e0aba48017366b9be95ca79da3412,0.8483437585756443,615,0.9324052964040765,0.8167735559744149,0.9888216469992643,1,4,5.871335597715424,0
edX,Wei Miller,Quantum Computing Basics,2020-05-27,2023-12-12,533e15fcefdd765438021ef4a899337bb1cfbcb20ee7a885aa480fcc893cdb55,0.8833847877718899,2044,0.8947195765170703,0.936930282435346,0.920084231795006,1,5,5.961102228928014,0
Columbia University,David Martinez,Robotics Engineering,2022-03-04,2026-03-01,ac58b8413bea0521ea56b1a5e90076dee4d53b8a4095f7c4e4588da62727a718,0.9019651325745475,1398,0.8997187693035429,0.9494441654014325,0.7987107019825833,1,9,25.33544354771276,0
TU Munich,John Rossi,Agile Methodology,2021-09-02,2022-06-12,1b005aea0a7e022f10f272acd3164b158ce7a73e979768ab1bb5ae9d026d048e,0.1586,1581,0.1093,0.6538,0.1816,0,0,144.31,1
Yale University,Richard Ali,IoT Development,2025-03-31,2026-08-24,daf8d85cff6c459e202ec18844d69e7b0c9e46d1129ab8d303dc24dfbd1e1bd9,0.884191114184312,275,0.8753547251044573,0.9149355994631388,0.8532379938388805,1,6,17.260574139442333,0
Udemy,Sophie Jones,AI & Deep Learning,2024-11-27,2026-08-08,bea67b09feb4814bdcea756616b4af5d1808312371abd314d313abf9d9ea240b,0.4719762053392228,399,0.9366387906833478,0.9085711002391438,0.7970472574120219,1,7,23.637460815494457,0
Johns Hopkins University,Fatima Martin,Quantum Computing Basics,2022-06-05,2026-12-13,5afe7d34fa863420155de7bf77c8d5c4ced388d8d5630b42d2a0bd3a3994fa05,0.43769906899007066,1305,0.7681477336048804,0.9683023881436298,0.7605336446176939,1,7,34.95299900431435,0
DiplomaMill Online,Arun Thompson,Business Analytics,2023-09-17,2024-06-19,cab4b3952e0c24f24a5e7f0d80d6964712aa3a86e7dedbd31c6fcadb14e18165,0.1404,836,0.1662,0.8089,0.4066,0,0,464.61,1
Johns Hopkins University,Christopher Martin,Network Engineering,2021-07-24,2024-09-20,d014f9c58e07dc687f9ba14a9f400c715fbaf8569a805861d9d0ce61497d82e6,0.0551,1621,0.1919,0.8163,0.1597,0,0,0.8,1
Microsoft,Mary Thomas,Natural Language Processing,2023-07-31,2025-05-02,54b67293083810f879b6474a25fd592fa166d78d9137ae0a9b0c5e2712e57920,0.7730720315347955,884,0.7899595283012105,1.0,0.8730395543682419,1,8,47.69091499816548,0
Stanford University,Elizabeth White,Data Science Professional,2023-01-28,2026-05-21,45732a078e752737841716249d1fdcdcbc036f3cbb2f1d4fee312ef28fad9053,0.6185662874466199,1068,0.8216719861524708,1.0,0.9047362058014542,1,11,7.9760382350466665,0
Google,Priya Thompson,Business Analytics,2025-05-01,2026-09-29,73bbd2fa2306190520e1075f3e4504d6c7ac9524069f5cbde75ff1ca72741068,0.954227921566248,244,0.7002924874205295,0.9114878448609699,0.6284126833855358,1,6,28.63321284930688,0
Harvard University,Michael Miller,Digital Marketing,2023-01-05,2026-10-21,c789b62cb4f1fd2916c47d656e67598d901de544f27d3ea97ab1002cefcd46c3,0.8060035105109321,1091,0.8526881512760798,0.9242504559305001,0.8773720546859407,1,5,4.22002360839681,0
Oracle,John Taylor,Project Management Professional,2024-04-02,2025-11-02,541b0171a3c07ed9b426ef0d8224301d5f7db178209b4a1b71c0630e8054f400,0.8938017996892547,638,0.9337007666226902,0.9859101525542928,0.883301184483226,1,6,30.652069895486495,0
Salesforce,Thomas Wang,Big Data Analytics,2024-09-22,2027-03-07,cf4e61ef10796f290a4ee3337bf792385ee3e8e269b57f94b3524108d49ee74e,0.8088440861728119,465,0.915884051324951,0.8952463780851208,0.7975523407976127,0,3,46.06719477518594,0
FakeUniversity123,Jessica Patel,Agile Methodology,2025-09-03,2030-04-06,a918edb5627fc8f789a66accf488fb870ba32d07a5j5be927542b1af3dee1797,0.1506,119,0.2125,0.4421,0.0564,0,0,3.93,1
IBM,Christopher Dubois,UI/UX Design,2022-12-28,2026-12-02,efb3c8e44564deb916543eec4736320baecb0491c13da647c57ce2d7d92b11eb,0.7894305692033275,1099,0.6312326393959504,0.9755174489957147,0.9473065597833887,1,5,1.0977468562763524,0
AWS,Susan Smith,Mobile App Development,2023-11-30,2025-12-06,4994e6351353d8c72fe42d75b495499534b877df859c3b8d66adf5c58006262d,0.8746086797010851,762,0.7150153263505546,0.885546093336178,0.9200934721714725,1,9,69.09500516720266,0
University of Oxford,Sarah Wang,UI/UX Design,2021-03-16,2023-10-04,c6d24fa1f5bb87be54cf7fd811e7912791e1185ab2dbb976ec77d3c5a32a804d,0.8323216039708478,1751,0.9664767727780766,0.923217431807364,0.9569617061700555,1,11,57.97792519859866,0
CompTIA,Barbara Martin,Machine Learning Fundamentals,2025-09-19,2029-12-14,25eb63d0a18dd50ed20a498f9384dcd3f8a227aa5605b6b5182e69c2e98ce383,0.7492060119647476,103,0.8595109222491905,0.9067615378875109,0.9282945449322035,0,5,18.3508332217867,0
Columbia University,Yuki Dubois,AI & Deep Learning,2021-12-21,2026-07-29,7ef91217e7420fcff30904f7a57dd1069205c24bf73fa93899dc7f1aaf9d0bf0,0.9553197169787773,1471,0.8577505712536982,0.8704356680825359,0.8784650830429965,1,4,6.675673989767682,0
University of Toronto,Sophie Dubois,AI & Deep Learning,2021-06-14,2026-02-09,1efedcdea05de9cced9626d09b5b4f1fba5193a1ce688d31d77997ed188db527,0.8160449814159917,1661,0.8962176904061584,0.9572204561739518,0.9052686294654965,1,8,61.23363994022408,0
edX,Fatima Smith,Project Management Professional,2021-01-08,2025-10-29,520b22dc018e36790e27c5a3dbe976529543c1508f65b6c9786f0f4501571ad4,0.9609064587022464,1818,0.8210311309191485,0.9786226299086522,0.858679752891196,1,5,8.568572663406972,0
IIT Delhi,Christopher Chen,UI/UX Design,2021-05-12,2024-01-05,e8d3cef0046cf35daf8540d33ae81abfbf35147a078e608c10bfeed75aea7171,0.7474315517529254,1694,0.8287724176695119,0.9096220851075545,0.9731380761336013,1,3,92.93721749425087,0
Adobe,Priya Rodriguez,Database Administration,2021-07-06,2022-12-12,41e179df9077ed77e8909fd976cfc29ed7d5547530465946d32c73350b1f48d8,0.7141170256347207,1639,0.8250581586020445,0.9646802585201213,0.9712603475684426,1,7,54.309736283936964,0
Google,Pierre Thomas,Blockchain Development,2022-01-25,2026-08-19,d76739ba0abe186434db44384ec5f4f72f2bcf1f03e99e1248e58aa995ec3c8d,0.8132107910741245,1436,0.8599332480166444,0.8425456487989336,0.8977042377323411,1,5,74.7083873517004,0
PMI,Yuki Smith,UI/UX Design,2023-11-24,2027-01-04,ead734b593bbf05a70a09daf59ddbdbf757aca46be1b767f5e7a266830f19d78,0.8456445670923615,768,0.7422646200324204,0.9175624403268069,0.8047887041514288,1,6,9.63146045757396,0
University of Toronto,Jennifer Brown,Network Engineering,2023-12-24,2025-08-19,ec1c3e19aa5b9237d5cb84c47c1d2e0d46c184e7646befa1031d7ac3e3fd1a78,0.6804341864080163,738,,0.9701633605941223,0.9081880638372041,1,4,29.29881885416178,0
TU Munich,Jessica Rossi,Quantum Computing Basics,2021-06-09,2025-08-15,e335d30a4ec63f5c442aa3ac29fe3c0e35730dd64491bd5cb7d78cbd29a71e06,0.8980637112304313,1666,0.728920048568332,0.9657936768840418,0.867319139906902,1,4,2.0836308690428216,0
MIT,Yuki Santos,Robotics Engineering,2024-01-16,2027-05-17,884b48bce1fb37b48110b8a2ad35ae3678b5ad6fcce509e611d56748875f1c26,0.8978892100829483,715,0.8684403008741547,0.9291300147679822,0.9060744206539241,1,2,25.080770909382085,0
CompTIA,Sarah Taylor,Robotics Engineering,2022-10-05,2025-12-11,2e9f07261d5ab012ccffbc7a8b8c8dfe87e09eeac656e754fb71480f0b5b3fcf,0.8819562609429329,1183,0.9279009458405525,0.842821058570474,0.9498811532264911,1,3,57.653504572053095,0
Microsoft,Sophie Dubois,Mobile App Development,2021-11-10,2023-12-17,7508a8dd1add880722040b98c29e3737fb39003241fcde7c712ec88b8ef97b2c,0.8499243690522887,1512,0.6921684972702657,0.9884026199897616,,1,15,76.55093800069726,0
Salesforce,Ana Wang,Quantum Computing Basics,2022-03-14,2024-10-08,94fef12d0d6133a5df079a38977cecd04d791fc5c8c076e605b1d07478a57b4f,0.6467970953405833,1388,0.8790429715423218,0.9253210728729309,0.873064169621966,1,5,5.473557766390004,0
Coursera,William Wang,DevOps Engineering,2022-08-23,2025-02-11,0144ad5a067c84aa32a874a1666dfc62e5c4e964540c9339af1bbdd27a05bbeb,0.6412276371416037,1226,0.8556465614830092,0.8615818526057457,0.899543448064339,1,1,14.806754409431925,0
TU Munich,Linda Kim,Mobile App Development,2025-05-23,2028-11-09,f827b75f952afe68a5b5877dded887fac5ba3582b98b0041e41ee944a6a8d5e5,0.9716969899353946,222,0.8587145611105943,0.9498704496253131,0.9123369714735824,1,4,82.20701935954787,0
Microsoft,Patricia Rossi,Data Engineering,2021-08-07,2025-05-08,993f69293f30db8da4ecbe38df16883a8e1457c1ff66c37ab9db636a82c84f0f,0.666562531229406,1607,0.6096040907424267,0.9214446058427155,0.6550175849626695,1,7,17.46652611493575,0
Oracle,John Brown,Quantum Computing Basics,2022-08-28,2024-03-01,783a92965dca196473da0eeb6c43d3d6fbe536e468ffa6a0dd241b1c7ea1bdde,0.6748907494637434,1221,0.6958559551028329,0.8920125015795229,0.9667379989968711,1,6,60.431383224090915,0
Oracle,Yuki Taylor,Database Administration,2020-01-08,2022-05-29,73e9bc81611d42afaf66ffd301beb0d0e29b96cbdd390562cf7d0edbfcf04d71,0.6784222650175671,2184,0.9010300527184377,0.9691286731813888,0.9274081194722833,1,5,64.2181632102682,0
Udemy,Thomas Chen,Data Engineering,2025-07-24,2026-09-25,7be3f84397ec2119a21a10340ef5dbc015acf0c137c16e0b5bc2cbf7be5448b5,0.6261576645842352,160,0.7898522446820454,0.9005884503685834,0.7715936490777779,1,6,1.42195642714066,0
AWS,Fatima Dubois,Software Testing,2021-03-10,2023-11-07,a91e211f46062f765e7811034117ce0ec9be086dd263d237d5bb189a91646bd7,0.914013031912688,1757,0.5173066979347373,0.99007047777455,0.957511867114345,1,6,12.019052311857873,0
Cambridge University,Jessica Williams,Robotics Engineering,2020-05-22,2022-05-14,7d6d05f10465857a8f56256ed28684091234f0d3d9d732df62f642d0d9de08c6,0.6651845160099457,2049,0.5278912954951323,0.8215918061788166,0.8698858597943426,1,6,80.95973551836336,0
CertForge Academy,Elizabeth Mueller,Natural Language Processing,2022-08-27,2024-09-18,bd71c13d1294e41db1a3f3670061caa7f08a9cfcb120538b1d3ab3bc6e8f4215,0.2866,1222,0.0476,0.9,0.2727,0,0,39.15,1
InstaDegree Corp,James Thompson,Data Engineering,2021-09-09,2024-02-15,d0fa7560df923,0.1271,1574,0.0533,0.6283,0.2724,0,0,70.23,1
Stanford University,Sarah Hassan,Computer Vision,2024-05-11,2028-04-27,517cea0cdd30dec682dd2923f6cf4bc98741774bf793be79c1f4946ee670016b,0.8068016433282648,599,0.699949349687008,0.8904822149762377,0.9027532647308458,1,10,14.059735327625031,0
Oracle,Karen Taylor,IoT Development,2020-08-26,2025-07-29,32d65912c3a3328e96c598b15568f79d37e0abc4d1ba0c45fcc65460c9dd2aae,0.9851090120298354,1953,0.975897831720222,0.970290372499582,0.876504831934016,1,4,30.04663846192998,0
edX,Joseph Taylor,Database Administration,2025-09-08,2028-04-22,5eb89b498a4e094584d83dd31c6512e6071df543cd6d99bad136097d9dc26381,0.7620355377377513,114,0.8500971945297204,1.0,0.9542771851333113,1,10,45.98421424250628,0
University of Oxford,Richard Mueller,Network Engineering,2025-11-17,2027-09-08,6a8b504cfd53d348e610b6d7a3aa5624532ffbabf1b1dd96226565245f5b06a0,0.86158403570526,44,0.9939846188413464,0.9090951182844359,0.8899285802823855,1,6,115.74235254065721,0
AWS,James Garcia,Robotics Engineering,2021-07-20,2025-11-06,2678c0017745313b7e8e54b178eb56e421bab3aedd0d740d2c22497f61ff7000,0.7586754810094957,1625,0.8612382615014191,1.0,0.7955012350919312,1,9,2.51459447819204,0
edX,William Williams,Software Testing,2023-01-24,2025-07-14,7908f7c6d154523446a5e3d7cde6358d914dd82cb5021784fae34fbab80f1ba5,0.9000378830231851,1072,0.9377389293134847,0.8986548622088443,0.9704144471306341,1,5,31.185853708848445,0
Adobe,David Rossi,Robotics Engineering,2025-01-15,2027-04-09,e767557b247226817fc4cf5d4b63473125cdc6ae6b9f3286f123638944e44409,0.8239211563217282,350,0.9295095568657792,0.9132174144143372,0.67338532632874,1,8,35.10675518939605,0
Stanford University,Arun Garcia,Database Administration,2024-07-04,2027-03-21,8466481f991967412a55fb4a94c5562699b61c2a3739becec8af34decf39af9c,0.7371537513133868,545,0.5748172509358664,0.9131446143724504,0.9062661085281343,1,7,52.38992275114238,0
Udemy,Christopher Mueller,Machine Learning Fundamentals,2023-05-19,2026-07-01,e827292955b4d1bd0086a424623e7e485660878d00714feb600010d6af14dd45,0.59731214060102,957,0.9643011394231492,0.9109331206009496,0.923050983114635,1,5,24.75448782901796,0
DiplomaMill Online,Joseph Kim,AI & Deep Learning,2026-02-17,2028-12-15,48d9d9ff2ced379af189fa41fb8d09db0bda33060533236b6b3ead667c2bf9e3,0.2175,-48,0.5857,0.7779,0.0737,0,0,131.59,1
Salesforce,Mohammed Kumar,Business Analytics,2020-10-19,2022-01-22,f502292a6d5be45062bdc52a2ef94ef8bcd80080898b3568ba645671a8c7fcc8,0.7642654453656108,1899,0.8870836058150817,0.9356064766750334,0.816366216426892,1,10,9.571797993938858,0
Coursera,Susan Martinez,UI/UX Design,2022-01-26,2026-04-26,8964a961ab14955242a12b9bfe9834eec5fc8b57508b935d5eb4f3353f6db240,0.6599607834030689,1435,0.6293845451622585,0.9095816129069269,0.877723075967914,1,6,10.36905544972701,0
Oracle,Michael Chen,Cloud Architecture,2025-02-11,2029-11-21,486d99e6b7b00f57bb05a5d75020228b97e4f0a58504726b1ff36f299f4e58ad,0.7418221031298257,323,0.8816082972611367,1.0,0.9477042254003151,1,4,107.10997030500405,0
Cisco,Jessica Ali,Data Science Professional,2025-12-27,2027-04-15,990a7d5067c869bc15a6a59e56581232c257a65bafc71fb133c4720f92d2da33,0.9836826240132897,4,,0.9909235089732044,0.9294230253419978,0,8,23.539105763167356,0
University of Toronto,Joseph Mueller,DevOps Engineering,2024-05-09,2027-04-28,d5ca73256e322a4996c132cb53a641f62a805ae33c6c781fa7d20156704b9139,0.778837456768989,601,0.8999728866538502,0.9755793656610139,0.9001962317442006,1,6,37.56037100296542,0
University of Oxford,Mary Mueller,Quantum Computing Basics,2025-11-08,2029-04-21,17a3d1ef83c036d0d2f57de9f7f75a9652bc46dabe36f21c61583dff3ce247da,0.8673662352967314,53,0.7176891048273901,0.8971846989865966,0.9545569899996831,1,6,9.709273708549846,0
edX,Susan Hassan,Project Management Professional,2023-05-23,2026-05-24,0037cec339d872b43cc0cecc7d68f28b5908b88849427628dbfe04241e171fa4,0.7845345690228204,953,0.9345137585816847,0.9301911363763734,0.8366365478946325,1,7,45.03727621363877,0
University of Oxford,Karen Kim,Business Analytics,2020-03-31,2021-07-11,ea8b399be90df0c4ea070487e93792848666a9cb07353bee6c7281a84ff955f8,0.8020149418784769,2101,0.8839088954742613,0.8446201588851224,0.4832776423962805,1,6,15.727549211109944,0
Microsoft,Yuki Jackson,Robotics Engineering,2022-07-01,2024-01-02,c61c8d9a7b29386ee0d179df945a372fea6f29172ded507b1a3fef6cef922024,0.8278476739945965,1279,0.8580172078044787,0.8266148625204504,0.9128277541462168,1,8,34.235970035080484,0
InstaDegree Corp,Arun Hassan,Agile Methodology,2020-11-28,2025-04-12,e4bb246925d98e41d081ed516305d1bf36b6f3bdb244a371e19eb634e876be12,0.0222,1859,0.365,0.7745,0.3351,0,2,58.54,1
Udemy,Mary Jackson,Data Science Professional,2021-09-17,2023-04-08,9ed6548d791b3b0628e4fd99ba2a7b2673d4d929305ebb164a179ba65f3c9036,0.8693358151562457,1566,0.8064642198020592,0.8918431312752172,0.8069188519598017,0,5,116.90134415700996,0
Salesforce,Carlos Rossi,Network Engineering,2025-03-04,2029-11-21,daa430ff6ea125e468e27a162090dc1da3d3a832ded05368f35f1ebed1a1ce86,0.9440194581618953,302,0.8488356703905936,0.947887910044516,0.9452415189115235,1,3,1.5171218189448759,0
University of Oxford,Ana Garcia,Machine Learning Fundamentals,2020-02-23,2021-10-24,ac45f166c9baacf150f696e05aee4e5df6128ebd95e81fdba25533e329e7812a,0.8987612423140466,2138,0.8398387005326715,0.9126581936192132,0.9218033035366773,1,10,38.01469286235296,0
Yale University,Carlos Thomas,Business Analytics,2025-05-12,2029-07-05,30716c09cb8510c13e2827dca702ba8efb6f12a095576d8d45fde08a3fae5e4d,0.6949128594302058,233,0.8729554974311134,0.8814057291747701,0.9220221149983391,1,4,39.896539160999026,0
CompTIA,William Taylor,Mobile App Development,2021-09-23,2024-05-09,536001f2895cdc5acbd85fa13dad6bdfb31fc1bfb02e6f64ff0a983f942f6bf9,0.7842725523102103,1560,0.9710375720721204,0.8803172661339095,0.8123628435005629,1,6,38.47124439886719,0
ETH Zurich,Christopher Smith,Robotics Engineering,2025-05-13,2028-02-01,d2468d952b1a9b4dfd7b3ec9d1802fee12016f155baee89e52e019016a2fb156,0.9996519471582886,232,0.9384577449284238,0.9325741309694306,0.9639071808587077,1,6,29.783962176024787,0
Stanford University,Thomas Wang,Business Analytics,2020-12-11,2023-12-13,4b07f160da2058e6e38d6bdce7eb54ab72509bd864556030747de679815da186,0.9340370440431077,1846,0.6663496045290406,0.9348282058929439,0.8906086689195084,1,5,29.680785224044236,0
Columbia University,Elizabeth Williams,IoT Development,2023-03-22,2024-10-25,7a9c5d97fb7beb535cb440b9a093a196a95e3073d4f635de3ab114f7f5226ef1,0.8557267650553979,1015,0.5118367134434517,0.8202806212529413,0.802708963543203,1,3,82.33793207083184,0
MIT,Joseph Martinez,Mobile App Development,2025-05-15,2028-01-30,c4c07da8e01ced54b6351e307048e768f268b52c135911da92c4d46f11d806d2,0.9083577173485663,230,0.9558924646446976,0.9592460728690664,0.9519218909791497,1,7,56.30579689521825,0
University of Oxford,Robert Kim,Quantum Computing Basics,2023-02-04,2024-09-13,685051074d7bbb38c23f6792f515767484b396b94cbf067b8b51d5ac33e57d81,0.3325,1061,0.1655,0.7076,0.04,1,0,26.67,1
Salesforce,Jessica Martin,IoT Development,2022-05-11,2027-05-03,57e89e02a3511a4ce27915491be3b05da7d0cba4cb7fc0bebb292eda14ed4568,0.8877029858377619,1330,0.9778906912719535,0.889600041458203,0.9281336083607056,1,2,5.685021402762923,0
NUS Singapore,Arun Brown,Full Stack Development,2024-07-27,2027-04-16,388fa48184ede0b12e30e922b10b976d6d25ee8690bacb7be87954a1528e3578,0.8529567855687374,522,0.9022581327629864,0.9341297446184562,0.958919996954831,1,4,7.8087269548432765,0
University of Toronto,Priya Thompson,Big Data Analytics,2022-06-25,2025-04-11,748c8b54605d37f12d40c0445e2fdda49ad06d6996b8b41dc363520d799ca758,0.5298230920312614,1285,0.9872690438000732,0.8832396408546788,0.8501981396922288,1,8,0.3650573969278174,0
PMI,Elizabeth Rodriguez,UI/UX Design,2024-07-12,2027-07-12,ce969884ea4d24c22d26cba484a68c4a6a51937e23d013ce7fd566bbe093777f,0.8395573331696861,537,0.754909226302985,0.9535520950375931,0.8855321236379943,1,8,8.70986860505694,0
Adobe,Michael Garcia,Robotics Engineering,2020-04-20,2024-03-30,7108ad3c62225abaa4ec048042181427dbac67eb47b30caa4ebfc881ffbfead2,0.6158472639059884,2081,0.8390803407383943,0.9630424145644509,0.90803213311669,1,5,68.7264555515378,0
NUS Singapore,Christopher Tanaka,Natural Language Processing,2021-04-12,2023-04-21,e6f0b0696549e35ff5f06d2bd21609a4780a9eda43612ae5b5b0a6cdf63624ee,0.7961832169872529,1724,0.8389228520220742,0.9066540080457423,0.689874521079727,1,6,14.159506939485892,0
Adobe,Richard Garcia,Network Engineering,2025-11-22,2030-10-10,09c18d252cd0bb1640e46c71e7ac9c49d8edf32beab332529cef3e24c965e398,0.6080937672261986,39,0.9116290586260107,0.9513615346984144,0.6389568827713525,1,10,6.343321732271475,0
Harvard University,Yuki Thompson,IoT Development,2025-05-01,2029-03-13,a8e754f2dd3e98265e444faf224950464a018f01d6ed20c0f18fce0c443c7d77,0.6118782799898153,244,0.7914968920733704,0.9712273274943845,0.9905762134440768,1,6,73.15971506652131,0
AWS,Fatima Hassan,IoT Development,2021-07-15,2024-05-15,75909ef68290dea3ff3057f62b3cb4221ab29da0f0ae6bcb4f5f83234dd7483a,0.8378087628908639,1630,0.8458469985606296,0.9288383499096964,0.899756221544902,1,5,6.283951110818318,0
QuickCert Ltd,Arun Chen,Data Engineering,2021-03-03,2021-05-03,290bbc5f917185,0.2718,1764,0.1352,0.9447,0.0649,0,0,156.62,1
AWS,Arun Santos,Full Stack Development,2025-12-17,2027-05-02,ade46b552c57aecf399ba0b561b87f4fd5a2dad058b795e60b796109a93603b3,0.7824405710791399,14,0.7310762637582151,1.0,0.5772843232952708,1,7,85.58443296523379,0
ETH Zurich,Robert Wang,Robotics Engineering,2021-05-31,2023-12-30,7240ea0830b1e15fcae6576235adf059117f73481aa83e3f50508b75aed256d4,0.8432021177592564,1675,0.8045630195730588,0.9060902365988542,0.9299352731068528,1,7,2.378887120219133,0
Yale University,Ana Harris,Agile Methodology,2024-07-22,2026-09-29,a96cae0eaaa663bff7c66ade75862ac6820699bc89a608e927d3fa3aec091c48,0.9381672067572219,527,0.9535148934254958,0.8142716186329076,,1,4,40.46597477352003,0
IBM,Carlos Miller,UI/UX Design,2022-07-13,2023-11-12,0caec4c4dc7d0e5bc595088a8e0d8a61b81524efeb6ba3596e1f7bcc8e010253,0.8940910095347477,1267,0.780549033152636,0.7950753206064275,0.9384524266458035,1,7,3.094478360051388,0
CertForge Academy,Robert Brown,Quantum Computing Basics,2021-11-02,2025-09-10,a39fea2ae82112f2484a379e46b04db47b04a53ea8b7f9165b49dd25a350ab49,0.2933,1520,0.2325,0.6812,0.1236,0,0,26.91,1
University of Toronto,Richard Jackson,Machine Learning Fundamentals,2021-11-09,2025-11-21,241bc40f32418a851d9b4bcdb21623ba185ad3f32f1d35e65491c789ff5126c0,0.0884,1513,0.2314,0.5271,0.095,0,3,2.89,1
DiplomaMill Online,Jennifer Smith,UI/UX Design,2021-04-26,2024-06-09,d7ed8585,0.0234,1710,0.0576,1.0,0.0361,0,0,53.85,1
AWS,Jennifer Jones,Digital Marketing,2023-07-12,2027-01-31,ddce0942676b2539f272294a5bd073409360e2ecfc52a84c29e6e58218ff18bf,0.5507166558012461,903,0.8609823187060444,0.9892856148522879,0.7743367879690636,1,9,48.543820725273186,0
Harvard University,Jennifer Santos,Database Administration,2021-02-09,2024-04-03,73558cffbe0a9681acc5fa01f137fbb429fb103658bb39432c2cd13125d20579,0.0197,1786,0.7014,0.5754,0.1787,0,2,206.23,1
Johns Hopkins University,Ana Martinez,Full Stack Development,2025-09-01,2029-02-01,49547c891fe3c10ff43ccef0ca7ac6c779b1630a159b537610ae66edd50888fd,0.8378508114642789,121,0.6625978225983525,0.9319161101699035,0.9289260924577627,1,7,0.47731793333216815,0
PMI,Wei Dubois,UI/UX Design,2022-07-08,2025-01-28,5975bfa91195495121d681eeae58d86e5b55e00db363c15823a8f1d34b77d895,0.5945744975749251,1272,0.7626246612954294,0.9093200867662579,0.6501414496259877,1,3,43.230515545052896,0
Yale University,Richard Wang,Full Stack Development,2024-10-25,2027-10-16,5ed8fceb5dcaca0ce6619f7a6df938d32a362c17de95b646a8e339abce2886ca,0.9677321664219174,432,0.8984741131680157,0.9561962319718355,0.9456816221527425,1,4,8.54056232730616,0
IBM,Thomas Jackson,UI/UX Design,2020-06-16,2025-02-12,6b84a0554cd291086fb7ef6ff7dcf847deeabd7bddc5e18e508bf0d365bdc54d,0.828331023993987,2024,0.9666972447969805,0.8831624076898421,0.9186831364344096,1,5,24.502996329821556,0
IIT Delhi,Ana White,Robotics Engineering,2022-03-10,2025-07-07,99fcda5e3e82327c75e25881efdac4b9a9ff3863499d493423e44b9c6757363e,0.7525322592542681,1392,0.7927924053447711,0.9035809889811321,0.6499546202225787,1,3,44.12737368903124,0
Adobe,Karen Thomas,Computer Vision,2023-01-08,2024-08-04,ef9a25f3856ef29b90ad46c22f909afcd8a217ca52f6c9d04bf3a29aebbc0e70,0.8481946775294245,1088,0.7386330054215001,0.8907028426339774,0.9643340194399175,1,5,14.6134113537287,0
ETH Zurich,Carlos Davis,Digital Marketing,2023-09-05,2025-08-09,dcf9b6719a1e475bc7acc50b817a345eb741c7ecf23da575217afb11beacdcad,0.8046266560670626,848,0.9233064877132003,0.9139419232762857,0.8907274880664185,1,7,1.9993922561770066,0
University of Toronto,Sophie Martinez,Natural Language Processing,2022-03-07,2025-12-02,df3ce94acf0d849b97044a9f51cd8aef283e7efbf8f44aebcf3bd8235a65cba6,0.8812056903366448,1395,0.7851361975129562,0.902196087054227,0.7214190992603369,1,4,13.179758824081285,0
CompTIA,Fatima Hassan,Blockchain Development,2025-07-20,2027-10-07,ae6c76cb27a2d0d391efad707da1428e00ab79e8cccd19ff7a867c921c75e51c,0.9161868055794352,164,0.8074872667259019,0.8829381339508121,0.6774168617602082,1,6,68.80454646301249,0
Salesforce,John Chen,Full Stack Development,2025-02-01,2028-10-08,990fde9e67e186180dbc6358d3e544c29e0c12a3622a01d3230bf85bb4e81479,0.9818477986879178,333,0.8613897467834087,1.0,0.8954709493676647,1,5,38.26758389939313,0
CompTIA,Linda Martinez,Digital Marketing,2021-10-31,2025-07-20,4d127ae1dae22d782d60b9603e4a0111647eaadc57fc214adca0dc7047d98f38,0.7429020076850943,1522,0.8894499061475083,0.9279747531495298,0.866428955846388,1,3,59.00157960554385,0
Yale University,Sophie Brown,AI & Deep Learning,2025-12-02,2027-04-13,95b03f38b11ee42906c72d438f93c08f1f1e997878692e6de6fa314fc0c79ed7,0.9361449466568225,29,0.5573636416766304,0.9693001674636296,0.7928891702203856,1,6,176.29954737241346,0
IBM,David Santos,Cybersecurity Analyst,2022-06-15,2024-01-22,56402eb9b2cd6a218c1961660c0b24ddf8c2ddf576b7ccf3fba72665662f3a80,0.8386587849195335,1295,0.9592924348934416,0.9321345458901023,0.8050600802368721,1,5,6.488172968734693,0
IBM,Fatima Patel,Agile Methodology,2020-11-01,2024-03-19,253fb546858327ce52effcae7784e03122afa91253f0f6741954c64f26b2a53b,0.8638103606678896,1886,0.8601929380082315,0.950249743612738,0.7929771913951823,1,7,26.54794496305633,0
TU Munich,Joseph Ali,Cybersecurity Analyst,2023-07-12,2027-08-20,29fdd8f6719f9d4886cc13bcbcb7be7a93c0ca77bb99af10033f5d543e85feee,0.6222234976341375,903,0.6754266354872174,0.9635326704151733,0.8282470162859963,1,8,56.91633525868017,0
edX,Robert Martin,Natural Language Processing,2020-12-05,2023-09-29,727634a589d42c1d768d052f84e50d7c0cf40e1a69268fbe27b62858185fb3dd,0.9184996030647185,1852,0.748015915605168,0.9452830519395351,0.960937106885277,1,6,91.93242716161096,0
PMI,Michael Ali,Software Testing,2024-08-01,2028-09-14,3df5b47c2f08d400bda15915cf1641bed8e8645bda34b9e8b45a5b35d6792995,0.8478216401731982,517,0.6666093661003153,0.9174788351880555,,1,6,1.0223332873338737,0
NUS Singapore,Mary Kim,Agile Methodology,2020-12-28,2023-07-06,7e05bb5d1dbe63b4909d4dea6a72309ec343de451b5f24254e8489dd67f8f964,0.680294203143202,1829,0.7568826914942456,0.8604546517711863,0.9315473286368213,1,8,2.5172817591312073,0
Columbia University,Fatima Martin,Full Stack Development,2021-02-03,2025-10-14,9b8c4d1b918b25258b9c323b28b6201aa1a669429764e99b4c61fc286312bf68,0.9435166353400148,1792,0.7504313783267597,0.8438361127894554,0.8412323279635797,1,4,34.27237669333873,0
ETH Zurich,Linda Davis,Cybersecurity Analyst,2024-08-08,2027-01-16,8adfe174faa78e4bb4cee862f78ef681b8d781a8f9a889ef5d4092a3be575b2d,0.7485475662648262,510,0.5717497173063172,0.9264038158826357,0.9489927349108456,1,9,32.988641664871594,0
CompTIA,Fatima Thompson,Quantum Computing Basics,2020-06-05,2023-02-08,82cf4d537fbd17705aba4526f843f229fc6fdebc06471e28057c21bfd3fb1358,0.9122235086580207,2035,,0.9852081817229352,0.767428271504932,1,4,48.95887071515556,0
TU Munich,Priya Ali,Data Science Professional,2023-08-31,2028-04-23,0320bc02b1d3320d2da83d6c20bd3ff9908ddd8b551b500fe7dd0685fc89294e,0.8508801223979645,853,0.5861218097657508,0.9959674997001243,0.8534546992375618,1,6,157.99437826317939,0
ETH Zurich,David Hassan,Network Engineering,2024-12-03,2026-02-01,78a31ae06e8186efec70be25cb833000344f85295a001210ae2a53287e563172,0.6016365061171349,393,0.6740602146858401,1.0,,1,6,7.764146733343273,0
Coursera,Jessica Kumar,Business Analytics,2023-05-12,2027-10-14,18ab4cadc670ae848f81e7f58f6dff029f861f4370e320570dc3f1e354a8dcdf,0.7999546176841454,964,0.963661719630849,0.8999220990774027,0.7854910435212619,0,9,17.186526327630364,0
Johns Hopkins University,Elizabeth Kumar,Big Data Analytics,2020-12-29,2022-09-07,73dc3fa1deea0fc451b0dd93d04b473d5777e7c663617bff51ad70e8db500d01,0.5577668976101982,1828,0.7273178237724086,0.9273117639511181,0.9027527116456184,1,6,14.07453046299303,0
Coursera,Susan Williams,Robotics Engineering,2022-09-13,2027-07-18,fa87451e32823e63d4c6d98e7e9fcd7227bf7cc856560e34c93e485f56313fc1,0.6832938873453217,1205,0.729853223667304,0.9579683567300222,0.8336982225126592,1,10,33.114539773195986,0
University of Oxford,Carlos Tanaka,Data Science Professional,2021-09-05,2026-06-02,44ba101dc1ca642de6315fea74215ac11bf29989df877f0da786fa56a91f0922,0.8661059665243921,1578,0.5980123430911577,0.9221057265758068,0.8547132004763699,1,6,4.742388979224376,0
Adobe,Patricia Santos,Data Science Professional,2023-11-24,2028-01-01,235e0f1f9b567646686d92de5ee6505436d924e054be5a904d0ec0f27d882619,0.8783171339853243,768,0.8521326378230601,1.0,0.926487465914176,1,7,50.231954397555,0
TU Munich,Barbara Tanaka,DevOps Engineering,2022-12-07,2027-04-15,8b25c73038054393df3337af9e7d3ce8974714d0aca4855536ed8c89c50a0fb6,0.7733999679104582,1120,0.8457644582635659,0.9377346557913447,0.8811141209349868,1,6,72.80267246451824,0
CompTIA,Michael Jackson,Big Data Analytics,2022-10-13,2026-10-18,ffeeb409f11c2949850b2c8e7e80b6194b30359f5ff810dfd57d4ec83ebabd41,0.991692839225695,1175,0.6976077952889044,0.8621727695934063,0.9540875650439057,0,7,14.174998624541349,0
IBM,Wei Rodriguez,Blockchain Development,2025-05-05,2029-04-05,a3a97b74a608fd25270d99568874238f8f889a9af4065f5068c51559ef0c73e0,0.6820257636577491,240,0.7125226615943516,0.9697948411441206,0.9495133569142163,1,7,8.05237041048198,0
CertForge Academy,Christopher Patel,Project Management Professional,2022-02-13,2022-05-21,db1d10e7,0.0935,1417,0.314,0.5148,0.0925,0,0,27.08,1
Google,Elizabeth Thomas,Full Stack Development,2022-08-31,2027-03-16,a7f9222832ff6d5edde800f0a73e043c5fb886910f260873368cb7079c91e806,0.8786319027817351,1218,0.987326069040559,0.9345190101754743,,1,4,48.24324629912173,0
Microsoft,Jessica Kim,Quantum Computing Basics,2021-10-11,2022-12-07,26169f91709acca5ea300300c497f6ca0a43119d1ec839644d15ce69a3076734,0.6756579375241714,1542,0.7191768971965264,0.9240716269962104,0.9622500252592513,1,4,5.8593199251476875,0
IIT Delhi,Joseph Chen,IoT Development,2025-03-21,2029-01-04,1b720b8206073f599de094183e909cf663260deb8905161d95dc0639777eb3bf,0.7184525227178143,285,0.9054066780530685,0.9064263517432587,0.7541568874313693,1,8,103.65795798124698,0
Cambridge University,Michael Wang,Network Engineering,2025-08-01,2027-12-28,8dded340070bcbaeb6b24f3a258c10fb78b313ed89f31bd5dc6e34f4734eaa06,0.7661081110083988,152,0.797760290687462,0.837385177494573,0.9467200393626459,1,4,26.368562538873153,0
Coursera,Linda Martinez,Natural Language Processing,2021-08-15,2025-12-13,e97015fa4477d1a40a50e76cec057ca33a528a3b92f148b4f3960017122c6298,0.7439935900548499,1599,0.9322696547992724,0.9537281988999897,,1,11,42.48547502745866,0
Yale University,Karen Thompson,Data Engineering,2024-09-06,2027-07-01,847ecfd6345c9348081042d036a98f3eeb8438aec73aaf2366185860ef48a019,0.8599414253945395,481,0.5262225747132292,1.0,0.8947191909811514,1,5,105.10586812437379,0
CompTIA,Wei Patel,Business Analytics,2023-05-04,2025-04-22,10d533c58c815c3f0b7ee983cf4b199f82efe5031420e13bc8f41ad4889f68da,0.9602767731354809,972,0.8652276108814232,0.8724827733904464,0.982338206749354,1,5,60.338316099693756,0
Adobe,Pierre Martinez,Machine Learning Fundamentals,2025-04-29,2028-08-14,40b07ee079b1ccac5efa68445d0d5002833e19bcc970d6548b3fe943f53f2285,0.8047992567090437,246,,0.8733835279457449,0.9486932706609652,1,5,18.015467183532508,0
Microsoft,Carlos Miller,Software Testing,2022-02-23,2024-10-31,324e1c4afc26e8423d7f65b2c8e97c62eaa4fbc642ae77344bf0b3c7005df6ad,0.8875215997056116,1407,0.91669507373996,0.8831219052915333,0.8048914310066698,1,4,2.6230389158614544,0
Columbia University,Linda Harris,DevOps Engineering,2022-08-29,2023-12-09,c2de8475f91e3c2ffb19b4873976975abdd18f4fdf541b7f0a7d055e1f5729ee,0.0597,1220,0.248,0.5184,0.1429,0,2,124.0,1
Harvard University,Patricia Harris,Machine Learning Fundamentals,2024-07-27,2027-07-11,5af6575369333223ee6d8fafe54404258f8d764af41b0486c4e8eb18793d583a,0.9077560190820527,522,0.843456586916465,0.9568579066098515,0.765549471901311,1,4,69.00322914786416,0
ETH Zurich,Wei Tanaka,Big Data Analytics,2025-04-08,2028-10-13,791bb13c259c9944e60ac5c4dcab7c13a3afc0fd0a8d2a69efeba66ecaf4637f,0.8980781190454925,267,0.8971957426338282,0.8992403459638727,0.9711890956256609,1,10,4.079917380561064,0
PMI,Jessica Smith,Mobile App Development,2025-02-05,2028-05-30,9a05aae39bcadfc36b4f2bca2b6a5568a36e7cdb0019cae48c88f667ae669a24,0.8372949785018127,329,0.5416622372815152,0.918468033221256,0.8240350431254162,1,5,46.147447156991426,0
TU Munich,Ana Santos,Digital Marketing,2025-09-15,2028-05-07,1f59c781220154d6646ad7301a4b45832c73aea60fba2872784e132105189feb,0.7489056956154028,107,0.8453417036890672,0.8076422813905749,0.8751003453865887,1,8,35.31723029487982,0
Harvard University,Carlos Rossi,Network Engineering,2021-03-25,2023-05-30,4b9b40c080105f6e49e475cdf075edce419963f6476cd06d5a9af1df9a6b56e0,0.6507699630823975,1742,0.8715710000774818,0.929338849658385,0.9483566429091722,1,8,54.06425810334973,0
Cisco,Pierre Rodriguez,UI/UX Design,2025-10-27,2029-12-06,afcd230a0233ad284f287c681f20ee134206e2973c7d34bf3706831dcb7c3255,0.9341977256209631,65,0.991039795915381,0.8523607980093824,0.9019896322220261,1,5,48.46389230918083,0
NUS Singapore,Patricia Rossi,Cybersecurity Analyst,2025-01-25,2028-04-16,44dc588a4d03f3cf5111a10d66037cdcd43417e511ce947a466b9c328ee4e7e4,0.8405452416118301,340,0.7688193553095999,0.904072613748407,0.9595970772495301,0,7,70.14552136260767,0
Cisco,Mohammed Rodriguez,Big Data Analytics,2022-03-10,2026-08-27,4b12d753885db0a15d3073e5925823a9c3d8729186e57da05fd0928ebc53b5cd,0.6156696653322318,1392,0.9179283172406336,0.9432253355047971,0.8896770222424611,1,7,85.71245568997789,0
Cambridge University,Jessica Santos,Computer Vision,2024-09-09,2028-11-14,5c0854a5cc87989ad97d03fa46a9f00f86cc29d9b463ed7045e8ac5b5d4e82ef,0.946291680419541,478,0.7750262886989454,0.8419799138739459,0.9132644770727752,1,11,25.76647698531889,0
IBM,William Williams,AI & Deep Learning,2020-10-20,2022-03-06,113a516c908443c70d949597f8b224a92d1fb448b777737e6be7f9bf6831c827,0.7342705115099122,1898,0.8502380238441339,0.9299064639517942,0.9018003315429243,1,7,38.62999560237442,0
Adobe,Yuki Patel,Natural Language Processing,2020-05-24,2025-02-27,cb6d84f424e3c5ab4b01f2d93b8696762a348a0f40b0d477c8cb7366fc0199fa,0.9146539642581892,2047,0.7798020012473605,0.9518674759366277,,1,5,1.6519958989382435,0
University of Toronto,John Ali,Business Analytics,2020-07-18,2024-11-10,e41545e0e9a426cfd36d03876d29c288f309689ea45b7c16c8970cbd3ec8fda4,0.610120327836706,1992,0.9576792717150958,0.9233316162951204,0.970279066793846,1,6,58.760593210420204,0
NUS Singapore,William Martinez,Robotics Engineering,2020-04-18,2023-12-11,450cb5801886673f89f7059330a114675ec804eed103e9c62054aa8d42b69399,0.8953055351762785,2083,0.8520963724352034,0.9315898354762315,0.9142080210318649,1,6,67.46148665241974,0
Yale University,Mary Wang,Mobile App Development,2025-09-15,2027-12-15,13b819e8753d3f099d2bbf674fcd46fc0f895f6090efbf61aaed67da8e291606,0.8216561479223149,107,0.8882042820261656,0.9144702375487544,0.9505376818611456,1,6,1.7178645183871792,0
CompTIA,Sarah Tanaka,Natural Language Processing,2024-06-04,2025-08-10,2135f4cfe93236f84c9e1b8e36f92aa5bd7990b47176bd83b274c0263b5b651f,0.8394201501665439,575,0.6875862955564879,0.9211866867232817,0.9292147563259524,1,7,62.40121693551195,0
FakeUniversity123,David Davis,DevOps Engineering,2026-08-11,2031-07-10,b3ffb438b1298b5df0fc3388b8bf346d0b094788513632990db212e286a3bdd4,0.2033,-223,0.0192,0.6941,0.1667,0,0,18.87,1
NUS Singapore,Barbara Brown,Project Management Professional,2023-04-05,2027-08-19,8c6e0b14f2431d84ffbfa363e95b12e3d66bdb1edcf924f937b2f22778a4820a,0.6494858384715012,1001,0.733524490036575,0.9440196813743105,0.9162003799567343,1,6,7.4455177765275895,0
IBM,Carlos Kim,Robotics Engineering,2021-08-22,2022-11-18,367d7eda173202000a05f241b07a9a802ecfba5a4a373c5792a7e90a08d84d64,0.7041182369637446,1592,0.5925374833808216,0.9001754761993697,0.9874756054774274,1,2,23.610736647027135,0
IBM,Sophie Wang,UI/UX Design,2022-11-06,2026-03-03,5ffd2232bba104fd6e0054883d0f0e692a9b435d9eaf234355ad364f4bedfbfd,0.7555482996701993,1151,0.8222613144967055,0.9335544491498691,0.9957748958408329,1,6,11.494778695359011,0
Cambridge University,Sophie Chen,Project Management Professional,2024-03-27,2026-04-10,f37aa1629c3fc7616db379077b7e968e0b883a47588cd19b5f9e3155b70e5d42,0.8724587861646048,644,0.6730937025378486,0.896669551665798,0.8167805575317886,0,8,16.314013299903962,0
Harvard University,Patricia Williams,Data Science Professional,2021-06-07,2025-05-16,0930ee6480ce49107590ff1c926f54809e2efa4f3d2e0b7a80b1300816bb63d1,0.44008029051427155,1668,0.7933770324119821,0.8248500269241794,0.9143298818001304,1,6,1.8571626802496013,0
Cambridge University,Joseph Williams,Agile Methodology,2024-06-22,2027-04-15,cbc64eaa397e72b71b5f6d1949b73c131c2c69883a5245a16dff1a3fac7b08d3,0.9853958403849724,557,0.873106448592992,0.964671907280204,0.9150446098431874,1,6,7.467145549429607,0
Harvard University,Patricia Rossi,DevOps Engineering,2025-05-26,2027-05-15,9550db93af6316b712e1c229d87f9e52563fc453d130a67623ac1b1ab979cc48,0.8860781524751689,219,0.8474920959443756,0.9169994637833107,0.8165262435856986,1,4,32.043283837228735,0
Coursera,Barbara Kumar,Agile Methodology,2024-12-18,2028-08-26,a4962ca04bdebd1d1742b07776e25f069ce3f22047688374d61493d65ee7ad4a,0.7679338941650661,378,0.7390343701952813,0.978382876508942,0.8120396613585857,1,3,8.407953581176919,0
AWS,Fatima Thompson,Digital Marketing,2023-06-02,2026-05-23,377c8f2f796647d578d2e239c246e5cff1b7c78ed2ee2e64326e3f7944acb973,0.8987032790714982,943,0.9835404279907134,0.9697516781407998,0.9048894458799873,1,5,17.843092538673382,0
edX,Barbara Johnson,AI & Deep Learning,2021-02-08,2023-06-28,09e6c88e252bf12b43d4463cb8a8fc09d4faf09919abd975de768f597a907798,0.947880845651593,1787,0.5079946658477611,0.8957648062451581,0.7068863400711268,1,6,28.29046716171723,0
IBM,Sophie Ali,Full Stack Development,2020-01-15,2023-10-24,8fd85e6d868e8ca3d5b252f53658930bdf0a62a791dff9e292d0adc8ae3e502a,0.635798416939959,2177,0.9158499016796513,0.9616510201327758,0.7746747843593844,1,7,27.409511728539737,0
Yale University,Mohammed Jackson,IoT Development,2025-04-04,2027-06-11,7c502ef9a582024e82a1a2978294fe992189a77e4c3b82a6a6c011019d543e2e,0.6986873812577151,271,0.6294485086375766,0.8536097393542764,0.6065439864360934,1,7,1.0195248021777301,0
Oracle,Wei Anderson,AI & Deep Learning,2025-10-03,2026-11-27,0314d9684c8532b88106dee349b1386a9df71f2ee45f847398e0cd545ea34c8d,0.7436284574642318,89,0.7519547675918778,1.0,0.8213549497892602,1,4,67.77426299672844,0
Cambridge University,Mary Williams,Business Analytics,2020-06-28,2023-12-15,f108967225b9cba72a353cbb17ab2bc30308c8a86b070a94f137fae731db75bf,0.7056794590938523,2012,0.9148153213760197,0.8585717945063306,0.9046970489280853,1,5,0.8233721468048076,0
Cambridge University,Michael Mueller,Data Engineering,2023-02-16,2026-04-22,86f2f030218075027ef7155594a6b0ac7db7ba3ea395d2e870bb0c3dd5b86b78,0.5077736914027611,1049,0.9229722917986845,0.8518174403212825,0.9499128461807393,1,9,1.7189180908529536,0
Stanford University,James Ali,Business Analytics,2020-09-08,2024-06-21,f62c6d57c41cbd0d57fbd0e50fc60c8e456563191f8f9285647bfa4d81a5aaff,0.7186133199692094,1940,0.8924221906865595,0.9384136542263942,0.6820758978335291,1,7,48.992574243869974,0
University of Toronto,Elizabeth Thomas,Network Engineering,2025-12-07,2027-09-05,755aa7ffd7a9d4fac908235c802f63e9654643587864d4bad7d7e9ecddfaebb8,0.6069800363902382,24,0.8225198378499151,0.9212317776104975,0.7422609925508996,1,7,9.751916010372828,0
Microsoft,Karen Ali,Software Testing,2022-05-08,2023-06-20,6e6d38766485988f47c800ce3552fc7ebc5ee8b7ea045bebf4084900c60ee666,0.8672873833267676,1333,0.8250467866284948,0.8866996553923268,0.8490860190304497,1,4,0.1342279013417051,0
NUS Singapore,Arun Ali,Data Science Professional,2023-06-13,2027-02-15,be33366494f51de4637512e717f42715bb0918c5e8bd9c766ed62714f59de1bc,0.5100493318940115,932,0.7954256254101129,0.9511980326783827,0.8170502651253724,1,6,12.217479246907107,0
Cambridge University,Robert Jones,Computer Vision,2020-01-29,2022-02-22,74d85cb5a3b33206642706fac4aa6bb5e3114d1383193d8872003321be80e0f2,0.7635086010655932,2163,0.7207923131971068,0.9289534913213489,0.763581981706966,1,6,6.350166631246371,0
Yale University,James Martinez,Blockchain Development,2022-05-21,2024-04-02,beafcbb0351aa1f855ba975bccc44651d211850f8b01e2b4761154ef1965f24e,0.7213076450275134,1320,0.9439237481299593,0.8984496603668146,0.9581523147558081,1,6,5.54006821876256,0
Columbia University,Ana Johnson,Quantum Computing Basics,2020-02-22,2022-06-30,257dc133053ca111f514f52e1df1188c83b62c24ebc474a7e61859ca9e58b906,0.8535853456445653,2139,0.9489403971026712,0.8534737139298763,0.8704080120084482,1,4,1.42710439482431,0
Adobe,Yuki Martinez,Network Engineering,2025-08-24,2030-06-18,89095c3479edc38e64c36e7df4c6f448a985a3b408b26345f86c71e6ae210f1d,0.8213538693253357,129,0.9922529801491025,0.9610994437807604,0.9241512068111862,1,5,25.127983789053847,0
NUS Singapore,Fatima Ali,Agile Methodology,2020-09-29,2025-08-02,42565287600affb55023ea9c449bfe2ac852ae2aed0a59fe997173a74d03c578,0.9506632138574985,1919,0.9745454542706137,0.8931784531017826,0.9151171436466404,1,8,2.682542271971221,0
PMI,Mary Jackson,Software Testing,2022-06-06,2025-10-09,6648f621e7c5ec1816847522216d2284a9d5e4edbdf6c70f8859510c81dabd55,0.869727323650429,1304,0.7838181519389732,0.9139001920382693,0.7937570190321833,1,7,118.1792622011159,0
Salesforce,Michael Brown,Computer Vision,2020-09-28,2023-06-26,8869d89b5d4dd12d080a9c2540f76f46c97d9d6b06248e238ea6fc6097b1cdad,0.8745601320492853,1920,0.9428038939341896,0.8435299575031538,0.9223638528363259,1,6,39.562703874136645,0
IBM,Christopher Martinez,Data Engineering,2025-01-29,2029-11-19,f9b7804f372833154e521cd48d39ae6a12dd75f2d2d13b4111bc32ee1c4623aa,0.6224044841205791,336,0.5989261171345689,0.9410537356665433,0.8983685235871525,1,6,8.816922619191216,0
Johns Hopkins University,Joseph Kim,Data Science Professional,2025-10-04,2027-04-04,9ba7b4bc9d2fc26382df690a1d787ca6ed7e947c90daefea8dcf64974e994cb8,0.6478649432862177,88,0.7179173143602933,0.9329787998452147,0.8870857668871269,1,6,9.040834337972342,0
Cisco,Yuki Thompson,Business Analytics,2025-10-02,2026-10-09,89ef3f55e503b971505024759bee353f92730f770cd540cd00f66e0d9797854d,0.9518382662882497,90,,0.9921524018511146,0.9871077231215225,1,6,35.515707653647084,0
Cambridge University,Elizabeth Garcia,Network Engineering,2022-12-08,2026-09-16,8164e10e64b7abfdddda7aaf78f43a41d6f56bdd70433e59a8935f9b847e803b,0.7238785855699208,1119,0.8069330702131504,0.814884730432753,0.9273812808079791,1,6,55.84224324491248,0
Columbia University,Carlos Mueller,Computer Vision,2022-03-12,2024-01-28,39f2ee96d065d48f45631c1b8b72e231850849c71320c69b2a69d5d355ce324d,0.9493042842688868,1390,0.7500502430229322,0.8439304314735118,0.8598722918989261,1,9,121.88202723968487,0
Johns Hopkins University,Fatima Kumar,IoT Development,2021-01-21,2022-09-02,b6dbac29f4bf238b0857b2d084afa74a7e1d169345ae3c09fc2f7091c260f3fd,0.5632157202822953,1805,0.8490736115971953,0.9249033118973771,0.8157548055117183,1,5,1.2780214087783779,0
University of Oxford,Sophie Thompson,Data Engineering,2022-09-06,2026-08-11,11fd457e9055f3bf686db9631bc4e03871d9f5d98f0c939669bbb67888bc26ee,0.9699591111761108,1212,0.707357817302717,0.9391267008527238,0.9479209524966358,1,6,21.059696839012602,0
Yale University,Sophie Santos,IoT Development,2024-09-03,2025-10-31,1227587b719852f76d712863ee6fc6dc1d7cebc8651caa06595b41fc73e23585,0.8312371480674725,484,0.9569131693808847,0.9183287096420159,0.7291024286199268,1,6,2.78626682376689,0
IBM,Sophie Patel,Data Engineering,2021-11-07,2025-08-19,9ba397b8d336e593d318bdc5e8ca292dfa88928be20453283fdbbd0be108acca,0.8282437173728423,1515,0.8465953559722267,0.8263340324611264,0.8343449184190155,1,10,19.551544719049375,0
University of Toronto,Mary Rodriguez,Quantum Computing Basics,2025-06-13,2027-10-10,f96894e98c8b14fe089f47b484e90b22cbfb381c88310299083a4212560772e0,0.8641252876674635,201,0.7822541706198322,0.9164392348260632,0.89864014306452,1,6,34.83307943747428,0
IBM,Thomas Williams,Database Administration,2021-06-10,2023-06-23,37abb493709c6261acefb1a8ff5d283cc5296d5f872bbf6a694c18fc7a674a7a,0.9499654140649937,1665,0.7954377033556504,0.8971695002187583,0.866557926373361,1,7,52.498222174795416,0
Salesforce,Fatima Santos,Machine Learning Fundamentals,2020-07-18,2021-08-24,e924641df9a1b238af8bed9d93719d730f29d338d3161d772c21ccc4c0da005c,0.9873153041137109,1992,0.6390808050859923,0.8824801073831047,0.9765047885899493,1,7,62.460889807358654,0
Cambridge University,Mohammed Taylor,Cloud Architecture,2021-07-14,2025-09-29,ff171b32af999757337e83015ce5f33cf28adb62ec3293e6b2c5e89ecce62708,0.9085514164037936,1631,0.4481975641897152,0.8343888531294011,0.989818702428576,1,7,15.73442825795526,0
Microsoft,James Mueller,Database Administration,2024-01-23,2025-08-26,4c6d5ede42be0e1276062aec7d0bb59b9a61dc77f5d828c4844d4c2c7b146f21,0.917676027821575,708,0.7751437135293325,0.9208434296124153,0.8711353949605788,1,5,20.807118588785244,0
Columbia University,David Miller,Cybersecurity Analyst,2021-08-03,2024-01-29,5bbe0df3e657af3ee1476aab11af4e1cfd40c3912561aec5343d7534ddd948c7,0.9645095375632158,1611,0.8004802355020542,0.8859228710431382,0.7761552276027486,1,8,36.185849857949236,0
CompTIA,Joseph Tanaka,Cloud Architecture,2021-11-17,2025-08-27,b7be6f10e04c373ae379e496011adea5956f46d43d76180679cf5c815947ab53,0.8558075299659225,1505,0.7252173527948317,0.9135124122087689,0.9030611155143492,1,8,84.19404453934665,0
edX,David Miller,Quantum Computing Basics,2022-04-24,2023-12-27,d03288acc9849a0b30a981aa83387e40fcd728bbc25c4804603862622ad4c0f2,0.8035546339590631,1347,0.7131782546372718,0.853186605426305,0.8096488304297501,1,8,9.400616197644865,0
Cambridge University,Wei Johnson,Database Administration,2020-11-13,2022-04-18,00ed050bccc68f6de5652dd87c1aa334854531fc92459d6a589da46439b08935,0.9573683892642062,1874,0.785489859422133,0.9129436216816588,0.8713626779971003,1,4,61.1729097029437,0
edX,Sophie Thomas,Network Engineering,2021-11-25,2026-06-23,dcf03c1543817f631764a14ad3941ac5f51507f561b2b220cb640b7829f1356e,0.9638829718036925,1497,0.9000922752994128,0.8617965704344178,0.9503539477981101,1,7,2.644200962049417,0
Stanford University,Mary Garcia,AI & Deep Learning,2021-04-04,2025-04-17,ba65012627111d189c992f5cedbd3b0469c54455f20266501c7764a65104b4d1,0.9127729728617134,1732,0.6622566573585019,0.9211485977567357,0.6835851223192712,1,9,15.019251363571412,0
Harvard University,Sarah Jones,Full Stack Development,2024-02-25,2025-09-01,78926d05b6dac93f422c6b93a79bad5d47590bea18828864746a3f515c1531df,0.7221911647502985,675,0.7906079993209267,1.0,0.8397553678418098,1,6,18.65374799967896,0
IIT Delhi,Richard Miller,DevOps Engineering,2025-11-26,2029-01-22,07da3417818db49ab347bf3d28e59f13f56423d7b05cd1e99211d9f4c39c3dca,0.48487222299326344,35,0.7625488571511084,0.9068941144793763,0.9795067231210941,1,8,48.92810036925479,0
CertForge Academy,William Rossi,Big Data Analytics,2024-05-09,2025-03-15,bf19eb8a7c8b43f927823fd80ecab2f35fd9698e21741bf0515771f2a93695d1,0.2214,601,0.3925,0.7685,0.1554,0,0,15.73,1
Microsoft,Mary Brown,Quantum Computing Basics,2021-04-26,2022-05-31,7f5b0be9a331ee14327ef8cb4af77849d2d3a5ee6876473929d03e63ce9de943,0.9219608358753393,1710,0.7686927141609506,0.9983557430047809,0.6172338558042226,1,3,17.432723083913956,0
University of Toronto,John Miller,Machine Learning Fundamentals,2025-08-03,2030-01-17,67b63e754eae3467ca1439fd8ef63ed6a651be31cadc761c342aa8fce5781b4c,0.7911739787380166,150,0.8792409697034619,0.9435619520333215,0.7871144803844872,1,10,8.601985835091863,0
Harvard University,William Patel,Computer Vision,2025-07-11,2027-11-15,ba15d977edb57527aa11512d912580b11a038d980b64d6a0175bb7d56095902d,0.7915831004612176,173,0.9621293258420012,0.8770076359791531,0.7196122362733206,1,13,110.13523312792033,0
Johns Hopkins University,Barbara Thomas,Data Science Professional,2022-04-14,2025-08-17,4eae6587f0b3af0117c7c52516b7f8c54d6c11e5332b83eb15cf3cec7dcfa051,0.8452120556730729,1357,0.8003178058639714,0.9251722537915043,0.8450817861146576,1,6,28.36199001327196,0
Harvard University,Sarah Johnson,Robotics Engineering,2024-02-07,2028-05-19,42e04559873ce3ef91e21d789fb97145bdbf4faf1e40244bb88bb4795ad6bc88,0.8417020867646184,693,0.829238368055977,0.9296111378545271,0.9440643219148226,1,6,44.566092922518315,0
IBM,Patricia Tanaka,IoT Development,2025-12-12,2027-10-11,adc40592ed56ffdb030a24fdb99a0874e0d2918b4127cb5eebf7855f17fea275,0.9495814725839619,19,0.9059270015946349,0.8929833409387906,0.7170748930543223,1,6,52.37171532364026,0
IIT Delhi,John Ali,Blockchain Development,2025-07-30,2029-08-28,cb8b32fd2a82a981446d5c9d47073dd93fa61893fb865820e6ee10c72f6252a2,0.7076008361822854,154,0.47356877486077376,0.9504185832180698,0.9004228292207039,1,8,128.60502046681128,0
University of Oxford,Richard Garcia,Software Testing,2026-09-10,2028-06-14,4a4db0fe3bdaee180f754b510feeee020532a8619a2699cbb48ca54913c00702,0.136,-253,0.4016,0.5191,0.2928,0,1,104.5,1
FakeUniversity123,Carlos Ali,UI/UX Design,2024-01-03,2026-08-28,45bc15f6830c4e5caa057c47155b972fd8f682e8a0d56d2946b66da41cf59355,0.0897,728,0.6691,0.8621,0.3627,0,0,76.48,1
MIT,Pierre Williams,Robotics Engineering,2025-01-30,2029-10-11,da2e1bfc290485db1806eb62cb670b32e5f9005c7db805023f2fbb408fd508a6,0.7784791513616173,335,0.8587105221045261,1.0,0.689440378700744,1,3,78.13647716446602,0
Cambridge University,Jennifer Garcia,Business Analytics,2024-10-04,2027-05-08,6e521424a87017169502c3e29a9d8f8b83597c373103f7c0dc5ff2ab4ee85c90,0.6967294071773701,453,0.8087708232530954,,0.7010069982781147,1,3,5.49471770621411,0
ETH Zurich,Carlos Kumar,Cybersecurity Analyst,2024-11-20,2029-10-17,bc662196592bb72f620ff7632891f27123f4ad3d311c8512e63e2d5df5fce7b2,0.7036128915089893,406,0.9825858603197944,0.8915923865028681,0.9067226466714569,1,10,38.55249396004263,0
Stanford University,James Martinez,Cloud Architecture,2024-04-17,2027-04-11,7b7f7eb8cbef583710ee94f252ca1cf228e06d9cf42ecfe92cb28e51f0eee782,0.7167565586292989,623,0.6689185419858426,0.9301343869418026,0.8964902428642498,1,4,7.21950724290725,0
CompTIA,Joseph Rodriguez,Business Analytics,2020-12-21,2025-01-28,d341a1270c9211960a779050759c50db5e81148e29d0d98cb7358ce5694f862e,0.7367211427679382,1836,0.7965118435382598,0.9520895600124968,0.9751864900642043,1,2,37.451952551109365,0
NUS Singapore,William Tanaka,Full Stack Development,2021-07-20,2024-12-03,eed4e86294a5f0c8f93a851c5f4d4bd7be54b74dba8d76f8685949f27a3936dd,0.8125238317363482,1625,0.7554732882754425,0.9039314449073904,0.8981985208961782,1,3,87.10085988250115,0
Salesforce,Sophie Smith,DevOps Engineering,2024-11-04,2026-04-21,62f1e482c7f6b74a130f99906ffbc9b528f9cd8ca3174e02a93e6d96173e98e6,0.8471663064929829,422,0.758596366960082,0.9943383074656681,0.8744759476324924,0,7,26.051209727497415,0
TU Munich,Elizabeth Ali,Full Stack Development,2024-02-21,2027-05-24,9b13e49f12b3695adbff1642a71c38ff5ea3ec7a89e8175ea4cc8d598244be1d,0.6349420513258821,679,0.923308089339696,0.9628540136143889,0.8328267042370456,1,9,13.842251646041252,0
TU Munich,Jessica Johnson,IoT Development,2025-03-07,2029-06-17,0b101fe53e38d9f6b254664b9484b7b94e23bafa5bdaf865c44e4982abcf978b,0.8393503015369959,299,0.8551082816767824,0.951512809458794,0.7361387624463822,1,4,2.2312585218003047,0
edX,Fatima Martinez,Business Analytics,2022-11-24,2026-09-20,3a8cd438edd93c66848956f177bef09c66ec4f70029a2ad8b2f51db06ac4a879,0.9253599653645892,1133,0.6167226543757786,0.8641155756667501,0.927362794425685,1,9,40.67719584217556,0
University of Oxford,David Johnson,Big Data Analytics,2021-03-21,2023-08-24,7d926160ff8ca5c3a6fa37fc37bd75875fe04bfc6282485b4b72da8b915606c6,0.8473103694746663,1746,0.8231844149478591,0.9965724204066374,0.9118016578678845,1,6,14.060604944139502,0
Cambridge University,Linda Hassan,Natural Language Processing,2021-11-15,2023-05-15,dbd50d48004751206436096c6722101be05dd38fd039a8bd5d24ba342a3f3b37,0.6869066225221409,1507,0.7767688695162042,0.9405046485475071,0.9452843627694261,1,8,0.041228836917102406,0
TU Munich,Arun Hassan,Data Science Professional,2021-06-20,2023-12-15,b00ef46b2ebdfedb094d098b483d102a00b56d3348935b552a0c978c24e4db1f,0.867736316823358,1655,0.740187767599241,0.9000015082735632,0.8441221194323412,1,6,9.66292272832165,0
TU Munich,Michael Wang,Business Analytics,2022-10-21,2023-12-06,fbf35dc8d2f76bbe35912b1ae73f4c85cdd23f184009cbe2a4ea899a637036f1,0.7392050792503438,1167,0.774593667309663,0.9476797721588028,0.9637916271941019,1,8,108.1463735874867,0
Cisco,Sophie Santos,Natural Language Processing,2024-10-17,2029-05-17,6c3a2245c5a1fc14fe1e9de64b08d4c0af77b12a7b525f95255701542ab3ef1a,0.8525885941077421,440,0.8142659954818594,0.9605038044574089,0.8044193185777584,1,6,22.914519145799375,0
CompTIA,Priya Brown,DevOps Engineering,2025-02-07,2027-01-16,da73b6f3dfcafa805d352e35e0c20d988fd3fb86ecf20eafaec090fb6b39bf1f,0.077,327,0.1415,0.6152,0.2298,0,0,109.52,1
Columbia University,Jennifer White,Agile Methodology,2022-09-03,2025-09-21,9e6bf53f064a6d13a7e0c73813cb57acc1a167a88466039397110bb1d10ca523,0.7248925638038879,1215,0.9087614288724539,0.9216283425375895,0.7796553676704151,1,9,2.7619374368716625,0
Cisco,Mary Santos,Cloud Architecture,2025-01-28,2025-09-09,07a55324addc5a78e257e1a01dc,0.3367,337,0.1163,0.2955,0.3367,0,0,142.59,1
Harvard University,Mohammed Chen,IoT Development,2023-12-31,2026-06-26,fa6c65d630e83be9f727d4181dfe53f8ab47012b9ad6ebe65c4a849f778a18a9,0.6703170989612772,731,0.983424894060615,0.9362124843166152,0.8997728853134436,1,8,16.836884001289935,0
PMI,Carlos Kim,Machine Learning Fundamentals,2023-05-24,2027-07-22,2c4a3f38e1cff5c6bbc5e7df28754083078d62859a157c2e26f8400272f59007,0.9707333142981907,952,0.7360065731544968,0.9041952459387492,0.9886834891183499,1,7,0.3075271264105627,0
Microsoft,Priya Kumar,AI & Deep Learning,2020-11-20,2023-03-24,d8bcb7ffa626e39cb5ce100259c85a6e683fe1fa216b80147189475c06a04a94,0.7159441737367652,1867,0.9607719156452806,0.8754468717531703,0.9878067524624133,1,4,112.06675742640829,0
IBM,William Garcia,Robotics Engineering,2021-07-06,2024-04-16,6bd9813d320a3e7f8bcb746d1431ab0c647272907ac8f3f199e01f50409b58af,0.9181537598830232,1639,0.8602885849553246,0.853346643701918,0.9775880799902886,1,5,19.890894944312468,0
DiplomaMill Online,Jessica Ali,Network Engineering,2021-04-07,2022-02-06,9413917e13c9420b91d331ee420d21ea25d0aa1ff0fde86cd8c9a75695c46aa1,0.1472,1729,0.2271,0.7996,0.3043,0,0,26.52,1
University of Toronto,Joseph Smith,Network Engineering,2022-05-04,2027-02-13,2206f3ca30c747df2eaa45a6c49f7b2c9ab850c160323422eab914109f3e4951,0.7267224583198161,1337,0.941453962227015,0.860573227301945,0.7740881669770986,1,5,47.106966865975764,0
Cambridge University,David Ali,Data Engineering,2022-10-28,2024-08-04,48656501d0fe141a6dccf8e77fc788d938248119d2da281dde141f4231ce0d7f,0.646381228179934,1160,0.5709260191291899,0.9489114953237414,0.8312446925607616,1,5,25.29214274390454,0
Coursera,Elizabeth Anderson,Computer Vision,2025-01-30,2028-12-30,7d690b871fa284c420a2e2646406d5d92942b06c49c740edff3b48e96276cc87,0.6958516960864722,335,0.7684345476187209,0.9483291842134669,0.8607733021436013,1,4,10.51483176603631,0
Cambridge University,Elizabeth Rossi,Data Engineering,2020-01-17,2022-07-09,3c28ed1dcd667f960bdcc6c4cd2c8baad77efc0f734843bb932ab48f0a06c430,0.5500696609245137,2175,0.9791638008490526,0.9057671885832751,0.9592227772767918,1,2,18.54352167734134,0
IBM,Priya Smith,Network Engineering,2020-09-13,2022-04-19,bcbba061961297bcd4b304acabc0f417b71d9c84b16c76b2fd07aa6ce2d48334,0.7515099088857407,1935,0.9639566502332697,0.9544165757541226,0.8592198534362055,1,8,36.941304604497994,0
Harvard University,Robert Jones,Network Engineering,2024-06-12,2029-03-22,26f19841c0cb7b8e2740af696cacf25342b34308c8e61c903fc7e78686dde935,0.9517599545033656,567,0.9482923328290661,0.8972253216783346,0.9501662108525692,1,4,52.39087377016521,0
PMI,Thomas Thompson,Quantum Computing Basics,2021-02-08,2025-11-07,21c890418139028e93e52bbaade762efce614b289ad22b22b2f9cf66fb12dedb,0.8461425610297925,1787,0.8148258141107875,0.9963006239599548,0.8921003037761012,1,6,42.18853970834522,0
QuickCert Ltd,Pierre Taylor,Mobile App Development,2022-05-09,2022-12-31,3417dbc49c88240f3034c76d93c606615a769965a53c2f4e0af91c7035ce2497,0.0905,1332,0.1143,0.6729,0.05,0,1,203.91,1
TU Munich,Ana Tanaka,Big Data Analytics,2023-06-13,2025-06-05,e0b47448949ea7ca02b485e686d789c854907c802374154c4c2f58a346d8eee4,0.884883765398015,932,0.9009613842752191,0.8916878507680197,0.8589592361205527,1,11,22.56980811195923,0
Harvard University,Yuki Kim,Robotics Engineering,2023-01-02,2027-01-20,d55e8ac8e2d4943edcfcd681fcd212d022166c2695748f6fc3dcaa96f43c46f5,0.8905899980448745,1094,0.9873696119831387,0.9496850455567172,0.9263905394664026,1,7,11.928295111011977,0
University of Oxford,Mary Mueller,Network Engineering,2024-12-05,2027-12-07,200dbffef52e6019285b620f7bf2e7fc4f85e7533499e148e17d465be4eb014a,0.7939068480895386,391,0.7080024006934097,0.9259808544708998,0.789187378082578,1,7,21.71085036810935,0
IBM,Jessica Dubois,Mobile App Development,2020-05-22,2023-10-18,ef9d5897e0621a9c30527d169e5dd01e67fc02a3f733025dbb2f8ab7c1cc1ee4,0.0956,2049,0.5925,,0.5,0,1,133.9,1
Udemy,Susan Jackson,Database Administration,2023-12-11,2027-02-26,17127bb43cd0d327f41563facfbb6e58615ca3d6f4ecd76282ab24c94c107d5c,0.9683535707634101,751,0.9181872011817034,0.8214373145446761,0.637500131693203,1,8,19.187093544024734,0
Google,Sarah Miller,Natural Language Processing,2020-08-29,2022-05-23,18081ea3384618e35f9b0ae57f8e0be3635827495a409a9678e96b1a2f315bb0,0.7736481761654497,1950,0.9587832051312694,0.9704039434665825,0.9371070162452719,1,7,6.584199312921161,0
TU Munich,William Hassan,Natural Language Processing,2020-01-30,2024-03-13,c7d0c5e427677c11c962565165a30adf331650c887d7217cf8bb3397ab450deb,0.7121483674655369,2162,0.7100716955369836,0.9677507887450938,0.8793875257777597,1,6,4.830789939667873,0
NUS Singapore,Wei Patel,Agile Methodology,2020-05-17,2022-05-12,656b3d9a80a7cbd9d73d504d10dc7b6a17f5766de738ce958fbb7d1d8c4647c7,0.8808882625250579,2054,0.9912789319098758,0.8540932886156305,0.9518017664351662,1,5,55.31666487465947,0
NUS Singapore,David Williams,AI & Deep Learning,2021-04-17,2023-11-09,00e7323631548b47af3e942c7dc408330ddaa8f202ae22c0b7876efdd4a593a2,0.7762912461686534,1719,0.8134331382365918,0.9037248618940822,0.9743108864528228,1,9,22.21941659946013,0
PMI,David Thomas,Agile Methodology,2020-02-18,2021-09-06,ad09b04afcf2fff33286a6a3fc297e4bc3a61509e5f06886ed0baec4a3b155cb,0.9094151174946624,2143,0.9723486032486833,0.9627742788051039,0.9782590263544937,1,4,43.28993568431944,0
Cambridge University,Ana Rossi,Cybersecurity Analyst,2022-04-17,2026-06-02,69441b6ee8909a98b8378db5095cd730c35e53e444daeb12f86553d4a0e52e94,0.5152167083538584,1354,0.7739030220132446,0.9962934461747741,0.7856957812727839,1,4,57.7808457550703,0
Cambridge University,Priya Santos,Business Analytics,2022-02-22,2023-10-20,a30933d2015b1075082702d811f0f91ddd5c40553ae59f636497994b69d69e69,0.6338228575544397,1408,0.9925613555159558,1.0,0.9153635941771535,1,4,9.00836845958437,0
Adobe,Mohammed Garcia,Robotics Engineering,2021-10-18,2023-09-27,787345e84d4e3011bed22925a1f309e97e5a57c14ce708add91dbbbed8a5435d,0.932860869396767,1535,0.9701195112256212,0.8737178142493081,0.8694921270897233,1,5,67.32175119161514,0
InstaDegree Corp,Wei Kim,Agile Methodology,2026-12-13,2030-06-22,3a3f12d396d4d50212773ea9d17907a2dd279b2d545ec5983cfaf590e8061f79,0.1855,-347,0.1759,0.5401,0.1916,0,1,14.07,1
edX,Sarah Rodriguez,Natural Language Processing,2023-11-02,2025-08-23,7b25703ff3c5bb22e7e6e8931fd92e0b8764c8c610c3f1f3d4c613d0a7c00815,0.7662797493754263,790,0.8510287048254181,0.9163843049728947,0.8983630719702539,1,7,5.456366310155426,0
IIT Delhi,Yuki Chen,Network Engineering,2023-05-27,2025-08-04,7c437bce35e66ce528b735ae282ae9aa0c5cd38047196d1e27c01ee23d1fea9c,0.931755502219152,949,0.8768660223389182,1.0,0.8830747883848445,1,4,13.348990397399946,0
CompTIA,Thomas Wang,Mobile App Development,2024-07-14,2027-01-16,b087dedaabe57aab0f7a0c7871a0f809ae66688c36bf4239ccf2fe5f57b0f8d0,0.7257933623165341,535,0.8489985019659095,0.8493123270642671,0.6657997902278929,1,2,18.358934878282444,0
NUS Singapore,Priya Santos,Data Engineering,2021-03-27,2025-10-30,2abb364ec5c26e72f4bc21d7487a660b77dbc2d7f6dac4756f968902c2b593fd,0.7876936671570136,1740,0.6787831201588479,0.909788372371317,0.655150436982,1,4,39.97657333421569,0
Stanford University,Sophie Jackson,Big Data Analytics,2022-09-12,2024-07-23,3d96a2389eface1f62993519ea687eb19adcbb26614493138e14e2e42b54dcc3,0.9876874725540651,1206,0.7843578572086887,0.8886166873444097,0.6988149314960836,1,4,3.999326362213599,0
Cisco,Pierre Brown,AI & Deep Learning,2022-06-04,2026-02-28,7302805ae1968c3fb83708dfa167409883e8d980b3e8e6373f55b9cb10c26798,0.8425008154974154,1306,0.9525584640193021,0.9247875651572945,0.8158215301804113,1,6,0.569875531913899,0
CompTIA,Priya Davis,Business Analytics,2020-07-29,2023-04-10,4ddd253ff4e462bf2f27e265b21b1e784d38608fb62508c4a0642e4afd888fde,0.8662066685482621,1981,0.9744783957133284,1.0,0.8992580915631508,1,9,57.44305598433795,0
Microsoft,Carlos Mueller,Blockchain Development,2024-04-18,2028-04-24,288706ddccdf2c5d9a353b47cc46b72c2500af04ea177202104d0ddedfbe4af7,0.8482476104105074,622,0.6166127329877646,0.9126397360657201,0.8571658216050112,1,4,90.32215713568807,0
InstaDegree Corp,Susan Williams,Cloud Architecture,2021-04-05,2024-06-09,d0ab197142e0c3edb916fbb6cbbdddcg43e85b9628d32fea555989d16b3cab91,0.2217,1731,0.2314,0.866,0.0866,0,0,108.25,1
Oracle,Richard Wang,Quantum Computing Basics,2023-09-27,2026-06-27,2b7019860490713158e2da94bc26039c3bd08bd71a8b04fd10ed91cd773ccf43,0.6973296380342678,826,0.899045733464211,0.9485643296960659,0.8567392120981039,1,4,33.998143650616306,0
edX,Richard Wang,AI & Deep Learning,2021-01-21,2022-08-04,12273c379b5ffe9a372440a69cab9e8cf915b6f86728866a60fe0f371fec4558,0.8905665777091664,1805,0.8245856851153334,0.9446764574614435,0.933760477714857,1,5,93.89453130075498,0
Adobe,John Kim,Quantum Computing Basics,2023-04-19,2026-05-12,677013fed3108ca2c3dd6a799639190ef37436bf6f54d310aba28bc79c6f0314,0.9404820389052256,987,0.9369173458061266,0.9417680827771394,0.9695434808193621,1,7,38.32159624786132,0
edX,David Patel,Cloud Architecture,2024-09-11,2025-05-14,07dd469816fad9f69c5f299d59afb9bcc85cb138e9216a8dedb09a4ee7a1a969,0.0192,476,0.4402,0.7339,0.1793,0,0,45.45,1
Cisco,Ana Wang,Full Stack Development,2024-03-10,2028-12-12,b3075b1cb8e28719f008820ed1b364261efdb7cb44528c14abd4b3f495b419e9,0.8458951318357663,661,0.9487114615311236,0.8787552370400717,0.932815899180363,1,5,123.28877810632443,0
FakeUniversity123,Wei Dubois,Network Engineering,2026-07-30,2027-06-08,a7a7848a2a2a03c113d14a18ccfd9b30409d2bca2b70889b327081f8ab1973e6,0.2676,-211,0.4586,0.4511,,0,2,2.35,1
ETH Zurich,Sarah Ali,Cloud Architecture,2024-08-27,2026-02-03,f06ef3851b9ddd9135b54de64c15e84a7db09cdb5d386b1016b612a93f32b2ab,0.6284843667218414,491,0.6716531816017824,0.8727344602213516,0.8520342104782275,1,4,6.927764210553961,0
Cisco,Jessica Kim,Database Administration,2025-05-21,2027-07-30,44b8fa862cec6c135869500a3286842372c46c8ee1b64cb32c6b0cc2ae8a67c8,0.9530832562953554,224,0.8795870461493132,0.9656811195921036,0.5466246417266155,1,8,27.654815713086233,0
Salesforce,Christopher Martin,Data Engineering,2022-10-27,2026-05-25,f45e9dc14ffa36c86d04ea2d2f457f7c8a5b87471e8afc22c3e7e7010aed94e8,0.8159759773412696,1161,0.802716832935459,0.8336506211901947,0.7342019073910422,0,7,17.36453806941283,0
edX,Jennifer Dubois,Big Data Analytics,2025-09-06,2028-12-08,fa27ad39199ac7073c2d43b7ec97df1ccfc292fb80abf2e7b68e08d5bf79591d,0.9710391632926173,116,0.9243472803662467,,0.8831471936757868,1,8,2.0807514679978674,0
Cisco,John Martinez,Project Management Professional,2021-08-21,2026-05-04,db0544e00a5cd0e65a9befa229bf6cadb3efdefe5e9d09eb28bb1efe39539720,0.7517790869998532,1593,0.7579594939466923,0.9636875698238763,0.9538914516121633,1,4,13.547129617510285,0
Microsoft,Pierre Brown,Agile Methodology,2020-07-20,2024-03-27,fe823e2be6d915c2ebb8cc7e333b4391d3004746e804889fcd338b9e2470f794,0.8926814449675596,1990,0.9095206717115392,,0.99578010618147,1,10,20.520546405669354,0
University of Oxford,Robert Martinez,Database Administration,2022-12-04,2026-01-09,098f0411a23a424b0822c7c6c79eac01060755092116fa94ab7d5d49fe2e35bb,0.9077613446363969,1123,0.6996417055127309,0.8959829282075821,0.9204282946409872,1,7,31.506282221079488,0
Cisco,Joseph Hassan,Business Analytics,2020-04-19,2021-12-26,d870d5cddce391db89569470e3897090a05588e4236d8277cc4dbb759104f51f,0.7117716867600414,2082,0.8885539726545633,0.9738736866817914,0.9553010223883436,1,3,20.52629900838398,0
Stanford University,Priya Garcia,Robotics Engineering,2020-06-03,2024-12-31,51a6b3dfecf9f3af5a3c902d19516fb5a55f20658af57826eb6a42941e72dc49,0.7728528848128741,2037,0.9320401635472081,0.9455487627894938,0.8910344540856333,1,4,14.180846740189759,0
Google,Mohammed Mueller,AI & Deep Learning,2024-02-06,2028-04-23,91d660bebae5d81c0f03e740b52b2d602b7e7f655ffcaebe76e485746f138ede,0.8155472351470416,694,0.6559484096934113,0.9276688854759845,0.6634490601611835,1,5,28.501181887208283,0
AWS,Susan Kumar,Digital Marketing,2022-09-06,2027-06-29,0361d063744203d1d9cc17a8d9276a9db0e3356a857f685a7bf3287d07143058,0.6556972083778074,1212,0.9413352711667264,0.9308799169252897,0.9484184966392135,1,9,73.45422621446677,0
University of Oxford,Patricia Ali,Network Engineering,2021-03-17,2026-01-31,d91bc5b0ec59021803f8b29626651ebf39e73624b1781aaaf45dbf6a1b21e241,0.8683078218990083,1750,0.7085138951419081,0.9208869073545077,0.866193721746213,1,4,22.3334667055951,0
Google,Jessica Brown,Business Analytics,2020-01-22,2022-07-07,66af87843197c3c91c13bcc3d65a17cd7a92fcf0aea8bf665e7e62eb060e4635,0.9556076403787195,2170,0.8740564784694306,0.990718523432493,0.9327314857276973,1,5,28.309067093366924,0
IBM,Jessica Taylor,Mobile App Development,2021-03-26,2024-12-02,4a97ed886bea01ed495a9c4ea01a092fb84317c9f8d5de3413c48e38ef11b269,0.7144787673161023,1741,0.9855275882301795,0.9785257202675417,0.7686156000871871,1,5,7.527973581362234,0
Harvard University,Thomas Martin,Computer Vision,2024-03-20,2025-04-23,63f49dc94e7fd5f2887c5f33b25d987f720b2192cbee76889c1054b42a01d723,0.6176450348495846,651,0.8414406569298897,0.9382839041257008,0.9072544767905447,1,7,29.76601346189624,0
Harvard University,David Ali,Software Testing,2020-07-11,2025-03-22,da9a60e2b1bc55523219359a078dd745211622336b5e8420141203bed53141d8,0.7988980504125649,1999,0.9647175914476371,0.9219373640871008,0.8844651177005702,1,6,36.91912065241912,0
Microsoft,Sarah Ali,Digital Marketing,2024-03-12,2025-11-16,06cf2568935c68169cca745e902d59e72204353a4388fc143644ea58736357a0,0.6575962338198363,659,0.797760217745789,0.8869221040970503,0.8583555293642097,1,5,153.63089855804043,0
TU Munich,Carlos Johnson,Quantum Computing Basics,2022-09-17,2027-03-25,2886042b00a56332f31febd4f3cc75b7ab1c0d3c15384145da2d58cc2d222652,0.8636126172697463,1201,0.8893179166427604,0.9777742425563896,0.9272346472762104,1,8,5.1317169480546525,0
ETH Zurich,Thomas Dubois,Blockchain Development,2025-09-19,2027-01-09,d6bea23d1e7f2d39d59dd19d412d3467b14be09e0b7eb96fb088bb50f09a60e8,0.7467418828665339,103,0.8144552859646417,0.8319084040020478,0.9492552189418835,1,9,16.140168979260917,0
Adobe,James Tanaka,Project Management Professional,2021-02-10,2024-08-23,79b896ed2dc74997bc7b0e855689d64755b935a98221ab91c08bfd08fe09da77,0.7181364584255652,1785,0.8557857251028786,0.8895800035937131,0.5911587622075799,1,5,26.052584977915796,0
University of Oxford,Fatima White,Full Stack Development,2025-03-03,2029-03-05,bc9abf95ec7e0b1bf84ee83ab68f110eea87eab5523ce9187ba03ce74e3d5e23,0.853921797652033,303,0.7511773099116872,0.86701158385629,0.9553780571257088,1,8,39.52416967457139,0
QuickCert Ltd,Jessica Kim,Digital Marketing,2022-06-02,2025-05-29,f5bf42dc4dd8b16bb2a99291ae449a35ed86e3057af018181b81155c7a50e8c0,0.2519,1308,0.0835,0.6666,0.0115,0,1,23.88,1
TU Munich,Mary Dubois,Digital Marketing,2020-04-02,2023-05-08,7fc6ad3b2fd9d92dc14f07fa8099b19f0af6803d8a9611b06fa912cab2a25f9f,0.121,2099,0.1013,0.6217,0.4431,1,2,90.2,1
Oracle,Jennifer Patel,Computer Vision,2022-01-03,2026-02-26,4269a564c2be62664d41ed931751e06cc4ef51094157bae791bfc7e32856a81c,0.9400209582876141,1458,0.815922260284321,0.9561198624114308,0.908110093753507,1,6,50.95849769280592,0
Udemy,Thomas Thomas,Quantum Computing Basics,2024-03-18,2027-04-19,3ccbaaf74b53b39b6ede54b88c48b2ef42d8d8bab5e710065f6030710bad7ead,0.8090976785701387,653,0.777441386295417,0.9314182999973333,0.7300377745089393,1,7,73.87021824505351,0
University of Oxford,Elizabeth Rodriguez,Agile Methodology,2021-05-02,2025-08-29,39bb2fe665582bd49ec6aa58baa48244bfa8453b6db357cd0d101a0529f9dffa,0.8823267554710712,1704,0.6323757533395823,1.0,0.7565177719430267,1,5,96.90068761882752,0
Johns Hopkins University,Elizabeth Davis,DevOps Engineering,2024-03-28,2026-02-05,44b7c5d1ab223062f646b48a0619c1bbe00ddbbeffa88b3b6c4c1a86c6b9b9a9,0.6917880366274192,643,0.7086076469064275,0.9970240538966268,0.8036333035537937,1,5,42.57440490767294,0
University of Toronto,John Kim,IoT Development,2023-12-11,2027-09-14,656e0a1a3292a94b85f09ea538b6b60194e8e7721bd4cf32d1b39a599dddf4bb,0.5265364089607086,751,0.6657021899367607,0.8699722187277463,0.91403620055851,1,4,12.416078738836537,0
CertForge Academy,Michael Jones,Quantum Computing Basics,2024-08-19,2029-03-17,b69916eae4a4c34463135844796a48f7d803c3e1f43165279689519616dac522,0.3217,499,0.0614,0.4616,0.1417,1,0,19.74,1
ETH Zurich,David Martin,Full Stack Development,2021-02-23,2023-01-13,9a5c0a10e2c144e79aded14fde91ecdf01e3979cc167155dcccd79126f547bec,0.7095428855574826,1772,0.8738272814906884,,0.8114171838913178,1,7,113.62307823780147,0
Stanford University,Sophie Johnson,Machine Learning Fundamentals,2020-10-18,2025-01-16,6c0d0a96a8f16affe1c5e942177734119061a76503379df095e7ce0bb368f883,0.519632952186031,1900,,1.0,0.943093311644253,1,10,82.22039890259467,0
Udemy,Richard Santos,UI/UX Design,2023-12-29,2028-10-21,77c44da402bc478c8b64de77c3ceae21176be3a944db046dcfde664dba7a5edf,0.851874417272795,733,0.7743416824295468,0.8893673782393926,0.7612602504618999,1,4,31.92931038415107,0
Harvard University,Arun Rossi,DevOps Engineering,2022-01-28,2026-04-01,4abcb5f3d838abb84a509d7c9c50f9d0c503c9898bb5cdeb9ab32ff8b532ccac,0.7940835931589666,1433,0.8409645583757751,0.8296190894911872,0.9461038202657478,1,3,21.157163468342464,0
Google,Yuki Mueller,Data Engineering,2023-01-26,2027-05-23,550dab213570b49dc44b474827b8d6f2113c0db8ed526196f6c0c2156c3e9e7a,0.9353263122932045,1070,0.8897884892853776,0.9379320527540908,0.830805256741273,1,5,24.928634150529664,0
Udemy,Thomas Mueller,Blockchain Development,2024-02-02,2026-02-11,cd38a1e4592a82cc6fe2e5e8b2820abx057db32cee7fbfd78fea044018e734fc,0.0506,698,0.2334,0.8213,0.2117,1,1,10.24,1
Coursera,Robert Thompson,Blockchain Development,2020-12-20,2023-11-08,370f1d0a60ca37faca5e2cca0ae43dc879183cba3cf124fd6d232eaf3009cae2,0.8586364007867053,1837,0.863269371431292,0.9313788437190491,0.7731151574100871,1,4,42.654105758949875,0
Adobe,Jennifer Rossi,Software Testing,2022-02-26,2026-11-30,8164c8a3f65b0cd15a46cc711b7e2e776eff7fa421e2e3761d18d8871084dee8,0.7705920108728894,1404,0.9991035784103243,0.8216358071964628,,1,9,20.332016285190633,0
University of Oxford,Jennifer Garcia,Full Stack Development,2022-04-25,2027-04-11,2516c71f9861684cfa2b2feb68fecb89eb13f96d0247d0270fe281fd65d53e0a,0.1283,1346,0.0392,0.6452,0.2909,0,1,92.67,1
Columbia University,Richard Ali,Natural Language Processing,2025-03-16,2028-01-02,8bdd1df55e3936de12d781587499e2e1c633c4222df3e8c1e3074ccb700af416,0.9010426241058958,290,0.6801746619860058,0.8613961622350932,0.9008942202427971,1,5,20.7747777988903,0
TU Munich,Thomas Garcia,IoT Development,2022-05-05,2024-05-15,428c27d8c090037ed66892d9fe4b5067c6b049e25164508c0b4c75457d9794b5,0.9721792011439545,1336,0.9919479138986731,0.9290862545909916,0.8769473544462307,1,2,8.144215342170867,0
CompTIA,Ana Brown,Natural Language Processing,2024-01-29,2027-05-25,c5f5a49ecaa5b7f72c1e49ff1d95ed4d01077d54fdad7b44d05953e1455a0698,0.8143140696521359,702,0.8630171518765003,1.0,0.9746771474663826,1,9,19.13351487126924,0
Cisco,Wei Johnson,Project Management Professional,2025-12-11,2030-06-16,c5b7863b3e777d1e10226a6e5a9d65a09e24a451fa037c9f0814b49a4d96f832,0.9094537545701813,20,0.8353277096955021,0.967343073082309,0.9713957989252576,1,2,42.81939199471587,0
MIT,Barbara Ali,Software Testing,2022-04-02,2025-06-06,8242882b589c6a79ed18bcb334ff52edd367a3b340290a581cd39f4a560d5aea,0.7228598033869783,1369,0.8247237677691751,0.8920632993976082,0.8291173781990886,1,5,4.9727905919749595,0
Google,Pierre Smith,DevOps Engineering,2026-10-30,2028-12-25,fbd67f064b3779a3118848e0fbde090558d8c506db9273b18561c2b7cbda95c3,0.0985,-303,0.189,0.8248,0.0624,0,1,184.55,1
Stanford University,Christopher Chen,Full Stack Development,2023-11-20,2025-12-24,a50fed1b5d7895a6763fd87d820c7c333f3cda4de5aafa6be9c8a9af1839c993,0.8678951936782818,772,0.9293800514330325,0.8865884666068505,0.9915985315092396,1,10,21.07687119374416,0
ETH Zurich,Ana Patel,Blockchain Development,2022-06-26,2026-07-12,dd4428e31599f954708710fd99edc3d99f766ffa3b2a8e7bc461b822f8d71462,0.7065638509233428,1284,0.8943680726300339,0.9147528327852738,0.986809313223293,1,5,11.53219818318862,0
Stanford University,Robert Thomas,UI/UX Design,2022-11-27,2024-06-08,369f264fa5b22c418687d24d97b0d9844105396a93ca3fda368b8cbe458eb959,0.875768320505879,1130,0.8940632115420759,0.9830397701209986,0.9730953482023184,1,5,36.174630393586845,0
IIT Delhi,Ana Mueller,Big Data Analytics,2025-03-16,2026-10-12,74b6307187016ba29759c3d4be10ee5f2182df33bac25da088c30fd232f1bc8a,0.8626317705366493,290,0.6570074161242897,0.8841588839698598,,0,7,54.940395355140915,0
Udemy,Mohammed Kumar,Database Administration,2023-04-20,2024-08-12,815f1f70bc6379f0b3edc2bdc83691746b34522a074082e25e9fb0d42f208ab3,0.8044740332136142,986,0.8166768051022972,0.8737934205796948,0.884934155360255,1,8,22.544518444404996,0
Coursera,Yuki Davis,Network Engineering,2025-03-03,2027-02-11,41f8473711bd64c55ff6eeafd0a8c52c5624ac5b8486587a59f1fa45fc7b66f1,0.9665986610038586,303,0.8917949587264143,0.9437417192565094,0.6696932646051299,1,9,27.663647730244254,0
Udemy,James Thompson,IoT Development,2022-04-06,2025-08-24,d9f37656ac63fbbad3fce3ce62308895e63b5825fa3c9d78480dd0ef7ac88da1,0.7978881902007906,1365,0.8094180683567959,0.7810903634573716,0.9484452972158678,1,4,5.317277297070728,0
MIT,Michael Thompson,IoT Development,2022-07-22,2024-02-16,5af38542bb179695230f43cb24508d87251156fae470e84766ea44a1d9715de5,0.7397393216035137,1258,0.8315452480703394,0.9051102724355479,0.9116600617604671,0,6,6.6941630752001995,0
edX,Karen Miller,Mobile App Development,2021-03-17,2025-12-11,553f4a03a2f2f8458f142695091af68cb76a9f671f7b3cb654d754e7e6507d35,0.9061868354995373,1750,0.9184949908273355,0.9410069810879065,0.9049063001146764,1,8,10.26280487572251,0
Stanford University,Priya Kumar,Software Testing,2025-09-30,2030-08-28,5301c2febdb1aad9cd98ff57a8f38e7fefcdf1e9b1a044518e47ef8c3c1623ab,0.7955518104855708,92,0.5693995959405518,1.0,0.9724211182412769,1,6,5.916098449753451,0
MIT,David Anderson,Natural Language Processing,2024-03-12,2026-05-27,d3e44dc0d9aed32d9e12d2380f5b47913b2632409514e6b240d84c7c02ac5404,0.75761080371351,659,0.7300175453026031,0.9269654204617968,0.9473172125295141,1,5,67.04949352637313,0
Coursera,Fatima Chen,Database Administration,2020-06-10,2025-04-22,f88a41ce436b1f17eeaa3340814682c13daabcd9914b896ce15fdd96f058a8b3,0.7134502502217974,2030,0.6675702922897847,0.9258211255424802,0.9203406210678012,1,6,1.0723185416910992,0
FakeUniversity123,Patricia Martinez,Cybersecurity Analyst,2021-03-23,2024-03-18,4bcaff9b8b47d64845983e363834584921103861e8dc5bfc19e2ee4ac801cdca,0.1583,1744,,0.5869,0.0723,0,2,24.82,1
CompTIA,Linda Thompson,Network Engineering,2021-11-11,2026-09-16,d91c092bd963dfbce58424f1550df82f276c665f752b14032f612e33a6dc1acf,0.8941519578409406,1511,0.7285914741572601,0.9762210562248228,0.9339778827139271,1,6,16.055369330385567,0
Cisco,Mary Garcia,Digital Marketing,2023-05-02,2027-05-17,9749cd04b91cbdd90176af411bf3515acbd48f318848f7bd656eddba43b07f0a,0.9012575318434402,974,0.787098342571434,0.931552064116401,0.9466141692810475,1,4,6.912688156344723,0
Johns Hopkins University,John Ali,Quantum Computing Basics,2022-05-15,2025-10-04,368cf14f655613991e3b644862e512c1a5c4e5f691a3d2cc0415161bfcc0bef6,0.6026209121782194,1326,0.9435039829134022,0.9900880988810074,0.9878913264317153,1,8,39.38067272203878,0
NUS Singapore,Ana Smith,Robotics Engineering,2025-05-25,2029-08-22,c2e7164262cac3f03b0f4a1177860671d79af609f92615d82737c270eb8acfd0,0.6310449431451647,220,0.6579623249282893,0.9366837105254405,0.9372723825249083,1,6,12.35725175432116,0
IIT Delhi,Wei Thompson,Full Stack Development,2020-05-05,2023-10-20,31509c07962fc777adbf3b2660a15934e2dfac322fe9bda03592f7a761451171,0.8536187743520113,2066,0.9372949597556226,0.9189947704540892,0.9693414397540129,1,4,11.521418592361773,0
TU Munich,Robert Kim,DevOps Engineering,2020-12-09,2024-11-27,30cbbdcb0601378ac2add6511f33d21bce70e00dfb2e72c50d061201155eb8fa,0.6063739606976698,1848,0.9524312120592902,0.8953321280859724,0.8179301335773208,1,3,32.28757941459847,0
Salesforce,Richard Martinez,Software Testing,2020-06-15,2024-06-18,2f59be553c7de119fb3054e1d98ef0dee0aef0c61407e1ec6c590ded0561198a,0.9589947529595836,2025,0.9757327645701241,1.0,0.7823620128784938,1,6,48.82726744653923,0
Coursera,Karen Dubois,Data Science Professional,2024-10-15,2026-07-17,e9b8d52f61f3b7ec3a791a5fb3957632515f5295a92e65fa464b132cb97e43b0,0.9441988484375038,442,0.6558965256029544,0.8990240661343221,0.9542237717883729,1,9,9.321355413623412,0
University of Toronto,Sarah Patel,Computer Vision,2023-12-21,2025-11-27,8276cf322863b5ed77676c2018e2755d035060415a08f0e099e7861042f2592a,0.6568399199979938,741,0.9856638071303975,0.9521591514592032,0.9923684038512582,1,8,20.13638867850441,0
Columbia University,Pierre Hassan,Mobile App Development,2022-02-23,2025-04-28,af653adf83bd782e153630be8a02cc4d50b4ae232fecd6af4ae6721bcc92a6ff,0.6855946646441277,1407,0.735915905088589,0.9184371266541921,0.9469993766722009,1,5,5.5457337602217285,0
InstaDegree Corp,Barbara Hassan,Data Science Professional,2021-08-19,2022-08-25,bf811bfa,0.0595,1595,0.0904,0.7106,0.35,0,0,84.22,1
Coursera,Fatima Smith,Quantum Computing Basics,2025-09-30,2030-09-18,1d66270b24ab428b143cb46759ed5c5fb1b353959362c080c0e61db5f5e3b4ec,0.7483710812411649,92,0.6888371240702723,0.8405478391093322,0.9170847843694702,1,9,0.24170228555606363,0
QuickCert Ltd,David Dubois,Blockchain Development,2026-12-03,2031-10-16,f313130a583c93b2d96623a49ae3b92548774926d5a54a7661efc819ddd8842f,0.1256,-337,0.3152,0.8288,0.2209,0,1,21.47,1
Udemy,Mohammed Jones,Quantum Computing Basics,2023-03-22,2027-07-05,d1541cc32eaacc59c4517ba40249cbd078037ee5af8ba3d3f0f2bd8c6be3851d,0.828963557800823,1015,0.9012759530160022,0.9460008896419545,0.9147678250799671,1,8,192.33850681482045,0
AWS,Christopher Kim,Software Testing,2024-01-15,2028-10-19,c10926246b2280443cc825feb6e05c1dc91d1e7b5dc05b6cfa5e0c11d75c4747,0.6670952612178649,716,0.40431757367655496,0.8984185476806703,0.9624102276760033,1,7,83.24439180074795,0
Udemy,William Mueller,Quantum Computing Basics,2024-03-14,2027-05-31,c9258ab197b2efa4e536769e5bacc83be63683493aec861667a837c52095e624,0.883122800755184,657,0.7040322968328144,0.9650475268589056,0.6584743799194399,1,5,20.816097216344822,0
IIT Delhi,Michael Dubois,Agile Methodology,2024-04-22,2025-11-16,cc7745192e257f1bf24dfa6fa035d323abe57e358f90791cdd83da739ff1279f,0.9039779182584395,618,0.780276035018534,0.8826532925630823,0.6119435541839173,1,7,16.863906195755817,0
Google,Sarah Thomas,Natural Language Processing,2020-03-30,2023-06-02,73d89716ca5128ede6dbcc9d2caf5fa2ed13be23c1a526a675745d4f34a8f2be,0.7631035449799967,2102,0.9798039381746316,0.9990411349934525,0.9591027391081073,1,4,1.7749430808426523,0
NUS Singapore,Michael Garcia,DevOps Engineering,2021-12-11,2023-09-18,e45ca31dbeceb34b2b2580c765367382485c975d4b40e22efca2c892328c97af,0.8377072699416366,1481,0.7965534609313056,0.9970698783732286,0.47811890044368827,1,5,4.219362249365124,0
Oracle,Joseph Dubois,Quantum Computing Basics,2020-02-19,2022-04-05,3c5f11ec2faf7b996d57d57898c96b156a5699f75f6d7c405f1888e49b410b13,0.8634692144198187,2142,0.9518724886720944,0.9865798287492583,0.9943763268312485,1,5,33.397889374069436,0
University of Oxford,Jennifer White,Cybersecurity Analyst,2024-08-20,2026-09-14,e06401031bbd92341e957a31c1f906875015ca4171af0fcf56fdeeacd4cafcc7,0.713220548569648,498,0.9165110356709205,0.9475218331053714,0.8879798073655868,1,7,1.491478215643835,0
Oracle,Joseph Smith,Mobile App Development,2022-08-09,2026-08-05,8e8146a3c3fb40b7e5d559bbff825193aeaea5a3d4f11e7f856750c906ca37ee,0.7370174978300315,1240,0.8113611397307086,0.9554746967536762,,1,7,109.38731337202168,0
Johns Hopkins University,Joseph Kim,Natural Language Processing,2024-05-18,2026-03-27,2758167a5a8a0c96c53c66f3f2233abd8bc7f886e2a9ad0ec5ebb61620394f6f,0.8290254221897583,592,0.8010974239986228,0.8918925135450348,0.9474263540415289,1,6,6.674992440175551,0
ETH Zurich,Jessica Harris,Cloud Architecture,2022-06-24,2025-08-30,7f76bee270e3f2ce4f15700d82ed8dcf5ac0d2c84d1fab37c45d752444a00e20,0.557624766831675,1286,0.8688652911329643,0.942622244878915,0.807204429431052,1,7,25.693241629607286,0
University of Oxford,Priya Chen,Mobile App Development,2023-05-16,2024-05-16,f8c8acc936f1b3b7fc33382737735aa52c6ac1b51fd5a85cdfc2117263feb406,0.8816212206892167,960,0.5156804677696839,0.9668314105110555,0.974174911600277,1,4,5.461911947221962,0
MIT,Patricia Chen,UI/UX Design,2025-01-02,2028-04-11,fbdce34af80cb0f7b1d05a4b3daeb17551f27d062bac5fe4a689d2c682b7abd5,0.8721108351651191,363,0.9815975614402581,0.9524404620667354,0.5233474204415346,1,6,18.735844899159954,0
Oracle,Barbara Kim,IoT Development,2022-08-04,2027-07-05,ee3eec32dcd7b704c486be8d20589808b345c3b3f29756c0055443c3876ee78b,0.7206891956264012,1245,0.9707951320868352,0.8431900366112135,0.9954330359260922,1,6,7.289929288332636,0
IBM,Mohammed Smith,Big Data Analytics,2024-11-17,2027-08-02,a5c9574b387a6ec501914923d36e33392914dbab82d3875bf692ba95603fc51d,0.699991983560256,409,0.8366093949645855,0.9549048106248005,0.9296109209981662,1,6,29.164143145527454,0
edX,Carlos Hassan,Data Engineering,2021-05-19,2022-10-02,fca1afd379654dd42da24c36b3546b285ce3baf8240a12fc03e71629a114e5e4,0.7750013786160135,1687,0.809283394686027,0.9554995944520984,0.8589818864916617,1,8,23.162448080751272,0
Yale University,Pierre Hassan,IoT Development,2025-04-07,2027-04-13,204b17cc63dd19e2ca9deb7be4100d747a5c0c51e336b75406a0d0e188cac84b,0.9005081539744936,268,0.9593674510625653,0.9228538296652461,0.9210518054900552,1,6,5.7639698352402196,0
Yale University,John Santos,Big Data Analytics,2021-07-03,2024-04-08,d2f219486ba4686c5d8e08cb087b3e8e08bd71052ad1499a5376834af9de15cc,0.867849742366982,1642,0.7567171951504732,1.0,0.7492183264267218,1,5,10.07667647571517,0
Google,Fatima Hassan,Computer Vision,2022-07-21,2026-06-28,829bda1b4fe17721de6719f722b9d1a7800b071f12c2caea58938c0df49393a3,0.7856690097631334,1259,0.8228684827243254,1.0,0.9385208538575341,1,7,61.711353121887,0
NUS Singapore,Fatima Smith,Project Management Professional,2024-08-28,2026-10-27,fe8cf18c3797423ce3c59af96678b288c887afc72434c65d4acf4ba8e6b83b97,0.7076490744262416,490,0.9215042136050048,0.8523018174643153,0.9048223188067114,1,8,15.846388670217328,0
Google,Carlos Jackson,Project Management Professional,2025-06-19,2027-06-24,16bab547aa2b588c03cc1225b5498164d65d794ed64ef3ff50755b1c98570e9b,0.4251669264861109,195,0.7652821606294111,0.9485719147457597,0.9196522820778644,1,7,26.764223370465224,0
PMI,Jessica Williams,Agile Methodology,2023-07-08,2027-01-06,d3690962022059aeea6cb7f003ac7daffdf6148a6c1c5022709ecaf06b58dd8e,0.9247342144519781,907,0.586342414669935,0.8692494254488482,0.9893371800315298,1,8,12.077399061496422,0
IBM,Richard Rossi,Agile Methodology,2026-04-07,2029-11-26,3fb2ba19e5b836a83153fc0bca2bdcbdf86dbc382571fbc6b40a9b3e61767655,0.1306,-97,0.2891,0.8467,0.0775,0,1,126.75,1
IIT Delhi,Mohammed Taylor,Cybersecurity Analyst,2022-03-21,2026-08-23,c9b65d26eb3bae9665ea99beab97bb22caa4890702f0e4561cb0d9e5df3747bd,0.7011488282726943,1381,0.9091978122396055,0.7812076106945773,0.7901522816043555,1,5,1.0000873392686616,0
Cisco,Sarah Brown,UI/UX Design,2025-04-19,2030-03-09,abe3c35905310646390a96d50da005089e87939175986a5ed2bcc19f97f00744,0.9283634520163913,256,,,0.5898041371072473,1,5,33.68683536664528,0
Cisco,James Smith,IoT Development,2023-09-16,2028-03-26,93429a97e571ef88c24c67d5425dbb387e9dacbb6b33c95b8a181b5b2b24ab4d,0.845735079315737,837,0.8674374337033126,0.9596905513209796,0.92537880708022,1,8,5.473156203334719,0
Coursera,Ana Thomas,Software Testing,2025-09-17,2027-12-20,df5263620d6c08acc306fb355e081a62cad59e544df4b87efee626ada64ba10f,0.963727795310371,105,0.898145079038963,0.9103708991252712,0.8588705747452431,1,4,5.6034293361273075,0
Coursera,Susan Anderson,Data Science Professional,2023-12-04,2026-04-30,46663dedfc3c075456a26e68799b1ea0523ad195e4bb8ef63be73de37d737d08,0.81438048647743,758,0.8333979448438011,0.9655182896354257,0.9520090586043788,1,3,41.926556841419874,0
IBM,Sarah Brown,Business Analytics,2020-09-24,2025-03-04,8031dffe3154ede2730693cf1036c1e15e493b4c4d2f6652f991b33751ed9d30,0.9021599073910086,1924,,0.8666797996846036,0.8482422864667084,1,6,72.222016337779,0
Cambridge University,Carlos Kim,Data Science Professional,2023-04-29,2028-01-17,dabb6d6282786c44849995d73278837bd98c73c1e903d1806efd62dbd0d190dd,0.7934758294827196,977,,0.9311209995545243,0.8907395227173369,1,4,101.09820679908107,0
QuickCert Ltd,Sarah Mueller,Network Engineering,2021-03-14,2021-05-27,ffc71344,0.0593,1753,0.3339,0.7898,0.1309,0,1,41.5,1
ETH Zurich,Richard Martin,Cybersecurity Analyst,2022-06-12,2026-11-21,4f39d08cca81201d6f270eb7bf4d33d0e848281eee937919a6fd41a241a018d9,0.7137228978924102,1298,0.9454033894936108,0.8828733953098442,0.9072766533677272,0,7,8.555556926389604,0
TU Munich,Elizabeth Ali,Full Stack Development,2024-01-09,2025-09-11,430fbdf1c2bc1bc983068988f8e1fd4c2e9ac14cf00fa8c629f529191dff4e48,0.8712898490038209,722,0.9090257990306284,0.8896412868080521,0.7574821164596108,1,7,35.779704810348754,0
ETH Zurich,David Thomas,Software Testing,2022-12-08,2027-01-15,cb12dcfd6a77174156fdbb9b8f70b4ae88badef34e3e4149dcc329bea61bbc56,0.7819255312795629,1119,0.826708889940513,0.8946084709762635,0.885877218317302,1,6,51.916178119629414,0
Coursera,Sophie Jackson,Mobile App Development,2021-04-16,2023-01-06,372acc38938a4783dc0efbeb044991063963a0faf635d5956c254e383bf9b78a,0.9505888933367592,1720,0.6610336088178014,0.9223265231874731,0.9329739893314167,1,6,53.81464845869165,0
Adobe,Arun Jones,Natural Language Processing,2023-12-08,2025-11-20,2004ea0a05d2720f6b922a1a617fe5802650eeeb0945f422269cc78f317fda63,0.832632394019325,754,0.6120601743768466,0.9153097360759521,0.592381187973139,1,6,118.92220609324094,0
Cambridge University,Robert Johnson,Natural Language Processing,2021-01-24,2024-09-09,98726a9ce66b6e64cdbbd969cb98df0dc46627702e6f356659ec7e965a4ac6fe,0.7433059441759963,1802,0.8982487925373653,0.9125607534981741,0.8889349551785501,1,5,45.798870618626324,0
Columbia University,James Patel,IoT Development,2021-10-18,2023-03-14,ba38a51fc9ad4cfd8d6a68538469c38b48bd92a17f540390253f6fe48e5664be,0.6248734461480229,1535,0.5741737457162391,0.9575005387660298,0.7274822211693062,0,5,18.22202646981349,0
Stanford University,Robert Smith,Computer Vision,2022-06-29,2023-09-12,5bcfd0f64ee618f357e9c1b77d9ea8a7d69581e76ed291329e2120d76eceb1f2,0.8938274669338468,1281,0.9381490219357915,0.8430729695118822,0.8373361105274063,1,5,56.59738985534285,0
IBM,John Hassan,Cloud Architecture,2020-10-14,2023-12-26,aafcd538c70bc86fca51775ca1f1f8e432a2a7afeda38a1907e99d75ba080e32,0.8671422455951533,1904,0.6557365649380508,0.9848366697232523,0.858418369680348,1,7,31.985024817408302,0
University of Oxford,Patricia Dubois,Network Engineering,2020-08-19,2023-09-22,5ec66b8324396c0b7a7a3ce854a71028e82bc2870eef269ac59ea49b0d39dcd6,0.9823448821159334,1960,0.7716655165868823,0.8767342300188243,0.8737091451036672,1,8,33.720716940423294,0
Udemy,Christopher Taylor,Data Engineering,2025-05-20,2030-04-01,5ad4d4fef14038a88c610079c6d1c6b1a1c8ba936d97740f5f6fce9f346f90fb,0.759967846998552,225,0.7624692378675261,0.972968291033716,0.7976886106918604,0,7,58.30592345994908,0
NUS Singapore,Sarah Anderson,Data Science Professional,2020-09-15,2024-12-24,f32bc60520755402b82179c8450e829b115f0811bab9eda2f0fc28ba34505c2c,0.895512277100217,1933,0.7594699982185341,0.8661104023727101,0.8585544085190632,0,7,3.8131797065132607,0
Columbia University,Robert Harris,Big Data Analytics,2021-08-10,2025-10-27,6f546b643bbb65bd9680c688d73f7cc241a5f47068e322a4c091696708480cac,0.8367725940707957,1604,0.8966626729851722,0.7904459621613728,0.7361243385098665,0,7,27.332110951003788,0
Google,Fatima Martinez,Machine Learning Fundamentals,2026-06-15,2027-08-18,8ee9e3188909462208d8b549844b5b05524619e864eb2fa1dcecb2812277fc9d,0.0653,-166,0.6125,0.5653,0.2438,0,1,59.66,1
Oracle,Karen White,Computer Vision,2023-07-17,2026-12-20,9d01098c98ab91f9f55215c3b00f9a5bbec2d20a5486da3e4218443bae574610,0.8996039793770944,898,0.9712430584112165,1.0,0.9257765864187869,1,9,2.7102340298494263,0
Yale University,James Mueller,Machine Learning Fundamentals,2021-10-14,2024-11-10,41d3e4b9af9d3c21ab7e7dc9083c6400b7e9303067d8568922a4d3341e234b42,0.6683090022024951,1539,0.9083520722512817,0.8904737715080289,0.9383227675293984,1,3,34.24053470784982,0
Udemy,Joseph Dubois,Project Management Professional,2024-02-04,2026-02-07,c705a870b8f5e74db969c9995223ee3cc06e25f2d0cac3fc09cd9b6ee3474bdb,0.7840344023751268,696,0.8055206150412364,0.9712058123563941,0.9724381413141197,1,6,75.81666276466935,0
NUS Singapore,Mohammed Kim,Database Administration,2023-02-15,2024-10-03,d78b5409a2c40b83b38e3fed29d39823a7150fa274112ebf86631d4ea78366e5,0.7749155605987212,1050,0.6995216455453314,0.9045708039864283,0.8445373383608997,1,11,31.08818644625596,0
TU Munich,Sarah Rodriguez,Agile Methodology,2024-05-12,2026-01-16,6ea3643d391cdc910ec2cdab84b06a600bf14559f3b4c92522a2edab5f2cbb86,0.7758844413582768,598,0.8461731644822384,0.8853567617716123,0.7871212099028987,1,8,9.205060036518152,0
University of Oxford,Priya Dubois,UI/UX Design,2021-09-07,2026-02-17,a6e6bac19a3e9e6315dc88f1660f3d6b2212d93d5840050587b56bb01dc454b3,0.9071721473853773,1576,0.9267376453681965,0.935530449896626,0.945484458993956,0,8,12.502496825846281,0
PMI,Michael Miller,Network Engineering,2022-08-02,2026-08-07,f80ece4c6d1d325ffbc430205b1d5d3d10d614be99a508ca7ecd09de07e07738,0.671357739525374,1247,0.8799581289656602,0.9710841196743557,0.7536148109577674,1,9,4.253669123364726,0
Harvard University,Robert Harris,Full Stack Development,2025-04-17,2029-10-26,6d7943d1f8aa54612438ac3c311c8fd381aba0d91e5e55150f968de8e044dae1,0.6281721136093217,258,0.7204714503925653,0.9273327245254378,0.8436369829929982,1,8,38.30084054690452,0
Adobe,Yuki Hassan,Data Engineering,2025-05-16,2026-08-29,ff74de889b44313865b24dc9be79f7e9f0a23b8462065f58acc676e18265bf0e,0.8156213670488668,229,0.9064024712961128,0.9975352549029614,0.6350822012341568,1,8,34.307454097869346,0
Cisco,Thomas Mueller,Natural Language Processing,2021-01-13,2022-02-22,4aaad77b40c84bb9534b8573ca2c89709543adcadedf1a74666e29c994d1a52f,0.8875210577230985,1813,0.8954671979962698,0.9784446845508654,0.8773722449722596,1,4,42.81821970224102,0
Microsoft,Michael Martin,Computer Vision,2021-02-25,2024-11-25,dd8f836206aa283648deed90279d425c34073a187ebabb370a062b1cc4192598,0.6368457917638595,1770,0.9408388808539555,0.911993385717521,0.8721679611669702,1,6,7.539601797059024,0
Udemy,Robert Martinez,Big Data Analytics,2024-06-09,2027-03-01,e410ba918139c6f8bddd33e39bb247d9c71d786724348177ed27bbf64a4493e2,0.7386427175508109,570,0.9200887165073541,1.0,0.9488304722482326,1,6,9.129080141286131,0
TU Munich,Priya White,Digital Marketing,2020-01-27,2023-10-20,01c847d8d2a9a63ab5bd0eacd2e9c3b4b836a5e9b6889fa36aca79564aa1d146,0.842922399916389,2165,0.8896586254297771,0.9055845103386129,0.5864747949596094,1,7,31.45613247053297,0
Stanford University,Fatima Johnson,UI/UX Design,2021-07-13,2026-04-13,a197b8f77f96e7df31ef6511b98bd55162e9806ccef485b7e7bbd55495e5611b,0.9215158870453046,1632,0.9552859056721361,0.9506267929022894,0.9539400365688041,1,4,19.131452440112103,0
NUS Singapore,Christopher Smith,AI & Deep Learning,2024-04-02,2025-05-31,e8ba85d27846d1a4ed0e0297a5f776f1ff87ba134c07e700b6dab68f8148b4cf,0.5185818991673425,638,0.9916496662794804,0.8839038969314411,0.9703768469628831,1,10,1.926453076865396,0
Microsoft,Priya Thompson,Data Science Professional,2020-02-03,2024-08-28,fcb4987c9c87238ef6ad5e42913ead494d347ecc5f0261f5a23dace73772e5f7,0.9244838025783303,2158,0.471489917910067,0.9304258251825378,0.7126018482591602,1,10,10.537618632895693,0
Google,Pierre Chen,Digital Marketing,2024-03-19,2027-12-25,ee33b1e7ef8fba6e85088d252e1b2827889064e7b2e19da1c4d0df4aa546ceab,0.776606760591078,652,0.9412050601366821,0.9539927917074446,0.9649961978442827,1,5,39.55504752388209,0
PMI,Fatima Jones,Cloud Architecture,2020-05-07,2023-10-09,f0af5017cfd281607209cf7791b345a6b78196454fe8331b8bcd6c311e7d2b28,0.7025260554590912,2064,0.7641122788592172,0.8237994385142469,0.7941585727540649,0,7,21.394629096281793,0
Google,Arun Santos,UI/UX Design,2023-10-13,2028-02-06,17b5e6cde83624b027875da6f78153b382dcd636b3fdc77e84daae767be298f4,0.8420275405557617,810,0.7549359662161849,0.9322585281045108,0.9731440200213826,1,3,15.964639844518153,0
Udemy,James Johnson,Network Engineering,2024-11-21,2026-12-09,d9302a286dcc602822ad02ac6a74920f9cda515760238c572f34679c7e898074,0.9442744266072424,405,0.9695345188199869,0.8838352306055351,0.8868145418419903,1,7,17.092003768153994,0
Cambridge University,Joseph Jackson,UI/UX Design,2026-01-30,2030-12-10,4111206cb3221743886aeec4ec6c2da7ba1a84bb56c008b5feae4af20e228e8e,0.2682,-30,0.44,0.2514,0.1253,0,0,59.97,1
Google,William Rossi,Network Engineering,2021-02-18,2025-05-16,a58001e1f86e20d66a4251cf625ca5954fdfb55d7d3bd579723f01ac207a53db,0.681025354042948,1777,0.8677181086912226,0.8614699635679983,0.8525151596775825,1,5,15.390418621680434,0
Johns Hopkins University,Linda Martin,DevOps Engineering,2021-08-02,2024-01-17,54aac36de2428d880feeec9f88d3f70178f4ac25db5b4e06fae01c5bcb3a336c,0.8057376506532673,1612,0.9604310666670572,0.929625538766092,0.9701397734289487,1,5,57.4247539279665,0
Cambridge University,Richard Santos,Project Management Professional,2021-08-13,2023-12-17,f96b7238d06b5075fdbc96c4a00dc6216648235f8c7df7311ba4c18bd551fc93,0.868723880382951,1601,0.7586284074877371,0.8597174247979985,0.9448267220225485,1,6,76.00825204218538,0
NUS Singapore,Ana Wang,Machine Learning Fundamentals,2021-03-17,2024-07-28,72988302e6f1ec70da12eaa4fdb4b73716be307acb41d56be91e895fd8dc3652,0.812234817752725,1750,0.7444213367412359,0.9077016556878102,0.7969640144693296,1,3,37.915706473790706,0
Yale University,Mary Anderson,Software Testing,2024-01-26,2026-04-06,10d1e6e2a172f071323244f9133f66c38151dc214a8d15233be43c25d08dcd46,0.9583805320987643,705,0.7910906938749293,0.9275369951181218,0.9338372874318545,1,5,38.30263529943625,0
Stanford University,Jessica Brown,Software Testing,2023-02-12,2024-10-10,f43e4c28d542d3a1d78cb1a5bd77482de35567304ea5858764447093a246239f,0.8573784029001463,1053,0.7184735545275526,0.9188857232591472,0.7156408863087409,1,5,22.25232641261985,0
AWS,Barbara White,Cloud Architecture,2023-11-05,2028-03-10,46d5a2ef31c7886e16d1b74c438c102f97aca785eea314eb69669b8d647f37a8,0.8479311945162229,787,0.8477470431055957,0.9763622622097602,0.9199792128169527,1,9,15.068534071606033,0
TU Munich,Elizabeth Kim,Natural Language Processing,2020-08-11,2025-01-09,fdb5ac5572486f32f76f95b1f1d790f5d41320e6e72196635b4b76a290563558,0.5936675382116413,1968,0.9608743782443628,0.9735824251716294,0.9214571522572897,1,6,37.86318742336889,0
Stanford University,Priya Martinez,Quantum Computing Basics,2023-07-20,2026-01-18,d17ea4ca34fa6d51b5676ad4aa86c1372c2796c83b46e89f641ee83c07536e40,0.9403908862049779,895,0.8348526563032831,0.898527046937772,0.9348561143707954,1,6,101.1160164395799,0
University of Oxford,John Jones,Natural Language Processing,2022-06-27,2026-02-19,b10cfc9cf3ab6eb462c46fe60bcec47915faef46a9396438e41dd5fb2e231ee6,0.8164979858425174,1283,0.9710885809585464,0.9738506024927397,0.8423730536720571,1,7,18.29594704520167,0
Salesforce,Richard Brown,Data Engineering,2023-01-24,2027-06-05,8b242e11a0279fee7c89fabed9dc468da277398bcb339ade70c0fc88e1ce0580,0.9412208184635946,1072,0.9088726366993441,0.8740152318710684,0.953249676391198,1,3,35.59526026588797,0
InstaDegree Corp,Christopher Dubois,Project Management Professional,2022-10-03,2024-10-27,2c20e50e2a7b4d02650fd4602b9d4db8d9ec984a2d3ff33883a5d329a958b9d0,0.1131,1185,0.016,0.6473,0.3407,0,0,12.96,1
Cisco,Richard Martinez,Natural Language Processing,2023-05-15,2024-06-11,cce247043a0e56978bb01a4a00cb023e452b16b54959d0935fb155541883656d,0.9382996385951411,961,0.7738299844160389,0.8642515670098524,0.7991891655109399,1,4,40.143398595657246,0
DiplomaMill Online,Yuki Santos,Data Engineering,2021-06-05,2022-09-15,e64183b8dd605ad60ffea4e1503a,0.3628,1670,0.6443,0.8609,0.0101,0,1,26.9,1
CertForge Academy,Barbara Garcia,Machine Learning Fundamentals,2025-05-24,2027-03-25,2324a8efd0b4a22f39e2279afc5696af586b744c848bdf6a42eac00f3429d6e7,0.1311,221,0.096,0.5693,0.2976,0,0,65.25,1
IIT Delhi,Barbara Santos,Computer Vision,2024-08-02,2029-02-15,9e18a581e4a9723261620b4f526b241c183484e51539aa6f9a14de281a2fcd01,0.9024674574501254,516,0.8375488344298879,0.8960168371527423,0.7178191699649717,1,5,21.68232679894848,0
Johns Hopkins University,Christopher Martin,Full Stack Development,2020-02-14,2022-08-02,0db578b705115cb2be1196b2bf20081db10d6d5b42ae7ac708e7936622559bd3,0.8497510400154725,2147,0.8765929462630402,0.9113827335619898,0.9403788396792614,1,4,4.683367206673739,0
Google,Patricia Thomas,Cloud Architecture,2025-07-26,2028-09-24,8873f636186e3366f74a21d98c5f3d794075156944fb22fdd4c853f8ebae4168,0.5064890809266062,158,0.982132862177772,0.9272871436609411,0.9402802551548466,1,5,14.800488852579868,0
University of Oxford,Linda Dubois,Business Analytics,2024-01-25,2027-12-07,f273ab1a39c093269e62a3af2ff3da232f98eb0895fa01ebea789ca0a30f6a5f,0.7602879139181008,706,0.904744541243401,0.8911370914095194,0.6235539840686375,1,5,1.1657875592882394,0
AWS,Fatima Miller,Agile Methodology,2020-05-18,2024-08-23,953c2e056fe2114023abb251e9ce3ce66d26023f2b13eba42b4e61ed118953d4,0.777161536364806,2053,0.8302087582909927,,0.9964886377436596,1,4,77.9034820243749,0
AWS,Jennifer Rossi,DevOps Engineering,2023-10-28,2025-06-16,7b5ba705cdd1ca1befde29b02f8fc9e4fa9afb23d4a1b864bc0f989e1ea6f12d,0.8972724662820181,795,0.9182260415447522,0.8687015642887596,0.7709297688245362,1,7,26.5283914354936,0
Microsoft,Thomas Dubois,Mobile App Development,2021-12-28,2024-10-08,e2304c60f0f0f24540dc118bf07f46e4884327f804ebe7e3656799ad539f4c8f,0.7856803672559263,1464,0.6951689839289525,0.8801943913903799,0.9849925544834459,1,5,56.39817381598178,0
Coursera,Jennifer Patel,Network Engineering,2023-03-05,2028-03-02,a3cd9bbae072af0e7c492f2d762358821ab33ece824be14c21c8c18e324e3e23,0.8969814889300244,1032,0.8554813261912017,0.9303621277186861,0.8624423938142526,1,8,20.911171547860683,0
Google,Joseph Martin,Business Analytics,2023-07-18,2027-11-02,838a0f8e536e893c887c6a7de2ec0a22d89deac35348339ff70853df123f6d33,0.7744508538580203,897,0.9738850642523724,0.9589781841928,0.9889384012575169,1,4,1.385925700411935,0
Coursera,Ana Dubois,Machine Learning Fundamentals,2022-01-02,2024-03-24,5b77ff395c3eb78bc7bceac4c82bf04da3bd1ee9ff3c378756a2b6c288a992a0,0.7837359160385711,1459,0.782641196732071,0.9020949806368539,0.8170757889378186,1,5,44.88033213239287,0
TU Munich,Wei Harris,Digital Marketing,2024-04-09,2028-04-11,51a2f1ab4ef5c225025f22307daf1b2f97b42e95b35b732dfb8895254b109558,0.8510227402019184,631,0.5946245114474694,0.9367082988920725,0.892912155983553,1,6,13.789635544815225,0
Adobe,James Wang,Data Science Professional,2021-10-31,2026-09-01,6bf395c00413ccd7cfe9228a7212a4ef9f283c2f716cdd6f98c43b97d7ef1e0c,0.8396480534654158,1522,0.7941868444292034,0.9407532547467993,0.9855447088626513,1,2,26.126410007821622,0
NUS Singapore,Sophie Taylor,Robotics Engineering,2020-06-05,2024-09-21,9c431b33ccbac18c3d20500b9939448e772cfd32fa2b6bfeabe249180333a00e,0.9374894857726401,2035,0.9195822728736573,0.9064185852905035,0.9341514304010463,1,4,5.218119747335028,0
University of Oxford,Yuki Ali,Network Engineering,2023-09-29,2026-05-21,1214625df07eae1d15405b53539b58ef750b40d11b97270165573e0ee790f37c,0.9715695481450384,824,0.5595871621619825,0.8730627533885118,0.6824128875308625,1,7,27.157226947999575,0
Johns Hopkins University,Christopher Jones,Database Administration,2023-10-19,2025-02-25,78246bf68be6951207406a462b44dbd80232d0cf1ad0abd77c8837107e75b855,0.4922914314347826,804,0.7781604591138628,0.909041080059804,0.9299402721187539,1,4,5.779288883392388,0
PMI,Christopher Tanaka,Data Engineering,2021-09-26,2024-03-22,7d3f37cbc2d238174d60560fca91459b6f79c50454edcf19571b339be22680b2,0.6239827477518585,1557,0.8781319048570562,0.9457120471634666,0.8832651317873693,1,2,28.41407733791017,0
Yale University,Susan Thomas,Network Engineering,2025-04-10,2027-04-25,88725e8c7c53e9f72227298501272f1f6330891fbb35bf3a500ac9d48c8d7ab4,0.8280364719181004,265,0.7527633915119915,0.8981809658019276,0.6608048656024835,1,5,32.43660314132514,0
IIT Delhi,David Smith,Network Engineering,2020-08-21,2022-04-12,985c18ecc72ea2c571d1d2e9139b2ed0aafad96661eba4689ee346bc84fcc0e1,0.8971554470223244,1958,0.8289113351593712,0.9164948233049236,0.9223299409271527,0,8,22.886638739866754,0
Cisco,Fatima Martinez,Business Analytics,2023-02-27,2024-11-13,443ab418426e1198cc68b736be864671b328c8b77df37b9637021a8c4343cf5c,0.9662947095342639,1038,0.9871972779144689,0.9377929850012713,0.8904116299313961,1,9,48.95992051156064,0
Johns Hopkins University,Thomas Kumar,Data Science Professional,2020-04-08,2024-07-15,485ec30f39eca02d053d5a1df2f462f4b989df2f8100dc4cfdc93555b3481035,0.8159994041026107,2093,0.8042860898843606,0.9572773366554937,0.8581013364257201,1,5,34.23443212926762,0
Harvard University,Thomas Smith,IoT Development,2023-12-18,2025-06-06,f57786075ff5ee2f2ac25d7d3416883db28006327d2031e8eeead3f3392a7756,0.8763383564298206,744,0.9502723660582248,0.8210953277808527,0.9140060922819458,1,5,17.4194374246852,0
AWS,Fatima Williams,Data Science Professional,2025-04-15,2026-08-07,204ac2be62a9ad30c8453eccee78fe01d5f5bcf59e99229f011ed5079355fec6,0.7278904700836448,260,0.685862833754724,0.9239234878053245,0.6777104333863642,1,11,18.473930225463132,0
IIT Delhi,Christopher Kim,Cybersecurity Analyst,2024-10-26,2025-12-30,d91eb52ec7793e62de8ab4ab271cc1cd9bf59e08dfc00dd0fdcbd24001f6ef2b,0.6383459381105665,431,0.6803835017355966,0.8646550339058179,0.8164990713248532,1,6,5.954188353764934,0
University of Oxford,Barbara Dubois,Data Science Professional,2023-10-07,2027-02-01,cc8edfd987605a8ac44ac90adc85bf1b1b44ef24bc64b13cc2fc3876db8dae01,0.8496876978074945,816,0.5906888429023979,0.8834313399736667,0.9588118005244706,1,8,26.596341889069574,0
Adobe,Patricia Patel,Cybersecurity Analyst,2020-11-27,2023-11-25,da3d863210c1b9a0257bf51519ee104aeddc24a2fc60d4c7b54eb409caad30f5,0.594528936633624,1860,0.9080059340361896,0.9471177506097082,0.9122658817589189,1,8,20.126240217126345,0
MIT,Arun Rodriguez,UI/UX Design,2020-02-08,2024-11-11,06d08dc6da1b58cff6f93d91bfefe50edbc103bd3d013ad94d4fcebed6dc440a,0.9364530427611054,2153,0.90100891721414,0.8893450250217586,0.75740977602631,1,4,27.622531434248103,0
edX,Wei Anderson,Robotics Engineering,2024-01-27,2027-01-22,696680fafa5f3da3ebde78eaa9f54c3101ba2b2c988c7aa9a56bbbf76c5f0b31,0.5461795032550093,704,0.7775468959904832,0.9123332630193425,0.6691167709099689,1,5,2.185854598154531,0
Cambridge University,Fatima Tanaka,Agile Methodology,2020-10-12,2023-05-18,3bb686c04b0e11ed86bf74562b4a339b4b56e7e671887e6c009482ceb0101c24,0.8719367844250393,1906,0.7147656910702228,0.9935066437954319,0.6407925236313337,1,5,19.41289607737943,0
Coursera,Ana Garcia,UI/UX Design,2021-11-22,2025-07-26,b99b05d5c8f2703b7b4cb8898e22ff27eb95afcf5ab8c168e887c5528dfe658a,0.843536476381005,1500,0.7505397965689924,0.8767554848683798,0.7708220333865133,1,5,13.704914191764034,0
Cisco,Mohammed Wang,Blockchain Development,2023-01-31,2027-06-09,833b5a1faaac7eb91e1a73a42a290b078673592e528802e91361a7124eaea2f0,0.5842935331438346,1065,0.768991657034478,0.9167666562029726,0.6260301286833225,1,5,57.573207266927625,0
CompTIA,Jessica Anderson,Business Analytics,2021-05-29,2023-09-15,fa2c1a8be0ffd07635b5e0cd1670c5930ea557464aa849bd1e073df4e614ede7,0.8072679787061915,1677,0.8563223842536204,0.9187397666118539,0.7688247561789103,1,3,9.906204964336156,0
Stanford University,Jessica Davis,Big Data Analytics,2024-07-12,2027-06-15,49eac1b4b7d90e7cae1258cb87d6ebc483f249e9b8af634d3f40f0f063ebcf72,0.9084081830688981,537,0.9550303620722982,0.8414709822242479,0.7950222529022101,1,5,18.797739825258528,0
Udemy,Michael Jackson,Software Testing,2024-02-26,2028-12-21,1e04a091ff562f31338657c438b52787e321fe28f4cc69c63855f7cabd0e78b0,0.775516361404458,674,0.866955460212876,0.9093581980010351,0.9221659131550349,1,7,66.45399082447611,0
TU Munich,Richard Brown,Network Engineering,2021-01-09,2025-12-14,fa3209b0c83c6575e9a83690520ad3ea64740f40acfdac5baa020d78e9842c60,0.8075078986302827,1817,0.6959108415927913,0.9045433170212657,0.9883249584837506,1,1,5.675197747346452,0
Udemy,Pierre Davis,Network Engineering,2025-09-05,2030-03-02,e8624fcdaf51f08a0dcb420cae2c642dab36044ecb0d818aec42cdc9e3451606,0.8316263029421798,117,0.8430895217255777,0.8794749984453926,0.9618269929230686,1,8,2.041711036972018,0
MIT,Priya Thomas,Network Engineering,2025-04-30,2030-04-11,d2225979f57ba7a54a1e94bbfb490697079b2fd274ee48afc27c64e1e50302f2,0.9768911482826467,245,0.7793158954119986,0.9490188915218843,0.7167709238531779,1,4,36.30495381663282,0
Oracle,Yuki Jones,Project Management Professional,2021-04-25,2024-01-31,d049c0d28cb164003e7fdcbcbe402737e5633ca9ae0750d18c4379428bf84517,0.6705435989924498,1711,0.9324081658035812,0.915314520780519,0.9646071837667314,1,4,36.567202129568656,0
PMI,David Anderson,Machine Learning Fundamentals,2024-02-10,2027-09-26,fb3252fa9d49dba876c4feecc80b118031c4526b3855b5edeb693ca39312e66d,0.9496065959969084,690,0.7557191844069343,0.9775291892422489,0.9678292680230751,0,5,6.9027326741726664,0
Salesforce,Priya Anderson,Project Management Professional,2024-05-14,2028-02-11,57c5f94c6fc2aac1c8f0d018b42664f76bf2a004f1d94ca031e6c8ab47744318,0.7561600804440752,596,0.9570376099063416,0.9146402762419438,0.9403445293769873,1,6,2.957283788872204,0
Adobe,Patricia Harris,Computer Vision,2022-01-11,2024-01-18,8aa4041ce3c4399e143c1882932919d8e36033545db9c653d592e8a5ea2b7a31,0.5672721353170188,1450,0.848518540940015,0.9128714077169929,0.9584830047773244,1,8,36.684916361227366,0
IIT Delhi,Wei Kumar,Digital Marketing,2024-06-26,2027-11-24,eaa3ec7806e5eac79a404a4bbb8f0559b012c6f795c8ef69948a01470c4f87eb,0.8597782852651769,553,0.8369082076916781,0.9183457199310447,0.9156489458340115,1,6,25.979457659564762,0
Johns Hopkins University,Linda Miller,Digital Marketing,2020-12-10,2022-05-07,91e16a6e668d4a5e9b98f37f250b7914c4d936994fe7ca6fae265d3e55a2f288,0.8511693701654698,1847,0.8270980675773945,0.8360242542644473,0.7693539660484925,1,9,19.33845973349318,0
Yale University,Thomas Thomas,Machine Learning Fundamentals,2023-10-09,2027-08-17,f851e3e2cfaf77629301d3ddd1f9bc166e05eafe554f70602235d2b7a97d803f,0.9015795291925172,814,0.754608538562467,0.9094476371785751,0.9922384473757855,1,6,16.983343497407475,0
ETH Zurich,Sophie Johnson,Quantum Computing Basics,2025-12-08,2027-05-16,946c68df5ade78c93dfbc31dfcaaa4088b813cb19485ea2422b7ea95e5fdbe56,0.7730870470462698,23,0.5236550610617081,0.942517626943174,0.648710152920951,1,3,13.551445600106364,0
Johns Hopkins University,Fatima Williams,Data Engineering,2020-08-12,2023-06-20,7a4922a6bea5c89e2e7f282b4a784c61a77ed3be471a421ff6acd2f38c878e5c,0.8252056677471791,1967,0.8869507935535602,0.900248723073225,0.8934243492276606,1,3,2.8831109615788577,0
University of Toronto,Sarah Martin,IoT Development,2023-11-10,2025-05-08,deede22210625c7dc791b97d0597e4b700e7d1ee9551a79ff1adfe79a53d8e33,0.8874467901048041,782,0.8622427097844815,,0.7266285136682974,1,2,13.449870848616161,0
edX,Priya Smith,Big Data Analytics,2021-01-16,2023-12-04,c5b5612fd531df324794482eed0ec69360d11fcc111023a00a15a80f3cd602f5,0.7817469820951747,1810,0.9418798577352113,0.9798291463967117,0.8718544967819907,1,4,29.227033658057838,0
CompTIA,Yuki Tanaka,Blockchain Development,2025-05-19,2028-03-17,35ec4f7ad7e615db5cbb9b4296cb341e95859dd84f1ef4d39a84c1bd74bb89f9,0.8164150649489106,226,0.9392942211602294,0.967372450932666,0.6370034126576052,1,7,18.596588612632708,0
Cisco,William Kumar,Big Data Analytics,2022-01-30,2026-09-05,06cac4ccf6d837e92babfbe9861604c767057c77b70b07ab5f3cfc2ab4df6ca2,0.7657523180002842,1431,0.9051983654032679,0.8346378149217196,0.9682150740224271,1,5,18.66256995111036,0
Google,Ana Rossi,Computer Vision,2025-04-23,2029-12-25,a3b63e45b45479feb6c1b00edebbe453f6ddc0eef0663d06991d586b842c723a,0.6702682776016812,252,0.8718525347172071,0.9586634051736459,0.8825392406995755,1,5,31.523711882803077,0
Cambridge University,Barbara Martin,Machine Learning Fundamentals,2020-02-19,2022-09-01,7dc66bfa6320c2a0edd1be51a5c045e00e429116703a85a1f00d545baa582218,0.7382975539087789,2142,0.614350765954892,0.962159469382622,0.6250380961337899,1,8,6.561451730964256,0
Google,Thomas Taylor,Cloud Architecture,2021-07-11,2026-06-05,a3e8c534f1587f69391d45b19f0e5748d1c3041780e6f143c56088cb54c88f7b,0.8867778496330034,1634,0.37816013482360117,0.8733445556992302,0.8883166556567978,1,5,1.454000022567318,0
IBM,Carlos Miller,Digital Marketing,2023-05-08,2028-04-08,cbcc58e33664a2a789ffd7e5ecddfaaea003256780b4951cdbae251d1f0f4ed8,0.738410730625079,968,0.7030165198729075,0.9103466878165722,0.9730668535006946,1,5,64.6282179901674,0
Harvard University,Mohammed Anderson,UI/UX Design,2024-10-04,2028-05-13,fc1b8731fe8a4dd2b4d708e110037c6985c22b833ea44800d30ed8ac25e8002c,0.9401393348334811,453,0.8681324697163996,0.9262403816993059,0.69549850637652,1,6,37.30646128498809,0
Johns Hopkins University,Mohammed Williams,Software Testing,2020-10-19,2022-07-01,71ddc57dbed4c522d12bd48cd03aa473cc46805b18ba6f30979aeacfe19612aa,0.9777919732860735,1899,0.7769976486736615,0.9155265154885803,0.8065455895942393,1,4,1.3419913779678865,0
edX,Jessica Wang,Business Analytics,2022-08-24,2026-05-17,7f58cff2f1817f7fe8f0eccd63c9ca2b18166266de1829db5c47ef1a4d10ebd7,0.8803696116856261,1225,0.636573306513613,0.9454578573378303,0.6838323943904127,1,1,109.0355713575468,0
Johns Hopkins University,Thomas White,Project Management Professional,2020-07-22,2022-02-02,932c9bbcac85c5e893fd004daf8a6d759f160adb7f0f314d9d869bf5ad1d57c5,0.3952834063529907,1988,0.9159738149823906,0.9040722939604804,0.8624057226393341,1,12,14.3922417050196,0
Microsoft,Mohammed White,Cybersecurity Analyst,2021-02-27,2022-11-08,e8058ef7069b68698a001db78bb54fd62257c1be0ed8f355a839ad308c94ada1,0.7550819792436765,1768,0.8774687190054289,0.8671964288957833,0.9101762262999059,1,2,45.21352842494731,0
Yale University,Christopher White,Data Engineering,2023-02-27,2024-04-10,5aded395a5bc15044752ad74f4ebadf390b3c3f13451737c41cdd43e7ba4f1a1,0.697498778288588,1038,0.8562235201810506,0.9293738700573119,0.9657857303642365,1,5,19.00928067325119,0
University of Oxford,Thomas Johnson,Full Stack Development,2022-02-07,2025-01-01,8b8d182b7ab799ac9e653d52d41a6de7236529f32b4eb9d81f9d4cb54f7003b7,0.8666604072229767,1423,0.9648036849054841,0.8737166428356354,0.9376954160932031,1,10,12.269633122300561,0
NUS Singapore,John Chen,Data Engineering,2021-02-08,2024-12-07,6e180e5cc08465993f606da8e1c472864b4e06cd26de85611d4cbfa84b96b1c2,0.0122,1787,0.2454,0.3256,0.0436,0,0,114.82,1
AWS,Carlos Miller,Cloud Architecture,2024-08-14,2026-07-02,696daf04244cc139c8514b6b86c41c1bc24713a813ee6eb2f7562674a7004c33,0.9495484944447609,504,0.8177627213016935,0.981807503392354,0.7920883710721884,1,4,22.27501981993311,0
Yale University,Arun Garcia,Robotics Engineering,2021-12-20,2023-09-24,46e6ceba0c4b7e1d05c06cd90ff8b9be2391d67036989f9dcad8f8aee9db2358,0.8312711083514771,1472,0.7097141409938919,0.9215517222310396,0.8091727462581026,1,5,30.85546416259927,0
IIT Delhi,Priya Hassan,Blockchain Development,2025-01-03,2026-11-13,ef4133762079e7d6f5d4ed6f916106fec5f55cbb428604cfa356fe8a8ff70b42,0.9426047938515121,362,0.8967742970239889,0.9261640581815259,0.9855548546746028,1,4,60.5592932061371,0
Cisco,Karen Santos,Blockchain Development,2020-03-19,2024-04-14,57fd39cdebb30b42c36601b30724c1ef9760a6d0b5ce53ae0607819124140ae0,0.779960435845435,2113,0.7928052383528008,0.903088107200053,0.9116853892259945,1,7,41.48248612035875,0
CompTIA,Yuki Mueller,UI/UX Design,2023-05-27,2026-04-15,1d1ce385996bc1ae7ce677ef49d8e2e719cb5cfd62ebcdd60de3e56b26dae48b,0.7198105279903854,949,0.8048493067259912,0.986989169826999,0.8018470370773908,1,8,0.11897618216382197,0
Google,William Jones,Cloud Architecture,2025-01-13,2026-11-08,1a6fc6cd0c6114ba69cb8fa56e8c5588da534381f8afd0d2bb1bb67fa8a6d398,0.7530793005058236,352,0.7555681267036561,0.890283297895573,0.872261974314121,1,7,68.25777022118687,0
Adobe,Christopher Ali,Agile Methodology,2024-09-24,2027-10-28,575d608dd1f5f847d3f9cef02a0634b042bacd56ce63b7b6d994cb1cda6034af,0.8320778098654928,463,0.9777274700666866,0.9319654087862156,0.9474056378639512,1,3,17.72066708382442,0
Columbia University,Barbara Chen,Cloud Architecture,2021-07-09,2023-09-25,a9f1e1133587a05316181e83c8876e5bf329699ead9ad41aa23e2f7fdf637a6d,0.7474373743249287,1636,0.8127559970467146,0.9122573402519202,0.7514385063211959,1,6,50.32634363819996,0
Microsoft,Karen Taylor,Network Engineering,2024-03-18,2026-04-23,7a2a4e0c400ddd5d9075d7da9ac60f40e0dd74ca29d7a73b56020bbf55b96e72,0.8836344866892841,653,0.9108208266881396,0.9029182541579557,0.9231736326264779,1,3,12.81615694422375,0
Stanford University,Linda Rossi,Blockchain Development,2021-05-02,2026-04-12,8545ae24b60b029b2f1c9087e974de68c26bd2a2def0ad86a8ee5078ad2a6bc2,0.767601892868032,1704,0.8290583028821336,0.8198760006962642,0.9081748011228974,1,8,6.88913092074378,0
Cambridge University,Barbara Mueller,Agile Methodology,2024-04-16,2025-11-15,0ad4422d9f9634a4e5fc78c04d2147f5c17b92acf88a4829676b06d92acc1e98,0.8046117582973549,624,0.8239535175308887,0.8705361763819766,0.9208714264898185,1,6,44.4063084161227,0
Johns Hopkins University,Sophie Kim,Data Engineering,2021-04-18,2022-06-15,fd25a887346224c657e8bdfdef9cde7f83f538db8d398c3247645e3abd928b64,0.8050814187772042,1718,0.8983638369087215,0.8837286128408303,0.7774548011888741,1,8,10.394764201599148,0
Oracle,Arun Williams,DevOps Engineering,2024-08-04,2029-03-26,60149cf0fcb927a105582b1d46b3360a3d8168b6837e5e0f42397375a52a8ceb,0.8482652649612739,514,0.9295732445834591,0.9434988823931986,0.9058006440054828,1,5,98.98312072281601,0
MIT,Sophie Tanaka,Data Engineering,2024-01-26,2026-01-04,11ba2fd5b7ff42a7f8fa8a3f547b94120b3bc604fdb281e6d233ac8c8aa2f2db,0.5651155892488223,705,0.9566641141047075,,0.9146221998924174,1,4,29.344057270654726,0
Yale University,Susan Rossi,Network Engineering,2022-05-16,2026-02-23,d2fd2c2f5fddd8db534718957954d93eb093de60ea8d3428315b59b32b48171e,0.8594437157573015,1325,0.9408740429801071,0.9571671173936473,0.8740694766231104,1,5,10.692194871625038,0
Stanford University,Karen Williams,Agile Methodology,2025-04-21,2026-12-08,25207decb9da4a0bd2ae7adb4449b3d150aeb897515ffcb15d6a726b31bf8cbd,0.862021964590202,254,0.6986848291473976,0.906916952425112,0.8190918534136905,1,7,69.52513829166683,0
CertForge Academy,Sophie Miller,Cybersecurity Analyst,2025-12-29,2027-05-09,4d5533e9354a37b266f0c9089a33f7a2363af9b46ab9e83e1d3db6b7d8cf7654,0.0014,2,0.1595,0.5267,0.2185,0,2,29.25,1
TU Munich,Jessica Rodriguez,Natural Language Processing,2024-11-11,2027-09-28,3a63aca40dad472e18f64ad88370dba82d7d139c298f7712d54e31f0e01c9a8a,0.6382542824794983,415,0.75089310595645,0.8641248529845682,0.8248630752111096,1,4,18.462546133620446,0
MIT,Sophie Kim,Full Stack Development,2024-04-24,2026-07-13,f932b0ec78d0c1bb7cdc8816f5d2551d4b67274d6b3c2b586b6769b31e44663f,0.5712217867113499,616,0.9490469598766319,,0.8871622747205391,1,5,22.41201616107262,0
TU Munich,Ana Thompson,Natural Language Processing,2022-08-05,2024-11-26,4cd6062eca762d17ce19dc0e973d54004c3380e0f2e82ac11e4bb5ad98643367,0.7327660702067708,1244,0.8147993055038851,0.898969032877199,0.7937254344152397,1,5,11.953057888374563,0
University of Oxford,Arun Mueller,Blockchain Development,2020-08-01,2023-09-23,91041a793be060caec66632b60b9ea83ee13c59aa294a9eee5a630d3b62ca7c5,0.712449289912079,1978,0.8411300971042436,0.8529516617804821,0.6714922261148131,1,5,45.749098699413814,0
Google,Yuki Mueller,Cybersecurity Analyst,2024-05-23,2028-08-03,f7c2a39b3d45abb7abcaa5093ebcd17b3748bbd070087d34eb43ed8deaa15202,0.8728406836104801,587,0.9214190036374914,0.9091377019224796,0.7877296009338776,1,4,19.53873330468313,0
Cisco,Mary Thomas,Robotics Engineering,2020-09-20,2023-10-14,0934910111adcf3f4c1f6bffdd7384c31e30fa4f7f59c25868015ce2d160751e,0.818441020335487,1928,0.7917334379390553,0.9119977247147026,0.8331270163770991,1,3,4.0939543071059825,0
Cisco,Sarah Harris,Full Stack Development,2025-10-18,2030-09-19,bb23fb76d0f629336e45ca6005545fd939f0472042175db9406699d45b1ac8f3,0.9298303086348001,74,0.7536779061507205,0.8319516509431474,0.8501809277863728,1,3,14.476171190043427,0
edX,Linda Martinez,Full Stack Development,2025-08-30,2029-08-31,5f3cd92cd31d20686166aedc20ee214229173d5c3e57ba2b1241a24159f4a1ae,0.8140268677964966,123,0.9918158153969823,,0.7597961243477344,0,2,35.09968506726246,0
Google,Joseph Dubois,Database Administration,2024-11-15,2029-03-15,c91e0f267fade1e42113c0363ecfd979f938da161476c2329f12292c135051f2,0.8557436846354487,411,0.6991679598417617,0.9304211161933037,0.9643356330503867,0,7,156.1843493634741,0
Harvard University,Thomas Santos,Data Science Professional,2025-06-06,2027-03-08,636d6a189084193a13ea6abb91cb2b903060472e7877d49c3af180a694db4893,0.9096069135989825,208,0.9155133354512291,0.8582982077592216,0.985393089395548,1,8,81.72663896636962,0
University of Oxford,James Wang,Quantum Computing Basics,2022-01-28,2025-08-24,0f69da79c0cb391c0237395da46f871b3f440778786782b2f2955fd30e4ba5f1,0.7901754343206758,1433,0.9333726729601501,0.8732693030203735,0.8225863209019274,1,6,3.5998331958624803,0
FakeUniversity123,James Miller,Natural Language Processing,2021-12-23,2026-05-14,60a59d96cb25932087c59b9d9f1ac382039f9a5405928679c0c72ba60fd3f0f0,0.2052,1469,0.2001,0.9236,0.0858,0,4,23.06,1
edX,Barbara Hassan,Big Data Analytics,2020-12-13,2025-06-12,47c847afda77fbbc9b5345dfce707e34e28628ea0c79e6b65c59ca14a8acf575,0.649308007957882,1844,0.833465438976154,0.912236534794812,0.9267102502111971,1,7,22.373095144804093,0
Adobe,Robert Santos,Mobile App Development,2024-03-19,2027-09-03,50926c4c51f367f54a9728cd685903bef9a288349d0142eac609242da0c8d738,0.8488951718751901,652,0.9095658680703959,0.8497170841443272,0.8966918513513709,1,8,28.87166730067574,0
ETH Zurich,Mohammed Chen,Agile Methodology,2025-10-17,2030-09-08,a4d154935f052afd6fd485a525b4293bf679ddf1f7269dfeab394dfc0b785a38,0.988324101807679,75,0.6481291800305247,0.9602917226919624,0.7523434119567025,1,10,2.7793420550305217,0
Google,Barbara Chen,Database Administration,2022-08-25,2025-04-01,3db480e58ad22aec4d5050fadb742ce0c8373be4795aef16718060d1cf7b127e,0.6770030524436857,1224,0.47159834830864167,0.9274531726167183,0.784976270315524,1,6,52.66729952522172,0
Stanford University,Carlos Williams,Machine Learning Fundamentals,2022-12-17,2025-09-09,83859e188276815b40da840c000ea1d09be22feaefdf8b40d431fa04e4d2a4d8,0.8941698505633492,1110,0.8543001814969833,0.8367386577939336,0.9021497269079566,1,5,2.5447936076905955,0
NUS Singapore,Ana Wang,Natural Language Processing,2021-09-28,2026-05-07,07774da688527d2927de6ea1e619b54e7b0b8e8113719d48acf5ed34ed6b32f5,0.9809219917243995,1555,0.8366370085963366,0.9029852064748812,0.844666823124224,1,5,103.67924026928564,0
Salesforce,Patricia Dubois,Digital Marketing,2023-01-16,2027-11-28,a8a7b79386623d3b54e1778366ea0daf147b367df394c6e6d4a3ec9eb4546dcc,0.7164928115797832,1080,0.7767581461035994,0.9343063354573377,0.8603371470255489,1,4,32.392075136617684,0
CompTIA,Linda Rossi,Digital Marketing,2021-01-10,2023-06-19,a69ad082ec1237ba8691bef787bd23df1eac9256572d8cb97b72cace4ec4dfb3,0.7719658254378733,1816,0.7551986945800642,0.9229896878870691,0.6607504575658688,1,4,30.636754614075137,0
CompTIA,Linda Johnson,Agile Methodology,2024-04-09,2027-12-22,f43a3474ac47de542022fbcf92e234fb6801fa9a3bdb1c4c8451354a82c7e79a,0.7921995213032919,631,0.9501442186845178,0.9683982195573185,0.8149382856661466,1,8,167.87511499179158,0
CertForge Academy,Richard Brown,Network Engineering,2025-06-01,2027-02-13,b910e042bfd898b4aa3abcd655adf1b9088332e10e814b8d93a102730f3bc78d,0.0931,213,0.2236,0.8728,0.1233,0,2,153.82,1
Stanford University,John Davis,Full Stack Development,2025-05-22,2029-12-10,3b50a3b3eaebb69b2c4bd2425b685b99b455b9b75b789f87f86cc1ec344adedf,0.9287773550366658,223,0.8598073536773835,0.8882037636265094,0.6986294722073669,1,6,47.7042011813819,0
University of Toronto,Mary White,Machine Learning Fundamentals,2021-07-25,2025-11-08,1b13c1f5686879e7c88741bd19c5c93a8c5e672f62266c4ff3677d4b1c407591,0.6832161005456898,1620,0.9013820564552206,0.9858439919234241,0.9892041566095402,1,6,20.261485336128583,0
ETH Zurich,Joseph Jones,Robotics Engineering,2024-10-30,2028-03-20,ec105c4f07dbf2e2525778a9bc6464e9c940c5c78d9434f17f7f00a6358d4e13,0.6763997944370513,427,0.7510596735881164,0.9517940069510571,,1,5,20.82744220089387,0
Cambridge University,Carlos Taylor,Big Data Analytics,2024-03-10,2027-02-26,51e72a2813f9489715a4e8c5af11ff2ae26a354ce22adcf4f34be7132ac916cd,0.7017226368753898,661,0.8717644782338462,0.8945231531870214,0.7117015472939906,1,8,4.568629613976011,0
Microsoft,Sarah Garcia,Computer Vision,2023-09-17,2028-03-30,812c9a51659bf703cbdd5cdcf2a14c699164f952894cf358ea30c4cdfbc6f920,0.7802559611192215,836,0.9142426107477825,0.9194204347329848,0.9667919879020926,1,5,16.066465107781376,0
Yale University,David Kim,Data Science Professional,2025-07-20,2030-01-12,779999efbffe984a54a5ae29640bdd478f11de6fc736f8e1905e496ff6a2bdd1,0.9165253623542756,164,0.903558246711276,0.929421146031193,0.8152486925838268,1,6,5.668664240576371,0
Oracle,Sophie Brown,Natural Language Processing,2024-12-21,2027-09-01,3b634842314f10aff695343170763b5b4a1055086d85cfaea6cf4885fbbf9d4c,0.6152374624921289,375,0.7885323392197452,0.9861550529630467,0.8930497415504114,1,9,10.218512134005179,0
Yale University,Robert Martin,Cloud Architecture,2024-09-14,2027-07-26,eaf09b49d053162cc13ad7b8eb7c3799b12837ee78b1260cf0c91a00183a7744,0.9454265095021394,473,0.6802173143842732,0.8197942706539811,0.46835404913264833,1,8,39.87623530422427,0
Udemy,Joseph Anderson,Data Engineering,2025-02-25,2026-10-18,c85a18d2534791d07a7495825b1b9854227b6d03e1e925c43400f71defd080ab,0.8102093459337627,309,0.9268119541338551,0.8701013916711174,0.7892109313045483,1,8,33.18214676508852,0
CompTIA,Patricia Kim,Robotics Engineering,2022-03-19,2024-12-23,72141cb457602e9b1c618dea56b589084a9d321975ec98604bdc175545389704,0.1553,1383,,0.721,0.2155,0,1,117.15,1
Stanford University,Patricia Martinez,Business Analytics,2023-04-15,2027-03-24,59164a6424d2c66dd3d867afb85291e3728dfc724f17040ff820507eabf34ae6,0.8779709601949555,991,0.5935133604503128,0.9295652816920619,0.918906656265858,1,6,13.232672948757555,0
MIT,Linda Miller,Database Administration,2022-09-26,2026-01-28,efc255f98c301a82ceec4f10b1081fc75efb5f539d68c27829c233a545be5f16,0.7126231369666138,1192,0.9067998189278292,0.9213500194931076,0.8933250169713861,1,7,38.70083984087846,0
CompTIA,William Thomas,AI & Deep Learning,2021-03-25,2024-02-07,e87cd1ecc7fdcf924539a45b2d03f2eea19c69cec46909f8be44dd7659bc74b5,0.882546903672379,1742,0.8725465184046587,0.8935994890087399,0.9629379695724621,1,6,3.86439177905092,0
Johns Hopkins University,Barbara Williams,Quantum Computing Basics,2025-05-04,2028-01-29,7a835c616b72733f5bda81933af9277331d82ef6c6a54100d5578764f78de6c3,0.7821899632673777,241,0.9461080891173231,0.9779157766044423,0.996725704647397,0,6,19.53243035390835,0
PMI,Sophie Miller,Digital Marketing,2025-08-31,2030-08-24,2dd67cf070896b06fc0c0227933bb66c317fb027fd084e237743ac0c61eb24bc,0.7313113058450265,122,0.7396599747712427,0.8993972172619712,0.847070261470048,1,7,100.02262162804595,0
Adobe,Barbara Harris,Data Science Professional,2023-11-11,2028-07-25,3b2c125d02623210716e53d8d9d948b1cb4ab211920ae57aeb3c21f46727e6a8,0.0368,781,0.45,0.7376,0.5,1,0,15.7,1
IIT Delhi,Patricia Patel,Data Engineering,2024-11-15,2027-07-04,5679f6eae435738b89a30ddbc3f60e71864e4a0850f8eb330f0115446c89b089,0.1614,411,0.1453,0.7104,0.2536,0,0,100.28,1
CertForge Academy,Jessica Kumar,DevOps Engineering,2026-07-13,2026-08-17,0fed16de665566a970edd09e3dd997b3bc5810ca45c848392ca0444c0a9463dd,0.2792,-194,0.2771,0.6865,0.0753,0,2,149.93,1
Oracle,Mohammed Smith,Software Testing,2022-07-17,2025-02-07,467b31fdc3341912636726f2a95c9dd68385c43594ab5b7de2cba8e32ef389a6,0.7111524284007934,1263,0.9311028036418254,0.9216004868504996,0.8332210109042754,1,9,113.60129248422862,0
PMI,Wei Thompson,Software Testing,2023-06-20,2027-04-12,174fe5383810019af5adc8c9bab4a8c03ddcb8355343660ca7d221a159e92725,0.8848447114515865,925,0.8453161572117951,0.8875753620454321,0.8381022665417842,1,5,18.065385634323846,0
NUS Singapore,Mary Kumar,Robotics Engineering,2021-07-14,2025-02-07,75cd66f06c93884f88f01940f70593d1e0cc9fd249a83f13e6e37832c4e15b65,0.804199349615837,1631,0.8821992059200774,0.9819103115664113,0.8276519108981983,1,10,35.32718917223377,0
Microsoft,Priya Patel,Blockchain Development,2022-10-27,2024-08-03,2797e2d2da23f5e9cefa882f3115aeef5a60119eab7743e41ce9b2b99731040a,0.8375078284305277,1161,0.780498927289716,0.9815974866987204,0.8545861556232414,1,8,36.80004876097759,0
MIT,Joseph Dubois,Machine Learning Fundamentals,2024-02-01,2025-03-20,1a4ff2303111eed11fa3b3bee3063a66938ad6013589ae6843d3e490141167b4,0.6732266101819253,699,0.8366001048798448,0.9604245427227432,0.8449279447302657,1,2,44.13560461530939,0
MIT,Ana Kumar,Full Stack Development,2020-09-30,2022-09-03,974c1eca8edb25094a6c5695cfb394f278788f6f93093e936ca7c4bb331ddce7,0.7965544670092249,1918,0.8370101806266012,0.973966254180411,0.9629967279537891,1,6,9.780190106754581,0
Harvard University,Pierre Wang,Data Science Professional,2023-07-27,2027-11-11,18e290cdc0cbc8e893293e7e1d5921abe8eba8a453d24f74740248fe1720421e,0.9392849236270508,888,0.8091398098536887,0.9546391306259077,0.8964054929429741,1,7,36.81101033014013,0
CompTIA,Fatima Kim,Software Testing,2020-09-01,2022-10-31,543c263eb0c8e61bec679285470f95abdc181fa70f948cf6816214aecb9223df,0.9112292561263017,1947,0.8373265986765813,0.8740090458108483,0.9168408388712278,1,3,67.54703593949178,0
CompTIA,Jessica Dubois,Big Data Analytics,2022-07-26,2025-04-05,50850ea2e5adb4989647b8215f787af6b65790c5944fb7518679080b3ff12873,0.8975507966341725,1254,0.9490659770929354,0.8722009041944377,0.9405619769026712,1,12,7.148898198731278,0
Cisco,Mary Jones,Cybersecurity Analyst,2022-06-19,2025-08-21,788826afd429a0cff4e56c346994dc1e698c76a6898dcbdea2244582ca8cc6f3,0.9113554421220365,1291,0.5753117660397542,0.9037216648444578,0.5795414220219984,1,7,8.651408068313865,0
Microsoft,Arun Rossi,Big Data Analytics,2020-10-27,2025-09-03,29b8ace3e0107d14ac89d81f1854bd44ec7bcd0787655d70414e1217366d0db0,0.7985733993443614,1891,0.9542660968069822,0.8561072585114179,0.8172355244694917,1,8,15.978811678386576,0
Stanford University,Jennifer Jones,AI & Deep Learning,2020-11-20,2022-01-13,7e8b5af66bdd53b00131d49ba5552b5c2ca843e7a2fe26acf3e824dbaafd1e77,0.8740476098643825,1867,0.9144061826176205,0.9090219650704963,0.8418081479621263,1,6,23.074664519516652,0
Yale University,Barbara Mueller,Mobile App Development,2021-08-06,2025-10-19,0043bc8a42d782cbcb484802bfb40a46f81a25921a7e6493c50e7787ec7f4bed,0.9218991185343912,1608,,0.9062885054195176,0.85876913856859,1,5,0.8065389664026182,0
Adobe,William Hassan,IoT Development,2023-07-19,2026-01-25,7335e2f804878a80f53c9ba411ef1996d1f1add10a0f739f79ab74d510804815,0.829269663003839,896,0.9094269087670492,0.8895720644454751,0.8780943108493462,1,11,36.07271315858965,0
edX,Sarah Jones,Agile Methodology,2024-10-20,2029-03-30,cf8c8be663631ffe2519e2398d6109c4dcc914015091da7418d844f8bb036e35,0.8839200485377707,437,0.9609961925524555,0.990213231292036,0.861791382299765,1,5,54.04324494097513,0
Coursera,Jessica Jackson,Agile Methodology,2020-02-15,2022-04-29,d4cca072cef5dfa143ff852c94c43c1fda76128da0092d02ade3ab220997c090,0.8969197958257997,2146,0.6144549870530461,0.963259411631782,0.9438123736036357,1,4,5.678617538687553,0
Salesforce,Pierre Wang,Machine Learning Fundamentals,2023-02-02,2027-06-03,126f87b05817dbbfce517f43e8514950ee156c383b41d0e1ba9799441cff7c1d,0.8278828122492153,1063,,1.0,0.9729337159782798,1,6,36.715300055908315,0
PMI,Ana Jackson,Machine Learning Fundamentals,2024-03-03,2026-11-05,2d686bf365caa3d553ed6fc9d4ca178cc68ee7210622976a6ac20ecda25feb95,0.5891025926595809,668,0.9313027473451636,0.8654061455157334,0.7155694535391102,1,8,19.254009606460297,0
IIT Delhi,Elizabeth Johnson,Network Engineering,2025-03-01,2026-04-12,3eb5b2f9db3c06b4efffd90625ac55f165463041ca6071f4cb972b298d1df632,0.9382020957702507,305,0.9763967721030624,0.9240599511960997,0.8446296917457996,1,8,10.564716975951198,0
Salesforce,James Mueller,Business Analytics,2025-02-12,2029-06-07,5488d1890008d24a2647c920f19c93ebf1e0a1d398b12143957dd46339559864,0.7360256911480907,322,0.8898532059411,0.952685960491188,0.7696318625645563,1,6,6.649858299564697,0
Salesforce,Ana Davis,AI & Deep Learning,2024-03-03,2027-07-06,12e79032c99e0dc5a5fd669fc8ab18b6ba05d8e4ce50358f6e860fd91d20b6e8,0.7059059886781635,668,0.861781639534977,0.8620942999079784,0.9623634020063616,1,4,31.339033624979727,0
University of Toronto,Barbara Wang,Mobile App Development,2024-08-04,2029-06-16,afab10becea5f1cd64583861d94d65ced8d22d175dbc0c418d179f7e7d9a9a4f,0.9644002053437588,514,0.832055711009397,1.0,0.9817949955819235,1,3,26.17594484728748,0
University of Toronto,Thomas Ali,Computer Vision,2024-05-04,2029-01-06,462642c6c2bf5aaea467ddf9b7ac42efe843bdcd402ff44e20246b8abddef2d7,0.8601867844195831,606,0.8683696780058153,0.9846923368103709,0.9678780317514294,0,7,18.958916078866785,0
CompTIA,Ana Wang,UI/UX Design,2023-11-25,2027-03-15,a2b32bc10a2aacc62d42152e20052a0d2363cef7b30d2adef4120b36fbfd2d5d,0.8253592728960524,767,0.6556056298448372,0.9196919413548174,0.8080574019626301,1,7,12.798030300707104,0
University of Oxford,William Rossi,Database Administration,2025-12-06,2030-08-12,f172d50ee69d4b79b117b75e87ded810d2fb2809bac84dff4310b7a955b44523,0.9420346589665056,25,0.8323174022030753,0.9020693762900376,0.6723683293313965,1,6,55.18422784062054,0
CompTIA,Yuki Kumar,DevOps Engineering,2024-08-10,2027-02-03,a8705a7cc5823f82dd54ae6acfe19b4bfb1b6c76f24c5fc787c5140ef397628c,0.8660041511217965,508,0.8824386023766659,0.886997964861909,0.927101293755977,1,12,56.79893351345071,0
TU Munich,Arun Jones,DevOps Engineering,2021-08-18,2026-04-27,6772440412f001728daba6c1923ea644c08320f669fc103356279766410c7702,0.8603731066451968,1596,0.9108551969928047,0.8587249969722274,0.8570854841815881,1,5,6.788057168962183,0
FakeUniversity123,Arun Mueller,DevOps Engineering,2021-04-23,2024-08-24,734c0cc4fb129f9b8bfdf086155dd72c8ce80da6107b1fcbf9d91ac69cc81ad7,0.0931,1713,0.0843,0.708,0.1319,0,0,119.54,1
Salesforce,Arun White,Big Data Analytics,2021-03-27,2023-11-09,55d765e9644673f6e41dd1f7eb3fc914391417c4d9a0e78c16977abd92da5aca,0.8103789968476318,1740,0.855654453839007,0.8467293542091198,0.9038465938843453,1,5,28.811083500618313,0
Adobe,Yuki Brown,Quantum Computing Basics,2024-06-25,2028-05-01,9537d0474211267eef296390ec098347bc1671207d0de6d60f0393e0b0e0bde6,0.8282779563815574,554,0.654679115738153,0.9044835555102382,0.936329965102385,1,6,64.67158835484419,0
AWS,David Santos,Mobile App Development,2023-08-06,2026-09-03,caa5bf7290a809cb2111127e5bcecb2b5e7b6aebc7af26e39940ccf6d92fcc30,0.6274419741854231,878,,0.9860553857327207,0.9111474879312236,1,5,32.832161430045126,0
Harvard University,Joseph Anderson,Machine Learning Fundamentals,2024-03-10,2025-11-23,b151c99a9713df9a3d3ce770e772e62614c3425024f911a27c6826d648cd3259,0.9152022038902554,661,0.8316816631512521,0.8568019774359878,0.85265702481959,1,7,37.54940748482302,0
Johns Hopkins University,Susan Davis,Big Data Analytics,2025-05-31,2028-08-16,ab2c259cf944ac6b824f158dd851b473529c067a0a29ef643d4e218217d6b4d3,0.7259857260894453,214,0.6229929541091019,0.8437391899027666,0.7512750196601837,1,5,42.3216287294523,0
Cisco,Robert Hassan,Robotics Engineering,2022-05-27,2025-10-15,9358afb5f2795965393409e69e6ad425ca37abb0c0cad5af897c2caf9390834f,0.8185847648228184,1314,0.9089552828338684,0.9830095701186976,,1,6,9.9448129385436,0
PMI,David Anderson,Cloud Architecture,2024-02-07,2025-06-25,539aa3aef129e0c3915cac4a53c96fcc8995537923924bba693124848e9b9eef,0.7210905131338383,693,0.9185661996524173,0.9223767235211653,0.8868443572820328,1,4,15.833903318063488,0
Microsoft,Michael Anderson,Machine Learning Fundamentals,2024-06-16,2028-10-28,724bdbd77c9ec5b73b48cdf3923b00cf2a3abc79f2521e03a5b095ef2d46640b,0.861618778778886,563,0.8793419137713044,0.8797636101971553,0.8016449741963111,1,5,62.45567665346097,0
Adobe,John Garcia,Computer Vision,2022-01-12,2023-05-16,900f7388eb0e5b54f487e54336cdf438e2dd5e649cf9ab77b5284531120cf534,0.7789902607563398,1449,0.886511357136794,0.996791409331528,0.8834712088222008,1,3,51.813516892160386,0
Microsoft,Robert Anderson,Data Science Professional,2025-11-26,2027-02-13,40c37f8a90243747f77e063f10763bdc2e2aa8852debe072fcddfd50b1918829,0.5415306599978007,35,0.7670211400106596,0.9998424438855044,0.8999601593848299,1,4,19.70934246556931,0
TU Munich,Jennifer Kumar,DevOps Engineering,2020-02-25,2023-05-17,72fc4ef8017792ea3bbbf79e68c6375cfbb53a6934d0a6d1ecdc1f44e79ea2a9,0.9193699693694329,2136,0.801204501600655,0.8981376355350921,0.9205924552750494,1,8,26.26695616417147,0
edX,Wei Jones,Network Engineering,2021-12-12,2026-05-30,43e4a72fc473f6a13513a0c5886d84e12f584a3ac143d164fb3d1a8edf6979fb,0.647870686100714,1480,0.7533928259703688,0.8991415106753862,0.967869043380554,1,7,43.611323497374684,0
CertForge Academy,Wei Wang,UI/UX Design,2024-07-27,2026-01-31,c8af17f1b10d4032346c0f86bd62d9328c7985f076be177e8ef4defc9653ca78,0.2659,522,0.3714,0.4646,0.1818,0,0,41.65,1
Udemy,Barbara Dubois,Machine Learning Fundamentals,2025-02-25,2025-04-21,8105a16ae578,0.0786,309,0.2281,0.7377,0.2832,0,0,40.58,1
IBM,Elizabeth Chen,Digital Marketing,2022-12-15,2024-04-24,f5e30a94b15f0e7ec515209769d955f214f5c31fb04dc1462c608f90dccb0ad1,0.9342229978565272,1112,0.9076209021895866,0.9485098527761595,0.9122714127593256,1,6,5.463265780930809,0
Udemy,Wei Mueller,Big Data Analytics,2021-09-18,2024-09-12,773b2737bcfbb42c3c21de3200403c85f4981e4037d8e07602dfe172a7046151,0.8569489326658429,1565,0.6816107815252432,0.869080606820544,0.8237267298575748,1,4,3.2185123113740373,0
Stanford University,Pierre Ali,Data Engineering,2020-08-25,2022-07-29,48323e0a13a163c441281cbabb11a36759c7390db2657f1330813d9550c2f872,0.8357979516501693,1954,0.9627199332242792,0.9008963478122606,0.8302247917596401,1,8,41.93142005380328,0
NUS Singapore,Jessica Kim,AI & Deep Learning,2024-12-17,2028-06-22,21b45f04f24c5751aeeb7d475b75078165c0d5bc7a312a7940e024bbe3f97979,0.6947005818169311,379,0.77577710936952,0.9280352070502019,0.8411482648829126,1,5,146.05790594594293,0
Udemy,Ana Williams,Machine Learning Fundamentals,2025-10-09,2029-01-28,c79096aacc4ce30693adcf8245a5ae419dc29ec04dc83def89cee15fd9f93c6d,0.8454210228355612,83,0.8345413139343839,0.945138280865144,0.810741788708118,1,6,64.23526017287539,0
University of Toronto,James Kumar,Big Data Analytics,2024-05-16,2028-08-05,2cbcdbda6b8c82a09b512eb7e9facc5d0377db06d1ac6f4433d1dc8d83e71402,0.6273624157319049,594,0.966578970266304,0.9813033416715754,0.8692317644921206,1,6,16.10444370287351,0
CompTIA,William Davis,Quantum Computing Basics,2025-07-25,2029-11-30,67a3a4746502be090ad33cfe8bd6da6ab65225aedf118c43d3f273c7741df6c1,0.6885627509171698,159,0.8988889611336166,0.9152080765362468,0.9476291137201664,1,12,12.9553312636061,0
IBM,Michael Rossi,UI/UX Design,2022-04-27,2025-04-10,a5aa9b029378715dcbd5e6301b5ee1f79cceb4390b592cd712fc8c72239dc43b,0.7224591560816912,1344,,0.9849489942944887,0.9763053891771878,1,5,36.317047181102524,0
ETH Zurich,Arun Smith,DevOps Engineering,2023-10-04,2027-02-07,7bff03d4c899c3001f9b4f6c2cdc13db260f6caa9bdeae506c7983f913acd58d,0.72477627980537,819,0.983538475133862,0.9183433457230032,0.93870010943748,1,2,23.261654810798735,0
Cambridge University,Sarah Garcia,Mobile App Development,2025-01-10,2027-01-19,6f5817c7e4a069fa9fb1a65606722e571e398418fb3910eaf711014cda1efc90,0.8543128385667,355,0.7460872835678923,0.9126841645833297,0.9666527897904457,1,7,72.71116564547529,0
TU Munich,Sarah Mueller,Business Analytics,2023-11-06,2028-07-08,0e9f9bc8a4f53ea16acd0976032c77f189fe3869a1d1e161f15d59d10e5ae7ca,0.6162531072857687,786,0.7973815802512686,0.9407193556609966,0.7240767541504722,1,9,4.262476427402211,0
edX,Yuki Chen,Machine Learning Fundamentals,2022-06-22,2025-05-17,f9eb874d940b2f51c4fa56a7c940e4bb6933b8f0d3373e0db425c091d745619a,0.7105420730726835,1288,0.9249090131571809,0.9339564073922131,0.8558238268558636,1,3,9.710637188121133,0
TU Munich,Linda Garcia,Database Administration,2023-04-09,2028-02-28,f40b928f246c7c6771f5e8929daef684bc9697aaebacc96473c2ed97d30f303e,0.9164471359888695,997,0.9956653593105075,0.9990760688992186,0.8679269350654906,1,9,24.101346055003347,0
CompTIA,Karen Tanaka,Data Science Professional,2025-10-02,2030-02-27,a8dc6b58efae4e266b0c0db5bc647bea8633e320ca87fad8601c846882d5298b,0.9040410195150123,90,0.8276492214100577,0.7950020344698092,0.6084325135974918,1,7,49.84476093920803,0
Microsoft,Michael Rossi,UI/UX Design,2020-08-26,2024-09-27,b619baad82f6bab565df63071505cedb50424d67732123886061beebdf11a341,0.7908840576431645,1953,0.9154126297600286,0.785639137149226,0.9252248670226376,1,5,44.03595380127583,0
Salesforce,Mohammed Jones,AI & Deep Learning,2025-11-26,2029-04-10,76ec862a1662c79983791579f13c9eb5dcffb9610bf814100cd76f45807bcb90,0.8233997926620218,35,0.9291305583121745,0.928486025534537,0.9942183483759266,1,2,19.701194967164817,0
MIT,Robert Martin,Blockchain Development,2024-01-26,2025-06-05,604127c25d08adc2dc132c56255a39f7fcd811ba9999ee3a1184b277bda37a7d,0.9273307718883549,705,0.984867399518607,0.9326853359745907,0.939733091429723,1,8,30.68983891252298,0
University of Oxford,Priya Taylor,UI/UX Design,2021-07-23,2026-05-12,04413b96fbbe8466ca5edf21e0d3d1fcccd3a0c6b92fb13922f261f0388824c2,0.7470747159228005,1622,0.7846604373811091,0.8714603184247931,0.9092999255387572,1,2,24.413231939096498,0
AWS,Barbara Kim,Agile Methodology,2024-02-19,2028-10-22,4ffa7b3a7a6547bf944586ed048580e1bec531b540145456b4425bfa8c8658f8,0.8901799370476933,681,0.8396623752883196,0.9209843497375138,0.9329419275508096,0,5,7.034630717010289,0
CompTIA,Carlos Rodriguez,Project Management Professional,2024-01-06,2027-08-30,d66bf37ddaaeba86669cac04212627cd2a390e65bd8c3bb856d0e334197eb47a,0.7354708261569157,725,0.9428877544851129,0.926590886629836,0.9846894722879012,1,4,3.9990165890553286,0
Adobe,Christopher Martinez,DevOps Engineering,2022-07-30,2025-11-30,a1f5dbb7db503e232823ed723c6b5405d5bb648cf2c440f618668c064ddd2107,0.8756544221977782,1250,0.99769772967676,0.8651190379918009,0.8916283273925599,1,4,4.222650156963967,0
Stanford University,Thomas Garcia,Big Data Analytics,2021-05-03,2024-11-21,531bde2375f1040e8ba6b2052fd5e52208772dcd404806d66811100435977910,0.6962814657287958,1703,0.755490441820346,0.9727640918501317,0.929901212755707,1,6,102.29813265137723,0
IBM,Richard Thompson,Database Administration,2023-02-23,2025-02-26,43623bacaa8ef423751274b401c6c654054f3c027849cbbcda7cb195bb6f5064,0.9206670848873586,1042,0.919266774076251,0.9299892562542413,0.9219092531834053,1,7,10.879759045714582,0
University of Toronto,Jennifer Rossi,Quantum Computing Basics,2024-07-13,2025-11-27,9204911351314ae771a7b4a4d85078fbcb5b4f04163ba748194488e31d646f05,0.8298572206599406,536,0.87784909130025,0.9344396878311452,0.9594470914315593,1,2,7.25945542727347,0
CompTIA,Linda Rodriguez,UI/UX Design,2022-02-14,2025-11-26,d6dbf8be1da5c16b95a335832f745f53df36378778f8acbdc13c2997c342272d,0.862958336646109,1416,0.9095376635341005,0.9031097940518873,0.9501502011417411,1,6,38.319495656253025,0
Adobe,Thomas Tanaka,UI/UX Design,2020-03-17,2022-01-06,e622e5ef78e9d9bda2bab8d529426971951eec5fd2a2919bef5ae6738656c323,0.7945682491771751,2115,0.9400059354138657,0.9415369966990926,0.7309901620250208,1,9,12.539010783927779,0
Coursera,Sophie Kumar,Agile Methodology,2021-04-19,2023-11-10,c99df9c0a0d47b0e97af140e021d546ad11db9e26855247e6ec52af367784d61,0.8183857673641008,1717,0.7711571061503139,0.9522559527684313,0.948328195977613,1,5,2.1935464725384493,0
MIT,Christopher Williams,AI & Deep Learning,2022-06-30,2024-01-20,f1ae0e7921557afa2dc99a4afadf30906e56cf72ca719548966fd8d775a72183,0.6711344963768029,1280,0.7443252045336091,1.0,0.933702388834983,1,7,43.033327429862084,0
University of Oxford,Arun Patel,Full Stack Development,2022-10-17,2026-09-29,d7364aa4bd204f74c111955b55eb8ae5b893c3f2804eca57ded756e7f9030fa8,0.9147787828854768,1171,0.8239905188593923,0.8945341263655855,0.6736300002959493,1,6,38.46562788281811,0
Johns Hopkins University,Barbara Rodriguez,Network Engineering,2022-07-29,2024-04-17,717bcbbba71eb59b09db9451ae024ebc54a29c38572c405bbfc6875b87ce5dff,0.8414871493019532,1251,0.9989420965780625,0.9419027151111189,0.9240205254914421,1,7,1.2609596523130937,0
edX,Susan Hassan,Full Stack Development,2024-12-31,2027-06-14,e54d3dbdb1f50be055fc5426cd3a88151ea901b3b66f1552c337b3f8cc1c92b9,0.896562023397579,365,0.6355654887703263,0.8578889962848242,0.9095423872293003,1,5,3.2418067076872856,0
MIT,Patricia Kim,Mobile App Development,2023-12-13,2028-02-07,432aee572e0e2363be129f12ae40432fdd266b0512d054c0bbea885432ba009b,0.9749614497697928,749,0.8506662852349635,0.9551283501621449,0.9518624315869241,1,8,16.39549094407848,0
TU Munich,Susan Rossi,Big Data Analytics,2022-11-08,2026-07-26,a38630d9c8968e8754c48522a6ad90ec4220e85bf9fa1668fdbfd0aefacc96bf,0.9475459544869701,1149,0.8205089656342724,0.9355450670675136,0.9475381319764552,1,8,86.17429960647738,0
PMI,Linda Johnson,Data Engineering,2020-11-22,2022-12-07,0d188f533113465920bf92f74fc5855ad9ac90ff600b5067b9a7084cb5863ec0,0.6156365295084547,1865,0.6566300984379281,0.89658978105408,0.8442705406875021,1,5,38.965793802429125,0
Oracle,Karen Chen,Big Data Analytics,2024-06-27,2028-02-11,f21df75dfb8e51076e03f4c4812593d06f7ce9a5360755e988f4e9bcadcc4e72,0.9238559037842271,552,0.9138650951066087,1.0,0.9078281167713876,1,4,30.323663199395597,0
Johns Hopkins University,John Kumar,Natural Language Processing,2020-06-28,2024-07-30,b37f71574f3a81eb43c85ee7bed70dbeb22470b0d0d99cc3aab058d7b0043836,0.9334790387688926,2012,0.9638059610489456,0.9398520034607912,0.9471270082095813,1,5,6.209753531788941,0
Johns Hopkins University,Elizabeth Hassan,Data Science Professional,2020-10-26,2024-05-13,02ffc148,0.1649,1892,0.477,0.63,0.1104,0,2,22.1,1
TU Munich,Michael Patel,Natural Language Processing,2021-10-06,2024-03-23,6295f2104dc8426a248924624fffe5316756651f30d356ed98ed5016a51d7854,0.8760281924457178,1547,0.9617324624998436,0.9223519345944203,0.8355889469123364,1,4,116.96349759331284,0
MIT,Ana Rossi,Cloud Architecture,2023-10-14,2025-07-20,1e7f53a14cfe8d974da931867fb351dd8c19ffd91b992ef8bfcf4c6bac2b0f3a,0.8064293383033851,809,0.5823114489018676,0.952621633985413,,0,6,37.21439530495415,0
Cambridge University,Jennifer Garcia,AI & Deep Learning,2022-06-03,2025-03-22,8099f532a0c019fa2503ed924c6d9001dd2271795f716ba38c4bffb73b37814b,0.8935679996876789,1307,0.8451581674980414,0.9266392774635233,0.9284905268842931,1,7,49.65206967114031,0
University of Toronto,Richard Kim,Computer Vision,2020-02-12,2022-04-23,70a9d974da7325e7a477b2aff751b693f23e34f45afb9e483fcdfd867307435c,0.9063976337311849,2149,0.7357129563323834,0.9058892608236858,0.9701228313115428,0,2,0.7552788050517704,0
University of Toronto,Sophie Rodriguez,Mobile App Development,2021-11-30,2025-07-01,176f7f7d6367132f17596926cb139ab50ef83e76e3afd9d7f1a15559292a5013,0.7777961640435329,1492,0.5663378366471779,,0.9706637132703864,0,4,22.269088639776825,0
PMI,James Kumar,Blockchain Development,2021-09-07,2025-11-20,a5cd89a1bb31040ef931f3ead2c366977a1e631c21be24638830ad9d72d45ffe,0.9474826099015652,1576,0.9714857496517318,0.8319468526270051,0.9735870059006397,1,10,3.8152306144697734,0
Udemy,Thomas Harris,Data Engineering,2023-06-28,2026-05-18,494812c6ed12f42f029857eb47cfe0b9d90dd1d6b57857f346c3ef3d6c964703,0.7807278282285927,917,0.8377482402087393,0.816073552839969,0.8984867656668204,0,5,34.14125625746003,0
CompTIA,Michael Martin,Cloud Architecture,2020-04-01,2024-11-10,6e4000d14a2f659fd221cd5170be53c2dc0a7a51719fc196bd0ee598a7d2140a,0.8811663504360663,2100,0.8987218719062456,0.9168970139436148,0.9449150174218954,1,4,134.83350255411207,0
Oracle,Jennifer White,Natural Language Processing,2022-12-11,2027-06-28,5f6a12c512f51b2b24f03d040559231300caa3aee5f0f06ddddda7d90f2c3f5a,0.7588713868847767,1116,0.90320335021966,0.9240081626791221,0.8748091930944665,1,8,63.682222146960385,0
ETH Zurich,Elizabeth Thompson,Natural Language Processing,2020-03-18,2021-09-06,6a6a5be2aa51c91517bd188ef6f030d458ddd0eaea456761e95c0851ea5cf90b,0.8358691995259573,2114,0.6381564589444992,1.0,0.9757801541663881,1,7,67.68193456936457,0
DiplomaMill Online,Ana Davis,Database Administration,2025-05-05,2028-03-12,e17a055f4eab1329ff07bf2b6b52cb161a405213a6dd641088f360b002ea3d84,0.0931,240,0.5197,0.4781,0.5,0,0,36.74,1
edX,Karen Brown,Network Engineering,2020-03-23,2022-09-19,18f15148dbc4d8128a772ea7b6334a7fc29cb3dddfba2ac787a18097b41890d9,0.8143982404331451,2109,,0.9687171327663003,0.8564884539250028,1,5,2.7273338212109364,0
edX,Jennifer Thomas,Cybersecurity Analyst,2020-04-16,2021-12-11,695f7f4433e99edc51122a301e1f7c80c842c8272ff49ad79a681d34421a3aad,0.7425476092676488,2085,0.9359957290654296,0.9132219943836901,0.9292746222345953,1,3,8.220362046277558,0
Adobe,Patricia Hassan,Big Data Analytics,2022-10-24,2026-10-13,1b06e32d091867835af54c2b081abea68fe0803352f48252a751a61056785184,0.5761516182823097,1164,0.9396180080284671,0.8790664371570813,0.7223980850999348,0,3,20.585531296760145,0
Coursera,Susan Jones,Machine Learning Fundamentals,2025-01-01,2029-08-12,2aaa6c5785ecb4527820c4db40abb80afc97b9bbed95a50f65ff0edae13396a3,0.9622885423574571,364,0.9515279097076729,0.9456480744900807,0.7759729757983348,1,11,61.67561665331409,0
CompTIA,Jessica Anderson,Robotics Engineering,2020-03-15,2024-09-11,0d3b8cd0e997a27eeda2535cce435fbc878ef6676dec87b36ddc78d72ed37611,0.5968678577593275,2117,0.9075328923856885,0.9423948140688255,0.9209523467956678,1,7,38.56920025605051,0
Salesforce,Sophie Thomas,Mobile App Development,2024-03-08,2028-12-09,2d6c93eddec39f3d4a090b3938fc09ed4a4b40c0dcf91b5c641783493ed69e1f,0.7931175394164168,663,0.9423042278131882,,0.7098347886532821,1,5,103.03787683254619,0
University of Oxford,Karen Hassan,Database Administration,2025-05-03,2029-10-28,dd4622fe6a6845c781b78d924ed3d387358d5e21e7709e8aaadc75c40596a3e1,0.9193070834814265,242,0.9342382099228317,1.0,0.8376790507073436,1,7,76.90302618940105,0
ETH Zurich,David Tanaka,Data Science Professional,2023-08-06,2025-01-12,cc8208e367651278b8fd8e03767787b35a9d891841a5db935784c20f5e88a771,0.9118167076562091,878,0.8911244822152112,0.928930359605945,0.9342225820305916,1,4,57.443058230937304,0
Johns Hopkins University,Pierre Thomas,Business Analytics,2023-01-04,2026-12-13,8893e30fd083968187d5c31cad55cec91687499d90ef4637f5ea8921cf668cc5,0.928102700390181,1092,0.972717135193674,0.954696161659563,0.8900996279124008,1,7,4.215121759072007,0
edX,Robert Harris,Business Analytics,2020-04-21,2024-07-27,55105b80a2996138181c7b72e92adc73cc63d510dc4bd45c3ed08dff4fd4e5a4,0.7849106485567309,2080,0.8995671769723557,0.8698442405313568,0.9630869836281891,1,6,88.67280725329582,0
Yale University,Fatima Williams,Natural Language Processing,2021-07-02,2023-09-05,ffafaf9b368e3402cea021582caf6dba882a5b322de3d3faa68dced4bcdd8070,0.8838108317353461,1643,0.9529904694138042,0.9064433176410989,0.9725724460875869,1,5,6.886265567718435,0
AWS,Arun Rodriguez,Software Testing,2020-07-23,2023-02-17,74cc5113837f59494ef55cd57f494887c9146daabae382193e91a2146cc52623,0.6451746694935258,1987,0.9478126750202497,0.9903087798905299,0.9538609605100078,1,6,27.897612421015268,0
Cisco,Susan Martinez,Data Engineering,2022-03-06,2023-10-05,0bd4111aa17c7feb2a0fbdd3af5b6ff6379b8a46e13611070774699dc4d8ac69,0.47584224259109853,1396,0.9065142876919429,0.8906672878834181,0.7988657709367052,1,10,52.072222175262254,0
Microsoft,Sarah Hassan,Digital Marketing,2022-10-21,2027-06-28,54325d8a8be78cc31ba454e80be7c2ceccd360e314cad849047d669727d68fe8,0.7889475939535665,1167,0.8985005176077838,0.9229112492517896,0.9685566481005683,1,8,12.843359321706764,0
NUS Singapore,Susan Davis,Blockchain Development,2024-12-10,2028-05-08,20ff98495139d041d63f6da5814784245303dfda445377f5945214883526358a,0.252,386,0.3483,0.8783,0.1068,1,1,24.22,1
AWS,Barbara Kim,AI & Deep Learning,2020-07-23,2022-12-07,4763469b99eea01538db613eca6453976fb0d2fbb1668017e2696f204b45aa6b,0.5428353039785662,1987,0.8665218721676978,0.8741909311018778,0.9737226239790223,1,5,24.49800658393232,0
ETH Zurich,Christopher Martinez,Database Administration,2023-04-08,2025-05-06,611e8cd6fb4943bc7d0a69500a0c729fb90edf99e51cda3af8077203449ca152,0.8799885150386307,998,0.971134924193296,0.9337372438446849,,1,7,1.2478158484148478,0
edX,Jennifer Anderson,AI & Deep Learning,2023-04-15,2026-11-25,ba4857839f68afad1c35336a70e783ce644e80aee536d6f288e789d8dfc554f3,0.7663810370362195,991,0.6631727846460483,0.9643531648304794,0.8458435149122471,1,5,21.67681593550132,0
DiplomaMill Online,Arun Wang,Quantum Computing Basics,2026-08-21,2030-05-31,47c5fbaa45633204dd92d14cf88d299a4918f150dc154b93d282dea518376ac0,0.2119,-233,0.1211,0.7569,0.0719,1,4,2.01,1
CompTIA,Barbara White,UI/UX Design,2023-09-21,2025-11-16,330d4a7a1304bf379f497f9f46577c479e30ed56d5eed5831fd6449c05ee1c95,0.8387433205766724,832,0.9988780577813446,0.978126206645072,0.8085839410443744,1,2,8.520433595804215,0
CompTIA,Sarah Miller,Digital Marketing,2022-03-04,2025-08-09,5dece0e149f6dbc0d87e3958f6cda1e8347edaa3d81415b8a537cf342ce661a9,0.8861614909842661,1398,0.757838669598359,1.0,0.7381502936279064,1,6,6.651834340399992,0
Columbia University,Robert Jackson,Robotics Engineering,2022-04-30,2023-08-13,cef6f6297ddd77d693a170c83f7ec38a59b7749a9bc4c47cc45e4043a1991946,0.933709538391312,1341,0.8702478686297683,0.757992816876611,0.7805068235948898,1,5,15.473036227390596,0
Cisco,Ana Hassan,Data Engineering,2020-05-09,2021-08-22,b38b0760a32c2e70ed9e14f5794a2f4d37ae8c7fec9439e74502809cf479f11a,0.9591685035875788,2062,0.8785508178890303,0.9061649490033077,0.8876842616422506,1,5,116.0903593278974,0
Adobe,Christopher Kim,Data Engineering,2024-11-27,2026-11-16,8cf184d6abd0acde91fc3fbc6eeb5019b4a530711912b32feb244aeab555c4ff,0.7997924219512557,399,0.8102002479358899,0.8546298856552962,0.9457551707702757,1,7,176.36648552641248,0
CompTIA,Pierre Ali,IoT Development,2025-09-19,2029-03-10,c10dcbf1cb14a892e3cf7f16dea6eb5760e7b91d4c4763d8c61f02cbd9f76ec5,0.7710705761794675,103,0.9331308651025739,0.9111528813175588,0.580241788186809,1,9,64.0750788386729,0
PMI,Susan White,Database Administration,2023-12-12,2026-03-17,a47083cb5e68a668f0865c7e42e385728a2cbf50acd0905652dc20d22400bd60,0.8249315056190574,750,0.6775321175111336,0.8750090708061479,0.9904493920166718,1,10,5.679740112837288,0
Cisco,Carlos Mueller,DevOps Engineering,2020-04-27,2023-04-03,f32fba1763ec5161cce20bbb05a3e84f6c9944830efaa776145c16e85dff440f,0.9649196831661695,2074,0.8997211893897097,0.9725618393690437,0.7338055753942049,1,2,26.666347741309384,0
InstaDegree Corp,William Chen,Network Engineering,2020-11-27,2023-01-07,9b2dfb21cf1eb96526c58d64ac938ca71d8c3d521c0ece346f9d5e853fd4f35a,0.2239,1860,0.6577,0.6644,0.539,0,0,38.27,1
Google,James Dubois,UI/UX Design,2020-12-24,2022-09-04,add1e99cdb2874e6849de9aefb7b0f3dbd8cbcc34017ef83ab98f3281e7ea5b9,0.9311249165782779,1833,0.7762804943443768,0.9237081754625924,0.9498901088864917,1,7,31.394984119676145,0
MIT,Karen Rodriguez,Database Administration,2020-05-22,2023-06-02,ede9f4b073d9e52a27d5aa6ad4bf3459854bbf2e2aeeb92466b8b979d1ca2143,0.7902764300995022,2049,0.9435663336271451,0.9209407822380414,0.9213307436737802,1,3,20.667368051053046,0
Cisco,Patricia Ali,Network Engineering,2021-07-21,2023-10-13,17d02aeb52769100e45eea7a519ec9633212d487980b633f2c945da4838f1fe4,0.860350046451603,1624,0.9908765241258617,0.947587424261135,,1,8,40.24433612375131,0
Stanford University,Arun White,Computer Vision,2021-05-07,2022-08-14,759d69cba42228b52a0c2b903b622163089113adfdd99866013670eb6dee6325,0.9702613471064188,1699,0.6338275652144039,0.9412855530615182,0.9905947357560634,1,3,32.75298374407656,0
TU Munich,Sophie Davis,Digital Marketing,2022-10-25,2026-03-11,866609ee3764ee2cb711f5a25ea3a50df0062aa52b7af73b8d8f882edd3d6f9e,0.7742762385032922,1163,0.800664361774144,0.8416549295795417,0.9441674331782071,1,6,10.213967488205723,0
Stanford University,John Santos,Digital Marketing,2021-01-20,2022-10-09,0d85fa8bf5c8ca4e04eb497e0f8628c7c886b9db8813068aa8954aac01068850,0.7952819770009127,1806,0.9212328060874905,0.9761430099403391,0.668884633828317,1,7,37.818756816773735,0
ETH Zurich,Michael Brown,Machine Learning Fundamentals,2024-10-23,2026-10-14,52f57d68a702f3c0d3ee8de29f1a4569c97cebc03ec40d81ecfb33c7a5768fab,0.9691384195747585,434,0.9822087617530123,0.8709245674476025,0.9130838926021677,1,10,2.1565246590947105,0
QuickCert Ltd,Mary Smith,IoT Development,2026-08-19,2029-10-23,5431d4e8faf4dd0ba7223e572dd189d65eacbd7218675f08054cdf29b3feab67,0.1215,-231,,0.6167,0.224,0,0,25.94,1
edX,Karen Anderson,IoT Development,2024-06-11,2026-01-23,33597e2ddceb36e36e053e67bc2ab2f0c9b25258b3dc37056d55015b015c68fe,0.9275462133515574,568,0.8382960927886355,0.8120877158403725,0.960770258090931,1,6,10.881838355062895,0
Udemy,Wei Kim,Agile Methodology,2021-11-17,2023-06-25,6ece1778f81b357af85d37d925699dc624bf371df487c1e5035bb95f6e154a36,0.8345784716574804,1505,0.8042576228937671,0.9179659482476875,0.9554727570636838,1,3,23.249808064904737,0
Udemy,Karen Tanaka,UI/UX Design,2024-08-23,2026-03-05,765178cf3d52287fd21248ca24f06ab7cd9591f5aa1671672f276e7e71f8bf30,0.7634614623249372,495,0.8164885696054383,0.9220054192675405,0.8214973145615394,1,8,11.69659276654914,0
IIT Delhi,Barbara Davis,Machine Learning Fundamentals,2024-02-02,2028-11-08,3256e83a79062cf254204fed1ad4e411353ba1f2cf7724e7a958f1694fc21564,0.7136577891422469,698,0.5757219897512069,0.894264557404591,0.9367195616258397,1,8,20.37519720308837,0
MIT,Robert White,Network Engineering,2025-07-17,2030-04-22,aa7e7d88d8c7bd248532c65939ee113ec26a3547f825ed201acd95e0a3c746ae,0.6933950144597582,167,0.8954485664039292,0.8362494801494698,0.8844654007034088,1,7,32.27970676684856,0
TU Munich,Wei Tanaka,Natural Language Processing,2025-11-01,2027-10-14,3024e8754559c11e3b3cfbe2a1afbdf1edc9162186892ce2b04fe615d909a1c2,0.8347844537790743,60,0.946010489868567,0.9268343426095017,0.37552204793953997,1,7,24.784474282494912,0
Johns Hopkins University,Mohammed Thompson,Project Management Professional,2023-04-27,2026-09-14,a80ca4e899408b996dc46cc719a7844346ab8043b7f31e9c10e2d6de7e02cd12,0.9158218532038371,979,0.8945108405540548,0.9427586518262717,0.8774939878443467,1,4,24.643697420213982,0
AWS,Mary Davis,Software Testing,2020-12-03,2024-07-25,26c33f2e23209bd35c824991a07dea3478b0e65ae7f1eb1adb70c5ee7bd3cfcb,0.865958128674401,1854,0.933904204567026,0.9093309459834099,0.9742851129792215,1,7,26.73881791104084,0
IIT Delhi,Michael Mueller,UI/UX Design,2024-05-28,2029-02-20,fe5bd810ad3f62328e4c230fbd287aee6230d34d1f730de49eb5163c6bc84de6,0.9195894609586169,582,,0.8876629017691007,0.8554842688398289,1,7,0.8137303754705514,0
Harvard University,Patricia Garcia,IoT Development,2022-02-11,2025-03-05,50ed2dc6213b53b21e3c22f7abf670bd9a21f11d4c9526ef7aaa22abe414a8c5,0.9052119074463172,1419,0.7056131701301706,0.8633860435227553,0.945134888181581,1,7,16.075620716109285,0
Columbia University,Arun Smith,Digital Marketing,2024-06-30,2028-07-07,46f8a3924323a109c2d154d0281f26eb7828cc78872e1a81e96df05ccda801bf,0.8869436308588463,549,0.642572210843507,0.9888840751684405,0.7652172454075834,1,5,5.230959278468598,0
DiplomaMill Online,James Dubois,Quantum Computing Basics,2022-07-06,2025-09-06,f64abb91,0.3034,1274,0.1289,0.6363,0.3161,0,2,59.77,1
Oracle,Jennifer Patel,Software Testing,2024-12-29,2027-01-31,5263d83f4ca99b37433f98d01ff312d75bfe0a8379ce0c933ebfaa3c3e5aea4f,0.6569613028013622,367,0.8578199473829745,0.8730878914609959,0.7694175532863258,1,7,12.919674938931921,0
University of Toronto,David Ali,Mobile App Development,2024-05-14,2028-02-16,14b8062d307b63355d5fae45f2ae351af195efefd0ebce0fa2b55640d3de749e,0.8859995099153433,596,0.9050677794808847,1.0,0.9011517074477021,1,8,16.67382130815574,0
IBM,Linda Ali,Data Science Professional,2020-01-06,2023-12-12,2455c7751351b4024030713072a6bb79c06db881b436fc421a29057e4618e034,0.6471002844002529,2186,0.76289383896897,0.7889939238477433,0.9008098941056428,1,6,2.6208283521911953,0
ETH Zurich,Carlos Kumar,Agile Methodology,2022-03-25,2026-08-11,94579b527d690cf74daeea78945efd148d1c888db42755cfe7dac9918449d9d2,0.703353087719452,1377,0.8233569771924946,0.9029545352987691,0.9858132324843702,1,8,81.84447248736258,0
Udemy,Robert Rodriguez,Big Data Analytics,2022-05-01,2025-10-19,bbbbf27b9d21c857f2d4572d5963262699b155a94d7e306a202e628e4e628f18,0.8369892831692952,1340,0.9291948691996096,0.9278769094260149,0.8597549375610354,1,8,18.793368357461794,0
Coursera,Barbara Tanaka,Robotics Engineering,2025-08-31,2029-07-28,b07c7e34b38668a754768d9313427f2c3abafb0331c50594e7b416edff645a68,0.8500642645776039,122,0.9090424114570338,0.8881686860725889,0.7032439006702554,1,10,6.7273603037372105,0
Google,Arun Johnson,Software Testing,2024-02-25,2027-12-23,e3f037352a439a750f0f63b8e92cf8ccd3224f51560c80ee1e1ad203d71fe25e,0.8565628010025392,675,0.653028563609504,0.9068633410986919,0.7173706623060512,1,7,5.279682347194785,0
Oracle,Ana Garcia,DevOps Engineering,2022-07-28,2026-02-23,f1cd0fb62a04f71102b6c2268a40b8d541901669cd557e83887950c9841919ae,0.7371459604037639,1252,0.7126236973102285,0.932894791946386,0.8060125079871785,1,6,54.53761920066057,0
Microsoft,Wei Kumar,Agile Methodology,2024-04-30,2028-07-05,16d0fd4f6e74fcb7d545f5d28a44e564781b9caf07c7d22d07b1ad74acb3bedd,0.6052004561856683,610,,0.8608947811175925,0.852895769765211,1,10,5.25035612541408,0
Columbia University,Robert Santos,Project Management Professional,2020-03-16,2023-10-06,a2aba0989d271b967f67d760ffab31f6194eaafc5136d201878d07c77dc90a3a,0.8858047307775082,2116,0.9021427281066194,0.8496208684046676,0.8943296379703486,1,4,16.864408871322336,0
University of Toronto,David Williams,Data Engineering,2025-10-08,2026-11-16,0f5b4b6a854ef73b61511f5b6c8d2efbd991d5b3193bb717d819fccabb382425,0.8151016417272035,84,0.7023762958011357,0.9190723425490804,0.9874876947167199,1,5,4.203703564898275,0
Adobe,Mohammed Williams,Cybersecurity Analyst,2024-10-05,2027-10-26,7aa806fbd336818fc9ffb2e238600ee5c006189516fd773afe6757d5edaf3e44,0.9508549642000704,452,0.7580332392504473,0.9872104897881849,0.7948354966056796,1,4,33.89621093829637,0
Columbia University,Priya Santos,Cybersecurity Analyst,2024-09-30,2029-06-09,97b525bf94bda5175010a572711ff51f8945ec7aa800c4a98efd505171ccdb07,0.932697740824501,457,0.8736742527522386,0.9930812371116563,0.8846211427744174,1,5,53.42507001776369,0
CompTIA,William Thomas,Mobile App Development,2025-11-23,2029-06-05,fda97494df90ffe4590bff9fb6c878d28a46ac3633dd81107a788959f4d367fe,0.7318485289157735,38,0.9502808812783915,0.937677757136658,,1,4,13.422450609807115,0
Adobe,David Brown,Data Science Professional,2025-09-07,2027-11-09,4307d71fa87c006530b28e8661a5e4743e3deea957c9c8284388c44af7cbc414,0.9296464082571984,115,0.8716019377389688,0.9729153560497852,0.6153382900487429,1,3,14.687347193256826,0
Adobe,Mohammed Brown,Quantum Computing Basics,2022-06-06,2024-01-04,7729242dfc5bcb6531e0afd413a8942a04e7b293df6f67518fc71be9949f9013,0.9252165676067686,1304,0.8026387447119617,0.9358212069026163,0.9106681244683519,1,11,38.21146417562716,0
Coursera,Fatima Hassan,UI/UX Design,2022-08-01,2024-02-23,b7eee1e794a3aef808ce3f86d486825c9fa22d4661959e66250643145f5ad33f,0.832779650047604,1248,0.9401952182972246,0.8986383533601708,0.9257216673154164,1,6,14.965670017429428,0
Salesforce,Patricia Jackson,Natural Language Processing,2021-05-04,2024-08-17,17260abe60d9edaa202d2654808a519826a8696e2f37bc75eb4e45d17732b2cb,0.6588699721675416,1702,0.8321298730552125,0.8703012705063667,0.8102350180447438,1,5,54.80659121027736,0
NUS Singapore,Fatima Hassan,Cloud Architecture,2024-06-03,2027-01-26,50f3f91c1fd74d4459ad05883b7fcf1f7114740b15dba5c46b93afb02a33d451,0.5408074602614064,576,0.8577595100484002,1.0,0.9696784961964433,1,4,22.22808164470465,0
QuickCert Ltd,Sophie Taylor,Blockchain Development,2026-04-27,2031-03-08,8dc11133887eb5f4f03052b3151d4a00e99dfb322e37179b3039cee60d8fe60f,0.266,-117,0.2927,0.4857,0.0051,1,1,109.24,1
Salesforce,Thomas Martin,Quantum Computing Basics,2024-03-04,2027-08-02,6387c161b3bb9371f485c7d425b86300e9f66c20cf4f2dde4fb1d05b521e69e1,0.7652397833751908,667,0.9325370133281247,0.9064836082837331,0.9130126176163176,1,3,30.566895741424332,0
IIT Delhi,David Kim,Project Management Professional,2020-01-03,2022-10-29,941548b7be34be8d10e5588cf0a24480a250f7eec68a94571b0e3e7217a618de,0.8647050420083481,2189,0.899693276027184,0.9084375650128058,0.8362363765197364,1,2,72.67277829337495,0
Salesforce,Sophie Miller,Big Data Analytics,2021-10-19,2025-07-27,539aa507fd00b49529ab6ba7ce6b7c07a6029a2311419be3efbdc6c3fe747b74,0.8263675642130135,1534,0.9129052049407097,0.8239712153605476,0.6851284522193005,1,10,6.406357266340404,0
Microsoft,Joseph Patel,Machine Learning Fundamentals,2023-06-19,2025-10-29,14bb6d115dca48a5f2660e7751103a3abaae3eef47c0aea118b33575d746b8d0,0.7548510730632616,926,0.8792811349729373,0.8867721984560408,0.9445621164694911,1,3,25.880384736097117,0
Udemy,David Thompson,Cybersecurity Analyst,2021-04-14,2022-06-30,ea459087275dee76c4aeeb2bd96a59fc78f6503e04b871d42318d5455df596f5,0.8030318749195392,1722,0.6509108864921469,0.9063690808932549,0.767652282617675,1,4,21.80175822138797,0
Johns Hopkins University,Richard Smith,AI & Deep Learning,2021-07-02,2025-02-23,c603bfab316a0f0685f16d4f6e18329fc3007692d1fb0222189e899918fd3502,0.6789697737753413,1643,0.9653528424171102,0.8595949017898378,0.922031416575095,1,4,15.39677628306334,0
FakeUniversity123,Thomas Kim,Natural Language Processing,2021-10-05,2023-08-11,16043ce2dd5398eb1e0922037b9524c9e43a42c5cfeeddea75c37z10fe3cfd5e,0.178,1548,0.4,0.6034,0.006,0,0,95.75,1
ETH Zurich,Yuki Santos,Machine Learning Fundamentals,2024-09-19,2026-03-24,b82c9a88ab73b91039ab1443d7d68278f17f7df5a610e751117920368384e4ca,0.747437035589275,468,0.8723566358153682,0.8654446716951574,0.8928499288900226,1,6,6.8597475888792,0
Stanford University,Arun Jones,Machine Learning Fundamentals,2025-04-29,2026-11-18,568938efb27b1875c53af8d74cab4427797153299ec789a125f6bd4c096845fb,0.5226539800975862,246,0.8034567062972986,0.94628554578133,0.7239955500848517,1,7,34.62930248907941,0
University of Toronto,Yuki Ali,Digital Marketing,2021-09-23,2023-10-01,b568e18c75f6e4490bb07129c3aebb57550f352d06ad0bab670cf3bfb5899905,0.9888468471284957,1560,0.575730716057715,0.8697317035473364,0.9392207131524944,1,5,0.7343820828314687,0
Oracle,Patricia White,Robotics Engineering,2021-07-23,2025-08-15,c5fd0753b83796be01e2be8b6c1b41de8734255e2e70a6f402a0d1a1b40ace76,0.9373812563567653,1622,0.7659957593556926,0.8491435861257808,0.822471941808436,1,5,19.305780821632656,0
Google,Fatima Chen,DevOps Engineering,2020-06-23,2021-12-05,ffde90fd318ba0e82c34,0.2204,2017,0.4128,0.6627,0.2367,0,0,54.8,1
Oracle,David Anderson,Project Management Professional,2023-02-08,2027-08-22,4e6d3b551f465852fcb89758ebf18b1522cea29281c73d77212a46646d8d887e,0.7618300914041676,1057,0.9307740350283721,0.9787289801651456,0.9800007664111134,1,3,39.95941491355971,0
Coursera,Pierre Thompson,Quantum Computing Basics,2025-09-29,2028-11-21,9a22c062687c906d2afb0273fd9f4d891177c08e799154b8f60635dad48076b3,0.874564570067708,93,0.9312598721411308,0.9916206152941249,0.9048503154458917,1,4,15.410936951310095,0
QuickCert Ltd,Linda Taylor,Project Management Professional,2021-11-21,2026-06-22,0a4384b5d10a5218287e33b4f026fe7c84308df843942ee2b2ebae7a7e058f82,0.2328,1501,0.1039,0.5557,0.308,0,0,72.26,1
University of Toronto,Wei Rodriguez,Natural Language Processing,2022-12-18,2027-08-25,0f8c5ebdda8e2e2c398173bc4ca478eba28ca271f0de55bb08f071a42676c8e4,0.7252103076617342,1109,0.7323988264383955,0.9845260472806994,0.5792771453448482,1,7,4.069336695222147,0
Udemy,Carlos Patel,Robotics Engineering,2025-05-20,2027-05-30,2294f8bb85e4a1a74a796f538fb7ac66193c701a3fbd50ff0cca046df18eed17,0.6165181124951447,225,0.8463540291521368,0.9513416828514065,0.9587685951875166,1,6,5.447545620118486,0
Udemy,Robert Hassan,Project Management Professional,2022-05-13,2025-03-20,3bc439778bae21d557f0c40a7b31bf2e027b06239fa285c34cb9c22849e3631f,0.6460630226601611,1328,0.7044252227778578,0.9829756876892565,0.7708405305646412,1,5,15.515965906552715,0
MIT,Michael Tanaka,Cybersecurity Analyst,2025-01-24,2029-04-16,6ec28f90b745abf7a67eb39fe2190d59702cfc95d730af2d064fa9d26a0e2eb5,0.5574218941787222,341,0.8516490912278678,0.8985607837713504,0.9504650503833474,1,9,9.434235386625582,0
IBM,Jessica Williams,DevOps Engineering,2024-05-24,2027-04-23,5adb9fc7f895f6a959a8681dcf7183629e219332f4aedcca9d57227f0d0627c3,0.8956660687424052,586,0.7390969217793167,0.9550857114758324,0.9274736055906734,1,7,20.354369360613976,0
University of Oxford,Patricia Kim,IoT Development,2020-06-24,2023-06-16,45153c2c8bca070a1bd9329a4306ed0a003d9990fccff8fe679694bbbf293de7,0.5935558513100923,2016,0.9506862134227547,0.9219856910859818,0.6362067958809003,1,4,21.86080655705333,0
NUS Singapore,Christopher Garcia,Business Analytics,2021-06-16,2022-11-09,20b0a3a0159abddbeee5a37c6e75126bbd973db10e4140862d814235d711558a,0.6999331383823747,1659,0.9297842531507795,0.995999080813351,0.9930785984067537,1,5,4.546795235472462,0
IIT Delhi,Thomas Thomas,Business Analytics,2021-02-20,2022-10-28,4b1b7af0b3ae113da273b25697a1d3055687b338553ceef1489c4c9b91d9f4f8,0.5027951328943836,1775,0.8277913059316768,0.9449472388042138,0.5776799233013091,1,4,3.3514307256431066,0
Coursera,Susan Rossi,Blockchain Development,2025-04-17,2027-04-25,d94c2dc248fca6b7de41e7ec19c88851725a2534d031fff804b8844b9b55172d,0.9461814306422303,258,0.5545273273710724,0.9447983562409734,0.8237041777585468,1,7,2.9867013496325927,0
Oracle,Robert Jones,Database Administration,2025-07-22,2028-07-04,cd35b2714b5a01f0adc720ba76ec08a3fc4ceb06c3b54b72751ef76cce2ce9ce,0.8688267516137913,162,0.5626675951820221,,0.8382517120515359,1,4,20.01754894967662,0
CompTIA,Wei Johnson,Project Management Professional,2020-09-24,2024-04-01,38b52955fb1d7ea23d22c25eb4e5b5665ff324061c474a2e3c207ebbd753f0d7,0.8730227019507558,1924,0.864039195201416,1.0,0.7534004447742643,1,3,21.497322985894964,0
QuickCert Ltd,Linda Miller,Computer Vision,2024-05-16,2025-03-15,98d802d1c293faa77bee8b7f49020f56f3d8e64fb1f23d6f1e1d3a4bc1fe8410,0.2851,594,0.2241,0.4143,0.392,0,0,40.63,1
Udemy,Susan Tanaka,Machine Learning Fundamentals,2025-01-30,2029-03-15,fdf0314ab047888209cb79ce36c3d6c39191bfac1c1cc4e4fa8b4bdae65051f7,0.8839588213512694,335,0.8783501756736707,0.9131388786883866,0.9250282140239459,1,5,47.84651141109017,0
AWS,Fatima Thomas,Cybersecurity Analyst,2024-10-19,2027-04-07,cfc3198b45623d0d5e7218341170b0fed611424878ff24ce698cfa9a844c5fd1,0.8144711278767574,438,0.7485993648070381,0.8830797453538407,0.7792155293417251,1,5,9.22787108802748,0
IBM,Michael Tanaka,Project Management Professional,2020-04-08,2021-05-05,86d8544011a17463e4399bd1788c804558c723300d1935f2ceeccc027f200c3c,0.6430315842228537,2093,0.9113489016566342,0.886751988198313,0.7494242301334991,1,6,39.94870230282184,0
IBM,Joseph Patel,Natural Language Processing,2021-06-01,2026-04-01,b919f954532bca2a924aca365a1b41fc8a1c0618fc96180e49e3583d9c004875,0.8230562105648243,1674,0.6883664745584354,0.92529179988382,0.8634764018636685,1,5,5.4900698551719564,0
Yale University,David Rodriguez,Project Management Professional,2021-12-27,2026-12-17,b4cc3063572ba6f4f3605a47d818bbf5e38ad9404a9f584a0942f999c7ca003c,0.7275601449785676,1465,0.820488727704302,0.8841284566107663,0.8495238034548793,1,5,35.77394589687498,0
Cisco,Jessica Brown,Big Data Analytics,2023-08-29,2025-09-14,17b58807973760efd4085bc0472d6bcfcc1c617c9407bfe07dacc28e5397df70,0.9158102298253044,855,0.8279334522718141,0.9150230294645657,0.45529492945057926,1,6,2.7856488719951904,0
Johns Hopkins University,Thomas Brown,Project Management Professional,2023-01-21,2027-08-30,adc901eed101a7cc6677e8c47d50423e4c290ab4608e48d7bc710c94d3c32225,0.9234861760118056,1075,0.9304945386348895,0.8585691956365198,0.8098716520312272,1,6,2.2388777126321817,0
IBM,Susan Garcia,Business Analytics,2021-03-23,2023-03-27,d6c838e32ee9eeaa3017e8d77c83c0b6fce3fb8e5c1530f65abcf60b67f6a06e,0.8808008122590154,1744,0.7643460627324941,1.0,0.9319475645538106,1,3,13.743421000617797,0
Oracle,Jennifer Santos,Cloud Architecture,2024-12-29,2026-01-15,be2806e6984e8b472e9a9bffaa200b0c54de33e932f7d485935be324447247e9,0.9051750693506593,367,0.7626903493656841,,0.8685696528305034,1,6,26.143201853736453,0
AWS,Mary Kumar,Quantum Computing Basics,2025-08-26,2030-05-12,2ff6da666aa6fc332886ab39020d43d0079777339da3be69fba4c3dc6ab9e9d6,0.9301165436372573,127,0.7075439788926344,,0.8488778155706058,1,5,1.3036588567752863,0
Microsoft,Christopher Dubois,Business Analytics,2025-09-16,2028-06-26,7c1a243091d93ebac2efc58608de1b7490b007a2ae5176f92fde84d25ad62d3c,0.7183571866957101,106,0.6755201056456727,1.0,0.9069824316174298,1,6,31.96239095267385,0
Columbia University,Wei Garcia,DevOps Engineering,2020-11-26,2022-11-09,dcc0494970af60e639252961ad93212a2bf5befffbefc5ba8d928cfb998800f6,0.9084956179644713,1861,0.8847226862886812,0.9960164074624555,0.937353421213909,1,2,10.089438695119686,0
Stanford University,John Patel,Blockchain Development,2023-06-20,2027-03-25,4e872438a507f9748aec5efb4ddbfac8a947819eb054216dba6dcc6cb0f34b1d,0.7890650074779066,925,0.6201944953747425,0.8903851825498087,0.9552771600776535,1,5,4.681348650341277,0
Cambridge University,Joseph Kim,Project Management Professional,2020-04-13,2025-02-20,acc4c5f1ee992f3aeaa85d8c11f0047ba74116fb0322a67cd8e94cde4aa18006,0.8089631892281293,2088,0.8138299313558008,0.7989476724742537,0.8921983327289679,1,2,1.0679604443908464,0
Johns Hopkins University,Robert Harris,Software Testing,2025-09-07,2030-03-27,c675c8e558bad05dc2e5b7248c8fcb3adcaab4f835be8868af06947b381c7b96,0.6443034907740092,115,0.7408829573610494,0.8904146099273688,0.8607135699096059,1,7,52.59125940901704,0
QuickCert Ltd,Linda White,Big Data Analytics,2026-10-26,2026-12-10,2dc0ec809d6ce72e6cb2de1e6dab06549f7e51060208da17a47f3679d52c4e48,0.1409,-299,0.2586,,0.2465,0,0,37.18,1
edX,Priya Thomas,Agile Methodology,2023-05-28,2028-04-23,65970a26779196f85937aa63da3697ce25c131f1127eebc3c9e09dfda2eeef1b,0.9391378039115803,948,0.9013251290961435,0.831902166654061,0.880045670008601,1,7,23.0966661655998,0
Stanford University,David Miller,Data Engineering,2021-04-24,2022-09-04,05c5856a9e4791d76b581c77cfbb746aa778e4d8aee52d659d5b00ae35f96328,0.7742873928813744,1712,0.4859908416882439,0.9000673950321951,0.8961748357516379,1,12,49.53758784788279,0
Cisco,James Rossi,Digital Marketing,2021-12-27,2024-12-24,3b11f39e581c0ac0a3edccc74817b4fc3b521319d116d3bcfc92f5fb3ad1fc1d,0.7668543303381766,1465,0.8381466464823027,0.9893873911909288,0.8805858710667176,1,9,29.434384692474392,0
Cambridge University,Christopher Ali,Machine Learning Fundamentals,2022-12-29,2026-05-02,e2bdfd333efdc3bb9cb9d2db535944c0b72a61cf12c5fe2bf4282146fbdce8c3,0.7881414010767354,1098,0.73398113322767,0.9882839143193541,,1,4,12.797825982608016,0
Salesforce,Patricia Jones,Database Administration,2024-09-24,2027-09-15,782c38dda53d2c7e2525afb080a1cc21b008df32e2ce3123967a743410903b1d,0.8700339468925493,463,0.7664127215476622,1.0,0.8942778516954467,1,5,24.855228562623143,0
MIT,Linda Rossi,Software Testing,2025-10-28,2030-05-14,33857aba414defbce67eb68f8e44592eede8e41db82ebd6106058baa8987f8ac,0.9360830135548115,64,0.7931568587461012,0.8459835440088355,0.9918253525979076,0,7,10.323574817225253,0
DiplomaMill Online,Michael Rodriguez,Network Engineering,2020-03-19,2024-11-01,bcaf13b2,0.046,2113,0.4627,0.8612,0.3492,1,0,10.26,1
Yale University,Fatima Tanaka,Machine Learning Fundamentals,2022-01-08,2026-01-28,2c4bfed28add25e83b45b3a507f7b42bcb30eec53258bde8f528e7a30eb3fc23,0.846612442843957,1453,0.6425307368926954,0.9445611978075247,0.8682941990370091,1,5,7.289338083603182,0
Cisco,Carlos Tanaka,Natural Language Processing,2022-05-26,2027-04-16,6195e5e7f7fc97373002da7f9dfcd357ac7fd356b329dc1f3733f95a9e0502ca,0.7569499240072927,1315,0.8175622229155356,0.9433709985003077,0.8515892787407072,1,9,3.031349581708103,0
Coursera,Jessica Miller,Network Engineering,2021-10-26,2025-10-25,ed949901a526618b5eb108a27424aa8567bc16b6ccca7323173745b36f1c54fe,0.8351233631759515,1527,0.7999656808443125,0.936597499132948,0.8951859928912028,1,6,10.787703731095808,0
Coursera,Pierre Jackson,Database Administration,2022-07-25,2027-01-10,e469352fbedc70190f5c1f898a5078a09692e1a7ec85d62cacc00be1ec8ddaf5,0.6955773862655726,1255,0.9381534350607125,0.8487115179194759,0.8225159328802771,1,6,31.043400068723262,0
Coursera,Susan Miller,Natural Language Processing,2023-06-20,2027-12-12,b62b39e3368198b505338d3b3dc4979e6da2189c493f32cb43b4e9f755034c5e,0.8549622910987658,925,0.8123678201602319,0.9963654485255224,0.8733526746246099,1,5,29.3254882582261,0
Google,Mary Martinez,Big Data Analytics,2021-05-09,2024-09-19,b95afb6d5cb8739c411ae12ead8800ab5a8b28aeea82e038f927f4b3a83bf4d0,0.5415865032547138,1697,0.8392335309596191,0.899922971819806,0.9053402716381326,1,7,1.5036979113509443,0
Coursera,William Tanaka,Data Engineering,2020-06-10,2024-07-23,853b835fe1b77d07d5bfa650b47623762103f6996743cc85854c515adc734d31,0.6953307672227202,2030,0.8855076385513798,0.9155186383527334,0.9781409860568061,1,1,4.25330270116849,0
Yale University,Susan Dubois,Natural Language Processing,2023-10-23,2026-01-20,c0a24bdc6bed6c5194e6577d08642289f8512101aca03c4a1bd1044a4d74b574,0.7066484568151306,800,0.9346753347821208,0.9989531273116822,0.9448731640224001,1,2,21.829101545209095,0
TU Munich,William Patel,Software Testing,2020-09-23,2023-07-10,f4050119438c400b681ff96a35b1e229cbd9fe02ecb04a33936007d1dae87fc2,0.9227470099741486,1925,0.828108127136753,0.9288897364715769,0.9645177481390799,0,7,0.006042552529141877,0
AWS,Patricia Rodriguez,Mobile App Development,2025-10-19,2027-08-02,fd253789cd932856571de3c4dc5d22614c54eb2eec8e40cea3cab9362c8feecd,0.9264290178810706,73,0.9356723869115358,0.8425919779947911,0.87659447107843,1,7,89.63911271167912,0
ETH Zurich,Susan Johnson,Business Analytics,2021-03-10,2022-06-20,d9946ccdd9f5bc1d2605a4123bf1bfe59451ea4095cd5c6583ba27825f1ba74a,0.9759161137683459,1757,0.7382095535021734,1.0,0.8189482615194966,1,6,4.139256591372476,0
University of Oxford,Carlos Tanaka,Robotics Engineering,2025-07-22,2026-12-26,78067fdbde76c037b034866bc5ec02972618dcc34d3a49610743035d19e4ba88,0.8610913528854259,162,0.9528698527274974,0.9939755575364827,0.9532348759076723,1,4,21.619705044910845,0
QuickCert Ltd,Barbara Patel,Cybersecurity Analyst,2024-12-28,2025-11-25,d1ba1dee47414a722872e8730746981034d6a17765038ec3727da6d9fbf3517d,0.2689,368,0.3237,0.5252,0.1218,0,0,72.22,1
Harvard University,Ana Ali,Database Administration,2022-05-02,2025-01-14,6fccaa07db9f9b7ef30c7b6e480d6966d4bf25474ea9fc6bec992c5d15f1d532,0.8721267802234618,1339,0.7977522949492535,0.889325566176593,0.8968222791593925,1,4,7.435447792562394,0
IBM,Joseph Martinez,Data Engineering,2023-08-16,2024-11-04,276890bd32dc0eb0a5f660c8bf12db1e86fc355b730fd2673d0e787e7e7a7884,0.8292465141492696,868,0.899038670904978,0.8675087233240935,0.9735608177486418,1,8,25.471018320123555,0
Harvard University,Thomas Anderson,Database Administration,2021-09-25,2025-10-18,4c541c970d6b8872124baf16ef29f301bfd806a561873a674803e0cdfeddd91e,0.8409881018675609,1558,0.8635863834275362,0.8801506665593062,0.6287366206136905,1,8,34.5803040041569,0
Oracle,Mohammed Dubois,Computer Vision,2021-03-11,2022-12-14,7021b1775e69ac9082b9745e4840cf7958f5a6d0ecb5548167a679663c418088,0.8403833440136155,1756,0.879580903871076,0.8726612843662521,0.7237289845411452,1,13,2.2444798312587166,0
Google,James Johnson,DevOps Engineering,2020-01-28,2022-11-30,3cd19d8bb13adc9ce2fd49e7e7b3a26ed9efa9a26b7622939194bb4892d55d6e,0.9466011031658862,2164,0.5930879835064621,0.8993820768885259,0.6934439281346187,1,6,59.65100812671735,0
edX,Wei Chen,DevOps Engineering,2022-09-13,2024-01-22,6f455b0cfdf191b236d5429b1fccb3b27de8a91bc5d6d6dafb4909cb6fc37ea6,0.7940899730916575,1205,0.6436835554385476,0.9856294530551775,0.8923815450678874,1,5,17.27681487572575,0
IBM,Susan Rossi,Cloud Architecture,2021-09-10,2024-01-14,14d2babb2185c5f60d03ecba540d35c0b058bf49d1fca26dcb0df164ff9a7c59,0.6703948608379384,1573,0.5941781891833807,0.858839245404756,0.7320105821156355,0,8,8.188646125742386,0
edX,Linda Kim,Big Data Analytics,2024-01-06,2027-05-09,93b41c87f0b9e97a5172c4ac07f404f9fd886fcd708a21f22149668ac19f3627,0.9687225960772917,725,0.7520015501254423,0.9835878757006657,0.7393378535427089,1,8,14.58653205454424,0
Johns Hopkins University,Ana Kumar,Machine Learning Fundamentals,2025-06-08,2030-01-20,c31042daaf549c0f109cd0a0b46889eeee05acee2b34e74108466c102f9f793b,0.8270889055668186,206,0.8292567741077794,0.9908331890248706,0.795833115778026,1,9,1.4791574237809042,0
Columbia University,Richard Anderson,Machine Learning Fundamentals,2023-10-02,2025-01-14,15c2a3ac1511e8b11b974d67efdc0dd2e76cd725fcc47b8dafe5b16cf9b49cff,0.9158201445082257,821,0.7260635815503438,0.9161247933575722,0.9880265202498258,1,5,8.752419494218088,0
Columbia University,Sarah Brown,DevOps Engineering,2024-04-15,2026-02-09,b9f7996762241dd91421772195ca0da01ed0ccc43d161b8a90061ee3403ab8cb,0.5749717521400424,625,0.8189703776314149,0.8986761380459364,0.9932510366379954,1,7,0.28544406563698266,0
MIT,Patricia Garcia,Project Management Professional,2020-04-01,2022-09-05,ae2e3bae3dda52d22fba5ae9da10c534dd737b4c6291a9d3637d3f43a197d75f,0.8279512660203211,2100,0.9253467860496145,0.9427914036934636,0.9195789807574452,1,10,22.99957814609496,0
Columbia University,Sarah Jones,Quantum Computing Basics,2021-06-18,2026-03-14,906a61a45d32b03f33f5184e063ad4a74539c7f09c4b6ee226495a69db7c3159,0.9604103081756202,1657,0.924477044334446,0.8711672284891594,0.8397006893099531,1,9,6.473343091403981,0
edX,Jessica Jones,Data Science Professional,2024-05-15,2025-05-30,c581994000196f3c00815b31e1f8e9342e0ab13a693265243d71c5c6a22c0fd1,0.8074504889364227,595,0.7995107369209824,0.9206345882056355,0.8121193428445881,1,4,33.7910039171211,0
Cambridge University,David Ali,Mobile App Development,2021-05-25,2025-08-20,51fac664ca486742d10cdf35cb02545cc7eace817f48cd59d826a84bfadd1947,0.7646227800691342,1681,0.6957274072245752,1.0,0.9154713555460805,1,9,2.257011350370645,0
AWS,Fatima Smith,AI & Deep Learning,2021-08-10,2026-05-14,9b7785383ec48dec3114957777a0a8dc120cb491de9186b713c1ee82b20b46ee,0.7710935534035999,1604,0.6730673881557547,0.9147660673881036,0.9336172772575552,1,6,9.511985288984722,0
Oracle,Ana Smith,Quantum Computing Basics,2021-03-16,2022-04-19,f8c245c1e8e4a1c0fac27e94f8b5c0e23a1e5c9226a678fde67510289dbe2b6f,0.6125739028472098,1751,0.8743045161876135,0.9398843185370074,0.8496812524989024,1,4,45.57361439744814,0
CompTIA,Richard Miller,Machine Learning Fundamentals,2024-06-12,2028-07-02,50935ff0b388aaafa6ecd7e73f6eb111c96ef69812a6f53d85dd8b67ad90a867,0.8270202230214774,567,0.7342764194977176,1.0,0.8982352023166661,1,4,16.45526408341363,0
CompTIA,David Ali,DevOps Engineering,2021-01-21,2022-03-24,ecf638a348ff78ef40631e2269212a6bfe63992339ba28ae62a8657643269015,0.6515529132119452,1805,0.9824331545968263,0.9900367674111729,0.96335820135463,1,8,67.71657160788398,0
Salesforce,Mary Martin,IoT Development,2020-11-07,2025-05-08,afd7fcc498d4e2826619b103693a18752c6111a26e4326e459324b3a763e1974,0.9538137306021409,1880,0.9554510949977378,0.9986600954269039,0.9831037759078769,1,5,53.307154224062835,0
Johns Hopkins University,Barbara Thompson,DevOps Engineering,2024-12-04,2026-01-02,c183b906292d8cad7505c6d4c1d0dd2c2ee2ecff134c5739027fbbe9a0ec1b52,0.7644680906821802,392,0.8029912257129791,0.9330328077352602,0.9438814855297886,1,4,14.050721996067626,0
Yale University,Susan Martin,Network Engineering,2022-12-22,2027-12-06,fe8245fdfd960fe4de52f34446bd8fd468c61b6de896813b2f33b55f5fe4b2bb,0.8201301479405276,1105,0.9864242756251999,0.8749174161239339,0.8208215530781436,1,7,48.00471004419998,0
Oracle,Sarah Johnson,Software Testing,2020-07-27,2023-05-11,0e97fc9d1742be047e33cc7cb7962852ca793e597966203ad3d6bd989072b751,0.6209257811968799,1983,0.9118732036713342,0.8921458695276255,0.7536123599867735,1,4,75.78453930692694,0
ETH Zurich,Susan Dubois,Machine Learning Fundamentals,2023-02-17,2024-01-09,952fd1449a246a336b23cf42d3cd065b63d046bf371bebf4498aed51118005c4,0.4106,1048,0.0574,0.7555,0.0645,1,1,1.08,1
DiplomaMill Online,Mary Davis,Quantum Computing Basics,2023-07-23,2025-08-29,e3e7fab70cd236e46a202bf47201feae2de128a08fgd408ca80ecb3e7309ac5f,0.0221,892,0.3115,0.7686,0.1094,0,0,15.82,1
Harvard University,Sarah Santos,Agile Methodology,2025-03-19,2028-11-14,c27cfe98fefd65364af544621fab901d2e6546a41133f3c5dbaf43a295204815,0.8437552990618271,287,0.9949162090011414,0.9397758636990804,0.9501223301822539,1,5,0.8930831184747271,0
Columbia University,Thomas Mueller,Digital Marketing,2021-03-30,2022-10-14,31955d196a339a05ae8b548816d4a3c67632adb1948a74173a3329881bb8eab2,0.8538443255797836,1737,0.7103794467967033,0.9037941152495141,0.9594205187302429,1,5,19.5119510332888,0
Cambridge University,Priya Dubois,Robotics Engineering,2020-05-16,2022-07-10,715991a66766ab8769d66eeaca78527cb05ebd66b961aa385a53c6953779fa58,0.832710098998584,2055,0.9157954153924225,0.8657904304488838,0.8326721803119517,1,7,42.93974640901723,0
Coursera,Joseph Ali,Data Engineering,2021-02-10,2022-08-17,8b4ae4449169bda15f652eb591b10149bd84f4a4aa231dd6eb123025b08db11a,0.5742389506008408,1785,0.9361830815821293,0.8769020089643685,0.9131092056744197,1,5,43.48842964074257,0
Adobe,Priya Brown,Cybersecurity Analyst,2020-12-08,2022-04-26,23feae416bd06955216426d001a4c106cf9c113d6b41f2a34c052c5dfe7c676e,0.8417129942501661,1849,0.7289003798652756,0.9705377047642866,0.872316588562218,1,6,34.170603822513556,0
University of Oxford,William Jones,UI/UX Design,2023-05-08,2027-02-25,10b7944e19a3b83027855bf842264a95d4184be121ec4470e90d6d5a9f78ddab,0.7376117132411868,968,0.8151720432742112,0.9082227039794855,0.6097020462223793,1,5,5.566617430105146,0
edX,Fatima Ali,Quantum Computing Basics,2023-02-16,2025-08-02,fe99dfe191ee118e0b3216ededeb87a1e0b00358489740efbf1018b14911e3dc,0.7411830403673474,1049,0.8331382111319998,1.0,0.7185795702346675,1,7,76.25863037028066,0
Salesforce,David Tanaka,Blockchain Development,2025-08-03,2029-09-17,d7a7e6cd86ca9efed46ccbe663d1f91414b2a9ad0e08923d6aaa67774c458022,0.9448281348134622,150,0.9653778188051174,0.8984921682204082,0.7934451854107479,1,7,34.968943155579744,0
University of Toronto,Christopher Ali,AI & Deep Learning,2022-08-13,2027-05-20,7ea6d34260e783cd7e4ff49b4401fdd9738aedf3ffef0a96bab634ebc2fa1278,0.838683394889322,1236,0.9110985581520902,0.9353109353135204,0.9066985558319419,1,9,2.6305804307261695,0
TU Munich,Yuki Tanaka,Quantum Computing Basics,2020-02-04,2021-12-27,72c84f75a17cfe698d3239daf8f1383c743db5fbad2414a38dcc2ad92b0d934f,0.781144809923602,2157,0.6572567444684682,0.8723843476860884,0.9643336659292276,1,6,0.6795780320847239,0
Microsoft,Ana Rossi,Agile Methodology,2022-04-26,2026-10-23,f5b4ca9de55f4422e3829e5d4ad1902fa8ee09ca782cebeec80f738c710c82d3,0.6996359499263902,1345,0.9590840235517952,0.9784527029966423,0.7320375448974955,1,4,67.51296893456441,0
MIT,Jessica Garcia,Blockchain Development,2024-09-24,2027-06-08,556b71b6a79478efad9ad18ce740d6103bc48f48db471f71ae81c7a0db2b4c9d,0.8665363157594717,463,0.8139500088975836,0.8822192594930295,0.9485945800508384,1,5,8.329924169618158,0
TU Munich,Jessica Taylor,IoT Development,2023-01-13,2025-12-11,e00b0e19cd6f501a8e4f19a19ae252f4e63a01922b672ef68f77f3215550b064,0.7924281652711067,1083,0.9510921914372987,0.952371808153754,0.820938930213478,1,5,110.7755284756784,0
University of Toronto,Linda Williams,Business Analytics,2023-07-30,2025-05-01,b574af980df941e1cd3502159c4314a1a726044c66fd4418f275b5fc10603067,0.8730015002055524,885,0.897156888753443,0.9362108694640456,0.7327776349012658,1,8,40.06287636942086,0
University of Oxford,Elizabeth Miller,Natural Language Processing,2023-12-15,2028-03-02,b8acfa114b1b6ebd05252c2cf37d38a803f672f4d6a5bfd4b5f597f8e6a22179,0.9032147530182434,747,0.8106408816006279,0.988517320566311,0.8842581057850553,1,6,67.55923565155683,0
PMI,Mary Thomas,DevOps Engineering,2023-12-29,2027-11-17,d6d3ddd0bdd4246f5fd4acfb53362a08f6650c66a8c07a3003309520fbe564b0,0.8287235216861387,733,0.7839898820925189,0.827318868204901,0.9063158001326154,1,4,20.702743526529684,0
PMI,Robert Brown,Digital Marketing,2020-07-22,2024-09-01,7bff2f8529c3c81f9e8ca1790d2eeac3b9ed19fac25af21163bbfd956b25bd1d,0.714439916474395,1988,0.7707070764222382,0.9313745091601165,0.8372006293423911,1,7,37.45347726985158,0
Johns Hopkins University,Yuki Johnson,Full Stack Development,2020-08-21,2024-06-19,d361c06bf8c0192aa048a138477da00437d3068df395d6d1e3c7203d31b257dd,0.5451314519503074,1958,0.861407250761299,0.8642276938924666,,1,4,12.918948816791668,0
IIT Delhi,Barbara Tanaka,Computer Vision,2024-03-08,2028-05-05,b4dde26698c2976e834f5ae63b04e63469333658ff9c7ad51b3acbdd151030b3,0.7645483289443153,663,0.9952799538114685,0.975971180578092,0.9284817093648483,1,5,6.99360695656851,0
Johns Hopkins University,Wei Davis,Project Management Professional,2022-08-18,2025-09-05,caac70b306d7d27d312efbef62e62fe7dd80191679e1c8a797743a4d72789fc1,0.9427613351042571,1231,0.6926513284880275,0.9224875404395719,0.9124044203316662,1,6,7.428546011633879,0
Microsoft,David Smith,AI & Deep Learning,2023-01-21,2027-02-23,8b503abcca1bf9f28f9c1507306dda14b65f602a6164e0ea84206079ae258914,0.7101818730516818,1075,0.908974322315603,0.9424439410304575,0.9453751191975729,1,5,10.528720672444935,0
Harvard University,Elizabeth Harris,Database Administration,2022-10-07,2025-01-07,f24f521eb9aba18bad356dd6c0e03cc638cca52e7bb92f866607d098ab4d6f20,0.8790738891685023,1181,0.8776120496073524,0.8131856548448475,0.7905707940699677,1,7,49.390733219145645,0
University of Toronto,Susan Martinez,AI & Deep Learning,2021-11-16,2023-08-07,8d29bba0ed10e92c90666054a50ec606f9420e9b668a4890aada136a6962476b,0.8609375764050962,1506,0.9966963512253236,0.968147470360251,0.8205610233934845,1,2,21.222901289641825,0
InstaDegree Corp,Linda Mueller,Cloud Architecture,2025-05-02,2028-07-13,44aa73b9d71fe653585cbbeca5e711e54e74c744d4b3494b79d9291ac292b527,0.1929,243,0.1902,0.7618,0.1624,1,0,388.09,1
Microsoft,Elizabeth Brown,Digital Marketing,2023-01-11,2026-05-27,ad9519b176f28db5a20ef00b3684cee3c38edfddf0218fd43754bc46f8c64687,0.7791281984298303,1085,0.6961450769782688,0.9548824641674655,0.6783238619484099,1,2,0.3931283998242934,0
CompTIA,Carlos Martinez,Agile Methodology,2022-02-10,2026-03-17,a9dd9f9fdc021e2ee63bcf7fd017b223d36c3a70805470649d45b479154a162c,0.9646567105606102,1420,0.9001820354324924,0.8126605047995434,0.8404753972874517,1,6,94.71533217211633,0
University of Oxford,Christopher Martin,Quantum Computing Basics,2025-05-04,2029-02-24,5f1a082ed65dcd893b73aa277fa10e22604e5e11b339fe0192146ac28310ed35,0.2077,241,0.3384,0.6765,0.0647,0,2,65.66,1
Adobe,Sarah Jackson,UI/UX Design,2021-07-14,2023-09-04,d8c0a75a56ba0fbbb83430f7215545a982576cd255f270dc9afd43c9bb459acf,0.9367344337696467,1631,0.7252948365230173,0.8869060978185559,0.9636777474875967,1,2,5.1493866604446,0
University of Toronto,Linda Kumar,Agile Methodology,2021-12-20,2023-03-01,50ca84ae3f84170707f5662af416feca6e4c762bf702232137e2483bb29c3b91,0.6586819208695697,1472,0.926842858115967,0.9611840182528945,0.8879633624408712,1,8,1.4222336768340855,0
University of Toronto,Fatima Chen,Network Engineering,2025-10-05,2029-06-05,d08b10c8987336861e9e,0.0888,87,0.0765,0.5748,0.0301,0,0,1.73,1
IBM,Carlos Kumar,Blockchain Development,2021-03-17,2022-12-10,60521068a7f764e247592a2bf0a40ee306a57ed1633e2ebf1bd28855dc559103,0.7868102297633288,1750,0.897511330096386,1.0,0.8368382341552333,1,8,28.379331312301606,0
University of Toronto,Wei Jones,Full Stack Development,2023-04-30,2026-11-11,06707e4aff429016d56fc408fcb098445bd8e19225cd3716cc6a1e33b961a87d,0.7225077018081034,976,0.785027507069175,0.8729749434406027,0.9042118238843624,1,6,15.279497946412686,0
AWS,Wei Mueller,Software Testing,2020-09-02,2023-03-14,c695201d9b20376f2aa00ffd2854da1c0c65d76a7e19a4662e74d061988f6f02,0.7003377019762118,1946,0.8299947922930809,0.7928710011336171,0.8970984724116364,1,8,7.534026750950148,0
University of Oxford,Christopher Wang,UI/UX Design,2022-06-30,2027-01-14,8f557b2c8bf0191a8fdead9637d6b684fd5d9176fed8e4642ab6413dfdedc003,0.5148440827893113,1280,0.8506741671619251,0.9177627207622009,0.963782027759966,1,6,103.56868308828784,0
University of Oxford,Joseph Jones,Agile Methodology,2023-08-27,2025-09-17,66b87b7a341b378f5057d1ae45e15d255e54106fa00312c077d44d92a7b3e049,0.87282918574458,857,0.7468151634485669,0.8466483024280641,0.9117286788179877,1,8,50.48912633949732,0
PMI,William Martin,Agile Methodology,2024-05-05,2027-07-19,1f8c0522a7f5433ae61a1bc5ca42ef4729caf9f4159a758b0499393dc1214477,0.6431229037941555,605,0.7260259673933488,0.9192581413214218,0.6346974084746734,1,7,70.68347147534482,0
University of Oxford,Thomas Santos,Computer Vision,2020-01-07,2021-12-10,9cbed544ea6a122f70d886ca271f5989a2e8e6c0b34769142ec267e54f4aa725,0.5561414369643374,2185,0.7303275801800729,0.9538432259908183,0.9811176670077432,1,5,1.5832954940109418,0
MIT,Mohammed Hassan,DevOps Engineering,2020-07-29,2023-09-19,9645437d520a057ac97c3a4b1d6cfc3f0e72fd8c27effeaa0ae2fd97b9e4582b,0.8008565514365282,1981,0.716052680249516,0.8903068191670018,0.7855892533352905,1,7,29.285388767753123,0
University of Oxford,John Wang,Robotics Engineering,2023-02-04,2024-04-04,4cd27d2cdfc4bc4c89516e35f59b89f114a3acb01117e5fb322dc955d561045c,0.8870478035474181,1061,0.8674276863413312,1.0,0.8293116765212214,1,7,4.326244895736984,0
Salesforce,Linda Thomas,Machine Learning Fundamentals,2022-05-19,2024-09-29,317fbf340c7da41f278b429362ff8971210a451f69c5f9bc5562c39c75cbc016,0.8482617809085667,1322,0.9624253856955878,0.96448552341656,0.8979506478045692,0,1,18.234676096588785,0
Yale University,Wei Johnson,Quantum Computing Basics,2022-12-14,2027-10-31,7439a9f4a18fd73ce1885fbc26d782f1125e2c30c1a603aab343f2524de6a747,0.8083370236510068,1113,0.9086253369469107,0.945211350694453,0.7669114240965549,1,4,85.98407615100845,0
IBM,Priya Thompson,Natural Language Processing,2025-11-17,2029-03-11,9794e583c6d5d4ca09b4180789566818648188290e97678dc085f4670a1ade44,0.8708810721079081,44,0.8854408803250243,0.9699923008574924,0.7771403482167009,1,8,10.535855215217328,0
Salesforce,Jessica Brown,Blockchain Development,2025-08-03,2027-05-03,b87f3deec9b83923a905c2727f5d74e45593a3cae3889525e4d86ce4a0b512ab,0.7059743689602846,150,0.6998243389755406,0.9713311253538971,0.7558518761221054,1,6,4.436690303299611,0
Columbia University,Robert Hassan,UI/UX Design,2025-08-04,2028-08-13,acde69ae6b55ea8855fd6eed41a296afa1c1316eb9eacc664cdf84aa696226d2,0.9520800623193179,149,0.9758295907245904,0.8808867872452196,0.9433346719584269,1,7,0.6769571378032855,0
Johns Hopkins University,James Thomas,Natural Language Processing,2024-03-21,2028-10-04,2afa0134384dc7af21e848f857fb757c367f6912d8ae574ea009e2a74bba5c1f,0.7798226501949351,650,0.800014647685426,0.8862710741795697,0.8220788946737054,1,6,1.6996389952638462,0
Microsoft,Christopher Garcia,Full Stack Development,2020-02-05,2023-09-12,5a6045439ea2d6fbaee11207ad5e81032b5caee86563fd53ab9d26eab24a73b3,0.8890725595679795,2156,0.7013198022521085,0.9450724791541887,0.9606889667413864,1,6,6.731339068016714,0
MIT,David Chen,UI/UX Design,2022-05-19,2025-08-04,534a11b497427c62796669be42a31b0ac3a17f046ed1533e5a27caaaf7a270f3,0.7206842785514965,1322,0.7369515632822292,0.9236585932466962,0.7027714601644535,1,5,5.5994907978280235,0
IBM,Karen Williams,Digital Marketing,2021-09-28,2022-11-16,ea2646212e8356b1574a86d1112609f266aeb574b98f2ee07e39c5eb09d17257,0.7603102390182983,1555,0.7839162137288826,0.9108008255181551,0.9671758613319372,1,6,40.61586450301935,0
Coursera,Arun White,Blockchain Development,2020-04-03,2023-02-20,fb86e71cd77d16857150a9d356b7ebfcd9e3e85aa274a9bbd3e95c1a1c17feaf,0.6208780335155656,2098,0.7544896760613409,0.8973584828946024,0.7806164047172094,1,10,45.33437759184936,0
TU Munich,David Wang,Business Analytics,2020-01-20,2023-01-01,0eff14fffc4d029eae0e389a9d9fd7edcd3c8d74ee716bd49ddde76e4eb99710,0.6888670880319355,2172,0.8260371642823705,0.9137772637526171,0.8038440329142296,1,5,32.68300812479668,0
ETH Zurich,Thomas Patel,Cloud Architecture,2023-02-11,2024-05-04,74fdeae96857eec38cf709bc4f9b3fe443589a633ba07e5409eae8eb197f3799,0.8048220495551237,1054,0.8992094211846384,0.8344950769070003,0.7849721669595605,1,6,25.242377156666887,0
edX,Michael Jones,Big Data Analytics,2021-05-26,2023-12-22,86cec163421764c131abd3846581a4c1084aa11bac9bb7db0b2bd6dc5420ca67,0.8821062648209074,1680,0.9754716136980186,0.936269297543416,0.6486274684689641,1,8,13.030554875340464,0
PMI,Sarah Johnson,Project Management Professional,2025-11-15,2028-08-09,90783f9071dea53ecc81613b49bc22708372d24b065a41421f3acc6d85847dfe,0.8524672183965204,46,0.9068654868905345,0.927860522285986,0.9232396393954,0,5,22.063144828277377,0
Cambridge University,Mohammed Harris,Computer Vision,2020-03-24,2023-05-30,d7e1c7639a8e853951339054ebd23b0392bdbff135146c19c8af487d0bb59a6f,0.915213572362667,2108,0.7747771901231298,0.8651625408666729,0.9349628071912628,1,6,10.24844334212773,0
ETH Zurich,John Chen,Database Administration,2023-10-18,2026-08-06,d06722c2e5e0500deb711c905286e1c31a5f02b1c5bfba9640e5ac556418e8ca,0.2156,805,0.411,0.5869,0.2227,1,0,27.24,1
CertForge Academy,Sophie Garcia,Quantum Computing Basics,2021-07-09,2024-03-31,5ff4a57e9bb3169e2f323c682080545d6c158061d760efe1c034583574dd8865,0.1878,1636,0.2929,0.6734,0.0163,0,4,86.03,1
AWS,Elizabeth Thompson,Computer Vision,2024-02-25,2025-04-03,0ca6d025b8c33240f9ae1726ea6b84e6299705cffa89edb75d1162e3ac889da2,0.8602992236928739,675,0.8949116050466658,0.9166410854975323,0.6314876095412111,0,11,13.914107722688835,0
Stanford University,John White,UI/UX Design,2020-10-14,2025-05-14,fd1353fa48995ad442c8679e70f27e36710adb40c82a808f152c4ac1f2c7ae28,0.870748964218494,1904,0.8246384504482063,0.8931921785987078,0.8576330374198196,1,5,40.72733181857886,0
Johns Hopkins University,Richard Kumar,Computer Vision,2020-09-23,2025-06-19,549cb7d9535aa0f14d28fda4dc2772698dc574602db0fd007ac5602a9ba14163,0.8160911941632474,1925,0.8260594015758547,0.8417273020086141,0.9064284188095219,1,6,9.195157427239316,0
Stanford University,Carlos Jones,Database Administration,2020-03-08,2025-01-23,d24783f5068e11fdecac67453c1edfe62dbc2dfa022a224c112b41a0e521eea8,0.133,2124,0.0906,0.7117,0.5,1,1,42.35,1
PMI,Wei Jones,Database Administration,2024-07-04,2028-05-20,206a465eb0b92afcfadeaf16e87be3b9bc56a322f6d2b41eaad402be289b30a6,0.3962,545,0.4292,0.8608,0.2392,0,0,9.49,1
Harvard University,Jessica Anderson,Machine Learning Fundamentals,2021-04-10,2022-05-15,bd2ffa20c7e0526b50511296d70f307d1e89dbec607cea80dad0e7bfa6da7754,0.8163666800989129,1726,0.7021581662319074,0.8148992224206939,0.8438929703154344,1,6,75.47490715229294,0
Yale University,Richard Jones,Software Testing,2020-03-26,2024-04-26,b39c68754223b613346294624cf4d830ead04396c443f50e9ee29aa3a8d04e4b,0.9793370516287849,2106,0.9449867634902999,0.9960195112571298,0.7864088353914462,1,11,6.577556829304082,0
PMI,Thomas Taylor,Agile Methodology,2020-06-09,2023-04-03,a051c87ae502286cb1286b8223b78f211fda15d760696b835b5e5d12d14b546b,0.7818068106958388,2031,0.8208581905173558,0.9321082105990888,0.7401039789492301,1,6,61.66567227030492,0
edX,Ana Hassan,Data Engineering,2023-05-14,2025-05-04,c03eea945ac7a4c977a9ba70204c7ffd71c102b838b4d4c7406cfd5824f0b400,0.8359523768634961,962,0.7151383455540874,0.9182850490693439,0.9054216342082342,1,13,19.684313148100983,0
TU Munich,Priya Wang,Big Data Analytics,2020-05-30,2023-04-06,36de123901a7c7125a0093f23caef10f9ef2f063dd65345cf63b64cc5172cb9c,0.8444780783578797,2041,0.8678528925688932,0.8678995321618764,0.9840587724341384,1,5,20.90767476588483,0
NUS Singapore,Christopher Williams,Cloud Architecture,2020-07-06,2024-09-27,350d116ed140842fbc392d2c863c860f5b40e7f9d44cbc477fa80a3222a049be,0.9352101344086303,2004,0.654024075352802,0.9223185046832286,0.8477244106596554,1,8,29.02425856289393,0
edX,Carlos Rossi,IoT Development,2021-05-31,2025-05-11,f4b48dbe486396848bbae6db4549685f2716ac32df0f8f80a430ce02a3a7dc08,0.8810745109333353,1675,0.9015444645514271,0.9049329674737427,0.9511584121601925,1,8,30.62510182974416,0
Columbia University,Sophie Jones,Data Engineering,2024-01-13,2025-09-01,1debf9235c2bd00470fb6f0025cc0df8f5b93150d38e8a8a31d2702921154143,0.6291756652219391,718,0.9266927578229402,0.8513809974246634,0.8550038066598906,1,7,51.854457985564515,0
PMI,Thomas Davis,Data Science Professional,2022-05-11,2024-04-10,22527722f0a0e24cb7b9366720adaf2f4802734c5a293ad41da1a92cde063fcc,0.9298529171748071,1330,0.9671263219194817,0.9363254048831487,0.9059047314298408,1,3,3.294297665181111,0
MIT,Arun Thomas,Cybersecurity Analyst,2022-02-17,2026-08-08,2588b5819b92e8092097b8399cc8317417536a04e50ad2d13c5ec3643a15feef,0.7117663629151667,1413,0.709127448180455,0.9254911474316899,0.6601544989784094,1,5,32.40118222106051,0
Udemy,Patricia Mueller,Project Management Professional,2020-03-12,2023-01-02,eb8d791320e8d38df8656880dfe7351a33d3beb2d5cd2c8074ad91c9179f45ec,0.7996161519210426,2120,0.7353397804487629,0.9159641112623667,0.8770109653001876,1,9,2.01491160968778,0
NUS Singapore,Elizabeth Williams,Database Administration,2020-03-16,2023-12-06,4ebb0298c0211264a7af31d1637a6d3c2f1746ace24e8f82d542dd7df717f1b7,0.9145086887880064,2116,0.7118982856479874,0.9592562100004365,0.7790708852418731,1,6,6.32713992199632,0
CompTIA,Karen Jackson,Natural Language Processing,2021-12-07,2024-08-19,c771603408d31c6c46087aa433109dce3bf7f6a3e9fa88bd29bbe552bcd543b5,0.9723936740436745,1485,0.8796315235588565,0.897127109378589,0.5559629304401931,1,5,45.23892208403729,0
NUS Singapore,John Jones,Big Data Analytics,2023-05-12,2025-12-12,34d7c97bbf1bb5251b8406c7b6b46329aadc0f3d55942dd2898c0b78268e796c,0.8286196760889595,964,0.87503328365781,0.9936297009152936,0.9526495720662155,1,8,12.946323647958547,0
Microsoft,Priya Mueller,Agile Methodology,2023-08-16,2026-09-25,faa18c2e3a7641870f99fe9e8b9f8a568e825a452d574056a2e2735d029d31bd,0.887485838050437,868,0.9358180361318218,1.0,0.9038295196865789,1,6,20.120854900858568,0
Cisco,Fatima Patel,UI/UX Design,2020-05-22,2023-12-04,8f8a8c15c64e88277fc08750fd3af14734a30b20b2b90a36a57f9cd7e7f7c692,0.6966749391137655,2049,0.9049165995859644,0.9507971786423273,0.8626954535788208,1,4,8.725240592430925,0
edX,Pierre Taylor,Mobile App Development,2023-11-18,2025-05-21,90f6fabb94c366f118cc8dc67bdbdc15903077b1b34f63812a6b2800809c2052,0.966532642295362,774,0.8751117677359268,0.9473262208026757,0.8410025836738536,1,8,2.1246144800941,0
AWS,Fatima Williams,Machine Learning Fundamentals,2020-12-10,2024-01-27,121bfa5378fbf1f40edfc5d2fe388d66249a7e89af7c3adc13b24903ad6829c1,0.8293806058344155,1847,0.8762508457820464,0.875723470663411,0.9219701141177132,1,3,10.46822964559803,0
Johns Hopkins University,Patricia White,Computer Vision,2024-07-22,2025-10-29,6bdfe60adbf71f690d6ea4b236f981dd8e9cba2394b46dcef39f0b2cdd12c36a,0.7546424850935688,527,0.7564456070310753,0.9202493155315276,0.8233322357050445,1,4,15.05045413340375,0
Cisco,Arun Harris,Data Science Professional,2020-10-14,2022-09-28,7122b62c7fda7f9d7124703b36a2408f1b4eb50c37ce0b64a5991dce1e0a1a5e,0.9345289243897057,1904,0.8982171811698204,0.8394975909557272,0.9788174018845404,1,8,34.79113746976413,0
Oracle,Karen Tanaka,Network Engineering,2025-09-05,2027-03-30,f77ba816dfffaac5a8b31dabf19287d3c02df0472b11c736ab8971c418674343,0.9079481852786201,117,0.718616889623093,0.8841290325199287,0.8509800019645556,1,8,48.10808764812349,0
Columbia University,Patricia Chen,IoT Development,2024-07-13,2029-04-21,61c77f6e6ab07cb759fc4d0f0c89272f0f9ecd73aa847b715ca7e36bd448af43,0.8271949596052657,536,0.9657031324836027,,0.9292630120280374,1,8,77.58496219764565,0
Salesforce,Michael Harris,Project Management Professional,2020-02-19,2021-07-02,96c1fe66569bd4478843bcd7407c9ec35b0ac3214a60448f3e45a53be1b4ef09,0.920744252414015,2142,0.9312139085319685,0.8167173152766234,0.8365168477518441,1,12,7.390570720343968,0
Cisco,Robert Harris,Digital Marketing,2024-07-16,2027-05-19,f7b3845276876252fb0a9847681d7347167a1698bc58f45680b0c97c26710f07,0.7975983864763605,533,0.83190731675199,0.9010519126422927,0.9892446618331789,1,4,56.720949605590995,0
NUS Singapore,Ana Jackson,Natural Language Processing,2023-02-24,2027-07-17,9fe340f903ca1bab77b314e07c596f8e7698764d4aa6df00d2044bf1b593822a,0.9315559811632242,1041,0.9733587753445901,0.9301053274940835,0.8300495834778772,1,3,12.459803029840979,0
Coursera,Joseph Martin,Data Engineering,2021-05-12,2022-06-16,2d23d812b2758459321eb8d81dd8d3a10a309ce5958df0963baf78eb00dc2a59,0.7573444982766433,1694,0.932720539685391,0.8746170198406759,0.9179464284279648,1,5,3.453859251764854,0
Oracle,Karen Rodriguez,Database Administration,2024-12-24,2027-03-20,efbfbed7278dcc62558872d2f9afdb2ef3d33a6d2944486d1b6b11dccf798b94,0.8066043232092693,372,0.5946407979309889,0.9453883968627705,0.8164418567349758,1,10,1.8210017162530536,0
Google,Arun Chen,DevOps Engineering,2020-03-15,2022-11-29,83112d25041806700431dc9cd9c8a9a0ba8e50dad141b01369cb8d137db66d27,0.910351630047443,2117,0.7405684252144072,0.8499970612936286,0.8374407100477436,1,4,2.362120755523669,0
NUS Singapore,Thomas Ali,Quantum Computing Basics,2020-02-25,2021-06-28,744b84823da3f23306ed4f4c170c1c4f690a473ffe4d9babbd6bd99a5cdde88d,0.9419008621659576,2136,0.7612078511699772,0.9815707949853961,0.8735720792125529,1,4,24.6789754853838,0
PMI,Ana Chen,Data Science Professional,2020-03-11,2024-05-21,271d0e69437a2f2f4612d802d1f6f1c4073097c55cba4e3c7754d63850fad61a,0.775681383341771,2121,0.9543951521221474,0.8899455216979304,0.963267559422055,1,5,11.058053269211502,0
University of Oxford,Arun Rossi,Data Science Professional,2024-09-18,2028-09-14,a08f03c93d253186ac06cb9e89ec2ba43f190ba7e30a2b89a77b34e549b8f614,0.9514945665519258,469,0.8993629347532913,0.8292025781500155,0.8248784144170751,1,1,11.515078613105965,0
QuickCert Ltd,Ana Harris,Machine Learning Fundamentals,2022-07-17,2025-10-13,aab1f46b9d3fcd482c057864505710ab95536e62b5788d973adf3fdff280d982,0.1919,1263,0.2368,0.6162,0.1297,0,0,14.39,1
Oracle,Carlos Kumar,Data Engineering,2023-03-22,2027-08-25,4551995a2392b16c2f385ec31687a50cb2b469c19c301ffce33bf633662b4b69,0.6493114889045581,1015,0.9637152651741642,0.9690759401335693,0.8046279434409267,1,7,14.62270746185191,0
FakeUniversity123,James Williams,Business Analytics,2021-08-07,2023-04-06,cf7f390d58eb3505b44bd1253f61fa86501875c7ff5c236d9927bfa355a2867b,0.2464,1607,0.0737,0.7303,0.0486,0,0,127.97,1
CompTIA,Yuki Martinez,Machine Learning Fundamentals,2022-05-24,2024-10-05,551823b00cb4fa91c88a3c7fb34caba498826ef80cdb0274d64647b79c8dae94,0.9111720197959261,1317,0.9847904075008718,0.90915124880096,0.9786768204031917,1,5,19.39140292430875,0
PMI,Sophie Santos,DevOps Engineering,2024-11-09,2025-11-11,dab94b55796ef1eb75e9c83a9892a85a4cde55c1ad31c2f0ef0850bc1bc0f784,0.7506832068729778,417,0.9330415303118533,0.8664826814759854,,1,7,51.94836552703637,0
University of Toronto,Thomas Ali,Quantum Computing Basics,2024-10-22,2027-03-21,a91fb326bc4ce2f7a5c985f256a2c971978c238100a6c4c7949925f4b3453838,0.7969981461813367,435,0.6824451094126543,0.9563599736329726,0.959660242599491,1,6,39.339662425957606,0
ETH Zurich,Carlos Johnson,Blockchain Development,2024-08-12,2028-03-13,a914cafa2fd9f7099ed7b30310a2ada25f44857eb1ff3486d7e545caa8f9ada9,0.8256515780397015,506,0.891723674552724,0.8259124891348585,0.9652233465623132,1,6,0.27299484154738296,0
University of Oxford,Mohammed Rossi,Machine Learning Fundamentals,2024-07-16,2025-10-28,cc34da399fc2ee4a9e0f81711c1a14274f1c23aa64584faae5dd9849bc5f6233,0.8505077559584742,533,0.5303834842661005,0.9794576344278484,0.9413473558912815,1,7,45.93000859377187,0
Udemy,Yuki Johnson,Database Administration,2020-03-18,2023-08-26,fc3009b7738ab28248b1d66595633b48e4d74e3ec63c49d5b0e868f8795d73cf,0.755605603294741,2114,0.583227579359582,0.9612384155064233,0.9700531614118757,1,7,15.404780802486245,0
CompTIA,Fatima Santos,Robotics Engineering,2022-07-03,2027-03-13,a5e2e9bbf4f3213c5185be7bb04bfa65e4d93ec1c4bdb6ab7b8b59668ce928c7,0.9295861958718005,1277,0.81846026038404,0.9310671549382041,0.8989921416404901,1,8,27.42386674200263,0
Coursera,Mohammed Garcia,IoT Development,2024-11-30,2029-11-19,caf23a99505eeaf848db7ca816d66af61a084475bfc8fbc9c902291201be0f9e,0.668848655800702,396,0.9483101943204557,0.98975803546943,0.9420302826991119,1,7,24.626540052030204,0
MIT,Mary Rodriguez,Natural Language Processing,2023-12-19,2028-12-04,44e074fdeb7bdb8c1ba4509a353711c51a411d78210f62531458a3f3a1acc834,0.8423264979108108,743,0.725984598786887,0.9113609105220314,0.9511968325931236,1,8,3.979877922268397,0
Yale University,Christopher Rodriguez,Computer Vision,2020-10-08,2024-06-24,66f27ffcd14f068c7107c5c49a3cb632de44b22c071239be6931279a4d06c6fd,0.5941840771170264,1910,0.769018987405944,0.9338570091428694,0.9749833162827052,1,9,42.69615179968049,0
IIT Delhi,Jessica Anderson,Full Stack Development,2021-05-28,2025-10-30,a5e88f42837196f8e98dcd03629cd8bcc122000c5f895b8115028b41aff34ce0,0.9085746202131453,1678,0.9115845580021031,0.9319814323635498,0.817835910242839,1,10,61.99556549129086,0
AWS,Sarah Thompson,Big Data Analytics,2025-04-27,2027-12-20,b21ba40dacb69600e95bc6c295837f1693fa77f9a23068379e1ecaabb5e14321,0.7308145908424794,248,0.8651972270957508,0.810680706438204,0.846585897677597,1,8,1.9277424922565018,0
NUS Singapore,James Chen,Full Stack Development,2020-05-11,2024-07-25,b33e8b35099f4041c1d563a1dec4a5153ffb5cccb4800f7a3b958332ab02ba0a,0.6654735932464271,2060,0.6715679118760431,0.9293401954573813,0.866158535782375,1,7,18.77044658268315,0
ETH Zurich,Wei Taylor,Computer Vision,2020-10-05,2023-01-01,f6647f0664dca7bfe56f018853fa1ec666c1ac852c8644499e6dcb55f12d9ca7,0.7998309255745318,1913,0.8780558210012461,0.8671672110491333,0.8344590645497173,1,6,13.499204325886012,0
Stanford University,Yuki Hassan,Digital Marketing,2021-01-17,2025-08-27,7e31e9d00f08961fdae7ee0f37246db411cdd5a6687e3d4288823087d6da6d56,0.7606243823159896,1809,0.8838419777582697,0.9671738182720695,0.6612854169066799,1,11,59.50297755861113,0
Yale University,Sophie Miller,Network Engineering,2021-05-30,2023-10-11,97cfbb0e70870192431a8fabe63537bdd8d9978a01b330411468d3da02b49032,0.6938338332491274,1676,0.34806086966342575,0.9503724022911093,0.9850985879160967,1,7,95.1139949268472,0
Harvard University,Patricia Santos,Agile Methodology,2021-10-11,2024-06-30,c327473ca07592c7f9e5abf177a93b1eac9da0bfb66829e397a80c715a8bb1ef,0.946749561463603,1542,0.8629061170469099,0.9134541965838524,0.913359192600756,1,7,5.068025052079793,0
IIT Delhi,Fatima Garcia,Quantum Computing Basics,2023-08-18,2025-03-12,2dd90ba7d7cb3110d5a1411101e37e81aae11c3b5d11f68a09c41e7febd358b0,0.8992926143009146,866,0.5792449725632101,0.9930407647490456,0.9025234039226365,1,3,111.5758154581667,0
edX,Sarah Ali,AI & Deep Learning,2024-09-15,2029-03-06,72cacc427945b82ff421f3bd5e02db799f6468ebd46cb996d4aeea3367c956d0,0.8324881286754271,472,0.9952201045293839,0.9043716470989337,0.9157023074159374,1,7,65.37925792066333,0
IBM,Ana Santos,Data Engineering,2023-04-11,2026-01-29,ffdc2b04db1d2a24d52548d1362ca1098d591cbb498ffa3e2b77639e94e0a94f,0.9198197579744748,995,0.7126936692833417,0.941786321923628,0.9634924174383376,1,7,26.459601294469397,0
TU Munich,Yuki Brown,Agile Methodology,2024-04-25,2025-11-11,2238650f7b7ac74123de92cadc2c63a641222ad8aee2b1b6f64e7858f7298765,0.8331532323423543,615,0.8758195125691859,0.9675434145710562,0.8216762010141797,1,5,2.3888715262564966,0
IIT Delhi,Priya Hassan,DevOps Engineering,2021-06-20,2024-10-27,4e806355b1efc76b76c8a18efebdc030873e47f6617c6fe8d71fba0890e5daa7,0.5462744540611711,1655,0.864457492819917,0.9725551390517277,0.8646187248291484,1,6,3.6051258944170335,0
Yale University,Linda White,Agile Methodology,2021-09-03,2026-02-18,62e47b5d04fb2e045c316e15c9bae568fa900f6bfc13f378f74e652944d4d1b8,0.8365035728653433,1580,0.9211763398714715,0.8917098545391962,0.9180496514079671,1,5,4.115224275728641,0
Microsoft,Robert Hassan,Network Engineering,2023-09-02,2028-08-26,76b2485808e17edfdb0196681ee8e85bf33420682665486cff0d7f318c22d1fc,0.8292529899743193,851,0.7643188114402572,0.9723841344860997,0.8614921981280231,1,4,180.3571494872998,0
MIT,Sarah Williams,DevOps Engineering,2024-07-04,2027-03-30,fc5429676e4b3afa584e66fca4d9114788e43248cd3921799ddb2924a21451f4,0.9804526515314477,545,0.9706068682132561,0.9124081151828582,0.9869065964396033,1,3,67.22952929963492,0
Stanford University,Jessica Anderson,Big Data Analytics,2022-08-12,2025-08-22,a161fec636e659210d2cffcd0c2e8e34ab081216d22524b47bd46e7252faa996,0.7624868771191011,1237,0.8662034120256838,0.9552781735588324,0.8756567136249429,1,6,12.20348314725122,0
University of Toronto,Priya Martin,Full Stack Development,2024-04-21,2025-09-12,29b2170023b98c23c690c46e1db3164d99cda5937b0991fc217e8e9b99961203,0.8720486220675862,619,0.9529173371055678,0.8906402144911163,0.855116173047279,1,6,5.672936313736924,0
TU Munich,David Anderson,Project Management Professional,2024-01-31,2028-06-23,9b6ba81906609433f760ec2ca41935693b7a85da1f7cb3a1ab0ad39b6950a893,0.7451840013256005,700,0.7557655965962113,0.9649006174742836,0.5721909124229382,1,3,10.569341055128778,0
Salesforce,James Kim,Business Analytics,2021-10-09,2024-06-02,96d27943bba3b30451c3cbacf70d474916648f10a48d10b9bc44c68e8a283169,0.6380608990922454,1544,0.827104862566891,0.9143494589440704,0.9394488721247902,1,4,2.2843804403384134,0
Stanford University,Fatima Kim,Robotics Engineering,2022-03-19,2025-07-25,d9b93d8a5efc47acb9b839102e21f59487d8810a110354b42f6beede4f4756c8,0.0183,1383,0.74,0.618,0.2579,0,1,45.03,1
Johns Hopkins University,Patricia Thompson,Business Analytics,2025-12-04,2027-08-24,408b215582a9c6cda83437cf02aa886cde0b0df745c46b7081a975dd400b398a,0.8980643242534022,27,0.4827479304417016,0.9530964782367004,0.7154122314239287,1,6,71.8456312950925,0
TU Munich,David Taylor,Project Management Professional,2023-07-30,2028-02-10,8345141f1c8f0f5b9cca54a0a7e183ab6ddc10e39da5d179ee6cf61fc56b89a9,0.8354916741933122,885,0.7154769732438327,0.91165618154747,0.8357446570655809,0,7,18.81678281341999,0
CompTIA,William Martin,Quantum Computing Basics,2023-10-11,2027-03-29,00b66bb582e65999f859b3dff6883f27af30f0957e7d1b61bea255d47c74d448,0.8239362987953175,812,0.7462517415567717,,0.9418011804735655,1,6,16.07009981341239,0
Adobe,Mary Ali,Cybersecurity Analyst,2021-05-02,2025-09-07,a140d351f930a6116e155781b3a9d2f485dcf9bf94a7d1377bf92544b4a26841,0.718154526940139,1704,0.6897512845675767,0.8984785038601444,0.9404303485412342,1,6,20.11461458542101,0
NUS Singapore,Susan Tanaka,Robotics Engineering,2023-07-30,2027-12-11,0204a2f0532ec448f4aded2d1fba55364b97c0b1f8a3bf2ddf9dbee07c2d190a,0.9167842084921323,885,0.7192386598458728,0.9109266096931585,0.6142880935573664,1,2,44.91395735752216,0
AWS,Christopher Harris,Blockchain Development,2024-03-01,2027-06-05,73b081a2c69c5c0cb54881c6999aac520195401952b813691b74891addb4e9ed,0.7360377068199406,670,0.9312714351639396,0.8982751886283843,0.95534073919713,1,8,0.7411024123246567,0
Adobe,William Jones,Natural Language Processing,2021-09-04,2023-09-11,06d73f9f163782ab6f006f7c4ca08bae9d2a8871005908e399f6c76b558f09c4,0.576016974187355,1579,0.9362395007635116,0.9022552975884433,0.9084395409480822,1,8,0.1376186022045462,0
NUS Singapore,James Dubois,Big Data Analytics,2020-06-17,2022-06-28,90bf848cfbb488202c92228b235c54c6cc801303197c87706cb5f0f639d88368,0.0069,2023,0.2573,0.719,0.2116,0,1,57.27,1
Microsoft,Susan Thomas,Cybersecurity Analyst,2025-08-04,2029-05-04,2011c443a0d3cdd57285b89003903c22ca1c0e9ee8054ea59e9503677987144b,0.9434513371956149,149,0.8489736656703546,0.9015057788122885,0.8446817876540983,1,7,31.410432644380332,0
Johns Hopkins University,James Patel,Robotics Engineering,2024-05-16,2026-08-17,dbc1583f0d7a349217997dd51d1d5a744ad3d83d85e49e8ede4a31aa26996284,0.557481656798151,594,0.650943902198682,0.857664437396621,0.8758916844401761,1,6,16.144863059010344,0
Stanford University,Karen Hassan,Agile Methodology,2023-06-15,2026-05-22,bb90934abbaf255589be140f0c5d1fc5fb05620c91bd69bd18e81a0145d38093,0.8536618366916631,930,0.9823254991923358,0.8050918755168512,0.8119224345965392,1,5,36.00759488164818,0
ETH Zurich,Karen Tanaka,Full Stack Development,2021-07-09,2023-10-10,ed2fc28ee570e2de0e29d633567cad55a0c60587f43640beff7d21ef3c22f665,0.9365905860097965,1636,0.9934403230849866,0.9505948415577267,0.9338251593515356,1,11,29.420833511272207,0
Adobe,John Mueller,IoT Development,2021-10-01,2024-11-05,10330067a685e18b9ecfab22bf0193010d946643c38196ed4ec0d719cd735a14,0.8154652324164385,1552,0.9145019885116263,0.8173257999715617,0.9193382088921845,1,5,36.168515862581,0
Harvard University,Joseph Martin,Computer Vision,2021-12-08,2024-02-10,605a001cbe00df9f88badc3e2879248bc2a4b7fec971ec5f3c0d245a806a0017,0.8843494706023006,1484,0.9368735872723716,0.9530704411445627,0.8289507508571438,1,8,16.431499663088157,0
Cisco,Christopher Kim,Data Science Professional,2025-10-17,2028-08-17,112b76d2961d2c752ab85e0ed4082aee01c933fef13dcfd97df36e26f5a6d35c,0.9875966453257932,75,0.8003333610119334,0.8856923488492342,0.7692078525321324,1,4,75.01809207447978,0
Cisco,Jessica Martin,Machine Learning Fundamentals,2024-12-19,2028-06-20,2886bc18e072bc5daa0717bf5597e2676f13c1f46e01c274f0eb1acc6851f7e6,0.5046123159338639,377,0.46549746393492747,0.9079702901960885,0.7987474386415443,1,3,16.9070775724465,0
Microsoft,Barbara Patel,AI & Deep Learning,2025-09-27,2029-12-07,5862353c7bda5b3e41c55710b3dca62791ac6c3afe9b78d6dd1d244bd0789641,0.771545142151055,95,,0.8378757838664336,0.9218714482063203,1,4,9.706789939203887,0
Microsoft,Arun Ali,UI/UX Design,2022-04-17,2027-01-08,3c9f2a0990204469be19265533c937034943b10106ac2c598df94c9819e6b3ff,0.5517176917613181,1354,0.8021293084456088,0.9437144579324476,0.7600171399806261,1,5,14.104767135766096,0
Stanford University,Jessica Johnson,Project Management Professional,2025-05-26,2026-10-10,90cae2383833d39fbb2c845114b8305b953fe0b302073a516c3632eb807107eb,0.1303,219,0.5115,0.708,0.3546,0,0,181.73,1
Cambridge University,Yuki White,Full Stack Development,2021-10-19,2026-01-30,5349a988751a6fc449b410852862d4443c914fd0dbe30a3f105cfa06be14e480,0.7463264214719556,1534,0.947476037867874,0.8479366979527609,0.8959332021963777,0,7,35.19392926946582,0
CompTIA,Elizabeth Miller,Cloud Architecture,2020-08-12,2024-10-13,6d9bb6cb258fd3616c3498bd876c5e1aa27bd15da61b95257bf7f20e1459a289,0.9362797260142799,1967,0.8624935759024999,1.0,0.9826077444068797,1,5,2.7970044132046734,0
CertForge Academy,Ana Hassan,Quantum Computing Basics,2024-04-15,2025-07-02,bf7224f32f0d0186e0b6c6d390175e12fcba9c1918ba431a4556e519e5dcdab2,0.031,625,0.1912,0.614,0.4576,0,2,7.37,1
Microsoft,Susan Santos,IoT Development,2021-03-21,2022-03-23,e47e3373fce5a3fd5f846fe785defa1bedfd924d11a5c0446438ad5b57afbe96,0.7269626978873794,1746,0.6060230783043355,1.0,0.9400255143114989,1,1,0.25717487489005086,0
Columbia University,Elizabeth Harris,Data Science Professional,2025-03-16,2027-11-24,759a4f01e1214fd1da60f48891e0052fdaac4af65b13aa090a5df0d3fe54da37,0.8995049818977358,290,0.8659319299504661,0.9511620287105385,0.9510373237452111,1,5,62.55018664003849,0
Yale University,Sarah Kumar,Cybersecurity Analyst,2021-12-21,2025-09-18,49ededbef748df1e4cb0b2741ecf7e356f2724d84c05c06c2173a8d00ae2e1d4,0.5844618969113106,1471,0.8896809052610631,0.9366303968066438,0.8648182652242836,1,10,44.229338655648206,0
TU Munich,James Dubois,DevOps Engineering,2020-07-27,2024-08-01,33456877cfda981b506eaa76fef97233b080b029e23c9a3c897f0251b80c92cd,0.8366930287533909,1983,0.4226015868432576,0.9375664167281403,0.8796151916049719,1,2,36.50497446454323,0
Harvard University,Michael Hassan,Database Administration,2022-12-15,2025-08-14,418a673572a7136c9ed603cde6a492386f36566e42d5568ec2cecdec4345d938,0.9604624715389359,1112,0.773479552600243,0.8448472191277636,0.8680753544879559,1,9,81.98869059775588,0
ETH Zurich,Carlos Brown,Quantum Computing Basics,2022-03-24,2026-07-19,7865b44ccb741f1e797660b88f5643d9f5b68610919186d10a310c8b585454ae,0.7490586015749447,1378,0.765309733491245,0.9199874568128529,0.8406168433706324,1,8,19.686041007597602,0
MIT,Jessica Brown,Database Administration,2023-07-10,2024-10-10,2c6fa9e8e84808140789b331b1409058acd27d9a5372863a2216db6e6b80a1db,0.8832063882123892,905,0.8739008766731438,0.8352351733934134,0.9877356655103376,1,5,19.83623705536565,0
Stanford University,Joseph Kumar,Business Analytics,2022-05-21,2024-12-03,11d5c8ffd1b699953fa3124cb0e884e99f6a78888e3b8741077bf4f2bbb37b46,0.5374844650187983,1320,0.8129802515647905,0.8784778867580094,0.7657121236986468,1,8,12.487932076849757,0
Cambridge University,Joseph Miller,Data Engineering,2022-04-10,2024-01-19,17271d8eaf0fc99e0e1735acf47007347333c99f2d5934ed582c5691c3eaa74b,0.8842466256210423,1361,0.9550305225828529,0.9206378614527693,0.9035967907537648,1,8,100.45238653723402,0
Cambridge University,Jessica Miller,Network Engineering,2024-06-09,2028-07-18,194b0cb08811c37a851af5acd164150c336a95a411e28f4281a555af3c34c820,0.9060484106911428,570,0.7388060526596182,0.8930550359871481,0.9438883812580058,1,8,4.4162725251388375,0
ETH Zurich,Joseph Tanaka,Agile Methodology,2025-10-09,2027-05-31,78ea5c15b94b781a594052c278ebacc19c635425208800f849ad8c40dafc537d,0.6949934022916247,83,0.854657864408424,0.9209747238141474,0.8486653454227466,1,8,10.684832216064596,0
University of Toronto,John Patel,Machine Learning Fundamentals,2021-05-22,2025-12-24,cd388a7b725625a043f27811b17435b4d0699bdad6e425d8a729a74281185add,0.7713590860747875,1684,0.8951747127522522,0.9239521899725677,0.9284325612963292,1,9,17.7585888952905,0
Cisco,Robert Smith,Software Testing,2020-05-05,2024-02-14,c4b99f1c511d93bddaefbac0b9db4319a476d20550982e40e7f77362732441ba,0.7818004357472192,2066,0.7623293256664978,1.0,0.9007504102902477,1,5,24.273146580117924,0
AWS,Pierre Rossi,Data Engineering,2022-06-22,2025-10-17,24de1ee93198b0283de086da520824442d10cae713ddc68b649f732092409164,0.9127517991435821,1288,0.446854106240869,0.9132602290183776,0.6359877328083301,1,12,13.364223540562229,0
Columbia University,Wei Smith,Project Management Professional,2024-08-11,2027-07-15,d572584b9890d78ff43dfafe7e51343b00ecdb476f0b1409c304e59d20170324,0.7263481493520373,507,0.8668035650397629,0.8824369242110353,0.8556898280317117,1,2,23.427909732135326,0
Johns Hopkins University,Jessica Patel,Cloud Architecture,2024-08-24,2026-03-18,e7889813d61fc8be35c2d8e18739fdf5d2fb4679391648dec90b2dbf7463657c,0.5809944095087525,494,0.9434062317615444,0.9488235161578231,0.654968849514419,1,7,89.98139908183566,0
edX,Pierre Taylor,Machine Learning Fundamentals,2023-04-17,2027-05-31,3ee9ebb3ab25a7a97a64862640171f2ee03249f8d718a740a002fc8e31ae3204,0.5514119604125197,989,0.9305466419185927,0.9815480291315503,0.8901563751676066,1,5,7.620858331217018,0
edX,David Davis,Agile Methodology,2023-06-23,2025-12-14,0b70d0a304df0e4e1d3c651b324875cbdeacd1d8b4ec2afd7fd1926f2855cf26,0.5711065885666924,922,0.6456368760376805,0.9481315134082613,0.8115172572907593,1,7,7.516075513626527,0
Udemy,Sarah Ali,Big Data Analytics,2024-02-25,2027-08-02,76e1c90c8ba0ca3ab2df4e8e63edf0b9d2bfedbc1e0913ceb67edc62849ca8a5,0.8066100724845413,675,0.9949113240999675,0.8400383127600584,0.9723900979071893,1,3,14.079979577898834,0
Salesforce,Elizabeth Jackson,Database Administration,2020-03-10,2022-12-02,e59e6b77608a044b4e5992c8f7109e808f41ec9eedad8a98826516cb01e0b5b5,0.894409602499991,2122,0.8629068688454434,0.941028484719622,0.9361647553761921,1,4,6.990483400068006,0
edX,Robert Dubois,Database Administration,2024-02-07,2027-12-21,dd5945d62daf81e805369097f316720ce812debbd0ea87b19f54c4259c817592,0.6781767739308879,693,0.9173114727248005,0.8899244242615071,0.7345436702841764,1,7,3.9254768661690056,0
AWS,Sarah White,UI/UX Design,2023-12-28,2026-06-24,73f39b4c4b210fd355399c1370dfe1bce3aade58dd6f66acde47d0ce34d604de,0.6812290421112202,734,0.805254961893463,0.9464262601723019,0.781405484582132,1,2,44.092164157094345,0
AWS,Barbara Wang,Agile Methodology,2023-06-19,2024-12-22,68476d4974a819e0f7710795c104456584cc2ab8f0c9442728d684c83f50e6f2,0.7981648293099767,926,0.830008809960453,0.9396653804283684,0.6139086932423761,1,4,7.531288767016765,0
NUS Singapore,Yuki Miller,Network Engineering,2024-06-16,2028-09-18,f07bbfd30bb94f4caccc0495aedf629a01c8c1b4e5346b4df644c223a03dd688,0.9406366263633613,563,0.853526986522552,0.8354929528125898,0.9269139783390208,1,6,26.39083756246197,0
QuickCert Ltd,Sophie Hassan,Full Stack Development,2024-09-12,2028-04-19,57aa213f1012631d374d2b05d8b899b3c2e66e3e61d5a0710470a055dcd64f06,0.2041,475,0.0764,0.682,0.2461,0,0,177.63,1
Salesforce,Yuki Martin,Machine Learning Fundamentals,2025-03-30,2028-06-13,9fdf8c57a00427544d4d1fb278ac563cb527c3cd0d71954f85c1b4f60500a1de,0.9356289466305892,276,0.9891518346934836,0.9554681470703168,0.9732373263600352,1,5,50.38722179783517,0
edX,Pierre Harris,Mobile App Development,2020-02-16,2022-10-26,f7ca3e0944c4a99fcdbf5b8bd571d6f23868eec7f59fe47565407561f9b153f6,0.7795434351510974,2145,0.9799866039718861,1.0,0.9943112847020976,1,7,6.432353826848224,0
Microsoft,Linda Johnson,Machine Learning Fundamentals,2020-05-14,2023-04-21,811446d91535e70267fbb4aa05e30c5eea06e7e890f32ea089823aec2e1cff52,0.9346864300871098,2057,0.5570244661986558,0.8954339267923147,0.9459333190991904,1,5,13.66176012999204,0
Cisco,Sophie Kumar,UI/UX Design,2023-05-23,2027-11-29,92eb4e942463223d4ec38c7b33f4b6c80db42f23ccfc13c51234a639486fc462,0.7438390683097683,953,0.7031232847359441,0.9263150026527853,0.8605975591177499,1,6,23.437805608251598,0
Columbia University,John White,Big Data Analytics,2025-07-15,2027-05-29,acefe8747a3282450ea3d0470b9e32edbe9841c47d826948b2df71f60ddf2a82,0.6613707506159732,169,0.8959100771612758,0.9020077121157927,0.9841619412462455,1,9,0.12250267010803237,0
Cisco,Thomas Wang,IoT Development,2024-06-15,2026-03-12,346c4380d3a0193417349b0270e2c0694a58a9b93caa72a7456d72359835a198,0.9639990134732159,564,0.8941139783272379,0.9087159086553225,0.758643310803525,0,4,16.094626778668758,0
MIT,Wei Rodriguez,Full Stack Development,2020-07-12,2023-07-23,4e166430c002b25bb2ff08ce66bdba18f2b11956e5599ad65f2cdc78cf19043d,0.8432043383390162,1998,0.85560221188731,0.9171467174494666,0.8581293508053297,1,6,21.580403642072945,0
TU Munich,Karen Thomas,Machine Learning Fundamentals,2024-10-16,2028-03-26,7386b756dc0148ffc400228002fce9aeb405d022e3d9735982c2ac13cc9d17f8,0.6313185467124928,441,0.6354407176906023,0.9437550702167581,0.961174448222623,0,7,78.35099139409454,0
edX,Karen Tanaka,IoT Development,2024-08-12,2028-07-01,857bd17bf2048ca7807a94b5ca8cfaa938d3dd6209479b5d0a45ee80b9ebaa96,0.9530725331788177,506,0.8472438256834506,0.9851638940148123,0.9086018842887725,1,7,15.65117840677257,0
IBM,Linda Davis,Database Administration,2025-02-04,2027-04-13,37328f4f2134737ec8933e82015c332aaf21e5c1c882c2ec3e8e5ecb59c4e82d,0.630114088984855,330,0.912935738666978,0.8886955134097492,0.7842951540488985,1,10,6.465748204235036,0
Coursera,Robert Mueller,Full Stack Development,2024-10-31,2027-10-05,46d6f9a58fa4830b0b889bb44e031072a06b2bfa245f70bc2d12488b4f6712f7,0.8581050024914528,426,0.764168978156092,0.9342606330465839,0.8824486122000486,1,6,15.98114333990724,0
Oracle,Pierre Brown,IoT Development,2023-03-08,2027-07-24,558351e800d76c0781a25775e0fefcac8b23c27c19843ce16a2cb38f46438109,0.8765938718921894,1029,0.5528472937284287,0.9160713507603547,0.9616993147195296,1,4,16.660582539450242,0
Adobe,Sarah Garcia,Mobile App Development,2021-07-05,2025-12-24,b2168467ee9c496fe34f878ae7eaa3a0078de1cca38798588a0fb0083f96ba89,0.8434239378059112,1640,0.9747067257500559,0.8874289736539108,0.7557982640778385,1,8,11.420996619872184,0
Yale University,Joseph Thomas,Computer Vision,2025-10-29,2029-03-19,215fdbb35fd2251b18647e785842df2e4746d7bc9b53548ab6fc1667b28123a5,0.8676919153319673,63,0.6601169833820414,0.8748326209539582,0.903828981252268,1,4,31.38957847729071,0
Cambridge University,Arun Martinez,Data Science Professional,2022-10-29,2026-08-19,d6f30575cbf8f648fbd922e38fe50801be60ce327aca247d6e585ae0a71a6abe,0.9194041992750965,1159,0.9359806847111951,0.9033204036270515,0.9578503941951472,1,4,29.11386143741183,0
IIT Delhi,Priya Anderson,Digital Marketing,2023-09-16,2026-03-08,c80ed9fe4e66faf81675261415c972223907cfbc416c10ca115690690d76cd51,0.6384574392643748,837,0.7649297056907568,0.9759084707447604,0.8878026155104005,1,3,23.29677584618148,0
Johns Hopkins University,Richard Kim,Data Engineering,2023-10-01,2028-08-23,705ca78965071b860e35816c3faa8c643f469e6c6ea9ff6da7e5fa4d971bccf2,0.6014333126282929,822,0.7384380248927186,1.0,0.8641260811594523,1,5,0.27446622831537576,0
Cisco,Richard White,Blockchain Development,2024-07-26,2027-12-08,58f052ca847a0acf07dbb12273fce6719e863ba864b1417e5b3f0708d2842587,0.7056144446224529,523,0.7841751363254779,0.8816892623728605,0.8146606722430679,1,3,10.382769556422394,0
TU Munich,Robert Davis,Mobile App Development,2020-04-26,2023-06-10,1159df98,0.0515,2075,0.0626,0.7426,0.2135,0,0,23.7,1
ETH Zurich,Mohammed Jackson,Digital Marketing,2023-01-25,2024-12-10,9eca2e347f75629f54b985189d14a83d4881a7e3d82937104a797c355c3bb6c9,0.8556268350757072,1071,0.9252995561146629,1.0,0.8319329489734789,1,3,9.055503953793277,0
IBM,Sophie Johnson,Software Testing,2020-02-10,2022-02-13,2600fd59df7151fe2b9e89322ffdaa88b8be366d3c73986abb01dc6c6b4e63d0,0.6883537487731182,2151,0.9470484787796243,0.9723927256856276,0.8066927487294622,1,4,129.40381459946474,0
University of Toronto,Jennifer Rodriguez,Digital Marketing,2023-04-19,2027-04-06,caec896eb81b5ddb5ccf4c4b50339512614225628ce487a0b2cd651f3ba48377,0.7440771343707032,987,0.8443222653068876,0.8483047628816469,0.7676997091593005,1,7,45.86111456968426,0
CertForge Academy,Ana Williams,Robotics Engineering,2026-03-17,2027-11-23,9cf270f2f6e4ff8b763ab0aca7dc6e64765d30a07d77d8c651e414d02a7ea227,0.0392,-76,0.1052,0.8132,0.1445,0,0,91.43,1
Harvard University,Jessica Kumar,Project Management Professional,2024-10-21,2027-04-16,f5bd1c452147bab5e4965bc9350a813a7b15ee96b72f5d0642665f2ee1f68a1c,0.589650423420678,436,0.9063607771002385,0.9407836534964241,0.928662295299084,0,7,23.88336484615943,0
PMI,Wei Brown,Agile Methodology,2025-09-26,2029-01-26,6228c19ed048861d92cac7dcc73460eff131ebe13967a89868d166355831b741,0.851838335852558,96,0.625902546752008,0.8826221682820229,0.9092379416181635,1,6,3.01542531253776,0
AWS,Michael White,Blockchain Development,2021-12-06,2023-07-27,ed4ec38130732728ee418ca4d3939d4b5769babff7b06b004b5441b970cbf035,0.7945900217272758,1486,0.9405426112535591,1.0,0.8004964775802809,1,6,15.03040008855923,0
MIT,Linda Martin,IoT Development,2024-09-29,2028-09-19,4d909f93d0077cdc37e7e107930f352d7766b5b675444c6bbafd682d5b2e6fe4,0.72807674908297,458,0.8930155854451461,0.835150123212288,0.8681781407959683,1,3,12.099148942416518,0
University of Toronto,Mary Rossi,Network Engineering,2020-04-26,2021-07-03,aa4ec4c1c0f51f4aaa4bc238a892b5b069b0567cea94be51d00738ec821829fd,0.7658596425611204,2075,0.8411805955867439,0.7909699272439822,0.8806369232733362,1,6,14.572844921683366,0
Salesforce,Michael Smith,Data Engineering,2024-06-17,2025-09-08,e53744557320d91ae9b7e7bde22af2c8e67cb8399e1ee07edb687caa096d4358,0.8439667679610279,562,0.7025759437003138,0.9511806621155805,0.8605444353180234,1,8,13.560740988477665,0
NUS Singapore,Mohammed Rossi,Blockchain Development,2023-06-01,2025-05-28,8fdaccee4bbc3442e4b808ba68ffc3d9d667d4d4103f9aec13f8c0d3416923e1,0.8579275311593962,944,0.7762553001701136,0.9697468743586156,0.8493288954756583,1,9,18.147890394025122,0
Adobe,Pierre Miller,Blockchain Development,2024-10-18,2027-08-28,36f0b19382b0f3c183911e0dc5eccdc138e010eadea16275f59b55780bc86bb6,0.7641536986449878,439,0.8516789391805565,0.8891080233172318,0.9498491702157833,1,9,5.40096451612972,0
PMI,Priya Hassan,Natural Language Processing,2020-06-06,2025-04-01,02f6516c02f40a7f6958b5aa1bf9fd5ee9303f63e23a6761f99d6fe7d512fbf0,0.9160919491116232,2034,0.9073763305297813,0.8996248576192719,0.9343960317195789,1,6,7.9664328987974224,0
AWS,Priya Thompson,AI & Deep Learning,2025-01-03,2028-06-14,bc68726611a567f269c3fd9b3e025bd61cb97d2ce1416a4968ff4870e357c726,0.8891535959406269,362,0.7073150164819978,0.9087778681010723,0.3034945382719497,1,3,34.867769941323104,0
NUS Singapore,James Hassan,Digital Marketing,2025-05-23,2027-10-14,eac93c0d13ccdeb4759cb6e7c0b4846cce3d371ave324f1396c557bc5915c829,0.2052,222,0.5224,0.6134,0.1161,1,1,45.85,1
NUS Singapore,Christopher Wang,UI/UX Design,2020-05-30,2025-02-24,f5cdebc7afd874f49172ce4a150b21a064d47032eb64327523d389c245563bf2,0.7936435804908155,2041,0.7264722755805689,0.985571642129304,0.9888027420708477,1,3,42.22777600462362,0
Stanford University,Joseph Martin,Full Stack Development,2025-10-04,2030-08-04,599783d1ca69ccbc0bd5012533c489134905aa17806292a4a1acaa1ddd0e1c1a,0.8697639243618491,88,0.9484256542716903,0.9056735791822699,0.8144575765197806,1,9,1.2862704097210356,0
University of Toronto,Thomas Santos,AI & Deep Learning,2020-05-30,2021-05-02,dc4a390d8c94e5fe6af2a8ffba4567b26d91338bf6d95l6aca9b704f563a86e2,0.0084,2041,0.3408,0.3331,0.2211,0,0,11.9,1
Cisco,Mary Ali,Digital Marketing,2020-12-14,2023-06-17,4e4ce7800b06e4b4cc9adccd952aba099ab3a3f421509eab76b447bfa50f005c,0.8812942067769579,1843,0.8688175237703415,0.9346624474131511,0.9005569116417196,1,3,32.00082934282841,0
QuickCert Ltd,Karen Harris,Cloud Architecture,2025-10-21,2027-03-02,47f0a2a8435a2eceafa287d73dfc66d72973a7159c3892942ab28fb22477d8ae,0.0591,71,0.4182,0.7609,0.3446,0,2,8.78,1
Oracle,David Santos,Data Engineering,2025-12-11,2028-05-19,d0b4c0e75ba1b8754e5546e6dbb97db6be2594b85187c32d8a4f61bc290c25a7,0.7588151844538953,20,0.8541287145094357,0.9267532251191248,0.9639174496538764,1,3,78.4737006407596,0
ETH Zurich,Robert Taylor,Database Administration,2023-12-09,2027-03-15,40ffb45a31ef94d99602b0bb5d688960aadaf7cc5cda85fa5e272317a0dfae83,0.8258623331094948,753,0.9265054536454825,0.9770958964140364,0.7865211332136758,1,6,30.310122713163082,0
PMI,Ana Mueller,Robotics Engineering,2024-05-19,2027-10-22,890746d236dc1508d1cc6bfe5875dd49b885be9af48d1bfdf186c0f59d8bf366,0.7336355767914675,591,0.5943869891355598,0.8692127141662982,0.8594801770209264,1,9,45.62478708720296,0
ETH Zurich,William Ali,Machine Learning Fundamentals,2021-09-30,2024-05-24,c750e7b4896e4ae3eb2e862e4264ca0eb2d9cafd80b250e436e8dee6f916f0bb,0.9152852975138723,1553,0.8920120778112274,0.935529097593864,0.35496072360463576,1,5,24.400786645348706,0
University of Oxford,Robert Rossi,Project Management Professional,2024-09-17,2026-02-27,e7bc4ab8cc57820113c362d9e033a9625ba14e485c167f5183b87fb050198970,0.8737016319388846,470,0.7148415196040917,0.8629137747842525,0.8479480840093374,1,11,57.28376931590669,0
Columbia University,Joseph Kim,Robotics Engineering,2021-02-15,2023-01-15,e4351e046fdb003e7c1ef568fab5974e05bcc2496b0430d8bd2b25aa2ebbcb66,0.36115281234834345,1780,0.9491088952040514,0.8985527600449007,0.9677857703185125,1,4,3.0795180841874483,0
ETH Zurich,Jessica Martinez,Natural Language Processing,2021-10-04,2024-07-09,255c504f4d015c992ab516a25d6d11461a5dc0952dc25c15bd5f24ac9ee36b28,0.7294781718452701,1549,0.7199603915527575,0.8342930688514754,0.7889239709477822,1,4,104.93818350651563,0
Microsoft,Richard Thomas,Robotics Engineering,2021-01-19,2025-03-19,8eb22bb102a09b350e267bdf29720f405a696a2ef9fa84a715053f936ef1a357,0.9359340848775578,1807,0.7167268318279192,0.9071525412804097,0.9886045028620859,1,7,11.794943007063578,0
Salesforce,Arun Martinez,Natural Language Processing,2024-08-10,2027-12-22,9db59e9bdb78ed8d1d6bd8852967274d4b61d95391183572d021efb0c066cd0b,0.708685382174678,508,0.8449614514434718,0.8941363552547142,0.7423545898831782,1,8,19.59517665762021,0
University of Toronto,Sophie Thomas,Natural Language Processing,2020-08-01,2024-01-04,da9e08834ec297947059cc474ece9c13c322286e4747f230b337d89a4117288c,0.8179356846493264,1978,0.7543575165218758,0.9366806092441412,0.9424382021083171,1,8,27.59491973770916,0
CompTIA,Mary Ali,Cybersecurity Analyst,2022-10-20,2025-08-20,15965307de0776d322ca7215d886073dc56baa359f7c7989aa9e935e4efdf97c,0.7319012159421766,1168,0.8419072011063183,0.9402767081262995,0.8851659119834697,1,2,47.888155992049775,0
NUS Singapore,Thomas Brown,Network Engineering,2020-03-26,2022-09-13,18226c709d26a2663554bf2111f5844e570fd6a8928a4c25aa4d54727a3137c7,0.8948689507212002,2106,0.8922539290770198,0.9458487547154565,0.7837178630287078,1,9,9.807547985568231,0
CompTIA,Linda Patel,Project Management Professional,2024-11-13,2029-09-08,0c26c8be5f5b31cddac9fb944d2df4fc5e093018c685a76d134ed74d2ecd1c2c,0.9235201235693025,413,0.9462919783538012,1.0,0.8402918472043921,1,6,61.97330624382657,0
Adobe,Elizabeth White,Natural Language Processing,2020-10-06,2025-01-16,16ce185faf7aa6d1a4fe5b79fdbf6435c4d6b515087014e0efff1c1709595ddd,0.8235998384865996,1912,0.9547449551882278,0.9682663333580563,0.9600015616610107,1,5,21.297308646125675,0
Google,Karen Kumar,DevOps Engineering,2022-07-14,2024-03-21,1ccd2b44e547944cb94e689c1c353c67be87f5d4f6e05fa63160d826c132077f,0.8413854314256145,1266,0.8340026859410368,0.9066908411215582,0.8948235865348277,1,7,13.634488403780399,0
Yale University,Wei White,Cybersecurity Analyst,2024-06-02,2027-10-18,e44fd515fee478d0fc40222bd98ba70e16d7935b5422f925a3ae3788b9d925db,0.6686067977354037,577,0.9027994808416553,0.871638713264918,0.9550029682766296,1,4,53.99122313456756,0
Oracle,Linda Anderson,IoT Development,2025-08-31,2027-10-03,1d40bbad41086bb49446fd787cc15581676bd2948b287b4fd19e674d25da2227,0.9395326358961151,122,0.949341505075924,0.9389751583447286,0.855290216694517,1,6,16.272171038814523,0
Harvard University,Fatima Williams,DevOps Engineering,2022-11-10,2025-12-03,fd29b3988c04909b698ed2cdbdbcae1db6c2244b56f71c2ef4c3acc5d3d3257b,0.901015155805483,1147,0.9547565333919641,0.9495666423457447,0.9032520030037072,1,7,16.28147570717192,0
Columbia University,Wei Davis,Database Administration,2024-07-01,2028-09-06,8521ccf502540f8914c8d37422f44b9a03b9f99f430aed9a8eba2f0ae1756720,0.7646941746867869,548,0.9023979250979628,0.8647503350835819,0.8383586683170178,1,2,32.60781834992974,0
AWS,Linda Martinez,Quantum Computing Basics,2025-06-08,2027-05-28,40210ab165ef6b536d5cd928e7803ec63628b19386da9fbb1c6aced60fd4eedc,0.7068521134290984,206,0.6162113002126768,0.8290346350027946,0.7932318374268608,1,9,1.1038676596039807,0
Coursera,Mohammed Kumar,IoT Development,2020-11-28,2023-10-16,f03f6b93b6c368ea88b273afa73e7cb28c21bfc82b1c9ec908d59b81a5cd9d35,0.8800119158308255,1859,0.7071836934436148,0.9299432634087038,0.9824544115816815,1,7,66.56558843044571,0
Oracle,Robert Harris,Quantum Computing Basics,2021-08-25,2026-06-01,9dce6e6fca2707655f6e273657a84c4df0a5d8312d5ff8f60a81498f98930b28,0.8911504613346499,1589,0.48901079340374715,0.8937609239934838,0.9219273050460101,1,5,3.742098765447479,0
Columbia University,Barbara Mueller,Cybersecurity Analyst,2025-11-11,2030-06-18,7c61fb50cba8895e0e53013085d05045b096bce2cf2d107b0e02d2ccee4d7577,0.6745485841825865,50,0.9575109597077641,0.9747484367596757,0.7556013176991334,1,4,30.425060712780517,0
DiplomaMill Online,John Jackson,Natural Language Processing,2021-02-07,2025-05-13,98f23897,0.2078,1788,0.2389,0.6003,0.0884,0,0,0.47,1
Coursera,Linda Williams,Quantum Computing Basics,2023-02-27,2024-03-20,cbc9f58ab5367240f503b1a6b18670b019d5472b56e49fdb3820ae20974372e1,0.8527902786480177,1038,0.9396446869886715,,0.9191817874829293,1,4,0.6416654412012401,0
Cisco,Mary Dubois,Cloud Architecture,2025-05-01,2029-07-07,5476beb4c947bdbd31f79968f8fe0506dcebd3648d68c6043f8038320533e17f,0.7480255175730863,244,0.8192787377127041,0.8711438526785381,0.7957400756496915,1,4,42.569724388745314,0
Udemy,Patricia Anderson,Quantum Computing Basics,2020-02-08,2024-05-05,30afb7a10d88b501d7a29024eb380727240990a1654989269ec1a85b7283920e,0.7140557746150819,2153,0.853301588219812,0.908963785454172,0.8083819177857324,1,6,30.47057275092758,0
MIT,Fatima Taylor,Data Science Professional,2024-09-09,2029-05-29,ac59420776ee6101cb91973312d765e5a474957a305118d24227473f068181fe,0.7661719327526751,478,0.8990375270205275,0.9457352916738795,0.9650488182372619,1,4,10.251761913438152,0
FakeUniversity123,Priya Martin,Business Analytics,2025-02-08,2028-04-09,769bfffc1fe71b946c21b5345f012c8bbc8ad02e17268cbf64030a527b18a028,0.2866,326,0.1008,0.6821,0.5,0,1,10.89,1
Oracle,James Garcia,Machine Learning Fundamentals,2021-07-03,2024-08-07,158ddfb79ed72e62ef1e31af587d1ac1d93ea6bb5bbd1fe37e8a0e8327d15692,0.8073808124604929,1642,0.7031312868868459,0.8753365082040206,0.7780458818985136,1,7,10.807695099082148,0
MIT,Jessica Kumar,Digital Marketing,2021-11-25,2024-08-30,fdea474116a432fe2c8273df815886e073eb17b262ffcc321fe0598045879bd7,0.9195320655747586,1497,0.9265138382927012,0.9870577187457307,0.767938299648963,1,2,8.47713943558016,0
NUS Singapore,Pierre Davis,Software Testing,2022-01-26,2024-05-16,2853bb2ea533f71f015344aa64f9ae425296cfe08e8559d2509116d81f11fcd5,0.7062393771822709,1435,0.7204268198290037,0.9825322671674389,0.9341274656366276,1,5,16.03141106650275,0
Google,Ana Mueller,AI & Deep Learning,2021-12-30,2024-04-17,09fa48f5466f33bba06e016705808c8d4fb466b6ea728f81e9e61957afd8cb10,0.8047340862836548,1462,0.8407409024004476,0.9306532629321723,0.9851413901132374,1,9,114.81619525783215,0
IIT Delhi,Yuki Brown,Blockchain Development,2025-10-13,2029-10-07,35ebae2c3cac8b4b9f1f6e182a144d5872a9206b9f17c14897c8705eda3b75f7,0.8445592465783486,79,0.8055423705911909,0.9838669934303594,0.7725509321152123,1,1,10.994001488979189,0
ETH Zurich,Mary Rodriguez,Data Science Professional,2022-02-12,2023-10-01,3224785e72783561d15c5df90b709d5fbc63709fd0460cda35af90f9df562ec8,0.970388669218333,1418,0.5339269408652835,0.9690108195303199,0.8735195608952188,1,6,20.533143097523194,0
Oracle,Linda Patel,Digital Marketing,2022-11-22,2026-07-14,d5cbe3172e6a7ea22b62b364930c5e4d1517c4ba7eaeec75e2978888bb441209,0.7436278049758284,1135,0.8589776811018257,0.9570403703114145,0.9604085511944179,1,10,10.032433619648664,0
edX,Thomas White,Network Engineering,2025-03-24,2029-05-26,b7aebc1d3340496346efdd4cecdb403f55c807dfc87ec7e503cdac5055d08d1f,0.6865848296227999,282,0.5516378947340405,0.9337107999960005,0.9808390842704439,1,4,6.738436513065618,0
TU Munich,Joseph Kim,Network Engineering,2021-12-10,2026-06-11,548b7db35b30a31196e412b49dfdd63b53f7a2754f19484c9dea7584491e25bd,0.945950275228392,1482,0.9491303194430316,0.9274337437153339,0.5752505926513727,1,5,53.22653719713085,0
Stanford University,Sophie Dubois,Business Analytics,2020-01-05,2022-09-22,0079ade99fccf16befe24f45a7d2de5b5e2b18741490dee3c9c8042d97913050,0.665096785278318,2187,0.781259863113864,0.9075494010894473,0.7667026156621105,1,3,28.275411854255648,0
Google,Jennifer Jackson,Database Administration,2023-08-02,2027-02-18,33cd7fd220c1e7c30816194279e55283f1e1249a30ed9b8ebaf9a6097b9db888,0.7727987746947,882,0.755570051753025,0.8855216002558528,0.9956038881745373,1,2,100.7784466461132,0
Salesforce,Linda Mueller,UI/UX Design,2024-01-26,2027-08-29,083f48e3b497cec82902d15eea0d8f9f754e3ba87e68df99f2ef5f2318c1d2e8,0.9363929685754578,705,0.781038106866794,0.9313147163282286,0.9729013238431328,1,2,15.978297648669468,0
Salesforce,Sarah Tanaka,Mobile App Development,2023-03-20,2025-05-16,0502cc8337657f6e66eb188d96e5482c1cf489c0ee95d5c32448a65dc0b3416a,0.9728840534000825,1017,0.9845501852192766,0.9537346084258784,0.5877891700203239,1,7,6.339457984315158,0
Columbia University,John Thompson,Mobile App Development,2022-11-07,2024-04-22,5854cd87af2f0efcd6c9a89137eff80fe3dad814909e06227a2cebe1377b58f7,0.9747430958546003,1150,0.780014424748842,0.9572397643081948,0.8131560913472073,1,6,73.02062780238896,0
Cisco,Fatima Wang,Full Stack Development,2024-09-15,2027-12-14,677f3ece2c9bb097230ece4873e3439976c48c35b07fb6d70c251cbe786c3d5e,0.9369628014942856,472,0.9175594038358214,0.9334386603789993,0.7972623344864483,1,4,90.66532375632273,0
Yale University,John Dubois,Agile Methodology,2020-11-06,2022-02-09,01c33cf981b044847252a74419dcc10b7f078736b20dff07b513b8fb85350dce,0.868559255508266,1881,0.8385099213322903,0.847579385700092,0.8180417201669737,1,7,41.54056783766613,0
IIT Delhi,James Mueller,Machine Learning Fundamentals,2021-01-01,2023-03-19,3ecf07255790a2d570b97ab4d0925e79943805a2549d3e03773c36c0a6e73809,0.954384148192072,1825,0.5066284813177117,0.9179114038342244,,1,4,66.75322576269669,0
AWS,Robert Rossi,Cybersecurity Analyst,2024-08-21,2027-10-11,0ac40018a2963cc80c55482229a3a648569dc92f0b04a0abe3047b920bea3365,0.7541457404704239,497,0.8867177623423859,0.9333765416269612,0.7694417110122004,1,5,38.20018714460465,0
Microsoft,Mary Wang,DevOps Engineering,2022-01-10,2024-05-19,945ac43a7acf9526a925c27bda88abaae5900efaada6e348306b8a6f555ff889,0.6325256841043138,1451,0.9637342436698185,0.9450534036362547,0.5215873792369133,1,6,1.9676249543770228,0
Johns Hopkins University,John Ali,Digital Marketing,2024-06-08,2026-07-02,2fcfe94cd275e6033df0d4d884251a1434991a396c735fc0551edc5e0b74a431,0.8703206458359716,571,0.8172397602841025,0.9145108836256092,0.8565130584101273,0,4,72.79181211565016,0
Cambridge University,Richard Jackson,Digital Marketing,2023-09-28,2027-05-03,8f6621ff622c6168f05f960f46d931aaaf16a3d01fcfb92a345d0449f2c345ec,0.981246589557118,825,0.7700557634951259,0.8572265995153792,0.9360119084203689,1,2,12.56683024067367,0
University of Oxford,Fatima Dubois,Database Administration,2025-01-17,2028-09-19,c607770e542d05c9e5bfe837a3709f455255268b033415b4a764c2b0a58d64ef,0.6531594516030003,348,0.9520024142573094,0.8348394556669163,0.8802033895787086,1,5,33.837849156332766,0
ETH Zurich,Susan Rossi,Project Management Professional,2021-07-10,2024-04-18,5402a27d27a428712244cc3d8606116522414d9b869f69181f62ca504674dcba,0.7813663885953168,1635,0.9937863642756436,0.9039864624561297,0.9582367437010102,0,2,23.033075851441875,0
Cambridge University,Carlos Thomas,Quantum Computing Basics,2021-09-29,2025-06-23,bb874c7672182e93f4c11598aec12b6fcc36c03c313c00add693071442dbc50e,0.8488267232933734,1554,0.6788437318064869,0.8600469408608207,0.9381194972636915,0,2,28.201578403562483,0
Adobe,Pierre Martin,Cybersecurity Analyst,2020-09-12,2023-03-10,1ffba9bda5e813ef6620df8fb05735d491e06070d34ae64fd917236924850b1f,0.8344494930605395,1936,0.7273009943339357,0.8908454662566807,0.8286374502243403,0,7,0.21552328305297758,0
Stanford University,Karen Thompson,Business Analytics,2020-04-25,2023-10-27,e828690ddb5eca934fa1aac65d737d7e925cc2089d2004e27172ba1c1502c598,0.8613763615577525,2076,0.7633920456024619,0.9259654303748525,0.9210920533411849,1,3,33.69123323967654,0
Coursera,Patricia Johnson,Robotics Engineering,2025-06-01,2027-05-28,67d5185a28f9e6d973fa39dd15b84491be2fc822f032f4cffa437b2588b4a998,0.993320520518977,213,0.8374309128958545,0.9656226272544113,0.8811773676786302,1,7,49.21523271446598,0
Cambridge University,Karen Hassan,Blockchain Development,2025-08-09,2029-08-09,b23676c84edff9d03b8c2eae2dfc8478257a3b7318b8946b0f127916b51a08a9,0.7324797360835421,144,0.900292741666976,0.984039159814998,0.702449498073009,1,4,3.7150734616880383,0
ETH Zurich,Pierre Patel,Computer Vision,2025-05-25,2030-04-25,4bc268c808db2e04f949605fdbf228efdbafc665ab9618f1abeac5f349090543,0.6459810932999187,220,0.8216628079144126,0.9035197133607146,0.8760227862675237,1,7,7.1953083727311435,0
TU Munich,Priya Garcia,Data Engineering,2023-01-23,2024-06-05,a8fe453597abeee3cfb4664b9e017a204789181329c63bd39f6086c4007ad35a,0.7741326311095413,1073,0.57776249001431,1.0,0.8707039858941543,1,3,1.9806978598220462,0
InstaDegree Corp,Linda Rossi,Blockchain Development,2025-06-08,2030-05-04,a6169c3cf2c8081e7e34b,0.0646,206,0.1777,0.5192,0.6253,1,1,3.62,1
Coursera,Ana Harris,Natural Language Processing,2020-11-24,2023-12-28,5a4ecf3e7e72ff1f42762a794327bed7f8d87d68dc1d92cec74321f14baf8ca6,0.702647469589602,1863,0.6689894759327215,1.0,0.6257599703416024,1,8,100.09172822246595,0
Udemy,Jennifer Dubois,IoT Development,2026-01-30,2029-03-27,beb7375d3b3b36d9b5e82d503bb47e998c1c88cc5146241f0437c044a9f11af1,0.1838,-30,0.276,0.5521,0.2055,0,0,26.98,1
Stanford University,John Martinez,Project Management Professional,2022-12-12,2025-06-28,15fb4d258964f390b1268084eb6172960a9cbf53cdc52a8da604f36dd9dfe795,0.9278700739995253,1115,0.7560945138310079,0.9458638306966699,0.8829564742481548,1,4,19.482594226496236,0
IIT Delhi,Jessica Chen,Network Engineering,2021-06-21,2024-12-25,f5ca6c0ccdbb1361de0bd38b74b99a69c46b01a267fc8081647fa1bab7599972,0.9202005575355078,1654,0.8948899517889629,0.9021989713758549,0.8320716105779447,1,6,76.03490903789722,0
ETH Zurich,Christopher Thomas,Quantum Computing Basics,2022-02-16,2026-04-03,4b06256dcb1f53d063845b1822adb28ac4dd3c9b9fd03455743b7992f01dc2ba,0.7697058349759655,1414,0.8503730935364668,0.8221247188994152,0.8080590230667207,1,4,9.293079494632435,0
TU Munich,Sophie Wang,Big Data Analytics,2025-10-15,2027-04-07,7094386e3d4e3d49fdc67282f3cea908577a3bd5b5f762149e11588f6b2569a8,0.9563384026915542,77,0.8895213939591466,0.9008924654727328,0.9113290451165514,1,15,6.954311889347798,0
IIT Delhi,Susan Kim,Big Data Analytics,2022-08-03,2025-07-04,086e1ca8c3e2be8680e6989a063ea6652863f706f886ee20b9140fdfd763dc89,0.7146279669397358,1246,0.5731472552676046,0.8873638703024548,0.8684198339558766,1,7,49.69684075034107,0
MIT,Richard Miller,Cloud Architecture,2022-08-23,2023-10-24,2f3924878931af9216fb2ac3390504e1394c4cfcdfdd022a91348553d575caa0,0.9458980982623035,1226,0.8311684884750632,0.9155343896430443,0.895863726730972,1,2,69.44838534696503,0
Salesforce,Wei Davis,Business Analytics,2020-11-14,2023-01-28,6eddfe6a92a18b6b30fdaba915a7cbf425c854a2ed110baab3154e1ed59f2135,0.859995302341735,1873,0.8339853924028634,0.9091347876291598,0.8927568402577281,1,6,27.673749585243147,0
Microsoft,Mohammed Ali,Network Engineering,2025-02-11,2026-09-22,00915f85b056377e278e14ef75ae4f9af49c4f0dba6cac14e854d6370255624a,0.697622702133502,323,0.762621435909506,0.9209104612738122,0.7047798018593517,1,6,13.795565168902668,0
MIT,Yuki Santos,Robotics Engineering,2022-06-25,2025-11-04,d736c280f0db616a3bd92fa6ccd14952c731493c0251e6364b35bbba905bb847,0.9022228405783824,1285,0.6857772276024002,0.8568548407879607,0.8598165308453125,1,6,21.035519611673944,0
MIT,John Rossi,Cloud Architecture,2025-01-27,2028-08-09,c54808b95cadb200a668b5dd70a72fd0396bdb5ca787a733fe874020c9c482a9,0.6772666893130935,338,0.5206386242344709,0.8055021839539507,0.84655437143826,1,4,18.73733509447399,0
NUS Singapore,Robert Harris,Robotics Engineering,2021-07-13,2025-02-05,d00951392d410bd66076446b22b03d9b4805df8dfc4356432f8464f4e52c45e4,0.7788543625444413,1632,0.9568818381016954,0.994073472056267,0.8033385019285887,1,4,9.579622286115699,0
IIT Delhi,Linda Jackson,Business Analytics,2025-02-21,2028-07-28,0a1ba87faaa576b810ed35831245bccd277de730ff840c148008a9e6f1b034ce,0.7241201256329421,313,0.9783783127270866,0.9346971776866654,0.9536469943973802,1,6,20.42200932150685,0
Harvard University,Ana Brown,Agile Methodology,2022-07-08,2023-08-09,430afd1fdc799ea585a7ba582bcc93c92cec24e96e632e97be2c35d638d391b4,0.8581885720626486,1272,0.7755957724525282,0.9515459217404867,0.6698731214655795,1,5,58.564300586433035,0
IIT Delhi,Elizabeth Johnson,Quantum Computing Basics,2020-07-22,2023-09-05,d0856368e687bc00e0f0de95a4b3dd8820832c5c4f27ee2ed0801112bc9f18d1,0.7342825524540942,1988,0.814017010953734,0.9832540601505069,0.5158547808405664,1,4,8.706795864901007,0
Johns Hopkins University,John Johnson,Project Management Professional,2022-03-04,2025-01-13,de66a663522d4271e80419cb4e1245b5549e2bc6a22e4f864af88c4b184e2ddb,0.7467455593958309,1398,0.9774883951055466,0.9312309136138586,0.7906230938741862,1,10,41.51689429943998,0
Oracle,Michael Rodriguez,Cybersecurity Analyst,2024-10-30,2026-05-21,79a8f5f53adc1bef6ed38584c863fa7111e6c88d951e5d17acb3174a52eeb8cd,0.9127995840559888,427,0.774321049875706,0.8562156758151631,0.6326178711285414,1,3,12.162828593305289,0
ETH Zurich,Mary Garcia,Robotics Engineering,2022-09-18,2023-10-17,7b9cb7901d48b0a3bf5d75731bfe179fdd7c4222da5b9556b1bc4b2bb53936c3,0.743396306709349,1200,0.9060450981173752,0.9336127277656462,0.934252805825852,1,5,6.088594912653571,0
Microsoft,David Tanaka,Agile Methodology,2023-04-18,2026-09-23,e8331a412ef1f15aa32d57e5cdb40d22cb388ff9f26ed92a92551246df28d000,0.5673657179868303,988,0.918687704332226,0.8601696505364749,0.9649542408407494,1,6,110.13578431485439,0
PMI,Linda Anderson,Big Data Analytics,2021-03-15,2024-08-17,b8642d9aa0f2e11ca2c80cb867d386357065524f1782113b61be95b03f49692a,0.4923175529160685,1752,0.9752725844612712,0.8549846563369151,0.9426256987508853,1,2,36.608803722716104,0
FakeUniversity123,Ana Kim,Business Analytics,2023-12-15,2025-06-17,9079c2b2e1a2ec0a545,0.1114,747,0.2632,0.664,0.1836,0,0,22.39,1
Cisco,William Jackson,Quantum Computing Basics,2023-07-09,2026-11-14,7eb1ca49ba83833bc682b25c38d80def8a83ad6ea0c1939752e180cf2348c431,0.909126649597627,906,0.7831368245649196,0.98751864976195,0.8805342018717329,1,7,9.81022934795945,0
Harvard University,James Anderson,Full Stack Development,2022-09-25,2026-11-21,803eb98a8a7dca5a7a885d921ed617968eae2025fbcaa55630ccaf3512d5ad20,0.9355551383334034,1193,0.5044627279925066,0.9259708983250452,0.4912801196571681,1,6,21.427252666983,0
Columbia University,Sophie Dubois,Machine Learning Fundamentals,2023-02-22,2027-06-02,fafe5db1d81ba56c75443aff6a9730103722c8b435838e20b999270584d3e9b8,0.810032527853794,1043,0.9499445311135544,0.9556012325092965,0.7920020555988904,1,4,0.4357798516915956,0
IBM,James Jackson,Network Engineering,2025-01-17,2028-02-01,2b1bfc7f379788e45ebaccc4793f5227de67f1d7a24bd5c0806a8b6ababae3d2,0.7272451392049027,348,0.9259667981279357,0.8827273577313391,0.7578080488585736,1,2,18.253457563557117,0
Microsoft,Joseph Santos,Digital Marketing,2023-01-19,2027-06-05,eeda9bd8ff90fa00bc8e94d35b87a7a7a2fa62b6f6bfcee9dd15f25899fdf5db,0.46663259192695555,1077,0.9909780757108977,0.9013544368317681,0.6382034558146205,1,10,52.8538619720377,0
Microsoft,Pierre Wang,Robotics Engineering,2021-08-11,2024-08-16,a64e8ee373891fb742ca0feb9c6f50d18616b16ea9a89f81f9783acfdcad30c2,0.8697015843590531,1603,0.5916737606575299,0.9962746300440835,0.9327865560355871,1,10,24.26834573446697,0
Microsoft,Arun Patel,Cloud Architecture,2020-05-27,2024-03-02,157a0fb66fe86b0abf976aa057443be7f992d74125fc10a7093c65e736b750a5,0.7919459782704964,2044,0.9557364443820361,0.8529480818080708,0.8573311601153559,1,5,64.88948679599848,0
Stanford University,James Martin,Machine Learning Fundamentals,2023-11-10,2026-03-31,2ce4869c149489428cb2ba260b6fe4888d3e7a680ac75beaac2122756dbb3127,0.8487934779137067,782,0.8994773725701616,0.8406879840232226,0.9320386664158196,0,4,2.648266130777611,0
edX,Carlos Patel,Full Stack Development,2022-06-02,2023-07-23,d084f6c10552c400d7225af7c685782949fe46ce3223cc5ca5b1bce5a4a854d5,0.7421021116333606,1308,0.9437842850775113,0.9031437649866936,0.5239080919121036,1,8,9.52070091235997,0
IIT Delhi,John Thomas,Digital Marketing,2025-04-16,2028-01-07,fe25b4865231574ae0855c3afdbfdac4ef43a912db9fec235464a25346efa03a,0.9483446742122708,259,0.8274017633706473,1.0,0.902130425785863,1,5,8.677753198089588,0
Oracle,Ana Brown,DevOps Engineering,2025-06-11,2027-01-25,de6846a6b7b05c3a645c1d0dcf7bd0208b63546f5bafcecc7c7f8b0780110216,0.761005142722377,203,0.9153404212586507,0.9028428606585107,0.8026670406710139,1,7,28.44271858549841,0
Harvard University,Linda Santos,IoT Development,2022-09-19,2026-11-19,05ff5b7c2a77dcd524f8c5991d236680973d1bc3738b7a5ba2545b3de8585e8c,0.8497052652948377,1199,0.8497271003842295,0.780766315816203,0.8573003376863854,1,6,45.91353117600572,0
Cambridge University,John Jones,DevOps Engineering,2024-03-07,2026-08-17,0b3df50cf97f16a38e67d591f6761d0d7208d422b9a75df8e3590de1ddf8d158,0.8862038505584999,664,0.8832996578108634,0.8824368853241578,0.9714187024083821,1,6,60.89843427005307,0
IIT Delhi,Elizabeth Chen,Software Testing,2023-11-30,2027-10-10,79b88f5fac1faed88e57f4a652edd1f13a4f6985dc3e50bd7344f310c4697f38,0.8452820606909748,762,0.8986426910598192,0.8607019467077083,0.9957978319672427,1,8,72.84267666762753,0
Microsoft,Linda Rossi,DevOps Engineering,2022-05-29,2026-05-31,09fc2d36572ce91b9b380b3f35d039e798db01d3f6e5372cc041fc28e5d5bb2a,0.8196849424027611,1312,0.942288254579162,0.9802513917929822,0.8035378170461162,1,4,1.3432719232491879,0
Coursera,Mohammed Williams,Quantum Computing Basics,2022-02-28,2025-02-17,8d1012ac62b11fe6d96d63b280433fa65d56c866ca3c459fd730089addbb6b13,0.7077758464753873,1402,0.9561685216966511,0.907588093948406,0.961318496933003,1,9,6.061101892906547,0
Cambridge University,Carlos Kim,DevOps Engineering,2022-06-12,2026-02-15,cf10417e45d7768bd23eca85a2427fc5fbbcc2c246ad81dcd7cf021311438c16,0.8461554762723961,1298,0.8882960554236676,0.990719618498781,0.7897400893582924,1,4,13.400528031351515,0
IBM,David Thomas,Natural Language Processing,2025-02-04,2027-07-03,b63d811ee167995f93cc9990e7af56e6c56f356d163d8cdd1cc1a34e8ef6e762,0.8116544805172526,330,0.7457042543575036,0.8521862354432898,0.6601264303594425,1,6,23.649086944501544,0
IBM,Michael Taylor,Blockchain Development,2025-02-28,2028-11-01,d644e33bceeb33838aa6a25e0b90bebf641732e95268dee430a01606729acd50,0.7663379224306799,306,0.9084090405079306,0.8850739683126531,0.7922606700647847,1,6,13.083940099646535,0
Yale University,Wei Martinez,Natural Language Processing,2022-07-28,2024-01-24,5757de4c60d7c2ef75939e6220faf3f9a5a55c8fbe5fc524bf0bcb8715825e0a,0.6250856982615629,1252,0.7439634048231464,0.906919240653219,0.9082943169051256,1,6,18.345507865397142,0
Coursera,Robert Jackson,Agile Methodology,2025-01-01,2027-03-28,a233f4f8ff943bfba6769bf218158d36453aacff78c8adb8314ba14444410b72,0.5716659002154161,364,0.9121795606325771,0.9993334190602996,0.9670020309327089,1,4,45.318560226888,0
TU Munich,Patricia Ali,Cybersecurity Analyst,2024-05-07,2027-07-23,9ac52454ca8e35c0f633885f7245914eab8e0f2a6c3eda6158b7250d83be3796,0.9081716721504066,603,0.9569588409947766,0.9252717011950702,0.8838120726634722,1,1,20.178900805701076,0
MIT,Christopher Martin,DevOps Engineering,2021-05-29,2025-02-21,b4c29d6a3b2c4fb33c5b1726bb588534eae3e8b1979d29c04c406fc2e57e62f6,0.842342888705875,1677,0.7925637016677646,0.8852460072429973,0.8590704158024087,1,7,32.76033779638192,0
Columbia University,Fatima Taylor,Digital Marketing,2020-07-14,2024-06-20,e55ec386cf542c73b19a7ebc67cbcdb6a1aa534ede90ad0be50ace36d2cf4d0d,0.5828813191094018,1996,,0.8183924717072254,0.7182392899488067,1,9,24.067333718299142,0
edX,Carlos Williams,Robotics Engineering,2024-01-27,2027-09-20,5d6ac86777ba19659aa8c3b18baa4cd623a990a7fbc6422abfd376f2009cc516,0.9702950290412856,704,0.9056134047248044,0.9125658760797922,0.8740752456921302,1,6,11.731078886765241,0
IIT Delhi,Yuki Thompson,Full Stack Development,2023-01-08,2026-11-13,7be0c7d2bb5efd1406ab2941c55d06789839bb92034e3135305036f0bb732592,0.8844499346357007,1088,0.7940503426728888,0.9183693593045342,,1,8,36.76391936486132,0
Johns Hopkins University,Wei Jackson,Database Administration,2020-10-18,2021-12-13,4681af18bff38e17678db7e34e35c56ed1891d119e26e1ec64d53234f6029cd2,0.9176792169222162,1900,0.7256859648863028,0.9325977410383027,0.8366884448748256,1,6,75.23518314665996,0
Stanford University,Mohammed Thompson,Business Analytics,2024-01-14,2025-06-19,40f5bc0576cbf624eaa6f2a07e4dd9d1419db377b3c0b769805332f61cb38fcd,0.7858029583086752,717,0.7069591289087983,0.9422567470491118,0.7315430730209179,1,4,16.66228923061842,0
AWS,Joseph Jones,AI & Deep Learning,2025-04-10,2030-01-28,c48c5e8870a49561a09a276bab591954231b2491a4e0307b1e58f9fb818c722a,0.7426007740876287,265,0.7731524234925091,0.8918580685286907,0.8134729372755041,1,7,51.25581037182163,0
Oracle,Jessica Taylor,Cybersecurity Analyst,2024-08-25,2026-12-18,7888bef60cc74045df69d6d4cd33fb4d6b79c0de5baa5c68ecf9e63852558016,0.8523679416272574,493,0.8675723276705736,0.8397598907162944,0.8211911876983116,1,3,12.13422294142269,0
Coursera,James Ali,Natural Language Processing,2025-09-21,2026-12-08,d333ec8eb0df6d5978854a6893b259beb57e17257051a788d05a248a497d2b07,0.8207620812133182,101,0.9577572473976053,0.8787790090273045,0.8156989672804781,1,6,110.22345482945185,0
Google,Thomas Jackson,Project Management Professional,2023-01-15,2025-11-27,f40f2bf7050b243eb257a44c4341bd54d124e3eb05131c87f96ffcb9c741a886,0.6251843729953362,1081,0.9752716288349237,0.9043100130716694,0.9351094514725378,1,3,2.837465490910193,0
Columbia University,Mohammed Kim,Computer Vision,2021-05-12,2023-09-28,356fd563bdddff1a3a317ddcc05c87fd7816a6e40ac2c37db8e3e8f261848753,0.9021512555562203,1694,0.7658755366725218,0.9077333587423898,0.8703606211178354,0,6,2.1100276755404765,0
AWS,Fatima Harris,Quantum Computing Basics,2020-05-28,2024-08-25,fdcd12d1127938180f6987f7a4ab7aee5bad38d83e1f0f453249b817176da923,0.9265221250152651,2043,,0.8805783678817717,0.8222949183693582,1,6,36.41069807545197,0
Johns Hopkins University,John Thompson,Project Management Professional,2025-11-06,2030-03-04,7735ef3c8b5756c91c5352d596646bd1aa80e17c152b1e03bb7b2632ff20ed77,0.933314680108908,55,0.7405010494384193,0.8843498058243029,0.8701162346065444,1,7,14.688186486513674,0
Harvard University,Carlos Rossi,Natural Language Processing,2024-04-16,2025-05-17,1328d7ef9de2bdcac0b502f8bae8657b6e2663c35557d8585fde88d3aa0f6b64,0.72921121513643,624,0.9872782024379545,1.0,0.950029465239827,1,7,0.2759826817289974,0
University of Toronto,David Kim,Natural Language Processing,2023-10-04,2025-07-15,a045ba268dc9b3443d26b10d56b21eba28cc1a6878d4fd3cdb90b61d78f2c187,0.7544846517168168,819,0.7664969169609288,0.9061170216885868,0.7660452932410214,1,5,22.22487901559251,0
Yale University,Joseph Martin,Quantum Computing Basics,2021-09-28,2023-05-15,3b0df453bb1affc44055fa3ace57aa9f3e2397cb3cf889265b01c7c8fa1c715b,0.8071247156697323,1555,0.4220611004493879,0.8975479029240433,0.9287409237288001,1,6,129.0556156352134,0
Cisco,Sarah Thomas,Big Data Analytics,2023-05-02,2027-01-08,f0374d20a002e413834630a1f92f1369b9f5cd6b6620e2d83dda00cca8c8f199,0.9022500720785733,974,0.883883969218714,0.9004725175767568,,1,6,44.123941167393504,0
Cisco,Yuki White,UI/UX Design,2022-12-21,2026-02-14,1aee705ad864697eff951fec16b9b077af160c37d6673e4cc6a44e7ec3db258c,0.730143729412355,1106,0.8681258461671462,0.9806046175468166,0.8056300100367877,1,8,17.06904673631383,0
Columbia University,Arun Thompson,IoT Development,2025-03-15,2029-01-25,a02fef11b816b4b081a57aca7794e03032fb6e603b3c65a19a4fb9ecc23d50f5,0.5841176348293259,291,0.499580304266581,0.9876884765719675,0.7555433176794459,1,9,85.56033237435113,0
Microsoft,Richard Mueller,Big Data Analytics,2022-12-20,2024-02-25,1823d4ace1413940895fb9fb0ceb6fde746ffa2f6605e1b79d274fd1c88f986d,0.8386405234664069,1107,,,0.9759642498402165,1,6,3.3875549062394494,0
PMI,William Brown,Robotics Engineering,2020-07-20,2023-08-01,fd5bf720e185f62435369eab6ee16e65daa8986c273722ab54fa1080800913fb,0.6497588711915839,1990,,0.9160667347585295,0.9022374081200691,1,2,127.5295778112905,0
Oracle,Elizabeth Johnson,Big Data Analytics,2020-07-02,2020-12-03,6236720a,0.1401,2008,0.2074,0.4841,0.4618,1,2,167.9,1
University of Toronto,John Martin,UI/UX Design,2025-10-22,2029-01-09,ab6d98d9e7c547ecffcf74edca9ee0a2b1900bd6425f1e093fde27b95b1ceb59,0.6077505607752398,70,0.783509709860711,0.9678265977973417,0.741445015717573,1,4,24.680673962729163,0
MIT,Mohammed Kumar,UI/UX Design,2024-02-18,2028-06-29,d8f2be2e54566c1191bd1c0e91926dbae5fa450de02828ebdb2d59bf9af3a556,0.9019475772205688,682,0.7813248084565175,0.9054991690028181,0.8348188766168769,1,4,37.47156436492509,0
University of Oxford,James Martinez,Project Management Professional,2020-11-15,2025-01-14,758302a7f02d25b555e0c64a6e0bae9e663f4292db2a17e61fd936f6922e4aa1,0.706935040490026,1872,0.9455582836348754,0.9790530027846575,0.822303472034986,1,6,20.865817328985724,0
AWS,Sarah Taylor,Machine Learning Fundamentals,2023-02-02,2024-08-31,8c8e21a33adfca0bb0f3cb871dbbe64411561abf912606587f40c1c6ab257359,0.8889135254145115,1063,0.6607844734664274,0.9682109091806073,0.8202470833521098,1,8,2.85412239432052,0
MIT,Fatima Miller,Project Management Professional,2022-05-07,2025-06-25,3d0c43e25056c35837ca75936778032e6cdc60b02e1a3e1db1eba64a92b3aa82,0.5406794884812214,1334,0.787957885275876,0.9313169215225175,0.497564885608808,1,3,24.49907210909155,0
Salesforce,Michael Santos,Natural Language Processing,2020-07-10,2022-12-20,dca0497a20d2f750e61d932e8e8bae79efb3566392d13fc9084ede0f7af4827e,0.8470353672790442,2000,0.9775135352625482,0.9223791365150369,0.9587205793970153,0,7,22.874233758524035,0
CompTIA,Richard Brown,Software Testing,2021-04-10,2024-06-21,62992e96f605aaa44a0f1d33b18730a3641584f8cbcc19b7b59bfd756c6ac8fd,0.794686805538812,1726,0.9497746428278766,0.9203930020475574,0.5881369470967801,1,5,53.93840632720785,0
PMI,James Hassan,IoT Development,2024-08-18,2028-05-03,53a39eab78e2aa5569e80f760d9bf5548fbd7c869ee2184e923fa80667e309ed,0.8159063508209021,500,0.8055029495441857,0.8611284446029427,0.7598446439353796,1,8,24.822152466609314,0
Adobe,Yuki Anderson,Digital Marketing,2023-03-31,2027-05-17,f5adc5813d35252a379c73ce5130dc890eb298a4b13289a585dd596382e5e99e,0.5822204005747769,1006,0.7554310199261157,0.8991572012263063,0.9097676505636857,0,4,111.47558500395867,0
Microsoft,Sophie Johnson,Computer Vision,2024-03-09,2027-09-07,5d13f472bd9d94c84e479b8ca8cf56dca5bfa2f049af6c226d09e065cc5a2112,0.6875942131945798,662,,0.8794859568418569,0.9957012270396727,1,1,18.15597644502402,0
IBM,Elizabeth Wang,Blockchain Development,2023-05-28,2026-03-18,c868658e100211d37607d9e035719c40f2160222db2cbf8455d5a17323abe388,0.8896750189464789,948,0.893063289735637,0.8589164838974974,0.7271468389101736,1,4,19.97696166034817,0
Harvard University,Priya Davis,Quantum Computing Basics,2020-06-19,2021-11-24,897207cff909187f898edf44dec495ba110964e2844f477ebd822199587f35e3,0.7535373348809348,2021,0.6419976432461649,0.9914728901022004,0.700503196182503,1,9,55.77783775025944,0
Columbia University,Susan Santos,Data Engineering,2025-03-24,2028-02-17,a56ed6c1f2ed634dc3a8afdc15ab1b2b50f112c88114f7b3bc3ea2d1364338a6,0.751294815090767,282,0.9722697612422203,0.8305307570766414,0.8677003246470685,1,5,15.004557138001703,0
NUS Singapore,Joseph Tanaka,Database Administration,2020-04-23,2024-04-08,3893b5cf0884a0406d4ec4cacbeab5d45f9c0fb66ccce6b36d18e71dac86cacd,0.578678733183244,2078,0.8606288454169759,0.9782492658533684,0.983727933746536,1,6,9.661431426039304,0
Coursera,Joseph Hassan,Full Stack Development,2020-01-17,2022-09-22,34965aa8fe9e2b84e4eaf23c63643c7b98839b682cac53d1511f69d03f006d01,0.8721007413921581,2175,0.7284270656049765,0.9268244837041865,0.9425701085575013,1,5,18.59721391491694,0
Johns Hopkins University,John Smith,Natural Language Processing,2022-12-06,2026-09-11,b202fde0428d4113bf4bdff3029853634666d6049bb749ec752798b7a2246526,0.6897547397755257,1121,0.36749811050887743,0.9684213862778094,0.9245551577553381,1,7,51.02082124030066,0
Google,Susan Harris,Digital Marketing,2021-06-30,2022-07-13,e8b9d06fea95d1f8a3b089ddeb8bd338768a974aa29da8debdd43a0261c9a76d,0.7539528509691541,1645,0.6954826750786737,0.9254389814656973,0.6556762634321327,1,4,102.65903196540165,0
Johns Hopkins University,Susan Smith,Project Management Professional,2024-08-29,2029-02-16,1b2afec2cc2c37e8631f43f5a983a9cac95ddda576905a38b8cf6c10ad18eea1,0.788243187706037,489,0.9533233096183308,0.9503917322459877,0.7627455217386319,1,3,31.329786195541494,0
NUS Singapore,David Davis,Software Testing,2024-03-07,2028-01-07,12cf39c8a83f21326e7d28e6a8ed148ff2cbce2a846a49db20790967ab3f471f,0.97437174490984,664,0.8268316883694443,0.9254620224945551,0.9049783130222727,1,4,43.553392126649726,0
Cambridge University,Sarah Brown,Quantum Computing Basics,2022-08-02,2023-12-27,01f244f0e2313796c5fb634fed2ecb9934f34d726efe05ebe06eb675b3359149,0.7057215709445251,1247,0.812435656608138,0.9519577692372305,0.8989964494601149,0,5,19.57666796590611,0
Yale University,Thomas Jackson,Quantum Computing Basics,2025-12-02,2030-07-19,cfed9a2995a3bfebf4628dd0da174f592bf0eb14b6c504b1677df8c49c98459b,0.5369095557370552,29,0.7216716417796681,0.971957328993552,0.9660041257784958,1,6,21.967488531716207,0
PMI,James Mueller,Computer Vision,2024-01-16,2025-04-16,1f5fd086f68bffee4165f2936ef21edc8ed032289ef9dc628aad2fa511a14768,0.9181917189885269,715,0.8947941667416407,0.8480155159736822,0.9137607059880521,1,6,58.06486507064332,0
University of Oxford,Priya Jackson,UI/UX Design,2023-07-20,2025-07-06,a7287b2c46637fbffd1520ab0f3d3014ca60a6e69bc7a85d3568604cdef7a6aa,0.6273697343937737,895,0.9096889460310976,0.9298927746764791,0.7029164793410382,1,6,6.870817331400381,0
Microsoft,Ana Jackson,Software Testing,2025-07-01,2029-06-07,4ed9439e406ca6d6ba1d8cddeff2833471b746c58a556557ca69d7faf7480644,0.8797928699819307,183,0.79157118246644,0.9026195473060272,0.7195999747251982,1,9,60.20827332557979,0
ETH Zurich,Wei Rossi,Big Data Analytics,2020-12-30,2024-03-08,5c820e60c7e52c234b01f92a088de035944757c111709df3a0e28fe4ae65cde9,0.8649207650745958,1827,0.8155930225765933,0.9223396004682336,0.8491254309876343,1,8,40.76093567836114,0
Google,Richard Hassan,Data Engineering,2022-09-22,2024-03-18,91d44bf8923371b6b6e7e0193a273a81450162f561f517cc543d89ede64bbd3a,0.7254810858552121,1196,0.6338128714522681,0.8879745520273352,0.5332379139770971,1,9,7.797872017860759,0
TU Munich,Priya Taylor,Computer Vision,2025-08-21,2029-03-29,c3cdd9bf8f2907f599116fdfc38c4bf939b0012def82ff9f8dfeb6e1f1b91283,0.8729297653993502,132,0.8745242324000136,0.9195347543789991,0.6617713305286044,1,8,59.7464141278092,0
TU Munich,Carlos Anderson,Computer Vision,2021-01-01,2024-03-12,ef6bf8ec860ff28738a537e046e830ef8f46396120cdafd7737eb99e77360c6f,0.9768975986293217,1825,0.8872844216729335,0.9455541102328856,0.861148001919105,1,3,77.71553205111265,0
ETH Zurich,Thomas Garcia,Digital Marketing,2025-06-24,2027-05-17,e4a03c2f03e99fa508d3b131e98bc931a312190df1dd09bd7bd5f77b20fd6caf,0.8113143985095495,190,0.7355112120826363,0.8981833446201088,0.9178860188641431,1,4,19.289880632430723,0
Google,William Martin,Natural Language Processing,2023-01-16,2024-11-20,f354a011f88fcb2dbdc2295766bebcaba0f431b4a182ebc7cdfb8f41668515ab,0.8652968537869368,1080,,0.9279944077595768,0.9862472192861468,1,5,27.509818046822392,0
University of Toronto,Thomas White,Database Administration,2022-06-17,2026-02-25,497c40a89823947162dc7fffbb28a1ff56bbe040324ac29be3ed4ac1602c0c29,0.974234839575019,1293,0.6383598792501854,0.8350197933801071,,1,4,6.4952426326222605,0
CompTIA,Fatima Wang,Quantum Computing Basics,2023-05-29,2024-08-08,8c7366588100592e5016193f90ed575aa44953288856abf3bd428b57aeff5459,0.7797129765946507,947,0.9087130581995858,0.876608263303529,0.8922503782160708,1,4,11.678149420928719,0
IIT Delhi,Susan Thomas,IoT Development,2024-09-13,2027-12-29,99a80b9ad8a89737729cded869505c0fb42784472a9858051df21daef666e3a9,0.8316224333766857,474,0.6913142926203136,0.9045888015980738,0.8513225316223088,1,6,4.175817624485683,0
DiplomaMill Online,Susan Taylor,Cloud Architecture,2020-02-29,2022-06-13,3d09729a684164eda10ea1ea218ffe8e3fd74582710a6940f481f426441230e6,0.0778,2132,0.0182,0.72,0.0611,0,0,29.02,1
edX,Richard Dubois,AI & Deep Learning,2023-03-30,2027-09-07,92b54bd880272c7619ca9af2aecf71dadbd24bcd31851a319b73b06723e8d332,0.828516520986654,1007,0.7358563905579325,0.907701846621833,0.938633361649029,1,4,47.317173485206645,0
PMI,Christopher Brown,IoT Development,2020-11-04,2022-07-25,e991b88f354ebbc4707b2e11b33839154de5e5fc7d6fb2517c85ebb4b581ebd5,0.794864674283987,1883,0.791115478185513,0.8357889125832807,0.9279370541430717,1,8,44.212651747746776,0
Salesforce,Elizabeth Mueller,Database Administration,2021-04-26,2022-08-06,94bd883ba85225f75814cb5fd0d160fdfcd99f888fc7f1be9696d9dbd7bd98fa,0.5962400604720752,1710,0.9040982772959134,0.9109305713893369,0.9845533105732502,1,7,16.317328806867895,0
Adobe,Christopher Ali,Software Testing,2023-07-26,2025-05-13,b75abb36e33cbd3c7e5ca9e3f52f0ccc1124754dfb5d9952d686ed06b165b377,0.8030983154204413,889,0.9496233195647396,0.9853279156634869,0.8574688145189281,1,7,16.538596433334266,0
MIT,William Davis,Computer Vision,2020-03-13,2022-09-19,1e9ac0cfe76a50ea1122f3800743940c551ee4b9e2d4c5b3d5f659a39b2833d0,0.8929327950773737,2119,0.8749956754312503,0.9835107286306563,,1,9,92.32768516478662,0
Udemy,Barbara Harris,Computer Vision,2024-06-28,2028-02-18,36cdfabebfd6ad6fa1f0082a0bdfd923c4b72fc0d2e2b1f0ecb53a06421f2e13,0.8446325718794787,551,0.822865268872268,0.919698055375876,0.6464468910100246,1,6,18.110437670846697,0
FakeUniversity123,Arun Johnson,Business Analytics,2021-06-17,2025-01-07,5977e5b4f4f1e3cc973bacaa364b117e9ec08de243034595c741b0ba10c87652,0.149,1658,0.2394,0.851,0.3202,0,0,291.87,1
Columbia University,Wei Tanaka,Computer Vision,2023-03-06,2027-08-14,11982ec8bc9a43fd5642390a51cb280c1b5903317ee7109269b6a460a56b0bff,0.8158820203575271,1031,0.7266858313151385,0.9441793331312106,0.7767749155066869,1,4,3.1061074144337097,0
Stanford University,Pierre Santos,Data Engineering,2024-07-31,2026-12-30,9fa5445d1781438c6544c6dcf60040f4b8bdf30e69cee6dcc9944f19926356cd,0.8833062802767051,518,0.846849849741214,0.8890400744630855,0.7640270800214736,1,6,11.105047945148849,0
Coursera,Mohammed Harris,Quantum Computing Basics,2022-12-09,2027-08-21,023bd1331216a467cbfb7dfe894f9b5c3b91a35a12500c6cb678a632c05f8e24,0.6222205754101204,1118,0.834508724958448,0.9082318886291,0.8466094667609536,1,5,5.9549834225191765,0
CertForge Academy,Jessica Tanaka,Big Data Analytics,2021-02-03,2025-07-15,a9fe05d1,0.1899,1792,0.1365,,0.1177,0,0,26.14,1
Microsoft,Ana Brown,Machine Learning Fundamentals,2025-05-14,2029-05-02,f7e7c0ef4f1bb6a526a2cd3bf7269089af91e5936ac60dd3105d7e499b61e0f6,0.9654019482543377,231,0.9455117097108829,0.9288877518774413,0.8692362285674432,1,4,144.59517932489703,0
Salesforce,Fatima Anderson,Quantum Computing Basics,2023-12-16,2027-07-06,5015f3baec5be7cfad4e8f5ff7e18f89539c8970001e720d461be0799e4d9e00,0.8375572787069653,746,0.8387837411042227,0.95584780389989,0.6761111970425464,0,4,6.996014939493685,0
Cisco,Linda Thomas,Project Management Professional,2020-11-29,2022-08-27,dc2a11c5997c3967467082c4dcc580f5254a820510df552056acf97c044bc525,0.9805349901771883,1858,0.9993040641764935,0.9066045375817222,0.824340056979124,1,3,24.286579988673616,0
Coursera,Michael Santos,Natural Language Processing,2023-09-22,2026-01-11,3d2ba5c6071aa8a8f9ef76660ba3675993b6c245761d17a375a5515ec4e64ab8,0.810853114575708,831,0.9415226464242432,0.9913270674015341,0.9043214446491259,1,4,60.620075198178725,0
ETH Zurich,Joseph Kim,Natural Language Processing,2023-10-26,2027-05-29,5a1e90424d3980aa323abfb6c0fa2e0e43422482d30ad27fb393386432d8247b,0.7022095460830914,797,0.8438025258543416,0.844386281604018,0.9133313747288656,1,3,87.26086853479187,0
Coursera,James Taylor,DevOps Engineering,2024-01-03,2025-12-26,40614fb99604b7f8a074a9934a228e9ccecb84e1e8775d5ab91eed44f5fdd8b6,0.9092638615530012,728,0.7611398737612995,1.0,0.9694339855529913,1,2,12.985553387536557,0
AWS,Mohammed Brown,Full Stack Development,2021-10-17,2024-12-02,2d400a681a3484c28dec6fbf63cc4d0591ae4ba55bf1c04ece20dc3f88129d9e,0.9681933436683523,1536,0.8935160789834489,1.0,0.9441703952107232,1,15,46.46342992483948,0
PMI,Jessica Santos,IoT Development,2023-09-27,2027-12-08,abb3672b710f30d104f5763842e600c6e3f9ba046b31d8cc64e2e400f8fb687c,0.77222518555953,826,0.772609023119074,0.9316362829683549,0.9303500975091459,1,6,3.7434891101204357,0
InstaDegree Corp,Elizabeth Martinez,Computer Vision,2020-01-01,2022-09-27,bf90660b8e0efb00cddf80fcb57986a29de182e1e2c5f9e963aa6155e26a50fc,0.0782,2191,0.3255,0.5644,0.0035,0,1,8.82,1
edX,Jessica White,DevOps Engineering,2024-09-26,2028-12-13,a884f3d4f48f06b0e04d64c53fc2f90f8aac6950d26b6d5ffb4c1d0f99253fde,0.9063583940406333,461,0.5628185718746868,0.9051231188392979,0.8783264385042905,1,3,21.61229116550495,0
Johns Hopkins University,Fatima Smith,Mobile App Development,2023-11-23,2026-08-06,105081adde9e1777a928a99b8a6d5a1d0fe0e5bdc870ab9c61c6e31e468fcdc9,0.7849302577341901,769,0.6277417031195409,0.8177465443642146,0.8876379025593153,1,5,15.897594843367214,0
MIT,Yuki Ali,Machine Learning Fundamentals,2021-10-16,2025-07-28,b0274f24342ffaae626314bd8afcf4c829cfcbf670671b0c6868eea394a7b0b3,0.8917461413043,1537,0.9239288944592068,0.9377184067302529,0.7253760294126906,1,7,39.59706114141959,0
Coursera,Elizabeth Santos,Database Administration,2022-04-25,2026-06-02,76e9b8ad187d12887e1777ae72f2cf03f3308849d770145ba4a2e267700c3033,0.7832826932211472,1346,0.9900544393820068,0.9827482864314157,0.7044566247015146,1,5,16.92486660900721,0
Johns Hopkins University,John Santos,Mobile App Development,2023-08-07,2028-06-18,ba6e740afa0010061797b1342445a2a7eea2cdc9c684f40526fcb4f933b269d8,0.8746182239581363,877,0.6242734743081075,0.8888798086849938,0.7715382416504988,1,4,8.469834205910004,0
ETH Zurich,Christopher Martin,Robotics Engineering,2023-08-17,2028-05-27,fcb08f358bc71da9ac78d1642248a9f2dbd1362917cd39c2afaaed3c9c6574e6,0.7458592509973632,867,0.8875399172826525,0.9217030825441513,0.8789377367672239,1,9,48.67718638322159,0
Salesforce,Sophie Chen,Data Science Professional,2024-09-19,2028-04-09,8f2af0e10502441dfe332b67f31b5911cea61af8f9fa4adc044adb6aa46b8c0f,0.8230575765109582,468,0.8664952962466014,0.8656704493762655,0.795163217801313,1,5,41.413731800662845,0
MIT,Carlos Hassan,Computer Vision,2023-02-19,2027-09-23,0425daf3232264ef2346b6bb6405a69c95e952752fc54afaa7a56d8f238b1635,0.8376469774934976,1046,0.9007043483276432,0.8847959115684053,0.8712110141943462,1,4,7.2090821568728805,0
Cisco,Michael Dubois,Project Management Professional,2024-01-06,2026-08-18,d6ea3a338dbf516126cdba67752966009388bb767cf77e0f30751ac8a58ae958,0.8094879955301532,725,0.6968281629524329,0.9229884579284376,0.8786698137058112,1,8,34.072316796918166,0
Microsoft,Mohammed Kim,UI/UX Design,2024-03-24,2026-02-20,0edc47fb015e4fe0f7b0c0b581872aaef23850372f8ea609845db424b9c67879,0.860835443368566,647,0.891586486499047,0.9653492121626244,0.9678689379304296,1,5,13.452208072789945,0
Johns Hopkins University,Elizabeth Patel,UI/UX Design,2021-06-23,2024-03-11,4fee68852c0afbd172adb712e86d2bb7830283b98daaf22dd99ed5142cf6cdf4,0.8217443152842789,1652,0.7360527423674021,1.0,0.6853500496825189,1,8,10.688988586108184,0
Adobe,Karen Hassan,AI & Deep Learning,2022-08-16,2024-07-01,24de51cc7923a9df7445ba9183e99577e9d7f9be89ed621ccfc678ad4d769344,0.4931222087964153,1233,0.9215834568981488,0.9133603266492497,0.9669261158928397,1,7,3.3419711801998875,0
Yale University,Fatima Jackson,Project Management Professional,2025-03-29,2027-04-27,edf932a208c4e99644b1ce520b67baf6fdd015e52a97dc6a4aa904125310c22e,0.8046336147357036,277,0.810861268727638,0.8969235172748162,0.9610439841656804,1,11,10.250629845118771,0
Harvard University,Michael Thompson,Data Engineering,2025-11-02,2028-07-01,390417f71db3a87fb7559fd3098d11b7fe5d16cc5b180122fb313af07fe51863,0.8859217269957518,59,0.8842037589029715,0.9686184697032392,0.7869197082211361,1,4,22.72617649797924,0
Yale University,William Davis,Digital Marketing,2025-05-13,2029-07-29,e36d13e7365b4471bbedc57d7ff1364e231d03d0a9124d6abe90f11d5363ac7d,0.777498853989539,232,0.6485198571840501,0.9420887998294366,0.7411645235320732,1,8,12.80864982406986,0
ETH Zurich,Yuki Jackson,Computer Vision,2021-10-12,2026-03-22,70d79bab1fd8349d02dcd78a69234363f11953478712243081ae77871e6629cb,0.7064690075960899,1541,0.8698420059206654,0.890419305336784,0.8977439663723078,1,2,29.099525437688758,0
Udemy,Robert Jones,Machine Learning Fundamentals,2025-04-06,2026-12-30,fa37d887d9e2a93ab29a381f7bda610bdf5fd4a064682f08b16f83b90b3b7ae1,0.6361231392560988,269,0.8989776925664342,0.9196836136578266,0.7229535612172033,1,7,61.366976901841696,0
Google,Karen Patel,Machine Learning Fundamentals,2020-03-15,2022-04-20,b5b906716eab673e29d69ae5187b82b2015d0922c7d20bdbfa3a3359d58330c7,0.9783011611358782,2117,0.9477065812279586,0.9499483102556316,0.8838984652835787,1,12,0.5447940598982546,0
IIT Delhi,Christopher Thompson,Blockchain Development,2024-07-06,2028-12-07,d17e085bbf55f86c662841df41d18e54e8a920957cddd5426bac03985b60de37,0.8253646033761979,543,0.7506410456262604,0.8688450731892082,0.9687278337079094,1,6,33.20385345494396,0
Adobe,Barbara Martinez,Software Testing,2024-09-07,2028-11-02,8a2a4dc1754f66786c4b23c7ad216fec564572073b1355184fdbcb0a40d2af3a,0.8722272269398995,480,0.9589036469664495,0.9238908489887634,0.7763542919870969,1,3,51.99537712028074,0
IBM,James Miller,Full Stack Development,2022-01-07,2025-03-10,37b53a3b9b32c8cf3bf0dac71f6cac4e84c0482951c6de15ec4f405d810bf650,0.8967342354566482,1454,,0.8782179051984474,,1,5,28.02747942460088,0
edX,Richard Miller,Cloud Architecture,2023-06-16,2024-11-12,343b2312cc84bbaf5530f7a324110f0a19a17860f60fb962ec2ce229af3e61b5,0.6637166893043531,929,0.9760277654796954,0.9320158790138294,0.9785119070508441,1,7,12.95196302823725,0
CompTIA,Patricia Patel,Computer Vision,2024-07-07,2027-10-17,79f952a40499aa705bc37de8d682af3229adfd241b800d83850fe45ade040a45,0.832499030832546,542,0.5099332403679965,0.9602619928952204,0.8227200973547052,1,8,5.264745589183728,0
DiplomaMill Online,Robert Ali,Mobile App Development,2022-11-26,2026-08-08,6e5a06d7f7be0d94e3b6fce5f7f9bb1e7227e13a5f3eeb59b1903177cab621c5,0.0063,1131,0.4568,0.669,0.347,1,0,42.36,1
ETH Zurich,Karen Jones,Blockchain Development,2024-01-25,2027-06-20,6e9bc6d441734e3bdcd65f91561d2993099f9b4be4b0d70e76a329c2d7c7fda7,0.8595176183630795,706,0.7898613834911655,0.9140809872234897,0.9393690404860616,1,8,9.246053229999706,0
Stanford University,Linda Thomas,Robotics Engineering,2020-04-23,2021-10-14,58b1b87267cd4ecaa3f84fb444c984189a2d01432876525fe38fe77521747cdc,0.6553376280314229,2078,0.9198312437024742,0.8845501463786317,0.8867584113765057,1,6,6.04405176700809,0
Johns Hopkins University,Elizabeth Jones,DevOps Engineering,2021-06-02,2024-09-01,c3693cccbcc25063e80ca2271b706efdeef39f3da3a3e11052bb1ce589a681f4,0.8415584602302244,1673,0.7448631891633157,0.8722290280824163,0.8181818798336263,1,5,41.29058652651084,0
Johns Hopkins University,Christopher Ali,Network Engineering,2023-09-29,2027-03-01,942f7b6fd8605e63ff6445102bfa63b38e1a6c9edc50725c5cd566bc0c660531,0.8876748581918386,824,0.8695114764380362,0.9285550609584885,0.9532760087608123,1,7,72.0420034182492,0
MIT,Richard Mueller,Computer Vision,2022-10-05,2026-08-22,6032fd432848466b68673419d724386cf6c4a5c76deb7f55a73870660f3a9be9,0.830350838809829,1183,0.7840202313502509,0.8871791034651427,0.8271694750059856,1,12,21.779772313946836,0
Oracle,Ana Smith,Cybersecurity Analyst,2023-06-27,2025-01-29,aea01f80b695cb97be0b10ab50c27c9971206bc26aa970c6711e230878e8f941,0.7533651584865149,918,0.9469339555127495,0.9233312528628541,0.8342660687256339,1,4,64.7444272904754,0
PMI,Jennifer Kim,Robotics Engineering,2021-10-03,2025-09-02,65f8663e46b717a9a0755bd43c5db80ed3b3ef43b4def85e3080c5177406c00e,0.7067676759521528,1550,0.8590962039950153,0.8900866899600378,0.7233941852474508,1,6,49.341248844436414,0
Udemy,Sarah Anderson,Cloud Architecture,2024-02-01,2025-12-03,e23fb1a1e331794e0ed85724d88e93a2c244e87e460756580fa20de22d8fd547,0.9557614050448981,699,0.818938270460979,0.8618119044923516,0.9688321798652455,1,8,0.7318350243231541,0
Microsoft,John Smith,Big Data Analytics,2025-07-01,2026-07-01,584048b79d6e4e6757ac90a54d9d95bbd39faa6328d4e64a25f2f6ae29eaa43d,0.5432632285708381,183,0.8333489114993777,0.8673458627562128,0.8761153840735222,1,7,5.490154348229955,0
University of Oxford,William Garcia,Software Testing,2024-04-01,2028-11-08,95ad500657806e5485981f4bd55d55b5c785d907223602b36b6af95fbf0abfc9,0.7823047577635109,639,0.9368615087342511,0.9564668554331811,0.9375225188796922,1,6,18.44810060077691,0
Adobe,Susan Tanaka,AI & Deep Learning,2025-08-30,2029-11-23,b021b6bec320429fe54bb5bf662ad56c053cac0d4b8be7b0e973fc019709fd0f,0.824791679962187,123,0.7832472875091054,0.8837042578578307,0.8907250583969628,1,5,72.91633564171076,0
Adobe,Sophie Taylor,Full Stack Development,2021-10-24,2023-08-19,add446d69148918a139ffe76f5c5d70a765d2095c7334bdf0585f89a6aa72979,0.31080343113728187,1529,0.70950209037978,0.8529147329662026,0.7356085891247623,1,5,51.753319219356925,0
Columbia University,Jennifer Taylor,Software Testing,2023-08-13,2028-04-06,77933a5a548b4e1f5b47e193b7b84d8b52ffef1729731079be2001ed0fcd48eb,0.7989011255893276,871,0.9459552790310534,0.9081262207487251,0.9964119233284219,1,3,39.874550875828234,0
Cambridge University,Priya Rodriguez,Database Administration,2025-03-14,2028-08-28,e08f27fc420cd23e70560d7ab5e1db9a02c19ac0d9819343a9ae9b4e4b0cf211,0.8149683988634309,292,0.9274718555397663,,0.8123431947047838,1,4,7.6036716298604095,0
PMI,Michael Kim,Cybersecurity Analyst,2024-03-29,2027-10-14,0fa0731bda6d702b7568da9703f67171d7524fbe9ba851122eacbf69a42c2bcd,0.7741462461589043,642,0.7627766286732032,0.8958469912951758,0.9455364215850461,1,8,7.919756322102795,0
Udemy,Linda Chen,Data Engineering,2020-07-22,2021-08-31,bf9fc3b3a35678ffff4e76f2386d5a326194eff323ad8a5102d261749164e657,0.9568745783305291,1988,0.7252251319267151,0.8854463559676381,0.9827028796285974,1,6,91.26943032360793,0
Harvard University,Wei Taylor,Machine Learning Fundamentals,2021-10-15,2024-10-09,f69c1994941c52dbf0fa9e9952b40306fd9314f3b7bd36518b70fe6be1b7e8e5,0.8084329019120509,1538,0.7913556316737843,0.8765350379975814,0.8720816169115659,1,1,24.507413493329917,0
Salesforce,Priya Dubois,Computer Vision,2022-02-06,2024-08-19,786172c6e7590b02826e932ddd379d8760ab219d3a83917e80d831d4950fd544,0.8867256670671594,1424,,0.9645661843962221,0.7791327214038816,1,6,8.258167368203779,0
Microsoft,Arun Kim,Project Management Professional,2021-08-30,2024-09-23,68caef3a2f128e6fea263d410d663df12d29672821e636fce781d70e76bcaf8e,0.8769126965965973,1584,0.6106471538341579,0.8681048558446512,0.6404406571525995,1,3,16.656755835661738,0
Cambridge University,Barbara Tanaka,Big Data Analytics,2020-04-18,2025-04-03,7327e8309dc411e05370ab6901d810b28e39201e05611c776a31fe570eda86e6,0.7896575381435642,2083,0.9004939987047317,0.9000086632856737,0.8941359955498375,1,8,37.543945671035814,0
Adobe,Jessica Harris,Project Management Professional,2024-01-20,2028-05-07,1e061197492c10db4dff5ab2ec0d7881aff166a191b8be8b01f0c3f77dabd1f8,0.7228661446175995,711,0.8196483650469442,0.8571427240344431,0.8775650676931791,1,6,27.840141703660276,0
TU Munich,Carlos Johnson,Cloud Architecture,2022-04-23,2023-02-19,5dbb5c2870a6d475c234e6582dfa9a6571d428b53cb0f7dd82bd140b218827ce,0.1322,1348,0.4045,0.5941,0.3845,0,0,80.34,1
Udemy,John Patel,Data Science Professional,2023-06-01,2026-06-05,ff6cbca52b00a8944deaa95bdea99e9f6c7c75ca1ad8abb9da0c43f69f33ead8,0.5823791616199437,944,0.460450029778354,0.9688180460282183,0.737662029359719,1,4,84.16378719913712,0
Coursera,Linda Miller,Cloud Architecture,2021-07-21,2024-09-28,854a713893b0ddaeffa31f90cbb82cc27ac599eafde33ab26f6695c73579534a,0.6503266252283926,1624,0.7988279725868803,0.94817970801003,0.8974229739824807,1,6,28.331076694003833,0
Yale University,Sophie Mueller,Machine Learning Fundamentals,2022-05-21,2025-09-25,d27e324ac45c677eba7b30b42ac0a487828774b748ec4bf475be23d5f5900d5c,0.70488793505409,1320,0.966457257577411,0.9309052743408762,0.9487079349570029,1,6,11.227561825516162,0
Oracle,Michael Brown,IoT Development,2023-12-09,2026-01-24,11b62645ec71b4e17e0755d0a29a5e9ea59fa638e31cce1131523ff80c9623a0,0.7988524088576278,753,0.7653243202405986,0.8947612363929978,0.7770515303497599,1,6,13.02552073554885,0
edX,Priya Jones,Blockchain Development,2024-06-01,2025-11-04,46c86796f7d1f82770236afb51890bf9a38e0a3ac2c148855135649855684b8e,0.7449857998814493,578,0.4923509160748836,1.0,0.7354472501070661,1,6,44.10482341983518,0
NUS Singapore,Robert Dubois,Digital Marketing,2020-03-28,2023-03-23,8da5615a3bda5d53c03b1341aa1e4d7dc83efab77269ba9867cdef25500817a7,0.8977716135545476,2104,0.6932544680502158,0.9499654707483659,0.8015745014853926,1,9,3.733173133900013,0
NUS Singapore,Jessica Harris,Database Administration,2023-06-18,2027-02-19,52af35b6c9b66844aa2162b68bada3ed37707b192979b1b6e98c47b7b336f198,0.9134652140507555,927,0.9483471857862671,0.9509223176272562,0.9291139022646376,1,8,18.612836259252305,0
Salesforce,Susan Ali,Machine Learning Fundamentals,2022-07-27,2025-11-30,97da660ba8f35221d153f2077afcdc25ae1c4cda67d700de0121242a993d353b,0.9674454130569111,1253,0.9687525504960636,0.8694851125497965,0.9619715282007336,1,6,2.365328171147486,0
TU Munich,Pierre Miller,Data Science Professional,2023-11-29,2026-01-09,f05f49308ca15ed6550b48ced343292847a93a118ee74cdcea2ada9e05a12a5d,0.7243870687978369,763,0.9660233845851507,1.0,0.9693271417345544,1,5,25.229109017725488,0
DiplomaMill Online,Mohammed Johnson,Data Science Professional,2025-09-08,2028-08-31,3ea397feb05,0.2956,114,,0.7298,0.0811,0,0,0.63,1
AWS,Wei Martinez,Database Administration,2023-10-13,2027-01-21,6835396c7359867ddc5ef50e8431d3254c51666efbc3cdff5fcc397158c8937e,0.7832232165986599,810,0.6588605877779203,0.9782890682849007,0.8235565660371881,1,4,6.040889485374028,0
Adobe,Yuki Taylor,DevOps Engineering,2024-08-02,2026-10-05,375e2644139c2f5e46af69555f36b44131107c60d4511017243f0c8ed3b75b18,0.7815210349434397,516,0.8956326340263213,0.9111065443670975,0.923454092178864,1,7,51.65647869022513,0
Udemy,Wei Anderson,DevOps Engineering,2021-10-20,2024-07-05,af0ba082e33ef91963d2a33cc9d8e20986efe3bf63e9d72bc9841f2d432e0e33,0.8025759297982952,1533,0.7171714300206068,0.8041246049841841,0.7189147762312126,1,3,0.39599664444193206,0
DiplomaMill Online,Mary White,Cloud Architecture,2021-12-07,2023-03-29,d51fff834587e6eef01f74882161d99ed91f48802942a047bebad687e02d8a33,0.1373,1485,0.0332,0.4454,0.0313,0,0,26.06,1
NUS Singapore,Susan Smith,UI/UX Design,2024-04-02,2028-05-01,fbaaff341e4c97cb93cb3189508313a3cf71ed420caf66c9e4ae3eae9da5143d,0.8755516903827486,638,0.9148745952219706,0.946167076827869,0.9335339367960815,1,7,37.441625861764855,0
NUS Singapore,Mohammed Rodriguez,Business Analytics,2024-12-29,2027-05-30,e31e064331ff888678e38085f61641df0b43ab354df8eab2831bea628cfcc2b2,0.8517648642472753,367,0.7951705127414308,0.8522762581279719,0.8976460705814556,1,6,36.56135552173642,0
InstaDegree Corp,William Wang,IoT Development,2021-07-18,2024-07-27,45566704effd4589fa8c70bb22f87b97e32de1958fcb034ec1e5ed8270182a91,0.1404,1627,0.255,0.3948,0.1272,0,1,74.4,1
ETH Zurich,Patricia Hassan,Computer Vision,2022-05-16,2027-03-13,a38d1180b72bef47592e0696af2101fc836bb306549d6628204e939e15452611,0.8508651341452224,1325,0.7904541194173987,0.8968793800847091,0.8976041521384586,1,6,65.82151449136919,0
MIT,Carlos Jackson,DevOps Engineering,2023-01-01,2026-08-21,d653887fdf831eecb440e60c9dd5003dd321b0e826532e9b2969b889fbb533bd,0.909554449625003,1095,0.8784233065237437,0.8599478167848555,0.8527455580090167,1,12,45.360593295420166,0
Adobe,Fatima Thomas,Computer Vision,2020-03-10,2022-10-31,75f85d1d5f29fe4f1529267d8a66fcd0e9ab8583af40b30e20af05de0444f20f,0.8106084416433089,2122,0.980048578161718,0.9582215789117342,0.9322620600198757,1,3,15.496874715721153,0
Google,Linda Miller,UI/UX Design,2023-10-05,2025-08-02,a8ca02ab4924a245f958e28fc81485aac9f23d45aa63b8cdc2691b7452ec93fe,0.7148414204383703,818,0.8577945171511767,0.9711891297176681,0.760109236729653,1,6,15.145729194826261,0
NUS Singapore,Susan White,Computer Vision,2023-07-16,2028-04-01,9ba6fa2a95b01c9c946aa0c8bd51d49b37e7fcfde84edd82815676c9cbc29a3e,0.065,899,0.2735,0.524,0.1572,0,0,14.85,1
Yale University,Richard Wang,Big Data Analytics,2023-01-20,2026-09-26,ee64bcb0623e81f6d6d61b4a6e466d9c51bd070e8f9f2cfb2346b699b1a08c8e,0.7172453455109249,1076,0.9084690696848057,0.9172230898019682,0.8352735905663065,1,3,25.142470885848777,0
Cambridge University,Priya Mueller,Network Engineering,2022-08-24,2023-11-26,e32aa6cbffd7bab7ce26bd8931ee2e09a586b247997efa659a6d772930b7d031,0.7434890852708425,1225,0.9329686589294437,0.9528638970626883,0.9873183691086038,1,2,6.625391254019705,0
QuickCert Ltd,Carlos Smith,Quantum Computing Basics,2026-09-01,2028-06-17,9b6a8dafcd98da1a3550b462f66be6a8e1fb48ef48fcb0069e584f4659655c97,0.3489,-244,0.1899,0.5679,0.4122,1,1,50.23,1
Coursera,Carlos Garcia,Machine Learning Fundamentals,2020-04-19,2022-05-30,2019443d928ab101f64635a131711d7620c3774035fcbabc810ee57fcd64cb19,0.8048432377529398,2082,0.9008586376207733,0.9384192745667339,0.7357725098328328,1,7,21.85903786685948,0
Cambridge University,Thomas Thomas,IoT Development,2022-04-14,2025-02-07,f7400394d3b92fcf6127b60463be0c4155a38b0f414d17050228340423fcd369,0.602635943425293,1357,0.9741534130750996,0.9774283215910624,0.8865006280084995,1,6,116.63349476198476,0
Harvard University,Ana Patel,Mobile App Development,2022-02-25,2023-10-08,0d8730ffd2e864894be766874f6541554b9f3aaedc8ea9e3fe994a2b3ef6f2e6,0.7827952206258014,1405,0.8629751797784101,0.8525461469673076,0.8870724710059815,1,5,1.850337569490893,0
Harvard University,Michael Miller,Natural Language Processing,2025-12-23,2029-12-18,f928ab2b74c5c65ac07fb8c6366844aaf373bc6b1153e343191ed2af73e7d62e,0.8868086252406484,8,0.8967357111021733,0.8867655713479712,0.8976714216540945,1,7,19.691525872800337,0
QuickCert Ltd,Jessica Chen,Data Engineering,2025-06-09,2027-09-10,66a36cf3250b8efefe01a5ca09f05130637931359122b5c41f837dbc3b4dfe87,0.0378,205,0.3299,0.503,0.132,0,2,254.76,1
University of Toronto,Karen Martin,AI & Deep Learning,2023-01-04,2027-05-03,652f78e00344e79c1b9e9ff4d6e414d559b43934695ecc6153de058465f6cc5b,0.8476213501822019,1092,0.9430814131462648,0.910983618007587,0.6467192069895356,1,2,2.7379011903293873,0
Stanford University,James Miller,Quantum Computing Basics,2021-04-09,2026-03-19,9a48d8193df0a414d0a3b86808bc443f2270097b53d95eb8877abc2498d7caf0,0.8759510867684978,1727,0.796885127128502,0.9264516594931697,0.6546239059835962,1,12,20.673357834394718,0
edX,Pierre Jackson,UI/UX Design,2022-08-03,2026-11-18,dd51abf3cc28b91521f00391c9e4b7d71632ace6287e7e62ea46be4614e1f231,0.8911549606530066,1246,0.6351717478637378,0.8905669272146394,0.8994395067887833,1,6,5.799554462037364,0
MIT,Fatima Dubois,Big Data Analytics,2025-05-17,2029-10-23,bc65ceed159fdc4b2fe59ef30ed7e1ca8cb5ba760c02ad1045ff9b1f00788c33,0.7614158590919105,228,0.7603118320803943,0.844566150536868,0.7528024886166066,1,4,18.463345185314214,0
Udemy,Carlos Tanaka,Data Engineering,2021-08-15,2024-10-23,352b02c961f3f75992846979e1704c5e04ee8b855a01689f6cff0bcf2d1ba6ae,0.6674248719066955,1599,0.9819500134893411,0.9577926064295202,0.9220016037144947,1,6,61.66449687494527,0
Salesforce,Pierre Patel,AI & Deep Learning,2023-08-26,2026-09-11,41d8ccdf6153c14c0c96c126892b9d183ae88817d97bf4d087df1a934a78034a,0.9310761600173822,858,0.9389874769916119,0.8507401733210369,0.9613362254002527,1,4,26.30679203395753,0
ETH Zurich,Mohammed Jackson,Big Data Analytics,2024-05-20,2029-02-16,3d46aee3d0dc4723ad265f341e9bd772a8e624a964afb492da4f9502ed54c4e5,0.801807184816967,590,0.9158337134921746,0.9864869184237253,0.9336459482211471,1,5,104.60323494915835,0
MIT,Linda Brown,Mobile App Development,2025-01-08,2026-04-05,cb0be7e9ff6dcb7e70f46804dfb17bd85ef38c63337f11ce1c790a6c0169ff72,0.9042206656999505,357,0.832307503430427,0.8978473369117203,0.8988771190040107,1,4,12.637724149859618,0
Oracle,Thomas Wang,Full Stack Development,2021-03-12,2023-12-22,c1f33b310111a162e023ae0a9e2ef3fccd03043d08d74eb87a5cf3b3e941060c,0.972736648147589,1755,0.9545790333271295,0.8165385129152344,0.8871842652445028,1,7,29.534556480097557,0
Harvard University,Sarah Williams,AI & Deep Learning,2022-10-23,2024-03-15,8dc3fc257890e6e67030860c56c37d680679c11811ef87aa1b6b633bf9b96c36,0.8227059470094767,1165,0.8691666644599522,0.9619243871440866,0.9424565049496947,0,5,2.246310767648124,0
AWS,Barbara Santos,Robotics Engineering,2020-06-04,2022-01-02,722d63fcf897a9aad7b54e64bc36f1b404104e288e885928fa4a9d8f6b7507a4,0.6569995554068347,2036,0.8906736286043653,0.9041789639333611,0.5934835551355204,1,5,0.6944060079078213,0
Google,Pierre Rodriguez,Business Analytics,2025-02-16,2027-05-10,5fc7a6a23eeece87af566a352fc21356f0ebdf7e64d406494018f95d26b8e065,0.7758973881317226,318,0.8244134253744562,0.8642863830913751,0.8829941327543638,1,4,4.336455350912568,0
Cisco,Joseph Wang,Cybersecurity Analyst,2024-09-03,2027-12-22,af2b0930cc20fe7512f71e915e3c46c9c4d713ef4f463516b741eaa03185c24d,0.8501461337999544,484,0.9671060462801727,0.9607826542448866,0.8959738554303507,1,6,62.63932587478515,0
Microsoft,William Taylor,Digital Marketing,2025-01-28,2027-11-28,8e1d7426b18e05bf9f14e7620399c542c8483158bf248af3afae2b12ac3b3af3,0.8513330765216655,337,0.7097731436625196,0.9666000027187055,0.8384282824373206,1,8,40.12186508773295,0
Columbia University,Linda Hassan,Computer Vision,2022-05-26,2024-07-17,a2ba3e64589125449b3362521c5e16eb8b4ad888b22c537c628e77fe8ee69669,0.675007484979566,1315,0.7421935453329438,0.9161187322122046,0.48740914988561235,1,5,1.7635197279028272,0
PMI,Thomas Tanaka,Business Analytics,2021-11-30,2025-10-06,c743d8af0fb01e6ceaa5bc6ebded752b0b54035fcb481892ec1b35a45fe2f14d,0.9376870683639789,1492,0.6524605876963625,0.9505228402388718,0.9289238357075001,1,12,44.8332347554078,0
Google,Karen Patel,IoT Development,2020-12-12,2024-04-04,f23a63730e0e9ab50ae333dac37e892adfdfd7f7aa5a2697a69ae3b724492f2f,0.579241261319053,1845,0.8198108564786242,0.9034284092699144,0.8442929297625466,1,4,32.365612818406554,0
Columbia University,James Patel,Data Engineering,2021-03-06,2023-02-20,fe8e79464b1514c9a05110c70e82e641474fe6d1670a697477cf178d54a54845,0.6831031477890981,1761,0.7812720910462667,0.8726017467394869,0.9955289768026957,1,4,52.02997721135457,0
Salesforce,John Anderson,Computer Vision,2024-04-13,2026-10-01,f9bab368969607be700eebfe8f56f8a7a7704deae6598e5d4e3486ce16f94e93,0.1104,627,0.1493,0.6731,0.0653,0,0,39.28,1
Cisco,Elizabeth Patel,Database Administration,2023-10-20,2025-07-11,9a366de9ed3fb38e304117e0dd74d3d982229afa13010c03d70f88f37f38a18e,0.9485812939111918,803,0.9380772485169159,0.9401518435288955,0.954667911920538,1,8,65.54709204500531,0
Yale University,Joseph Rossi,Agile Methodology,2023-07-23,2024-10-17,16deef3556369fdf4edc57a4bd162671819a1b89a5b6ed953d84979fecceb286,0.5594498487685291,892,0.9358541248898723,0.8994600582135559,0.7149311626652417,1,4,24.946771333336095,0
edX,Yuki Rossi,Full Stack Development,2020-06-15,2024-12-16,41a4700d9b326adf9b2314927fda98f26c0e0110e6749cfe141f1f3085f34f20,0.8347682306373182,2025,0.9465767882142315,0.8910180303062231,0.9337124838839731,1,4,4.104046719552554,0
FakeUniversity123,Robert Kumar,Data Engineering,2026-12-22,2030-09-21,cab0bc45685840e26556ffba690cce77e9e6ee441b139d38934060a6910a2a0a,0.1365,-356,0.2236,0.8388,0.2032,0,0,78.05,1
Oracle,Sarah Santos,UI/UX Design,2022-11-03,2027-08-31,f7788a0ba4e65b69c6203017563ea549b78f05223fca05621b68a803aadf83b6,0.7901148446625234,1154,0.8400649132840659,0.9331901737763679,0.6386943444398225,1,9,51.798987169185196,0
CompTIA,Carlos Hassan,Network Engineering,2025-01-28,2027-10-31,c266512725bb872383393a81457e9b20ccfec5825b382caaf2c9ea3eb21b4e3c,0.7705171333514236,337,0.8128506145761744,0.9133638120262727,0.9445582003036718,1,5,33.16058856125394,0
TU Munich,Mary Williams,Robotics Engineering,2022-02-15,2027-01-24,1e69b660f36614bb23cae155e89e6538c17f0d0b05265d61165cabb3f1f27c1f,0.8082211772551217,1415,0.7708420888911064,0.9858801478982214,0.8374893649813346,1,5,1.4230562199885475,0
Yale University,John Wang,Full Stack Development,2023-02-27,2026-02-22,ee54ad0a0a569e8af8b285a00dfaa5a4411e5f680615a4dcf0dfb8e76dc4ffe2,0.5976796435114432,1038,0.4830649650374388,0.9547203159472686,0.9802033712581261,1,6,40.088602436814064,0
Harvard University,Mohammed Harris,DevOps Engineering,2020-10-08,2023-03-21,83a9d1937e209958864c47cc5fd95d211c6ee46eec2fdae99dbf36547894ee79,0.9124564160650369,1910,0.8201462541299781,0.91148564371291,0.9120837049760419,1,4,20.23230398592339,0
Coursera,Linda Ali,Cloud Architecture,2024-06-29,2027-07-13,2edcd687d7071db158cd4f7741148176a20ba47d041cabdf97af983b1a81b32d,0.8503824111694062,550,0.835360192925882,0.9717378164280749,0.9147955427746133,1,3,4.436528071741106,0
ETH Zurich,Richard Brown,Project Management Professional,2022-09-19,2026-09-28,9abadd1ab13dd11631c186f44fe9f0c2e68bce47673184b3fa8853391c1e7685,0.6956625409269974,1199,0.9687880262523929,0.8797054994368955,0.7949484836872148,1,2,86.71662710134541,0
IBM,Karen Hassan,Network Engineering,2024-12-16,2027-09-08,8ba5d04e1393a980c70c3b8969c40e0a0360013d41750eaf37a4cb0d3615fb45,0.9066671519147552,380,0.8263526967266671,0.8975228209758266,0.7784314683518367,1,8,4.191998321604465,0
IIT Delhi,Linda Martinez,Network Engineering,2022-01-09,2025-07-03,6612c313bd69690d7d04509078c12c17cf560019cf578ed601810bdd1b44d8ae,0.9224267539856266,1452,0.8215200635380595,0.953416805010293,0.9737966175236337,1,7,11.720242421533921,0
IBM,Barbara Miller,IoT Development,2021-02-25,2024-03-28,b244f063c6eb02f0cb00797055e328267d4b6bdc383d064fa7306d08182debc7,0.9336076687856645,1770,0.8298257718749028,0.9524812903281529,0.6128628916607799,1,5,32.87912762964611,0
Stanford University,Yuki Martinez,Robotics Engineering,2020-06-20,2024-06-04,bcf464a00bf519ef215719fad1f36c1f3fcc3d73eb97bc0535a4785236849673,0.7872750009561651,2020,0.8994838986659724,0.9992317228526836,0.8998430566119231,1,6,17.943696378515025,0
AWS,Jessica Johnson,Data Science Professional,2025-08-21,2030-08-07,b017c1281c2032b5b3d79145f41ed1868590d12e099986e118a4b6384f41f50a,0.8292164972871554,132,0.7534974317606347,0.9783443937844929,0.8625272838736753,1,7,57.234170080810124,0
IIT Delhi,Thomas Anderson,Software Testing,2024-01-21,2025-11-26,bfb0aed6e43604c43247db279f6b4cdf01a2de9129f161c0b019d0a9ecd9552f,0.9941061266872051,710,0.9749495136613274,0.8685954278075071,0.9193620928297679,1,8,43.40204578837066,0
Columbia University,Mohammed Martin,Database Administration,2021-12-21,2024-06-08,12b42bd28b242e6986880029b348bc0bf991e59d6e23f112fbfbe625b0237cb8,0.9801221186846589,1471,0.9811698757629228,0.8788375091222793,0.8286190817104884,1,10,56.357192015502044,0
Salesforce,Christopher Thomas,UI/UX Design,2022-10-09,2026-07-01,d6afcd74eb1b9eb9539c792427ea6f42a1e5c4f4517a52604d4b360430a81247,0.7520683766640094,1179,0.6378037053491696,0.8070987437441902,0.7545213212412363,1,4,108.07760543947268,0
Cisco,Susan Wang,Software Testing,2021-04-05,2025-10-06,c4470da11881a0039bc8e737195eb9374109e7c2ab54f19a97ff9fdc9d8b558b,0.5298941896590327,1731,0.8270574936674712,0.8845716027103459,0.8966097097744851,1,6,51.86556716753427,0
Salesforce,William Davis,Quantum Computing Basics,2025-08-12,2027-08-20,81d8b814c2f92f468680a2f16725644da4f63f9ff814787f73cac2c4cabc29d0,0.7846833894153641,141,0.8821601542379962,0.8496598871948277,0.9064100962533403,1,5,8.71274689793228,0
Microsoft,Barbara Taylor,Agile Methodology,2020-02-09,2024-07-19,2c865f9158a2a427b52533d601ee580d1fce769d1aa72fe19a8d7db6a35dd403,0.8949887983351195,2152,0.8423088962626586,0.9890232434641909,0.9300241004366957,1,7,43.06395545775581,0
Yale University,Sophie Martin,Computer Vision,2020-05-12,2023-12-16,b46d255b26693e3be788c619fc4fe3d666b4bd4054f37a01c9279ec2d3047751,0.5664671214874519,2059,0.6146189396029591,0.9633804628618886,0.9361834898933775,1,7,31.503938594785083,0
Salesforce,Elizabeth Mueller,Machine Learning Fundamentals,2023-03-21,2024-11-22,e1cf603d007656200d347e9605f31437edaf0f19be8cc027d1be1309ab2ad0bd,0.7525512211886373,1016,0.9078602918394518,0.9149144793501892,0.822936864399928,1,7,20.390442251984002,0
Cisco,Thomas Thompson,Cybersecurity Analyst,2023-11-12,2026-10-31,7e2cc5d918ab48eea939eac643df52aff0f3db883c22c7a771939e0308b9a517,0.7662373235033125,780,0.6932888445121211,1.0,0.8484488339151904,1,6,5.8927121111056,0
ETH Zurich,Michael Kim,Data Engineering,2023-02-18,2027-09-27,6d8af5734326f89f21691c20cdccb487ca1e40b0141712658204a2de8e936751,0.7227230112102444,1047,0.8617146641067763,0.9095468094913961,0.9150418924703158,1,6,6.204791508632662,0
Google,Priya Tanaka,Machine Learning Fundamentals,2020-11-20,2024-11-01,d0a9bee046f01e282b25a162b59a730a5bc0a897bb48bcc2b8b27cddf4909566,0.8608288419090889,1867,0.7518321497315059,0.9762315974693198,,1,6,42.616990149615006,0
CompTIA,David Garcia,Cybersecurity Analyst,2021-03-27,2023-09-16,bba4c56ef49774e9b572baab4263a8e34f6a92c8820bc8815f79d383cf126cd0,0.8102589546168398,1740,0.7025964701548739,0.9674077292802392,0.7775464801477439,1,12,0.15486658324246264,0
IIT Delhi,Priya Kim,Full Stack Development,2020-06-06,2022-07-22,69171a945ba5465e933c8fadb6c40f9790ecf84013d87730a0cc29cf957c7911,0.5415649803691405,2034,0.8095591536251803,0.9373934159459035,0.790169569631416,1,8,8.03664796536601,0
Adobe,Mohammed White,Computer Vision,2023-05-06,2026-04-17,5c4d6974e87283c4f8b4a303561217ec658631dee1401ab692c5beeacabb00cf,0.8778103004113891,970,0.9459172753010642,1.0,0.7582806178310667,1,8,21.19011566583901,0
University of Oxford,Michael Kumar,Project Management Professional,2021-07-26,2024-02-23,49f60b761113981afdc4ca15729b135cdc42f66b77ef229137eab5d0e6df9ec8,0.9525884655491395,1619,0.768077960367327,0.8834535605800677,0.6382882977827224,1,2,64.13005937844736,0
Udemy,Ana Jones,Natural Language Processing,2024-02-03,2025-09-23,1457fcc48fb04b0e9e3db889c3a2d1cbceb8f01e5615a11803f115b69a1d03d6,0.722742340792753,697,0.9552714327988658,0.9719373119432663,0.9313272145501952,1,5,7.16956850645111,0
University of Toronto,Karen Miller,Computer Vision,2025-08-20,2028-10-13,b3c95912d7554efed89f2fa90783773fe2094ebeed941540f39b8b1296fca612,0.6267913526891465,133,0.8522095170786191,0.9684032437733958,0.9002030687565005,1,6,10.192254623297861,0
Udemy,Jennifer Martinez,Machine Learning Fundamentals,2020-04-22,2022-05-24,f77c4b71d5b7064ec19f6b2335e345d594de91a2fd0e2fde83ab59a75629847e,0.855477780016184,2079,0.952351657848187,0.8845642139463862,0.793796417715827,1,8,55.39812419532876,0
University of Toronto,Wei Kumar,Network Engineering,2023-06-14,2027-06-28,936655daa1398cc55365d7432c96e36aa0d1a08ae667e47a3bb4e4647c2b02fc,0.8087236496670371,931,0.8165433122853286,,0.8547040932143809,1,3,37.81627043138771,0
TU Munich,Robert Anderson,Machine Learning Fundamentals,2020-11-03,2023-03-07,29f5da168d645569fa835b74dfdf47f8c5932a64f5bd60ea4359f466106e1577,0.9435293004710369,1884,0.9580760452826118,0.9737343073534687,0.9662098098606453,1,7,5.338396819846971,0
CertForge Academy,Sophie Wang,Computer Vision,2022-05-20,2026-06-26,c4b260506bd6210ddce9456c48adc1b6bb67fdd3171f132d762674da5007e4ba,0.4216,1321,0.2699,,0.0929,0,1,44.41,1
Cambridge University,Carlos Jones,Agile Methodology,2021-07-10,2026-03-02,23af5eecc5dde203107f987bf5e253b57b8ce6bdba745e67d2feea879f5e0e49,0.889577010595596,1635,0.851166468550436,0.9448401167949828,0.9543911407023655,1,4,19.034598759462806,0
NUS Singapore,Sophie Smith,DevOps Engineering,2025-11-03,2026-12-15,62fb7e700773492e5e1bb9a07b9a9c48dbfd7df48462ad4d2993238f6f865f82,0.6422959573248933,58,0.8970295411053745,0.9212885810008781,0.8198384837413887,1,4,7.786348162699887,0
PMI,Barbara Ali,Software Testing,2022-06-03,2024-01-23,5fe41ee382d89d1706da9b3a0f23a11c891843356adf0229ac4e5f1d7b617cbf,0.9089566568478766,1307,0.5992357243572767,0.8103061437355306,0.8122091428971415,1,6,5.90926161171935,0
InstaDegree Corp,Jessica Kim,Cloud Architecture,2025-08-25,2026-05-17,e79f6f93b84eb8524818e,0.0893,128,0.2092,0.7002,0.0995,0,0,13.96,1
CertForge Academy,Robert Jones,Natural Language Processing,2024-02-03,2024-05-23,b726611935bfbb63141008f65d8a0cde7e5cce3e19d1f42bd591f7356a6a1a1c,0.1007,697,0.2703,0.6406,0.0596,0,2,66.69,1
MIT,Michael Davis,Data Science Professional,2020-09-13,2023-12-14,f5f3bc4f8bfbadea42abb4a22b77d992fb93e27749e0c681d45cc5a00f581fd9,0.7890975450828873,1935,0.8431403166166417,0.9266921335364675,0.7661193537767499,1,7,14.0669222605069,0
CertForge Academy,Mohammed Williams,Big Data Analytics,2024-09-11,2028-04-10,af247c9c4beccb441446c5297b8a33e5a1fd9b6232da233f79c1b438ce04867e,0.0166,476,0.0933,0.5126,0.4291,0,0,0.45,1
Johns Hopkins University,Christopher Miller,Computer Vision,2024-05-17,2026-04-30,0bcba3f847008ab16313f817696e488bb487adf1709bbb3e5968a0973e08f451,0.7760627844387261,593,0.8375753711040747,0.9018541060527039,0.6536194013805443,1,5,34.02160133263698,0
Google,James Smith,Full Stack Development,2022-09-25,2024-12-08,c6cedf7645f06243655f753a01edfcebdb76495be99091ce8afa0fc37768039a,0.8874586452727852,1193,0.9682735776751379,0.9175505071875294,0.9832427416108444,1,12,1.7026528716456941,0
Johns Hopkins University,Susan Smith,UI/UX Design,2022-10-21,2025-05-15,0a27ab407dfe86e53ad2336403d886c6d89626fee76963a0be7469da564ca537,0.5735869918010934,1167,0.6529539441516189,0.9509912491324427,0.8376088522945414,1,2,0.5421923172934066,0
Adobe,John Martin,Robotics Engineering,2024-02-02,2027-01-29,8b7f8626fdeeeaa75234c27107f48c755a95276865c1207fb74e775630b155c7,0.3579928276211721,698,0.8211343965094664,0.9302534141838495,0.8140162824672004,1,8,8.582998183957704,0
Salesforce,Sophie Ali,Cybersecurity Analyst,2022-05-23,2025-05-16,63eab0a73f47ea4931f701b684c50041fa3649dd601ccc78c9dfee507687b21b,0.747296705512297,1318,0.568318616050835,0.9331901868483746,0.9333410811382483,1,6,1.5336294731348754,0
University of Toronto,Mohammed Thompson,Blockchain Development,2025-12-12,2028-10-05,046897488a7193b87920776db27dc0833d2b3e530d1a4990145beaa4ae76d510,0.8298772511517744,19,0.9267669394017253,0.9250725675182907,0.8775819944839942,1,3,16.505287920797247,0
Johns Hopkins University,James Rossi,Network Engineering,2025-04-04,2027-12-28,69f770bb1ca62b42d5cc073c375a22f3b522f542177c8b61fc9c05195821d5bd,0.9250463532124141,271,0.6770114757323783,0.9479478812656912,0.8890608683532367,1,7,3.6922924649202282,0
AWS,Linda Garcia,UI/UX Design,2021-09-14,2023-06-02,91f3c49ff72fba9b897feeb50a301a0313907bbf9a34d0242ac35902c6d6cc62,0.7285004804920799,1569,0.9615368949988845,1.0,0.8068365850164839,1,4,17.60102854089388,0
CompTIA,Christopher Jackson,Quantum Computing Basics,2025-03-06,2028-09-20,4b85c1b101c4154e8f755982d92047d17230189445aa42fadbca5fad664c65bb,0.8013102462443944,300,0.8334227716670085,0.904272673248675,0.8442330066645556,1,4,0.2320467462171196,0
edX,Elizabeth Taylor,IoT Development,2022-02-02,2023-11-07,c8e24702bcf4299499a3c88056fc9dfb0905e31ce31b5573edc03b4f294fc06b,0.9533666193163461,1428,0.9229617697819836,0.9565249415131876,0.9580824791931695,1,5,40.92472602038816,0
University of Toronto,Yuki Dubois,Machine Learning Fundamentals,2020-01-25,2021-01-26,f260179fec6394a24b987e910dd4a7171785cab2b9e21fd5b066ca7350e309d6,0.6696552173754242,2167,0.6738472848720498,0.878527913484656,0.8088556620046644,1,5,12.034200868681417,0
Salesforce,Karen Taylor,UI/UX Design,2021-02-21,2023-10-18,99195add1ebb19ea97de7e7399f7ad1167e30185711e1df247efbfc1c3acf1c7,0.5072402790560002,1774,0.7661271891627266,0.8974109713378928,0.9451209663925177,1,8,13.460661351188543,0
Google,Thomas Hassan,Digital Marketing,2023-04-07,2027-06-24,986922ba5e45757bde50deb12f711104ab8712801b93323fb71f220f0cf44be6,0.9044328385514808,999,0.8942017329584895,0.9344160777583511,0.7800963986603304,1,3,52.27892869049816,0
IBM,Ana Ali,Digital Marketing,2022-11-29,2027-10-15,e860e10f4fb35d2140d26c23dcef4bf3f0c46e28ef7675b7f3123235a0ba7bed,0.8574619102094265,1128,0.6737552994850659,0.8755481523265022,0.8107600208419862,0,3,8.056756947982997,0
FakeUniversity123,Elizabeth Davis,Data Engineering,2021-11-22,2024-05-01,7d5ac2390f67a2cb45a4ab861f4163b657d69c009ae5b0d2c67c98a81926aae5,0.1368,1500,0.0344,,0.1467,0,0,3.88,1
CompTIA,Ana Harris,Full Stack Development,2022-10-31,2025-06-27,9ca242389245215d871828a17e59e3b462a21bea3500bc288330dc117fe03381,0.6262744515957815,1157,0.9300408013990298,0.9294846501458885,0.8247622649958457,1,4,14.039155572221418,0
CompTIA,John Thomas,Digital Marketing,2020-12-01,2024-09-20,cf0d3385a4434fc484eb4b9ecd1afd142000f2bb8ad4e8a7aa6efad06f73a014,0.645479192728937,1856,0.8585621777486473,0.90483419773459,,1,11,13.622637885944494,0
MIT,Sarah Brown,Cybersecurity Analyst,2024-08-27,2029-01-05,e16e11fd1c36f87598111d1f1f43dca04fb1d5c9d7f5d3aec89b07bf347dd563,0.69982422307854,491,0.6804646833764891,0.858765043543774,0.962730456861826,1,6,7.7007718934630685,0
CompTIA,Thomas Smith,Blockchain Development,2020-09-30,2023-05-29,633ac8490d29315e1bbbb9eed063dcad64cdff6013436ab3ae6e306d8efa2ab8,0.7398946231655643,1918,0.825543529733195,0.8727586962671666,0.9068056118905025,1,7,57.32934014854531,0
edX,Wei Kim,Agile Methodology,2022-10-19,2026-01-06,c8675b6a19963337b3066b62d0d3d341c4dba5a90a32009c8ec82f3d4ddd18a7,0.8219771062944572,1169,0.8275956432587408,0.8741933796238069,0.7823404307050693,1,4,2.3788624450320146,0
Stanford University,James Wang,Database Administration,2024-12-11,2026-07-31,0ab38b8c2802011322a913b6e47e474a6fd42400ff75f6d2e22cabc714068094,0.8020852428872295,385,0.5900691466583535,0.9448809964288551,0.9584837043281114,1,5,143.17683692243355,0
TU Munich,Sarah Harris,Business Analytics,2020-03-30,2024-09-07,8a9898f286bf76f83dd8f6a1f2f2ece080d629b3c23c3f8bd983be632b3094a1,0.7646908084365351,2102,0.8922906922052909,0.928389300532459,0.8924586820626178,1,3,20.264619800812273,0
edX,Robert Jackson,Robotics Engineering,2020-08-02,2025-04-02,ce840bf5d0349155f46ea6d21a68cc53a095243d0dbebcc18d982a0c1fe89bb0,0.6543553764660202,1977,0.9574588517430935,,0.8766633502921723,1,5,43.12018384631658,0
Yale University,Sarah Martin,Natural Language Processing,2022-01-18,2025-01-13,898c6b06eb1513744e6e5169b7a86571ac0fcb9436efe4c7e8f438e5783c076d,0.6041904481992464,1443,0.7743962076483716,,0.7953513872156475,1,3,39.796371169744226,0
Oracle,Wei Smith,UI/UX Design,2024-04-23,2025-08-17,40c727f850264305f7ed9c7eb79accec91ac0f4aaf254a3f4cc3232b23807f5b,0.8502738020353322,617,0.9158013057502602,0.8892102839558677,0.7281739215143981,1,4,27.699629854267126,0
Cambridge University,Karen Jones,Database Administration,2022-06-13,2025-06-19,e47b2b6bcd8d39cfff9aad2152fd37b946433c61bb6b433dc592448a8dbd3dcd,0.7948766309212781,1297,0.41446298651999075,0.8951030196538,0.962526216269147,0,4,84.75117522864643,0
TU Munich,Jennifer Thomas,Natural Language Processing,2022-04-01,2027-01-30,436e41e2990aaee1cf23a80063e6e002776a0cc4e16461e1780f9925dc8e21c6,0.8154410410574703,1370,0.7740467881176591,0.864752857361939,0.6586842122960862,1,7,10.8491710708524,0
Cambridge University,Barbara Jones,DevOps Engineering,2020-09-21,2025-02-22,d38f25835ea3fd406d816d682b9a6a982d90ec27bbb508f248f5a8ff39320985,0.7271729069653728,1927,0.7246648285670485,0.8735631842233608,0.727221203424008,1,8,11.771918746545632,0
InstaDegree Corp,Christopher Ali,IoT Development,2023-06-16,2026-10-16,a1f681e69bc3e043725fabe073553f6b42cb6dc677c9c59b56e254257178c4e2,0.1307,929,0.1733,0.6595,0.2856,0,0,219.18,1
University of Toronto,Robert Miller,Full Stack Development,2024-03-01,2026-06-05,0c4fcc73f8aebba6252f2084eddf862b03319ba425598bb34856061f0a07a55c,0.7490103429710016,670,0.80453897799148,0.8764322022893651,0.7910979302782767,1,3,4.824060799459941,0
ETH Zurich,Susan Ali,Big Data Analytics,2020-12-14,2024-01-15,9863b5baf7441a6267a6e960b467e00e77985cf247ce6087b354a4696891146d,0.9541409493690529,1843,0.971790317328165,1.0,0.9103504050197285,1,4,2.1768488128539576,0
Harvard University,Michael Martinez,IoT Development,2025-06-22,2027-11-17,7a6f2787a77fbbffbda9cfd000ad12b92205c7a951dd09a908b045414d4cfce9,0.8495608839071251,192,0.8134990820601691,0.9513466224446234,0.9230067505024182,1,10,83.96020570473965,0
Columbia University,Robert Williams,Database Administration,2022-02-23,2026-10-10,58c6dc54d818f4a189d6f00ec3fba76bca800628d1052d808759bed428324cc3,0.9067159899751444,1407,0.7616726726440324,0.8690239016835203,0.6688647881775684,1,6,9.949929281298786,0
PMI,Priya Patel,Machine Learning Fundamentals,2020-03-09,2022-06-28,6e31ac4c024dc78bcd18c47ad5106d4e2a0556b887658b293b809402975b5997,0.8705113345425892,2123,0.8045427285498888,0.8704623595569678,0.8964440988608771,1,4,9.076860397478129,0
TU Munich,Fatima Chen,Network Engineering,2021-12-12,2024-11-11,522add455486adb453ca4e14625476342686f6ef2bfbe9e9682569fc23a3b298,0.787128753222592,1480,0.8015710426828547,0.8630151894807749,0.8904988863985323,1,5,117.80445700869392,0
Columbia University,Yuki Patel,Data Science Professional,2023-05-30,2024-09-08,d09729f746a96bab6a0dbee579111770201696ccdb2623a3cbbd71f4041fa512,0.8962988274785814,946,0.7210182384029488,1.0,0.8614497318665381,1,4,2.8663086664610438,0
CompTIA,Jessica Thompson,Mobile App Development,2020-12-20,2025-07-04,1fcafbe9e18e59a80b990e594f2354b7cbcfd29c679973366748f4ad37445643,0.7673252338598783,1837,0.6721634469103385,0.8753075063792666,0.9578815839293867,1,6,20.17731196617201,0
NUS Singapore,Karen Brown,Agile Methodology,2021-07-19,2025-01-03,ae8a3b57ea5a1fd887a3bb4f8b78804044d55ad8f61ae9af607d74adb4a6dcdb,0.8578215976148909,1626,0.5289816411155844,0.9249641657528402,0.9772850865392851,1,6,32.877178353645,0
DiplomaMill Online,Michael Mueller,Database Administration,2020-05-15,2023-07-01,a8f75a3d3d9a3d35,0.2341,2056,0.0669,0.7893,0.2038,0,0,43.7,1
TU Munich,Karen Garcia,UI/UX Design,2020-02-04,2024-09-28,0ed8d39299f3e082af42fd574e17c324947f79c1d40a24f9e094661ae0e04f56,0.9079505817123386,2157,0.8066924765608326,0.8777497365385275,0.6280158723101199,1,8,2.2576577677034546,0
CompTIA,Michael Rodriguez,Blockchain Development,2023-10-21,2027-08-30,dde7439eddb53d843ef83c0d8c6371cb875a216d68d50e8a0af2b764d2563adc,0.548186246461138,802,0.7411633068030783,0.8901898617733593,0.7328611212405395,1,5,13.068577173798387,0
Cambridge University,Ana Santos,Data Engineering,2023-11-20,2028-06-10,699eff84fe0f914607f4f823e3f70b1b4978ef712b33ed31c9b243632e30de62,0.548462460861578,772,0.9585808346870252,0.8622590541865409,0.7136919834387079,1,8,18.92428095959644,0
Microsoft,Fatima Jones,Cybersecurity Analyst,2021-07-20,2024-01-18,55f3a080bfcfc5281f725a68b6d7ad281943bc25e330f4120366225a3e48965a,0.5615784207309886,1625,0.7195709922246604,0.9238261278731394,0.9033051627988993,1,6,43.31828976711753,0
Yale University,Mary Jackson,Agile Methodology,2024-12-03,2026-10-26,0090e8dca3ea327267f85b0b2f7e7e8b5374923bf590685db1168f10c5a4871c,0.9655598922874423,393,0.8151639343630825,0.9163483552260255,0.908103201191291,1,6,20.814922425448906,0
QuickCert Ltd,Yuki Martinez,Cloud Architecture,2024-07-30,2027-04-10,9f3547c833c291cca98cb3c851acb267c75607dd27b2e7058529067c644a6423,0.0865,519,0.2219,0.9108,0.0647,0,0,37.24,1
Columbia University,Patricia Garcia,DevOps Engineering,2023-04-20,2026-03-05,a1c6af803e75dc6a8e42a53749c256d00b15a8246b5f588fff6a12456b3de57d,0.7143890366899404,986,0.8697419291419304,0.9086760554049237,0.9185616875564578,1,3,71.07375354436452,0
Columbia University,Mohammed Wang,Business Analytics,2022-01-02,2026-07-31,4f8d608d7e2ae7ee8a9c25c5f28bd4f3e8114e20db355d9535a32809915270b6,0.1225,1459,0.3324,0.809,0.2871,0,2,87.96,1
Google,Mohammed Johnson,Agile Methodology,2020-11-29,2025-06-30,2eb491cc1b67ee21554dca234e964df862507c8a4939d481b534baed1ef042e6,0.0261,1858,0.5062,0.5047,0.1794,0,0,12.28,1
Oracle,Joseph Santos,Digital Marketing,2024-08-31,2028-05-18,7a274693ada4270f74bb94b0c35d7b85104b42a9e2429870af8c947f7568c12a,0.9374104694597313,487,0.8683701204613986,0.8557489917332757,0.9135704042983638,1,4,3.1408654523193924,0
Salesforce,Thomas Miller,Database Administration,2021-10-14,2024-09-27,8f8e9e99d85df9e565d654c09b1b6c2fc630b0be540053416cb9738e5a348f1f,0.6295390898726776,1539,0.9821967954084565,0.8989155425252088,0.9864921787983955,1,8,53.468545159247626,0
Adobe,Richard Tanaka,Cloud Architecture,2025-11-22,2029-10-02,5025342c2f0f20bb57381c44878b132fefcbbabaa25b78bff1d49beaaeaf14b2,0.6046053357539605,39,0.988927613699163,0.8224425291312845,0.7849085105499811,1,6,17.28696909155301,0
Cisco,Barbara Jones,Agile Methodology,2023-01-11,2024-03-07,df0c7cfe1b4e5f432e4676589c89964c4a67adf99edf9065634f6bb9c2d6a615,0.8290102834555074,1085,0.9544583723765673,0.9468597118235024,0.8869715105225247,1,5,35.20933713682027,0
CertForge Academy,Karen Rodriguez,Cloud Architecture,2025-04-22,2030-04-19,c4402a388a,0.0701,253,,0.5039,0.0739,0,0,29.92,1
CompTIA,Yuki Rossi,Machine Learning Fundamentals,2022-11-08,2025-11-18,ad0f660fa38c280a121a3f2cfa10069e791c42aeab509602d9a0da183ad5a722,0.7432074789581123,1149,0.5925525016983879,0.9228019410837771,0.9153787725920864,1,7,23.631769721183016,0
MIT,Fatima Martin,Data Science Professional,2022-05-10,2025-12-26,cc921afcba6d93a4cb919308da234749d7f3b0a019a620a67bc0151c61be0218,0.585039420386092,1331,0.9191193938288091,0.9548489540542892,0.9285419908945481,1,11,28.66331339482325,0
Yale University,Yuki Thomas,DevOps Engineering,2025-10-18,2027-05-18,90e137f62c4365d70ccc2ebfdde133588690ec7a34cc48e98ffb1e1501c03a4b,0.7780760515737579,74,0.8393562131220389,0.9911583765088958,0.9595243404930547,1,2,61.797085931089214,0
University of Toronto,Mohammed Rodriguez,Agile Methodology,2021-06-27,2022-11-26,e733d94792bc71f613f95dd5eca2ff7623d964957bdb96fc7fb377c31f04b93e,0.9352923366915246,1648,0.6753854846850903,0.9002379832081022,0.9174020018910525,1,4,9.95115812562119,0
Columbia University,Jennifer Santos,UI/UX Design,2021-03-02,2024-03-15,17627943bf1963fd44b84f5d9fcd2becc0332d31ee6e1933f7421b7d3fb35ca8,0.5314571754069349,1765,0.9666812859613652,0.936541074868833,0.640808270633241,1,6,44.16787297042411,0
MIT,Ana Rodriguez,Data Engineering,2021-05-20,2022-12-10,ef17c3d7ef309bc0f6c4b466e6b351196f39575339b81c29f1594cc512bcbdb4,0.8431455761497738,1686,0.6419581649307077,0.916682872351124,0.8407037234436829,1,5,114.44784441044503,0
ETH Zurich,Yuki Dubois,Data Science Professional,2022-02-12,2024-08-08,80880c373deda42461801b5594d91f37dd7d65d397570710ba375505a8410d56,0.8305601745951428,1418,0.8392349288612554,1.0,0.9040722156629424,0,6,93.90369386294252,0
Oracle,Karen Miller,Quantum Computing Basics,2021-02-01,2022-04-08,c3f6af8d5ef13c1727175623474cb85a7fd2baf5dba7bd88494b01f418911da2,0.7498242809022284,1794,0.9505665818697357,0.9240067897948381,0.969365875903881,1,7,46.023231168528696,0
NUS Singapore,James Martin,Machine Learning Fundamentals,2023-04-12,2025-12-21,79f25623dba00d71b38e3d73f7a0e973a52013a7338db1c0936aab2f14766b18,0.7145588787837479,994,0.8591387653175355,0.9553521325344928,0.7187940478319521,1,11,3.3331109026512147,0
edX,John Anderson,Network Engineering,2023-01-09,2025-05-28,b21209cadcdc4239bf39843c6a606acb2d74247c0baa696c242f0d34c2d33f49,0.9221324933472916,1087,0.7444427521668259,0.8667053905804887,0.9100030217208701,1,2,47.60825891381686,0
NUS Singapore,Thomas Martinez,Digital Marketing,2025-02-16,2029-12-28,daa930227ba113a5a893ea5241d826ebba207c03df5a3088ebb2cd9188136c6c,0.9124544636600235,318,0.7153003427666396,1.0,0.8582663153011794,1,8,12.989507279296383,0
Salesforce,Pierre Kim,DevOps Engineering,2024-09-09,2026-06-03,4ccbe20ed55e63bba81f0131f6a7474b9081791c7347cd8222d6dec9406c90c9,0.7615133533516577,478,0.9047265556012588,0.9291445638323009,0.9896111268272078,1,5,4.518491981135339,0
PMI,Sophie Smith,Data Engineering,2023-12-06,2027-12-31,9ba7b5bec7aaabd7b51cac2e8513cc1bef625271d0c47a0daec3ae85f00db819,0.826436394341245,756,0.8727363362614422,0.9714973229840431,0.8911936825494615,1,2,3.20732417855286,0
edX,Robert Smith,Agile Methodology,2022-11-18,2025-06-19,654cbdf2d2af35460ebc83a73578428417428e28d0f1bbbdbd8edb06de3c0f7a,0.8968950491819575,1139,0.9649326236594225,0.8594005797301051,0.9453473217118269,1,6,75.14736296575738,0
Oracle,Arun Garcia,Data Science Professional,2023-01-23,2025-10-20,3e2cf2f433b2bcf7b62e2d6d4b15ba5bf26dc611f899f809ed25ba0748f0a2d7,0.7012206505805721,1073,,0.8818334245146257,0.8936642320551276,1,7,46.633287411373544,0
Microsoft,Christopher Brown,Digital Marketing,2024-10-07,2026-10-05,eb84a8dc8659cdfcb6b4dad6860e5e9f5f32c275e7c97026b8ab4289e0fd160e,0.9449186256202037,450,0.9529770442671606,1.0,0.8118959584438946,1,7,5.159481618823827,0
Oracle,Pierre Johnson,Software Testing,2020-08-10,2025-02-10,40e48555bcdc00b0080df1f2aed89a390b0b1c5877a99f19d760181f20902736,0.6623040566589158,1969,0.8234449579547651,0.9696492929201433,0.8824310709099554,1,6,21.480519010114186,0
Harvard University,Karen Garcia,Project Management Professional,2024-06-07,2026-12-16,11a1096086a067adf53f6f30dfb6ef825582e2d7f0ec376e4502efca5edb026f,0.7846374423294415,572,0.774021790946836,0.8705336188048244,0.9442217734398487,1,8,3.448902167852935,0
University of Toronto,John Rossi,Network Engineering,2023-10-11,2027-11-06,3c1d2383,0.0403,812,0.0552,0.8461,0.232,0,0,29.75,1
PMI,Barbara Wang,Network Engineering,2022-08-21,2027-05-02,0118aa83082b78a8a68fdf466a807cc29ac420f9e7bd6f7ba47512d1be947973,0.7315046573812738,1228,0.8921555303543435,0.9124007980566308,0.952899413353528,1,8,39.53393768440967,0
Johns Hopkins University,Pierre Jones,Database Administration,2022-04-07,2024-06-02,26bbcf002725aad8941486ccdbd238cb9853599717d71b7e08fb9b4aa97157f1,0.7963401719030438,1364,0.8018702010649273,0.9079399589145097,0.7356702099426675,1,2,39.3751936443505,0
Oracle,Yuki Jones,Full Stack Development,2023-01-03,2027-07-23,dfd090621a028711686a895d2829a7326e7c864d0a88a8ebe7473210ad60ccf4,0.7972599761824138,1093,0.725250675025098,0.9622887688733867,0.755704991260849,1,1,1.3960273451748948,0
edX,Ana Taylor,Cloud Architecture,2021-05-06,2026-02-02,1e108eb84d86f4c72c4dde870bf04201cb0cbfafde810e5b72bf6b4444b65098,0.7382208368672001,1700,0.9233811496540019,0.879710563912009,0.842011205599966,1,4,15.794699224808976,0
NUS Singapore,Mary Davis,Computer Vision,2023-05-30,2027-03-18,9b7995ea3c4c906c5911139d60e67a3ff4ede4df90db838d03308d90d9fe0501,0.7352663937173468,946,0.7726835101351218,0.9109358648748681,0.7268987484083019,1,4,3.8228169564312307,0
FakeUniversity123,Fatima Jackson,Machine Learning Fundamentals,2024-07-28,2029-03-06,eae470824fd6f7aa0abc9c33b65c,0.0048,521,0.0349,0.5615,0.0899,0,0,12.41,1
Oracle,Jessica Kim,Network Engineering,2022-07-02,2024-11-20,55b036cf79a99ba22174e782a96a0b4c13ec424140bfef4e7e9f2ae6c0e69abb,0.0814,1278,0.2836,0.748,0.1642,0,0,167.69,1
Cambridge University,Joseph Chen,Agile Methodology,2021-05-30,2026-05-10,26166287e12b3d940f0ad3e5778b953a758c470ead590addef21301d1a64cd7f,0.4429523942189497,1676,0.7896613860651849,0.9783062129145462,0.9502394496169714,1,7,7.150104242276724,0
InstaDegree Corp,Mary Dubois,Quantum Computing Basics,2024-07-30,2026-10-17,f17b2c92,0.0975,519,0.3428,0.3264,0.35,0,0,1.18,1
ETH Zurich,Jennifer Garcia,Cybersecurity Analyst,2023-09-23,2025-12-04,bdcc9ec42980fe8e0bcec3e337924f6a8ada49ec85e9e124b6e26de6a39e9a3b,0.5944685958872589,830,0.937915628055917,0.8729000806752434,0.9767998182181579,1,8,47.965818548645885,0
Google,Linda Martin,Digital Marketing,2024-04-06,2027-05-22,6cd755a346d09ef34bb21d2be804c6476fa9a9b06a57f7e0f32b42748ae40774,0.8879280756470501,634,0.9207225630297461,1.0,0.7723950465277035,1,7,80.69742750553095,0
CompTIA,John Hassan,Data Science Professional,2021-01-31,2024-06-14,ee40a78e336f5ed5390836cf97074195380245e04960b93bb30fd70eb16de9ee,0.8971917064099166,1795,0.7619181140716786,0.8940699630984589,0.9722936780255724,1,6,61.27961505038789,0
IIT Delhi,Karen Williams,IoT Development,2023-11-24,2025-06-12,083216e47a19b476c854b98d60bc85d9c0969aa0f4894707a696abfcae34a3f3,0.646870856883376,768,0.9757128821703684,0.9110594286042852,0.7812732700720695,1,8,20.482911869823344,0
Coursera,Wei Jackson,Cloud Architecture,2025-08-18,2026-11-30,19d7713c819d423437a11a2849623ec26f548771fee28a8a379138791d507d3b,0.8809318224588767,135,0.7808309195038945,0.8545036130583361,0.7663644718239557,1,5,48.5225469733055,0
Stanford University,Mary Davis,Digital Marketing,2022-01-16,2026-12-31,c9c8638727c8969e8b588542220810a5b7fc6f3d8f867f07019cc5d044d3ce92,0.6578786775428133,1445,0.9131433903546169,0.9315998612951993,0.8611759092033426,1,9,14.849305716132895,0
Microsoft,Ana Santos,Full Stack Development,2023-05-30,2028-03-28,b82413f24cfdf3e4eab5b2ccea66d4965d024a5473c5bfb302bbcfe5a54c4ed1,0.7040844811732573,946,0.6009595181897704,,0.9307939332994438,1,2,6.64180060602479,0
FakeUniversity123,Susan Harris,Data Engineering,2026-11-21,2030-11-03,c2b9c2e0ddcc2a8dbe406dcb56500dc5cb0a2fa8508a21e6e17a0534021d2d63,0.196,-325,0.3448,0.7795,0.2848,1,1,5.69,1
TU Munich,Priya Kim,Database Administration,2025-09-25,2028-01-21,7edfa07709bdc3a01d5cc24481d8b788058ed3732ae32be7a970702971bc98b5,0.8843988470669416,97,0.986440053460418,0.8663321977048949,0.8444880759216072,0,7,0.27859089378367763,0
Stanford University,Michael Davis,IoT Development,2021-03-09,2023-05-14,609cdee5469b06b02a344b70a636d2041fd675d0a26a9b2f7a6e2097b61fd1a5,0.7321445980306303,1758,0.729339392383338,0.888642095501543,0.4591627397933546,1,3,7.530609774110701,0
Adobe,Sarah Kumar,Machine Learning Fundamentals,2021-09-20,2024-08-05,e320a0fff6e56df78c77b38c44bd985917cf71db4d4a7d919fcc409e41374b58,0.9060439277626621,1563,0.7840429164541206,0.7897896307916774,0.7498708898999711,1,6,33.36116077132634,0
QuickCert Ltd,Robert Patel,Robotics Engineering,2020-11-08,2023-02-06,03eb879dc9f468b5d8de2fe9c3d15b03ac9f066a54151f3f696853316b49dad7,0.1405,1879,0.2608,0.4892,0.097,0,0,33.73,1
Columbia University,Jessica Jones,Mobile App Development,2025-03-09,2027-11-30,b0cbb498d942ee0f4106b1eff933553898364a704cf18a259d1f6eeea64b85ef,0.8993576182712072,297,0.5547404195622782,0.9099961626907037,0.9035271814917685,1,6,19.569701814807257,0
MIT,Joseph Miller,Blockchain Development,2022-03-02,2024-08-26,4ce8432c2bc7bec4eebe6189779909f25d9148e20c64a4fe02191a7cbb205818,0.9426758208355902,1400,0.8144559913647069,0.8944652296024097,0.7798609497997678,1,5,45.80386572143766,0
Salesforce,Susan Anderson,Data Science Professional,2020-01-24,2023-01-28,20b9d02b96705f9c48d5ff462900f8b10d737a3bbc0d7601d11dcd9a98ce9533,0.8701659377258113,2168,0.9760860316696319,0.9571362238999624,0.6496080024193822,1,5,41.379417126623245,0
Columbia University,William Santos,Agile Methodology,2020-11-27,2023-04-13,1338e10ae3e8629f13e583d82fea62671c43a0cf3235950daef5bc03de667856,0.6850982627503112,1860,0.9550141500702525,0.9260874689650864,0.937557491986112,1,9,30.48495607466463,0
MIT,Fatima Thompson,Natural Language Processing,2023-06-09,2027-11-09,6c675ef8bb8d31bb5afd48b6ef845598f90256fcb81e36a23e268f748ae89c71,0.8477420235845706,936,0.9312358796467984,0.8801451453609874,0.8521258065483106,1,9,20.78007929963252,0
TU Munich,Patricia Ali,Robotics Engineering,2023-09-10,2024-09-18,f6e1329601593cd2e2233e8a2e94e6f4d59fef362b1e1ece2725289a8735bf29,0.6927484189288614,843,0.81091175316852,0.7972104384191313,,1,9,77.7453563300298,0
TU Munich,Priya Hassan,Agile Methodology,2022-04-19,2025-07-05,3abc932407916553bc4c1d68857868b11330a51861c8f6ef2b2f63df6c160b96,0.9633156104232414,1352,0.6427953807739379,0.9801121790440859,0.8048879755315015,1,5,15.404322780564808,0
University of Oxford,Mohammed Ali,Blockchain Development,2020-10-02,2024-06-24,7171f2bb5af2da73c293f84249d46b9db105038ce496b3065fc0517e676f0c3d,0.5968154203606792,1916,0.9719489853050344,0.9715135036617537,0.8503553944945736,1,6,41.02807974314173,0
IBM,Linda Rodriguez,AI & Deep Learning,2020-08-26,2024-01-08,044eef448f3e1f0442d59bb89e6ee3eedcf276582704843fde7476d4f5df1de9,0.7833387383488551,1953,0.9070648465644823,0.9149591523766407,0.9011347644026886,1,8,16.24625093759881,0
University of Oxford,Sarah Brown,UI/UX Design,2020-01-18,2023-11-02,5b8daf02b0dfc5f16c6e5947dd955cb2f7f603a3be43cbbb2c8871171be3a66a,0.7794775844491841,2174,0.7409123479657376,0.9412942741569174,0.9092189091609357,1,7,66.28414064557555,0
IIT Delhi,Fatima Harris,Big Data Analytics,2022-05-11,2023-10-07,896bdf0804e0ed87552eae23d2cacca74e9ebe2449505b1c460c1cbb1b7c43b3,0.9000136866215288,1330,0.8360407505316683,0.9529750601124394,0.755943822121201,1,6,45.11005254837772,0
ETH Zurich,David Thomas,Natural Language Processing,2025-08-21,2030-04-25,08189b1d67228d8d03c2ed9a61f179e2d0be191f8da08a07b39b64fe0b354e37,0.8048870355710724,132,0.9561553224198215,0.8848217525584222,0.8430273498200507,1,7,43.87545870235654,0
MIT,John Santos,Quantum Computing Basics,2021-11-01,2024-08-27,afecb413d5dae8a597c3dba6bdf5937c053f20f648bb99eb996cce769d3fe078,0.9242549903841848,1521,,0.8570411897573984,0.7450179888697774,1,5,35.21753823348695,0
NUS Singapore,Arun Kim,Project Management Professional,2021-09-25,2025-05-29,e0dbdb6f141be7f58f0edc036600c36d7834c630173897feadd4592784d8e5ec,0.8464842991976754,1558,0.7364375943803126,0.8993943953265159,0.7645576602464986,1,7,12.83802887713929,0
AWS,Joseph Davis,Robotics Engineering,2020-03-14,2021-11-25,7cae47bfdfc0f59744ff5e9f09d76e63794ec0812b4dfc33e721a5be68dde6f1,0.9257112307665784,2118,0.9302665691098448,0.9532026085053301,0.9298204974621702,1,3,17.413518410989322,0
Adobe,Arun Taylor,Big Data Analytics,2021-12-06,2025-04-01,cbc5c8cab6fe6294c6510d7b6bf390d352a58475427cb4e6b7b4183ef9022fcf,0.8367231797811503,1486,0.9449640799958361,0.8292665895674994,0.8496534500504478,1,8,24.028024197024752,0
Stanford University,Priya Davis,Computer Vision,2022-02-23,2025-08-21,c66ec4f79b1e0f4b03ad8b36a7c75260a0284e3031843a7f9be3dab7e84786dd,0.5999689448429686,1407,0.8963116629451615,0.877068551559284,0.8403510382858035,1,3,1.0609075088718625,0
Udemy,Mohammed Martin,Database Administration,2021-01-10,2023-08-27,088606ae26d487b60efb8dad03209e99194a45b64ba648e8c5fd90eb6c38ab02,0.8258348873873589,1816,0.7364989189188456,0.8793740491053093,0.8819472313999849,0,7,6.137489533770477,0
IBM,Jessica Smith,Robotics Engineering,2020-08-15,2024-05-17,ef5a218075befc2a5d7ff0fc147bdd2bbf6cb695fd1012ee543f205569a1b404,0.794569747654275,1964,0.9777257301708737,0.8968212776616696,0.8152693493458011,1,8,50.61516830908136,0
Microsoft,Fatima Anderson,IoT Development,2024-06-11,2026-10-17,153880070ad06f2a2daeac0927fdb6fdbbbd3eb3ded76e6688d17ecd256b1864,0.8521809115371879,568,0.8821349537848774,0.9906154755135691,0.5886909767061931,1,11,7.8339785900356835,0
Cisco,John Tanaka,Blockchain Development,2022-03-20,2024-12-08,15c2ae39e92967e29144117649706fba236461c091befce9d78e61b84bd09da1,0.806803839369259,1382,0.7311356082287589,1.0,0.9309035561817608,1,7,17.88266206432587,0
NUS Singapore,Fatima Martinez,Digital Marketing,2024-10-30,2028-10-06,6fc677cd163bc3cd2868381c744804de00926aa1ad55256abb64d2792072160a,0.8721522976903816,427,0.8612080966382156,1.0,0.7750113376612027,1,6,39.78062289091721,0
Salesforce,Arun Kim,Digital Marketing,2021-03-09,2022-11-29,3fccf4374dbff3ea6f5b9f8b3837c845eb7b2a59aea7bb97c9a54155537f383a,0.8670725875304678,1758,0.6037765520022261,0.8913867227631151,0.9231511775035282,1,4,11.583917789876764,0
Stanford University,Michael Rodriguez,Machine Learning Fundamentals,2020-06-25,2022-08-10,81df783c8c4e479ea3391e8a35d9d258c9dc3ea71579d52cf69dd41af12f70d3,0.7782292013883575,2015,0.9085964247338012,0.9374571392577495,0.8610419888777535,1,6,99.17038059065924,0
Salesforce,Christopher Kumar,Network Engineering,2024-01-21,2025-12-30,3fb311a1264ca6d8b78c8d37a48c474244c5a5cd7d46e400e88af97e9966f5bd,0.7428888930316843,710,0.9379931593319749,0.8596439821041979,,1,6,15.610263678654556,0
Johns Hopkins University,Michael Anderson,Robotics Engineering,2020-04-07,2024-10-29,23fcbb2cf178583fe84d76eca4c50694dd11c6c128e3af1392e4c7cbf650c08e,0.7923602601227437,2094,0.6760552981493176,0.8921736238516913,0.8266854659827486,1,9,1.0983199514574278,0
Cambridge University,Linda Davis,Data Science Professional,2021-03-07,2025-09-19,efbd044677a0c465bfcfb0fa8f4a57adb15ee267b5bfa02614a1a190ccbf105c,0.5441934561691159,1760,,0.989142603507291,0.8088535853701387,1,6,1.1567468246712826,0
IBM,Yuki Davis,Database Administration,2023-01-22,2026-02-22,9ae02cb0a7b7649a85829ea571d1fd35df22bf83382caf9194d8c4af8d8373d7,0.0559,1074,0.3404,0.5461,0.551,0,2,96.4,1
Harvard University,Christopher Hassan,Machine Learning Fundamentals,2024-03-23,2028-02-04,d84360768133937eaca6cf45cbbf9b30b9bc77dd473e60a3865ad7cedd3358f1,0.7215603568860272,648,0.9959373575942045,0.8593512507439097,0.9464802068994158,1,3,9.333645228204093,0
IBM,David Williams,UI/UX Design,2025-07-25,2027-12-09,02324fc8d9902778ba716642d32caa0b615a5b51996256c7bd3084dbcdcd1296,0.8932011289245896,159,0.9243331222782577,0.8688438002562132,0.9047883202245742,1,8,23.40160614196728,0
CertForge Academy,John Kumar,Cloud Architecture,2023-02-05,2027-09-22,45bd55f3625d2698ab55cacece881c833623c2d78d82f37d6a737bcf08234918,0.0893,1060,0.316,0.3801,0.1925,0,0,126.81,1
MIT,John Tanaka,Cybersecurity Analyst,2020-06-07,2024-12-21,42052dc030fef4d94529d1c3a9b00f023a5947c15869b94cb9efdc6c5823d6cf,0.9293058526912943,2033,0.9040392011137653,0.9183525453824221,0.6738502433390254,1,5,36.90861978037767,0
MIT,Mary White,Natural Language Processing,2022-03-14,2023-08-28,a73df8bda749beb13875dc997bf9f1e7032fe652d8fe9de5d607e3e8968db098,0.7267213169638015,1388,0.9888743495822826,0.8967163117937976,0.926136827296392,1,4,25.644240002349285,0
edX,David Brown,DevOps Engineering,2021-11-24,2023-07-06,ef838f163de5a1f57383b3131084275d77e6a0ed7581591f42ee23f7772d7340,0.9477548479601366,1498,0.6505606613729017,0.8436914892743058,0.782478941347232,1,5,27.469599731487953,0
Microsoft,James Garcia,Database Administration,2022-04-13,2026-02-25,47188634f2634aef6d86f090a879531d0d7498d0a37f9b5e85afc912a2ec0eb4,0.8819833556563821,1358,0.6060664519071417,0.9346598276793505,0.9785933112888215,1,5,36.18221173450416,0
Harvard University,Michael Martin,Big Data Analytics,2022-11-30,2024-09-17,10cf9c7a48437173b6b9d7da0bfaf0f19186861063aa99eb88e86b294751b889,0.7742928907709467,1127,0.9972853598293592,0.966903409390724,0.8499699664219854,1,5,0.9223402867618139,0
Columbia University,Karen Thomas,Big Data Analytics,2023-03-25,2027-07-02,6889a94f2d9af7f4df8086a7af8fe2fb7ac7204e3168b6099396f2c77350cfc2,0.8912924701217355,1012,0.9318993727672078,0.9102201823675468,0.9638346315952989,1,10,21.93552265916719,0
Coursera,Richard Anderson,DevOps Engineering,2022-12-30,2026-04-16,fe200d010c0fcf32e71d99df059cae4dd582e9541476d7bff262a86d0d389c91,0.7607239339841443,1097,0.5806198894594254,0.8315978203959362,0.7174100943020871,1,7,4.589874191681761,0
Cisco,Ana Brown,AI & Deep Learning,2022-04-25,2026-02-16,2d57ece42ec477e7f657882e74cb19c8a73355462ffd68d58734409f1bbfeefa,0.9837724036233041,1346,0.6390817381705558,0.9112423154012431,0.9585255855293453,1,6,4.785260028210208,0
AWS,Richard Miller,Data Engineering,2024-01-27,2028-07-31,8e2fa8618843011f999821a864ac34c2c5ba19ce6ff714d95f097cf765709aa1,0.8962346623635933,704,0.7008555331602708,0.9101520168564359,0.9217198815444935,1,5,9.335366764864139,0
PMI,Fatima Smith,Data Science Professional,2021-07-19,2025-08-27,cc69cde6cab46536cd9349b65a8871048c56f4b0098e0a2d2878033d76893e7c,0.736009109208642,1626,0.5720405144119655,0.9692374175441786,0.9564863722800514,1,4,25.752399757703852,0
Stanford University,John Smith,Blockchain Development,2025-05-28,2029-11-06,2d91ffd4a08dd1d51688550f85de303ca5fe3a8aad1aadc3c55420c58b6188cd,0.6910995432770733,217,,0.848004732051334,0.985134251905295,1,9,10.91864198657072,0
IBM,Robert Jones,Blockchain Development,2024-02-16,2027-02-01,2a6feabb4aa6eae518f78cfdb1c16b7bc25f62a60667d043c5aba911b3877668,0.9438279799834087,684,0.8467022568397194,0.907870310555261,0.8487923667904435,1,5,51.15930775292335,0
Udemy,Mary Kumar,Big Data Analytics,2021-10-14,2024-05-18,385e4dea35631828493fc3b5a7f7956c066cde8430fb8ac3f2e6b6ca9da1c03c,0.7791012722466297,1539,0.8882132274483766,0.9967078273578902,0.9289046453250672,1,3,9.598931722985764,0
MIT,Barbara White,Full Stack Development,2021-08-14,2025-06-25,6749da91ef7c614005d5cea814b15e8bac59747e3f699dfa3ed51e426c8678d2,0.967227595468658,1600,0.8412499367900799,0.9356557252793624,0.8615779799255886,1,6,23.071651453130887,0
Google,Sophie Kumar,Network Engineering,2025-01-18,2026-12-22,cc8b3ecb2d352081fbe6ccc2ca978496187872594cf838a1eef98494eb8d52c3,0.7459222844700414,347,0.8198327096009161,0.9092652726306582,0.9698775430108548,1,4,23.172573367079114,0
Coursera,Patricia Martin,Agile Methodology,2020-07-29,2025-02-09,691dda8399549df42a0cd0435496f3ff358fbc3fb7c575b86dddf9e1355e2012,0.7813943281085833,1981,0.9406017231043293,0.9029899928732116,0.8051204089137617,0,10,10.178721881560776,0
Oracle,Jennifer Hassan,Full Stack Development,2024-02-26,2026-09-26,833012f07b513d44ef8ff7222bc7d0d268bd26fbdaab8fa9d1f0e4ed2ad9ef1e,0.7608642421658807,674,0.9507602696118875,1.0,0.7244156073135255,1,4,5.0376684956086315,0
Cisco,Jessica Smith,Blockchain Development,2024-04-06,2026-03-02,88ec9d2f,0.0496,634,0.4152,0.6573,0.2291,0,0,9.56,1
edX,Susan Rossi,Full Stack Development,2025-12-26,2028-09-29,1a23ef78fdbc8c5da0d626efaed23aa40c7d64e0d89a2edfcfdd91bedf002501,0.7924808788562431,5,0.7904438014620332,1.0,0.9285591696075307,1,4,28.44525021841868,0
Yale University,Linda White,Blockchain Development,2021-08-10,2025-04-22,12b83c69bc1e8800ab7413689d0b908011dbea5d73480c823e8ccccabedd1b06,0.780288255235522,1604,0.5162533928421088,0.9702571286639009,0.6695075632158999,1,8,23.59006885032849,0
edX,Patricia Smith,Cybersecurity Analyst,2025-09-26,2029-11-22,0a5a04f34b71800cd2c1de4e98284895b6999dda96628d7b77c6780e6cf9f905,0.7852569120937466,96,,0.8503145103715558,0.9707080275322626,1,2,5.5701316885008865,0
Cisco,Jessica Brown,Cloud Architecture,2021-06-18,2022-08-24,59ec75468f681643e861bc002b6bac60c6e8f5d51e807c81c7a8f42e410fa05a,0.8811178775588066,1657,0.7438254785950804,0.8932596880945356,0.8474052993067085,1,5,12.576097712403541,0
ETH Zurich,Susan Ali,Cybersecurity Analyst,2020-09-15,2024-07-30,3b93310ab4a65ca25badc447b146631de99d9e7c1dbf801024efbde2be0a5c1a,0.8762695662136155,1933,0.9800190210730537,0.8687868874727956,0.9295520819112298,1,6,56.061948052182196,0
IIT Delhi,Mary Rodriguez,UI/UX Design,2025-04-23,2028-02-19,9f8958df5a54f8fa35a8acc4e0a51bc9f667075d4cde6218eb405601978e1169,0.71725689258592,252,0.7306604005182312,,0.9829567131494631,1,5,27.427081303293555,0
Cambridge University,James Mueller,Quantum Computing Basics,2025-12-29,2027-08-16,9c5837eabd8343e9ad634672f38dd0238a81b32c2d772e1d5cd980546ad4ca08,0.8970197977773069,2,0.9339501347743914,0.9059293461037775,0.9153041180385305,1,8,17.033013689487806,0
Stanford University,Susan Tanaka,Software Testing,2023-08-10,2027-09-07,551d7b400e54d5a70efaf552f49c33ac1eb02c4efdaad9627be55aa3cd43771b,0.9832987789492872,874,0.7537674806188405,0.9956306433334593,0.9107386595432534,1,3,22.293450343045457,0
TU Munich,Richard White,Network Engineering,2025-09-25,2028-05-02,0a3d53c29b4a7ed895dbf231afe47dbec3ca4635eb38b765e795a3c7759304da,0.9371007576733767,97,0.9008369807575006,0.8822162978345337,0.9402166213691676,1,9,47.105392153242136,0
IBM,Ana Ali,Software Testing,2025-05-17,2027-05-07,d836a2115edf988448fef7ebe5489be65830f0fb21f2481d2cd78f8e86ca8c5c,0.8312759429840968,228,0.8313323604245375,0.8958084363349184,0.8551806897453207,1,3,33.89900470048383,0
Udemy,Elizabeth Mueller,UI/UX Design,2022-12-19,2027-07-16,152bd717d5f0f28710dcc7d2cb49d018366de21aa40ac17b2e40c5de89eb8865,0.8664111816397557,1108,0.9347008272281884,0.9709042183727421,0.8727562688925793,1,3,21.944304039757963,0
University of Oxford,James Brown,IoT Development,2021-11-26,2025-05-23,f20db764fdeb0dc849a6c815b42e7c1e1eb69848a8b12548352ee60dfa0924fb,0.9134592179815417,1496,0.8238721422714955,0.9546795848240875,0.8586708690301769,1,4,21.127703542109327,0
Cisco,Fatima Hassan,Computer Vision,2025-10-25,2029-06-16,810ffe1a15966cddfb9cb040607db1ca96052581576718087a31ad79ed780fb5,0.8057865009817958,67,0.7977035157938033,0.9124970962368815,0.8823053940184802,1,3,55.31095157872067,0
TU Munich,Robert Anderson,Robotics Engineering,2025-07-28,2027-03-15,324a08db46c2fc19127e308b1d57b41ae8de1f7858848ec153da5d912f161ac2,0.8014082024205678,156,,0.932054615945647,0.7561617862052094,0,4,33.49416363175841,0
TU Munich,William Ali,Full Stack Development,2020-09-21,2024-11-10,88206a767b78345825a9ceddd0e0849f33b38066b07d212aed9540c7a4a45c12,0.8072574149304549,1927,0.9777527384388057,0.9361382133316746,0.9298404263808623,1,9,61.081583619244796,0
NUS Singapore,Priya Thompson,IoT Development,2023-01-02,2025-01-06,0b18abeb68a7f4fea416c63e53dfbfae0fa8e63e732a1095f93401aefde86922,0.8220302252671025,1094,0.6336646218360709,0.8954161826347703,0.7037117283729394,1,8,11.090457677066633,0
Microsoft,William Hassan,Network Engineering,2024-10-16,2026-09-23,ecfc332b614a610c09894f8ee24325e8d8fb249aeb4a95e299c27b921d5b5dae,0.8673635614563451,441,0.982523308668577,0.9282536318716385,0.9644291335706402,1,5,27.62874522827005,0
ETH Zurich,Linda Jones,Natural Language Processing,2020-09-10,2022-07-29,458d44af5d739b4f2053af38a1988558da02b2f19d5be32fcab89a6bc90cbd56,0.7427239458324403,1938,0.8537154643752345,0.8898431954364904,0.9514229618483642,1,3,21.003562558763225,0
InstaDegree Corp,Joseph Garcia,Cloud Architecture,2022-12-20,2025-12-17,74dba9c57cdd8a11ec3014ec2bc330d7d2886fe3e97076bd0c855c17e345ec7f,0.1426,1107,0.1529,0.6413,0.1837,0,2,5.95,1
TU Munich,Ana Brown,Data Engineering,2023-04-11,2027-07-02,faa45738b3f600b7bc637f4e9353c04736419da91bd58f596398064b4982357b,0.6835040833565822,995,0.9082537162077915,0.9726304015484047,0.8812219745202654,1,8,27.740733013668333,0
PMI,Wei Ali,Cloud Architecture,2021-04-17,2022-04-23,e8b03e4a799c0c6dc08dc7cbc81b2fb077065fdd79a56506536422f0ed2e9340,0.769299437772797,1719,0.7568939729847277,0.9993761039210177,0.8512498100821622,1,7,25.43014208717586,0
Google,Sarah Garcia,Big Data Analytics,2025-07-31,2027-04-30,d887d91485b1001f29db17fc43016e80d6052871e8e165e6b653eb2138c51b3e,0.7762303759279255,153,0.5557022507008004,0.8253852621304725,0.8205106047307927,1,4,42.858076842004586,0
Oracle,Robert Ali,Cybersecurity Analyst,2020-11-17,2023-04-30,c129e2e16e166f30005a0e53b2879062603f4e351f43e17945ab57b712ff73b3,0.8545159574020724,1870,0.9302779284328468,0.9855582509869852,0.9414455583301167,1,3,54.19628960449983,0
Udemy,William Mueller,Quantum Computing Basics,2021-10-25,2023-07-04,5d124d4346216d6c1e3da083ad3f032f88a5800e0ae1f51c2275d2b96e727f4b,0.6732181229286996,1528,0.7728370965018446,0.9421341676685212,0.9689011713199737,0,8,34.147372192501834,0
MIT,William Jones,DevOps Engineering,2025-05-07,2027-12-22,93ce6972d7529531e0f106f4b3292d41724cd5718d70ec040468e783076722f5,0.9356715686260657,238,0.7995017774760844,0.9197048878839725,0.7593404426974995,1,3,53.10329379678814,0
Stanford University,Christopher Davis,Business Analytics,2024-06-15,2027-04-15,bf93f4ab7b24a04622ce876d56858ceb9344ecabc57329c7e6d24d98e45d48d4,0.9427798073925163,564,0.601008363222717,0.8933608626013104,0.644688629896869,1,10,25.34910108111947,0
CertForge Academy,James Thompson,Cloud Architecture,2023-02-01,2027-09-21,675597bcc2a9a46ff7a549445f4fd7ba28e6f4d59ed39b9f24fa91f0e2da872d,0.2092,1064,0.134,0.5494,0.0345,0,0,87.05,1
Google,John Rodriguez,AI & Deep Learning,2020-08-25,2023-01-23,3c400c10d202d7274a8cf38e4227e6c63be7f21f92241f19038d0389f97ad188,0.5179884557007757,1954,0.9202718446093677,0.8650993424009548,0.8541092426458649,1,5,19.570805885056863,0
University of Oxford,Christopher Tanaka,Natural Language Processing,2024-09-05,2028-12-14,7d2002918a99f052cad89d97f1b24a02fae7d9e6baa3889f68fd4717e8213792,0.5609128225221057,482,0.5289513201693411,0.9381352321397596,0.7061785723681941,1,6,17.975649121102904,0
Coursera,Linda Miller,Natural Language Processing,2024-07-20,2028-11-17,e5148a3fc99267ea82bb343bb4241635a26421aa14ecd734e3c0b36239c56e19,0.7664915407867707,529,0.9215610290005102,0.98058294252344,0.8887306185847398,1,13,27.619646947389278,0
CertForge Academy,Yuki Ali,Database Administration,2024-07-09,2027-11-22,3803b568c7e43dbb3,0.35,540,0.2867,0.6143,0.2431,0,0,33.19,1
Harvard University,Barbara Davis,Blockchain Development,2023-12-20,2026-10-06,0e7705cc862004c0dd28d151a7927ad4cd0a29d9c73a844d82b062aa8f49b0e4,0.8195283188729479,742,,0.9780891551482533,0.9892855648017248,1,4,19.53085753870396,0
Johns Hopkins University,Patricia Smith,Database Administration,2021-01-11,2024-04-29,1b2ac982b8d1d7712e65fb9bea2c8fb5511be11864ac55bc54d4a4ca5fc7f2c2,0.886098301918739,1815,0.8892424908138592,0.9479526223461971,0.8155333935206605,1,9,8.979200209787168,0
AWS,Sarah Taylor,Data Engineering,2025-08-01,2030-01-01,e17282628bfc80f4286a1999b67e83afec1fe135cbb9e61ec29116709fca981e,0.47040305005729294,152,0.9233163537480868,0.9694145810886778,0.8509951635507661,1,8,45.68160404644387,0
PMI,James Patel,Machine Learning Fundamentals,2021-08-06,2022-12-28,6e41839713f5c14fe01ae714ce47bb1eba5ac5e2a5785ab1d661bd9ab46819c3,0.7788851902210938,1608,0.8737769943731379,0.8382473605221115,0.9618046150774583,1,3,88.2301371368695,0
Coursera,Christopher Wang,Network Engineering,2021-07-01,2023-05-08,58ec44b1ccc040af70ca7ee3e7f8ed4eb3f71ed7186cf0fd16ff93b52f0dd6eb,0.9152119407569815,1644,0.873289900863735,0.8818936920477243,0.8744750784001197,1,7,18.71217340469205,0
Google,Priya Garcia,Database Administration,2022-05-25,2024-02-05,402ee283ded55d9d9323a6092801d8029ed8145d2a9f31f4a24a5d6075095e05,0.9036165686087374,1316,0.7131927841441756,0.9081861209437817,0.8446428647722827,1,8,37.54261293260329,0
Salesforce,Susan Thomas,Blockchain Development,2021-09-20,2025-12-22,9d808f2a41577f8234652230fc93b7805dd90c68afb5af9e3e6a3feda6889496,0.8084829497546817,1563,0.7643069011174171,0.8727551125523667,0.7660306177187489,0,7,15.946556784313428,0
Udemy,Linda Mueller,Natural Language Processing,2023-12-02,2026-05-03,bcb21eefe861969b49806306c882617ec27e89ca3f9bd6512c053f318dd05937,0.9236672622402975,760,0.5797675129633978,0.9204506181044,0.9433129405654687,1,6,85.73506111259738,0
AWS,David Garcia,Business Analytics,2025-08-31,2029-12-01,551b070fee9ef844007063d4275a12f40b9ae1bc609255bb9dad4f3d8f6fa38c,0.9658652485116623,122,0.8536977601575706,0.9447468150702687,0.9383970954469374,1,5,76.92103168037902,0
Google,Susan Chen,Computer Vision,2025-09-17,2027-08-30,a38e3628868467e4d8159e4977f22a56ad0acaf19ea6bbb89218e7765b018a2b,0.5964046714837454,105,0.9518465558956178,0.93114016052852,0.708294309883845,1,6,2.264861596186743,0
Adobe,Barbara Hassan,Cloud Architecture,2024-01-30,2028-09-23,1f13a0f285b7c15450daa32536011aa5036f562379d775f0881d77b2cd3c2e7f,0.5623231476668888,701,0.8810940682344914,0.8329621455507852,0.8705307734672276,1,1,82.11574961692361,0
AWS,Patricia Davis,Machine Learning Fundamentals,2021-08-25,2022-11-18,3cee7f84ed3422e47c504af587b782caa3edfe3157b25b357dc043e4bfa478c0,0.8844021984004087,1589,0.9280435744491878,0.9985326974797547,0.8483821046934436,1,3,22.80267016007039,0
University of Oxford,Elizabeth Thompson,UI/UX Design,2021-04-19,2022-04-30,49777fdfb9871d615902e336f28d3df5cee4169fd2c260abbb6f83a5765048b6,0.8290969984317007,1717,0.8398667641308022,0.9265080178104739,0.9807351816995901,1,8,77.1598576174013,0
CompTIA,Priya White,Network Engineering,2025-12-10,2028-06-13,61e27f31be3085f8a667dcb01b4f40ef3b71335928aefc7ffd06a585faff54cb,0.7370863882194043,21,0.8110490169089104,0.9136599214168389,0.7696976965462203,1,5,5.763589594710099,0
TU Munich,James Jackson,Network Engineering,2024-11-06,2027-02-27,78da42faa06bdd138fdc9b7b3d0e3536505b0965cfea31f37ae73063cc25e431,0.8925631115523233,420,0.7400868591909773,0.852898205649341,0.9742023583789625,1,10,22.525203871139382,0
Google,Jessica Ali,DevOps Engineering,2024-04-16,2026-02-07,ac24c98170d2c520c32f49dac1c55a40170b9300d3f64776b048c65e733e0415,0.9160463563636786,624,0.7056317695837493,0.8815620220452646,0.8029306836859945,1,10,35.40874980484884,0
CompTIA,Robert Johnson,Data Engineering,2025-09-08,2029-09-12,9016bba47f6948222e02eebdfc1e0cbe01ee7d95a92419bbe25e2892d577bc6c,0.805101252177815,114,0.8099138235744993,0.8959559291690411,0.8073496516449002,1,6,72.26520144979011,0
Salesforce,Fatima Ali,Data Science Professional,2021-01-02,2024-04-01,7d67deaadc33c9628e0f773de9f561fc1a6195753539d1bf16397f08420df9a3,0.7553546134710784,1824,0.753677744291417,0.9387555148027609,0.8209069525605893,1,6,14.92289550249036,0
NUS Singapore,Mary Jones,Cybersecurity Analyst,2020-01-04,2023-06-26,58ad9340f57ca8dabe46f2743ff802476c7d4e40ea0555cc3d2b1413f6bce499,0.6340886913135092,2188,0.7819230263126173,0.9124226840357096,0.944977914103908,1,8,17.307450420881587,0
PMI,Wei Harris,Network Engineering,2023-04-27,2025-09-16,dc5a8d8e9621f07b320cf293f6b6fdbb2a125c9632fc96769a5e36fecd9a1c38,0.7155631820554648,979,0.6686503837664375,0.952322487597258,0.9850045967180395,1,4,98.27969806604139,0
NUS Singapore,Mary Brown,Network Engineering,2021-02-05,2024-05-04,c051ff231793cc8bd421d01b776f35a19ec79ce9ce5e9d7abece14b1abb5e76f,0.9147667149128734,1790,0.877836850893588,0.948873794150377,0.6595192976448254,1,11,62.82476747474888,0
Google,Jennifer Dubois,Blockchain Development,2021-12-02,2025-03-16,b5e7e2514fa718235abe5e12c713e7889b538f187c710235ef92b8073cbbba56,0.929895472887518,1490,0.8381112842206963,0.8637713735182687,0.9477432929121429,1,7,53.87923473369134,0
Johns Hopkins University,Susan Taylor,Natural Language Processing,2020-10-27,2022-08-10,406e623c8b31d1e827d6a07578b5f83359e0b5c30770846a36b095863eb05829,0.6133040577104291,1891,0.9138783772040471,0.852634252922582,0.7966379358012866,1,7,49.116869956894455,0
IIT Delhi,David Dubois,Machine Learning Fundamentals,2025-10-09,2029-05-17,875716209a8b8bb429879cbb0b2dbc273c5768d7cee47fa94209fcdf75ef15da,0.9332444961230761,83,0.7360795154316495,0.9791864348126494,0.7080386792978559,1,9,33.280471031300856,0
Microsoft,James Anderson,Digital Marketing,2023-02-04,2026-10-08,af44aa17d693a1888c9bf01942e9f0804c58b91e1932a48114b1feaa2d8b98f2,0.8876510720739162,1061,0.9803590321020254,0.9018813560135294,0.9943282035453489,1,9,12.635451227770641,0
Microsoft,Fatima Hassan,DevOps Engineering,2022-02-02,2024-06-26,43a187b3ab232bbbf9e1e0ba8ba446a600a67f23edc5d169921acef5e93743cf,0.8608803437644136,1428,0.7906403181208878,0.9392354518242017,0.8439672414097908,1,6,6.1596653518193785,0
IIT Delhi,Mohammed Dubois,Database Administration,2022-01-13,2024-03-20,7f0793cc27e3826ce8a625010fac15669aa6ab49c4e975c7ca83604e6bad8ff0,0.8881530632500323,1448,0.9666883617375708,0.9676001188155189,0.9481147032420297,1,5,0.2751737599188285,0
Harvard University,Mohammed Martin,Data Engineering,2020-02-22,2023-03-27,04d0af88945ea76ce2b1c5358c820116eb6dc3e83a6e4b7b3385826f759a006c,0.3488,2139,0.265,0.4976,0.1657,1,3,100.64,1
InstaDegree Corp,Richard Thompson,UI/UX Design,2024-11-10,2025-02-13,ef8dfa6dde4b9d583c3f42f1e36e2e04745abc1f5708215e2eb465aa476fa243,0.0212,416,0.2493,0.605,0.3916,0,1,168.43,1
University of Oxford,David Garcia,DevOps Engineering,2025-08-10,2029-11-13,22fd2660056ef5bda7c04f43700ba7b082704384f4c2bf19bb67851ba1360e9a,0.8769848107275805,143,0.8779741390277671,0.8845244499777664,0.9903487106132076,1,3,32.306274670371465,0
AWS,Carlos White,AI & Deep Learning,2023-10-21,2025-12-01,29628298c58fbc4d8d1abf74ff4fe99e67a935ce489c287021ea90756239b8ed,0.6349040593617655,802,0.8305561679665308,0.9183508228339656,0.953724233162714,1,6,53.98142653153024,0
University of Oxford,Linda Mueller,DevOps Engineering,2021-08-07,2025-06-01,7c400035b0d781801081c14576fd98c968f7fc03f897634e10ace96969dfd7ac,0.7086832142739782,1607,0.920139829166328,0.8507747620753143,0.9589848729493939,1,9,7.6762612178936775,0
Udemy,Pierre Brown,Quantum Computing Basics,2025-02-28,2027-11-22,f6f21fd4908cb7c79896911f201c0062091cfd594da7a503803c8ab92affdfcb,0.6864115182003662,306,0.5643535435253132,0.9187191407007289,0.9100325732161165,1,8,30.038900097842824,0
Udemy,Robert Brown,UI/UX Design,2023-04-15,2027-07-09,76bffde01155d2b35d8e1dc247bf0217a59c95212f5f9369a4bc056553c68943,0.7423754914084274,991,0.9731883980851893,1.0,0.7255088201308797,1,6,42.88225473242665,0
FakeUniversity123,John Tanaka,AI & Deep Learning,2021-01-18,2024-07-03,1abf4e311e74692b7af407fdad9b098adbcd30ff18c8e47e28129ff2d180e118,0.1915,1808,0.6322,0.7123,0.3736,0,0,235.86,1
Google,Jessica Patel,Full Stack Development,2025-06-25,2028-06-08,d6a619be55c097faf37ccb9657d81ae8d1445c3b75417ba661a2bbcc1d2105fc,0.8472572085783467,189,0.9126192123454195,0.8572928470192591,0.797712997163358,1,3,8.984176849378219,0
Columbia University,Mary Hassan,UI/UX Design,2022-06-15,2023-10-22,0efe7987e9d22ae8d6640457ef7d4cb6c68948aed568c284f36b96f715df4b4a,0.9373457950015048,1295,0.8120811948854976,0.9669839941000002,0.8206227405423497,1,10,24.348482119365798,0
Google,Susan Chen,Cybersecurity Analyst,2024-05-31,2029-03-11,6bdb620decca2738d57bc221cc8c39f986b5c25b71be638d0c890245e384f963,0.5712173301168364,579,0.6766721915314504,0.9458109547828584,0.825319258697267,1,3,19.24240002582828,0
Salesforce,Richard Chen,IoT Development,2025-02-13,2029-07-14,d3294f156d94243377c8aa610960cf2e3e667d59ee00a279b897f94071a81902,0.6800549412972787,321,0.890570304725166,0.8922064210711539,0.6592085231017845,1,6,68.62601889794625,0
ETH Zurich,Patricia Martin,Blockchain Development,2025-06-23,2027-03-15,5ba4db00325baa23ad3218f130a9a0c45e852ffbd4fa192548aa941d06ee619e,0.8190936231523718,191,0.675860479796455,0.9058742766568026,0.9496715970838371,0,4,44.93113093757059,0
IIT Delhi,Mary Patel,Blockchain Development,2023-01-10,2026-02-09,d740a11571ac9bb990c5e306229e3450c7d40e04a03ae02c07c4f05a281765a4,0.8217885444037063,1086,0.8308233644895404,0.8333315975923171,0.9499159100034782,1,3,0.2839661255175721,0
Adobe,David Martin,IoT Development,2020-08-06,2022-02-18,e90e60449ae12911e9627bbe0c2d30eb1d67d41aa9f2c2e7cacd20d931122f9f,0.9359676905909301,1973,0.8628847053793096,0.9202135790350324,0.8823736733880785,1,3,96.5759593786232,0
ETH Zurich,Susan Hassan,Business Analytics,2020-02-05,2022-11-24,75594a6042e435eb882badea8260d351660f3eb3010557737c8646f7ba9afcca,0.8838120601905369,2156,0.7372201106622773,0.9236450234813998,0.7912960002971196,1,6,25.99249523340196,0
Columbia University,John Martinez,Agile Methodology,2020-05-05,2022-03-02,b97405881d684608f27b9498fef83719180c3df9f75e84ff774fa363c75897bc,0.8437962942548051,2066,0.9383206763322819,0.9088278937795276,0.8713968855431619,1,8,13.91426828909337,0
IBM,Linda Santos,IoT Development,2022-07-10,2024-04-19,c770c0ce843d9bdaa72254d83faa9c18d52d107038e90d5a2f66eeff1f5f717c,0.9431945055326592,1270,0.8386874203492733,0.906004471341476,0.9793715914789126,1,8,45.348029620262736,0
IIT Delhi,Yuki Santos,Agile Methodology,2023-11-01,2026-02-04,33b4c7c59dd14fe46ee0376f5cd0a709891853bb8c45e2ed2fcadfadda1e162c,0.7551355068313612,791,0.8927912388087446,0.9042853398873657,0.9479991447673327,1,4,24.1427619852579,0
MIT,Susan Garcia,Digital Marketing,2024-03-27,2027-03-03,9127768bf477487002a7292ca5b92ed2ee0832270b3410841fdcc0f57c565cc4,0.8447780445320993,644,0.9170038474759962,0.9422689688838987,0.7948065217795129,1,4,18.4570809323237,0
Udemy,Wei Santos,Robotics Engineering,2023-11-28,2026-03-24,7c07de748080e79f922a6a9291b7cea3086527f2d3de4331169f49ccaba6b1f6,0.8442861724385513,764,0.9508522425173194,0.9037898124807515,0.9710951026993526,1,4,5.656385458117183,0
TU Munich,Sarah Dubois,Digital Marketing,2025-09-20,2026-05-25,2f90d470d3e6b7b6a95dd7b330d042418f7ac5f4bbf2e4c74b1e8046c770f417,0.3103,102,0.3233,0.8275,0.1659,0,0,3.9,1
University of Toronto,Arun Davis,Cybersecurity Analyst,2024-03-29,2026-10-28,e0cc99435adcc8d32ea9592d3f092e01c33cb646d910b6e2ce46fbdb97a1432c,0.6202850914653173,642,0.8651647218458128,0.9410360055617136,0.6718424409845652,1,5,10.947669908350367,0
Stanford University,Robert Hassan,Digital Marketing,2020-05-23,2021-06-21,8df99dc3f8019c6c6d26b71a078142229ab54a9fee2a15ff7481b1fe19d00f9d,0.6719418431072955,2048,0.9626006361821567,0.9239235880059067,0.8798648637020055,1,6,11.605917788206943,0
MIT,Pierre Ali,UI/UX Design,2025-10-22,2027-04-13,dcfc49619ff8ee774c3af26090f8f074c6649de9efb16d6766975e842d5bb4c0,0.81511648861607,70,0.8861742550715929,0.9726991051905112,0.967606641625128,1,7,10.252953294113054,0
TU Munich,Mohammed Mueller,AI & Deep Learning,2024-10-10,2026-11-06,2d5439cb54739c25d332d933f18e79fd00353a4ef02fcd60ad23c7949ff7c6f5,0.8512185143995017,447,0.7741742525886298,0.913512288519105,0.8023546345548582,1,6,0.6275174834227878,0
Cisco,Sarah Patel,Cybersecurity Analyst,2020-02-05,2023-11-21,c7a0fae3678252d36b9a65c3e1153cf81cad14b8571c708dcf455d56e9afc445,0.8392303541266487,2156,0.919827616027699,0.9148107768050271,0.4713908985281734,1,5,35.49235328675986,0
DiplomaMill Online,Ana Garcia,Computer Vision,2023-09-09,2025-09-04,6ccbb3b846b263c33491ac8179453ad3949ce08f352c9de848efb13bf0702c48,0.0284,844,0.5093,,0.4313,0,0,2.89,1
AWS,Thomas Tanaka,IoT Development,2022-03-22,2026-10-20,9c6c073e98d34fc6b629cbdf4e742acfd68a164bdad00cf1a875d7d3c711eaa2,0.8300197983848752,1380,0.8365623617663188,0.8744975930413651,0.653781899402838,1,6,14.805049270163392,0
Stanford University,Elizabeth Rossi,Database Administration,2021-03-21,2025-03-13,e95c39b718e8c186b15216e4f84d08b1429e162e1e36655eeba1004bde8513e1,0.5790537422915661,1746,0.7534722030898605,0.9656777269743146,0.6860697198217783,1,10,174.2640015506335,0
CompTIA,Patricia Dubois,Quantum Computing Basics,2021-05-16,2026-02-02,ad7e27345d2e8201472761369f7195197b0ae35dd42d6f3780088c855978a422,0.6912531148825762,1690,0.9837132729533283,0.834136872124608,0.9474779581113457,1,6,11.599444449365333,0
edX,Ana Wang,Machine Learning Fundamentals,2021-04-28,2022-05-14,cd6699a78b9a05fde5dd779b5fed4a0ddde7549a4244000669ad37041abcd9ad,0.5488921776613853,1708,0.7457314034346483,0.9331519803786428,0.8173692483090566,0,4,59.08365557135565,0
DiplomaMill Online,Ana Dubois,Computer Vision,2025-11-25,2029-11-30,83dc60a042ee947c452dd1a269bafed7b0e057d3ed549f2d3cc61009d0bdfe70,0.1376,36,0.1352,0.6489,0.0539,1,0,130.2,1
NUS Singapore,Yuki Chen,DevOps Engineering,2022-07-03,2026-04-14,52ef7f227958ad07205ba84228ce0a68e890a51d109fa6420e0c9f8d8bc81d1a,0.871279399551654,1277,0.8301009940730713,0.8621454100708834,0.892040637959478,1,5,27.41494391060521,0
PMI,Jessica Taylor,DevOps Engineering,2021-05-14,2024-07-12,dce553aebac436490f21c86bc2ad174e8dc0de486ae5ec0fc1fb9759a75dbfab,0.8072941752686725,1692,0.6772423082548813,1.0,0.989213847491415,1,5,18.21402068461487,0
Microsoft,John Miller,Cloud Architecture,2021-12-08,2025-03-24,d5965305c8c2057d94147f7248e72122aebe9800313d54fd5a44f1e0d09c9465,0.9189819810027009,1484,0.8227443767524645,,0.938563963859096,1,4,2.600610500679241,0
Google,Robert Chen,Data Science Professional,2022-06-28,2026-06-18,087bc211f34124dec0b091d3814a904de9fc6a1f60b81b3a1bd260039746326f,0.8302315731037112,1282,0.8086764928413933,0.845934575438644,0.9331383573973755,1,4,0.8402292487874752,0
NUS Singapore,Mary White,Cybersecurity Analyst,2022-09-01,2024-04-20,8996a04eaa77e5943ece90312e2c30feb6af8f1396c637758bfcd27e3e146cb6,0.9000678016896358,1217,0.7089145428819181,0.9608102492361231,0.9660193169150197,1,2,21.721607956520604,0
Salesforce,Jessica Ali,Digital Marketing,2020-07-12,2023-09-04,f66d264e29e1fc691bb61ce7dfdd7737435547fa5958b945b357cd2a33a9b4f0,0.7104055703993135,1998,0.6586798380772803,0.8896561146029197,0.977300392809335,1,6,33.38854083952269,0
Cisco,Pierre Tanaka,Big Data Analytics,2023-07-24,2025-07-16,adefb48361e7ff57e73c630b390d1a0b71cabe673411e9875230f276266c0252,0.957120141704374,891,0.8165636447827297,1.0,0.9635129026961035,1,7,26.691868197526375,0
Columbia University,Arun White,Business Analytics,2025-01-27,2026-03-12,aa6401a8d601cbbb3dd574b4112244976c43bc7545f6e865f2bf7d563ec232e7,0.8826527887306636,338,0.9454065707349878,0.809121805378713,0.9156690063383084,1,8,20.229725630336645,0
Harvard University,Pierre Rodriguez,Database Administration,2020-05-26,2023-06-05,5b89460c4016995cda1597e6a5323709707411e2c79a6f94a6187f777dcefad2,0.6629794583735475,2045,0.95074705458387,0.895198264025658,0.6373910426861518,1,6,5.184573234383449,0
PMI,Linda Brown,IoT Development,2021-05-10,2024-01-17,702143217ede74bc3462cb895be1b45a12935cf90108e47efa7eacd44fdfd4ec,0.9046697455742387,1696,0.3228345241061891,0.9302124427092285,0.8322302081408492,1,6,26.154882741990587,0
University of Toronto,Arun Smith,Machine Learning Fundamentals,2025-10-20,2027-04-06,365bb2508536a5159b7e9ccb13e116fc701cf9149a4b176e20455ace0304af5c,0.7791690997113103,72,0.9126405132975202,0.9372968432643418,0.9354117547460351,1,3,21.7704306456385,0
TU Munich,Susan Rodriguez,Agile Methodology,2021-06-04,2022-12-05,95c92b46b4a7c93740d2d44d4351b0580636d7e990d99381a5e191f33fdee4fb,0.9089296684083179,1671,0.8059643260954211,0.9553488885714074,0.9550609284507007,1,4,5.074456705328143,0
Cambridge University,Michael Kim,Cloud Architecture,2025-03-09,2030-02-26,f0957d92e8fa6234dcc2168ade121bb410076e567c3a618afb9955b7fd284cf4,0.6549450606567778,297,0.5145583863131942,0.9335272623270167,0.8272564919743847,1,8,6.824827169144294,0
PMI,Pierre Jackson,AI & Deep Learning,2021-01-08,2025-10-23,b8facf5c81ec93431608bb8a3b4616071aba7ff0dae1be7002a623fa605152bf,0.887083353216366,1818,0.6707874036584269,1.0,0.7848843234909563,1,8,23.708813057629722,0
ETH Zurich,Carlos Hassan,Machine Learning Fundamentals,2021-12-31,2025-06-28,081d99bb6d9b8eeffbcc1b6c687e0159cb4b56199bb324173f5f814cfdb9aae8,0.8210608655170233,1461,0.9040637784059367,0.9755872242641783,0.945950380241461,0,5,107.92336476705026,0
Microsoft,Wei Taylor,Network Engineering,2020-03-16,2024-12-19,ce615602bcac9b391f99b65ffeb02ead71917955fe5c940a13da43ac906de124,0.8190193544579799,2116,0.5643960953231376,1.0,0.9878431780356997,1,9,13.00219787547836,0
Microsoft,David Thomas,Full Stack Development,2021-07-21,2023-01-26,1b25f43de948c6a9eac2c2df503e54d986636d97342408c3bce742c162e1b0c6,0.9550631086924952,1624,0.7623923928279974,0.9178741978161572,0.9179692487879632,1,5,23.49982346291426,0
Microsoft,Robert Williams,Network Engineering,2020-05-15,2022-09-14,0094ebcdd89b6b169a101dc4178f81233d36c9a42598c62866102564711dee11,0.7320315438458868,2056,0.7759130519502692,0.7886049612248569,0.7390720672477984,1,8,82.34537287602753,0
MIT,Fatima White,Cloud Architecture,2023-10-13,2027-05-16,c677834e0fdacbb0c6e6260c7ed1ba3b7524daba730e4aefb0e456bd016c8b2a,0.2967,810,0.0408,0.6471,0.0858,0,2,20.98,1
MIT,Linda Kumar,Data Engineering,2021-12-12,2023-06-06,31c0303375d043f9352acda98d681c6b30601bc6084dea6b0b6459f9627a7965,0.9688941025695967,1480,0.5636686441920352,0.8878746160261431,0.9498954944048189,1,4,7.723034146711439,0
Coursera,Sarah Santos,Agile Methodology,2023-05-14,2026-07-13,43263d5a2f14a8ee70cc248caee4b7cdc9bb2c3948cad9aa04ff72d31749912e,0.7903841179346374,962,0.8962629710363356,0.96594783023879,0.8457335412457884,0,8,9.19977272969125,0
PMI,John White,Network Engineering,2022-07-05,2025-12-17,ef490b34821273f891a4c94dd05b4a6379bb97e051f6e79bc123c3c99453d592,0.9598610737683058,1275,,,0.7753201580674544,1,10,5.097362678454035,0
IBM,Robert Hassan,Digital Marketing,2025-03-27,2027-05-18,03af27f462332d6429a18f59750677bc3fc00276598810f77f4e6036e25d5580,0.624327390924289,279,0.7639128849889104,0.9553975312111816,0.803544697255883,1,8,26.697101761838976,0
IBM,Jennifer Jones,Network Engineering,2020-12-28,2022-06-14,b56ba4c58fcde916423f8f093c1cf32b5f186a884f1e105d17bde148db605629,0.8865325628706445,1829,0.8590105360101605,0.8716651657398952,0.945870241830866,1,4,3.822702132614042,0
NUS Singapore,Pierre Harris,Data Engineering,2025-08-02,2027-07-11,4c9e264b681edc59be0360f8bbfb15d502d739a789b58be2f22050fd706ac977,0.8229532014326723,151,0.7282199339760653,0.9494853835655003,0.892072165162832,1,4,10.414648536995673,0
Harvard University,David Thomas,DevOps Engineering,2026-12-20,2029-01-08,c77762565e711e1b9eff05d0f9ba2e2747c6bbbf9cd3036d2c568a4703577b42,0.1366,-354,0.0364,0.7096,0.2139,1,2,93.24,1
Stanford University,Carlos Rodriguez,Cloud Architecture,2020-11-02,2023-03-02,9bdd0dd707bcdc91aaf24b8988019a57dc18ef9a3bc239d42df9ea8cb4d6e69a,0.7946415459996873,1885,0.9172643739199436,0.9922898578793921,0.8815072925791122,1,3,72.26901067880404,0
MIT,Ana Johnson,Computer Vision,2024-11-10,2028-07-21,14b36579e36555441de848a3e60be7f42c03a3c1ff5870aa30ec04707a3bd3eb,0.8892176581002018,416,0.8458765253776085,0.9677283804903126,0.8787807646975672,1,2,4.085144819020008,0
Adobe,Patricia Williams,Data Engineering,2023-07-10,2025-01-07,1305b56578c775c96b1cb795e88b2298cdeb8f3e94d31171c62eba8e47cfddab,0.8527467159821353,905,0.915188530952067,0.8949977735908834,0.9947769448943287,1,7,18.992130241300913,0
Columbia University,Jessica White,Digital Marketing,2022-10-28,2025-02-09,71263db8db95b81cb24773412946a3fc1f54b6f5bc602f39463e9755d44c70c1,0.7454283387459746,1160,0.6674920637558232,0.9570504563236936,,1,4,61.57066562924106,0
Harvard University,Sophie Jackson,Agile Methodology,2021-07-28,2025-11-08,7890cdae6938123583ce60b537175b592080a2e0e9021b219c92565c5c6c78f7,0.9431380336643651,1617,0.8976319914234225,0.9778733961204046,0.9366615510284376,1,8,21.54762783045293,0
Salesforce,Thomas Hassan,Software Testing,2023-02-16,2027-07-21,6528f377ddea8db944af27321f39332900dd2068dfd3bf15f24acd1c4a4a00d8,0.878090834957029,1049,0.8456095059779972,0.874940686734283,0.9265628313295045,1,3,7.569234951765136,0
Udemy,Sarah Miller,Big Data Analytics,2024-08-26,2026-11-07,28d824da9500153e604343168b561e63b23999c68fb309145aa3b175b741835e,0.7243485626670824,492,0.9539253607529694,0.9331276913383677,0.8841057595924837,0,6,4.239179272397669,0
NUS Singapore,Priya Dubois,Data Science Professional,2021-09-08,2024-06-10,5f0ff1bf8e65ba230f35a4e7d4c14178dcc945b63d9efd4625149348c085ca97,0.0429,1575,0.1475,0.6292,0.1212,1,0,54.25,1
Cambridge University,William Williams,Computer Vision,2024-01-19,2029-01-06,0729b9ac1408de0e13f27dfeeda1aaeaf134b7b2946505b295abf6ef72e63562,0.9401991070838636,712,0.8288259945451198,0.9707716730517199,0.8940664669408802,1,8,199.32194979992144,0
edX,Jennifer Wang,Big Data Analytics,2022-06-25,2025-04-08,9726d7f263260faa04acf0c68965baff0764fb22757698aecb07897989b2914f,0.7992888594782077,1285,0.574780065830273,0.8719214895106225,0.6562613475727606,1,4,52.166247047510126,0
University of Toronto,David Rodriguez,Natural Language Processing,2025-12-08,2030-09-20,9d04058c182c3a1115504242c92d334a442d7bb181af7691db4136f6abfe2d52,0.6415158434657547,23,0.9455730868957054,0.8526368659956453,0.9969951815771005,1,5,31.752396715007038,0
Yale University,David Harris,Agile Methodology,2024-05-19,2026-11-06,09542420fa9f9032c822ba3a322824f838e663b335955bbfe728515e7801497d,0.6904107730759904,591,0.8232808514856769,0.8251247134512468,0.8641605340551538,0,5,3.270435427667293,0
edX,Ana Miller,Database Administration,2020-10-24,2023-03-23,0b3df6d14a23558de2691b6761c11f1b1fd0e61564929ecba1afe1280d9cdbab,0.7832274991547851,1894,0.879081919313555,0.8807604962292382,0.9527965985695845,1,9,32.85654293321485,0
Google,James Jones,Mobile App Development,2021-07-17,2024-03-04,4412525225b280cac8b8f172608969a9e10220563b88683f71a9c98e17d041f0,0.0601,1628,0.4248,0.6265,0.373,0,2,20.38,1
TU Munich,Elizabeth Miller,Natural Language Processing,2022-09-01,2027-01-13,621d40539c63182caa2e1a6a1d09bcd4835e41025b805fdd957a02527edf04bc,0.7748228206991119,1217,0.5624231834641601,0.9033681340824521,0.8890252919088736,1,9,2.99188985544164,0
Columbia University,Jessica Dubois,Robotics Engineering,2025-03-03,2028-04-17,41d3363479d5204513b105b5bb663ca1654d354ab55174555d34496fdfe37a7e,0.5475803290869566,303,0.7432369989734909,0.8517423488863562,0.8702855539706581,1,8,7.145112603443558,0
MIT,Linda Davis,Cloud Architecture,2020-08-06,2021-09-30,5344c89ea1b1326f7e9ed79423d66c32420e37ee5fd3a1cc12461afe89fc0539,0.89064353853718,1973,0.8125457242765508,0.9258113483300966,0.9518999537229559,1,8,17.072261615049733,0
University of Toronto,Elizabeth Tanaka,Cybersecurity Analyst,2022-12-19,2025-12-07,9d76f8b3dd94a6a7c61f191b351c0ebc9e3029e470de8f0085982b258806541d,0.8069330914500489,1108,0.9396007443806109,0.9020210493092814,0.9257721227647833,0,9,7.670678710993706,0
University of Toronto,Elizabeth Dubois,Data Science Professional,2023-12-18,2027-03-03,588b0d4ecd830f26959eea3c9c330e65348681ddd77f622df4df34a467d27175,0.6710554096583633,744,0.9217636987530725,0.9030168370987839,0.9673511410593686,1,4,38.65308368474303,0
Stanford University,Joseph White,AI & Deep Learning,2023-01-28,2024-01-30,512a898bfd47677ba8b2875b33121142f389a7b11f8fa600f12df0441d019e57,0.7470699738112211,1068,0.8587135636826024,0.8866811048474013,0.7999149181797984,1,3,90.17166690438134,0
Columbia University,Richard Anderson,Data Engineering,2022-12-09,2024-07-26,70bd5d4216dd7b4a03bbdab37fba175c41337a7ae6fafd6283fa1ae296b775ce,0.8353975759842335,1118,0.9491831653898345,0.8556836692139793,0.8679719675432733,1,4,23.116387132390123,0
ETH Zurich,Christopher Rossi,DevOps Engineering,2023-10-15,2025-07-19,a2d198ef52063e15f9b582b6b1013ecd260f3aeaaf9f278fefa3cd147940e521,0.76499348509087,808,0.9530245354986636,0.8452215687535991,0.7710702270991718,1,4,45.83741707425994,0
IIT Delhi,Wei Jackson,AI & Deep Learning,2023-12-25,2027-11-03,c7d32d8ac3e2253a6e1de315c5902f5c337f4e714abf9c53a85c87a768468bb1,0.8388986201130111,737,0.8500262936636507,0.9417841555962252,0.948404139590571,1,5,1.4760812443094662,0
Cisco,Ana Miller,Blockchain Development,2021-03-02,2026-01-03,8dca6581750bdb6cccd7d2f510aa68e3bb915b378c651bb80f6e585b92249aad,0.6406507936844681,1765,,0.9374683379379097,0.8856730844197452,1,3,65.02284801867347,0
CompTIA,Sarah Smith,AI & Deep Learning,2023-08-21,2027-12-06,ec68876ccb60795b991aea45e356cc17e3ff07ee2fe8062ceeecd97cdd205d7f,0.582991058118625,863,0.7873961323396947,0.9081554456494185,0.9229283361216714,1,7,41.68227475863335,0
Stanford University,Ana Santos,Network Engineering,2022-02-10,2025-09-12,a0f005c5eb89e29565ab72ad3f2596b21d48172ac71ce36ee2871f34899df249,0.6559025054275935,1420,0.5590797080286504,0.9837706884973703,0.8874341864924244,1,10,25.677610574103188,0
IBM,Christopher White,Full Stack Development,2022-05-12,2027-02-03,6617a671bf5cfa096b8c8082e2d2a5883f1816770a49885a64253a0f19bb565b,0.9793460542027896,1329,0.738094735873195,0.904646792836723,0.7587908841696593,1,6,7.6795982598608745,0
edX,David Jackson,Computer Vision,2025-07-28,2029-01-27,c1569d5d310ac3dab56d2319be4feea2e19d69a85659d0d8f22de189a3c50253,0.399928227778792,156,,1.0,0.9869237363210499,1,5,39.77849571527237,0
edX,Susan Jackson,Agile Methodology,2023-01-19,2027-07-21,b568c136dc02d51386401b18507217ce4433ecfa63b092c8873a9f54456c97f8,0.6376902461592294,1077,0.9167051533158377,0.9432132231294541,0.4454813344645203,1,12,33.81942249681345,0
Stanford University,Michael Chen,Business Analytics,2025-09-06,2028-12-23,4be08489c8aae7109b11b756c599f4a1cb2f5326a510a7c63f5db115e80bf155,0.9671506941765428,116,0.8871858273704444,0.8250567397134012,0.7050594695365109,1,2,11.722426820478711,0
CertForge Academy,Thomas Rodriguez,DevOps Engineering,2023-02-15,2025-01-02,27781a30df30158ba662ea28e8a3df5754e9e7b600776a327a40512bfd2a4171,0.0122,1050,0.3474,0.586,0.1487,1,4,71.18,1
MIT,Arun Thompson,Blockchain Development,2022-11-25,2024-10-07,1ab702adeb09e3e710cdeed9ab4c38db41a9a2a8c8395957f4bcea129d161916,0.7947766393909534,1132,,0.8789794752527377,0.8343331936764323,1,6,5.18796137153768,0
CompTIA,Barbara Thompson,Data Science Professional,2024-06-17,2028-03-17,0b7a31948cdaaa005f8823134f249b561bb4ceb7825a7d6fe8fa9108223c6428,0.7895429987275782,562,0.869054370450746,0.8159777183551293,0.9491061706782794,1,3,71.32749620916827,0
edX,Yuki Miller,Network Engineering,2022-06-20,2027-05-30,fc4554ff2c097ee356077ce2b1d437ca547763743ae40fcf9c379358ea48e0df,0.837390903394534,1290,0.8514317661153896,0.8994317165650523,0.8604835054671524,1,9,4.106911198644592,0
Oracle,Jessica Garcia,Quantum Computing Basics,2023-08-07,2026-12-04,9943ccea8560a7ea0012c1d0d68ff28b53940ab410bc629d06614d47c5e00c2b,0.6562153895848853,877,0.8133950280788962,0.8921492265920935,0.9426677272652969,1,4,47.913040653667764,0
Oracle,Yuki Taylor,Agile Methodology,2022-07-25,2024-07-17,a4e1ba61c04daa18faa92563b51b2dd83688fc111871f5beb1cc73684d8de4ef,0.833823996722613,1255,0.7846028299133927,0.8738440407881736,0.8538987413966072,0,6,17.199724092134268,0
Johns Hopkins University,William Mueller,Data Science Professional,2020-12-17,2025-10-24,5ff96ffc0f2a400a3a92b80178b3d5e480e718d0eaf311b68eac1cbaedb36d4c,0.9404028115936068,1840,0.9718573487152975,0.9239847251405402,0.8387166673913102,1,6,34.907444794334694,0
CompTIA,Sophie Ali,Blockchain Development,2023-03-13,2026-06-27,97138296b7c10bf105dffa0e33cd946ddd9ca32c6f6acbba2d5b9f7f56e926cd,0.7297353976733888,1024,0.5870255484432814,0.8928282912534949,0.9568236369702405,1,7,3.0005127592065968,0
AWS,Jessica White,Software Testing,2025-06-05,2027-01-21,6b474069591ccc9563e02824a5ebc33f767ae86bd4c09717712c1b555295a900,0.9710150666414172,209,0.9125686317870246,0.864487922189249,0.9803309048006463,1,6,4.146617651434341,0
Udemy,Christopher Jackson,Digital Marketing,2022-12-12,2024-01-26,81a77ab614411b7ee3fecdea07b62d0001b0e24b2ad0216420a4ba1b5f1cb374,0.7751646536175901,1115,0.920529573007705,0.9289535486677738,0.5561567545043703,1,3,22.86591003909644,0
QuickCert Ltd,Sophie Anderson,Agile Methodology,2025-08-04,2027-12-04,43a7b06ed153aa6dcb1856ce9be1514563dabd63ac490fe52b29121ff0716cef,0.0128,149,0.4727,0.8364,0.2069,1,1,1.04,1
University of Toronto,Carlos Wang,Quantum Computing Basics,2020-02-02,2021-11-06,4c445052e2c09fd0faa8c02cc6d5ab09918c0dcd060474ca4f5e7a13bbb84fa5,0.6400022872200231,2159,0.8043666953712464,0.8926637686434621,0.8709682578383039,1,6,11.273284461576347,0
ETH Zurich,Sarah Anderson,Full Stack Development,2021-03-31,2022-10-07,3b689a7f0b52a1dcfbeed5bb092e445ac26b4d931d0dd06167abaf75b38a0254,0.5426159550824902,1736,0.894613070688059,0.9174015970814472,0.716939621081002,0,3,11.792989519038903,0
PMI,Arun Patel,Robotics Engineering,2021-04-05,2023-02-16,4cd2db34292eac55f05ef25f052b03343fe97ac739fdfa223e20ab45e19ef2a6,0.8214626633168396,1731,0.8952484455947338,0.908905645682047,0.9025306783345873,1,4,7.456418043653162,0
Stanford University,Pierre Thompson,Mobile App Development,2020-02-17,2024-10-01,4c288ffdec38aba6840ff0c6b6f44314d0abac26a7b6bf7c3f0a2b61fa729d71,0.7580616698847954,2144,0.9951177620800521,,,1,6,30.22258526525527,0
Microsoft,Elizabeth Santos,Computer Vision,2020-06-13,2023-07-21,0cde4b209e49bfeb2dbde8d9303170632aaa89d1fd3d075caa3a0bab74675635,0.8701667817866565,2027,0.5511226432028776,0.8927865030773027,0.9820744430167228,1,5,11.012506219728959,0
PMI,Barbara Santos,Data Science Professional,2021-02-09,2025-07-29,62bc5a847769fe0a4f78fb05019cd5939c8b1af2d2131c99030b994a4c54ca7a,0.7997695052723763,1786,0.69109869120762,0.9587704767201987,0.8853682198526381,1,5,6.306410027233543,0
CertForge Academy,Carlos Martin,Digital Marketing,2024-09-01,2029-03-03,ac726fe2bb4ba6842e4d0b80d3845dea674abfa6919a0a59f19c18f430f9158f,0.1445,486,0.36,0.5713,0.137,0,0,26.07,1
Salesforce,Arun Mueller,Cloud Architecture,2025-09-30,2028-09-26,bcde5f4d8d8e50af03ec0a4910112c71154f2d0cb59466aa952a1216abcf4a67,0.8789796051715933,92,0.8545551886053953,0.8381082411676137,0.918795924257277,1,4,30.796459503497864,0
CompTIA,Michael Jackson,AI & Deep Learning,2022-02-23,2023-05-15,9096ae77cb683d2bacb3eda2dea1f8fd69ba915a302f12c0b8c7b8fad9d0750e,0.8579178838512873,1407,0.9352022958679249,0.8945179379770438,0.9287697801170097,1,6,7.276703156038255,0
IBM,Elizabeth Rossi,Natural Language Processing,2025-06-22,2029-10-31,6be5d4e97fabbf69d541ea5108f58883c57baea3d20883a32c208f2283914bdd,0.6654350720218469,192,0.83891001848365,0.9562547893423999,0.8592382240023544,1,6,15.704311044760058,0
Cisco,Mary Martin,Full Stack Development,2021-07-23,2024-07-15,bb4368bf910f8c7fe0a297c5ee58c514a79627f9a737ad6ee675b1959ddaf3f1,0.7673083478124226,1622,0.6858539091617191,0.9326305426535774,0.973766189911707,1,6,3.3462413656046843,0
Cisco,James White,Machine Learning Fundamentals,2022-10-02,2025-03-19,2750e7f9acad6d5bb91eb1e14ccff73e6d49398cf3ed606d9b2477d02e203264,0.6979380267373253,1186,0.9483101833129229,0.9354766614923888,0.6501288461091127,1,6,28.132994842503688,0
Coursera,Jessica Kim,Quantum Computing Basics,2020-06-06,2023-04-21,50de3e36eef3c1b15afb33f8030f633cae4d24ae1a0974fa7d61d846ae148794,0.7709767734337832,2034,0.9178810949906697,0.9527317552985141,0.8502834066819123,1,3,8.450478001983928,0
Microsoft,Pierre Santos,DevOps Engineering,2025-10-23,2027-10-27,287cb2f05b4c2088768666fe2129cdced65ddfcbe594d5c6ed19d935376ce03a,0.7989468173024906,69,0.8576432379233649,0.8151434414787155,0.9456454446807633,1,5,39.688511957063206,0
IBM,Mary Thompson,Network Engineering,2022-04-23,2023-12-07,8f5ba5692ba3082ef0e3bc9b441bce102baae2d2cf081ae9ddc7ef1cb2bb623c,0.5302903242090804,1348,0.8867231535339717,0.9040330418870738,0.41365850944258065,1,5,82.65766902725917,0
InstaDegree Corp,Susan Taylor,Digital Marketing,2025-10-15,2028-07-10,aa8fc3e40d2bfb8d986ab58483dffdf2173fdd906951c92fd4cbae17991de9a8,0.0794,77,0.4,0.305,0.0636,0,0,60.77,1
Salesforce,Jessica Smith,UI/UX Design,2020-05-20,2024-11-27,db0b242c8d0e495cc58b1bae6b5d53c60ec5eba6f2d426301ef20071628b68a0,0.9155770846707815,2051,0.9715217265682199,0.924700726087404,0.8685323625386852,1,6,2.4122118442357494,0
IIT Delhi,Michael Thomas,DevOps Engineering,2024-12-30,2028-04-29,a788e2eadbc6a4e0ac20471b30e333e68f75b56a1613b36b58cb3574e0a854c8,0.8839587497122271,366,0.7419333461776803,0.8231034787939127,0.7810872584219405,1,9,5.609805798297762,0
IIT Delhi,Pierre Hassan,Quantum Computing Basics,2020-07-06,2024-03-29,8c1cf8cba5296873a78917403ef6ca999314a9feae906bd502599ed5cdc53bbe,0.6628577791186772,2004,0.9982861469213438,0.9716231627540759,0.9406687939529026,1,8,13.088407495018183,0
InstaDegree Corp,Mohammed Rossi,IoT Development,2026-09-27,2028-05-21,b454e23abfaa8bdf0da6bda8f5703a6b97cc78370207158c26c791da721772b0,0.0905,-270,0.3781,0.4736,0.0782,0,1,35.78,1
Johns Hopkins University,David Chen,Network Engineering,2020-07-25,2023-09-20,e0ae327e98991496b4f42dc0409b6bef5efdcdda1cb7e336daecac33f18bf30e,0.9208638050330337,1985,0.7833695856164992,0.9805457642751042,0.6333509199054796,1,4,28.183795928353753,0
CompTIA,Yuki White,Big Data Analytics,2022-09-19,2027-09-01,f8c0aa0a7fbdcc62ccb9e0699815c0a054c73f3311cec812b917724f4346e102,0.9461786429552759,1199,0.7068959792900232,0.8737538271573071,0.9564823237370829,1,6,0.7433330344448981,0
CompTIA,Priya Wang,Database Administration,2024-11-11,2027-12-13,4b268efff5407a118ebc697dce06ce95121c69aff10a194fa2e3169240779303,0.7488175912091636,415,0.9621234666570805,0.9629295035981968,0.7732655438868987,1,5,18.724581776973576,0
Adobe,Sophie Wang,Database Administration,2025-05-08,2029-02-25,9e94aa11d1f1c3338443755cbc2441e1783843556b26ff65dd154a77936321db,0.8599875396932664,237,,0.7484445959047336,0.9254131350706726,1,2,20.48906428062805,0
TU Munich,Michael Brown,Data Science Professional,2023-10-18,2027-09-20,f8083f21bdf649dc49d9abfaf42b44b400de46df71e218eadcd4199de90e37a1,0.8066028248737247,805,0.9126073317435217,0.9804403905347309,0.700841143587051,1,9,6.161001200770741,0
CompTIA,Carlos Harris,Mobile App Development,2020-07-08,2024-01-13,86ed4a6cc09bea4a631c7486f378fc7805722fd7b64527baf49fd12f0d7eee03,0.8888549785399008,2002,0.5681812883552071,0.8757040542143558,0.9177187814764798,1,11,20.38067162641182,0
PMI,Elizabeth Martin,Software Testing,2021-11-16,2024-12-09,8efaeb05034e38705f2118c76e02f9ce9733c301c9b215d7554cb17850c1a148,0.7733877162117989,1506,0.88821186093093,0.8803172990392707,0.8312454288468297,1,6,1.3923524097219782,0
Oracle,Robert Rodriguez,Natural Language Processing,2025-08-05,2027-11-30,f4e8444301995c1e6f461036afd68da215adda784c47c753f6b6669cbec19272,0.5071786211395657,148,0.8942820608018424,0.9277133432232462,0.8271334947424369,1,2,19.058287025585425,0
Adobe,Patricia Johnson,Blockchain Development,2024-06-10,2026-08-27,93b8100ccfa39e6141a40bc60ac568ff241a22b36c047ee271b1570b9fa8252b,0.7877554663652805,569,0.9457054660227326,0.8767973426733787,0.7171155941461353,1,8,9.809197670650041,0
Oracle,Carlos Rodriguez,Quantum Computing Basics,2024-12-16,2025-12-28,f8ce537d68654ba22829ea83fd9d7a16d88e4877bb80fe4d4928056ad5b55b66,0.6277656094793397,380,0.8746248538927994,0.9442810566931448,0.8965436161273087,0,5,31.29874867890055,0
University of Toronto,Linda Dubois,Cloud Architecture,2025-01-08,2029-03-01,f6832279e42e065d460c71ceb04f5e6967b71d0f3e2a7f144051cc658e98b768,0.7603587991795361,357,0.7888119779372753,0.9316533038508942,0.8514294328213887,1,2,17.58103558442508,0
Coursera,Elizabeth Jackson,Business Analytics,2023-06-13,2027-04-11,008fff4cc6c1c7aa87d52c93a5d925a80a8f73292ce7d11a66fe2f2f51665ccd,0.9496097030688424,932,0.7445010754530427,0.9153988442962162,0.9268914138530905,1,11,48.53783573956545,0
ETH Zurich,Patricia Thompson,AI & Deep Learning,2023-01-26,2024-07-07,fd4230a76c0dc2ae174a98b3e57fc184b85dd1c84c158d03202d3d728d2d3895,0.5598179380396555,1070,0.6794308957533053,1.0,0.8023997348031018,1,8,31.887606163624312,0
ETH Zurich,Sarah Santos,Mobile App Development,2024-11-22,2028-04-13,cce4d2142850b9c2cd103e6409dddc5aa6fcade0d5d3ff04d0959b31688f22d2,0.7382746119444216,404,0.9290143639771793,0.9031844977274678,0.932734510670374,1,7,4.536422712627825,0
Columbia University,Patricia Thompson,Project Management Professional,2021-05-25,2025-04-18,fc7d473fad4838e3c713ede9d66dce6d37173ee6496f6fdee5b334e6fa6e132b,0.7057243659184552,1681,0.8021217970412067,0.9526144156845767,0.6000565380128644,1,7,72.77109874405818,0
University of Oxford,Sophie Ali,Cybersecurity Analyst,2023-04-27,2028-04-07,91c81b23dadda4234d909c0feffee2b9da591ea1347997b312a40f6260348ff8,0.6746648853773715,979,0.8164935216144956,0.8760362768959662,0.6394971689393032,1,6,23.296408395974463,0
Cisco,Elizabeth Jackson,Big Data Analytics,2020-02-26,2023-06-14,96e62df081d90039e9dba540c36af7d7f7dbde7fd1332c01e2d1a00ceb9e1c5a,0.8643248565790931,2135,0.8046424369261379,0.8832968157641445,0.7930868686934663,1,9,70.34691774203222,0
Columbia University,Mary Patel,Mobile App Development,2024-11-03,2027-04-12,5892a12d12cc260b0124d663ac33d939e1c1f0610edd5e81d7ed8faaa138b7f4,0.7210139361840412,423,0.7549314972936397,0.8943523538263982,0.9877040351863609,1,3,62.52415973767894,0
University of Oxford,James Miller,Network Engineering,2020-11-02,2023-11-22,5b4be71f937cd6567f91afa0b9a20d9e0a3d0e7de4c65c5dc15b44990deeb30d,0.6162361286242852,1885,0.2915135205526941,0.9229999604428254,0.7314494087025477,1,6,69.27516745283857,0
Salesforce,Yuki Kumar,Data Science Professional,2025-11-18,2028-05-16,4a55284421cb1650e54db87f25de59bdee53ce3c27b2c948eb6ae494d37bb910,0.8933544147051005,43,0.9118973657150502,0.9128726381069296,0.8749656655118623,1,4,0.25501344823684524,0
TU Munich,Christopher Taylor,Data Engineering,2024-03-04,2028-06-19,026f08f68bcd945460f6aa23e344d8e640023c14e0a7563412a0185689b3c388,0.8370348517631672,667,0.8623355979812904,0.8954335078616514,0.8757584891757316,1,6,39.95633135788961,0
Google,Susan Rossi,Business Analytics,2022-08-02,2024-02-26,6f829ddcb6e2cb05705c4fccca9822f535c3309e0543fe825a71867277825d8d,0.8222874323678196,1247,0.8917116501414198,1.0,0.9432865654057154,1,7,8.056537040191795,0
NUS Singapore,John Miller,Business Analytics,2023-05-19,2025-10-23,ad6f575b4e69d67fa9d79cfa25366049b0813cfeb582ae788fce2aaa7004fe1c,0.9946752108368669,957,0.8526356156257652,0.9382183158024393,0.8955962113183107,1,6,32.10621808673515,0
Cambridge University,Ana Wang,IoT Development,2020-05-02,2024-07-28,af6416e5ec47fc2542ba94ae37c587ed6513cf31078e0e5e564592dab7b40bd4,0.9130581116764657,2069,0.8482471018028215,0.945575604491747,0.7683789050605375,1,3,10.04401757337043,0
Coursera,Linda Hassan,Business Analytics,2024-07-08,2026-01-15,c420ede9f5f304b11cf3a33e96b4e89b96791f00b11b16919921160814cfe982,0.8003594966237282,541,0.7830056584843293,0.9249098996358001,0.8603198485141794,1,7,42.40671389791076,0
University of Toronto,Mary Rodriguez,Network Engineering,2022-04-01,2026-08-23,88beb41471103222891927c805c0b1dd5d223419b64c3c4a262312e97065c551,0.9022959995186267,1370,0.8337725067661832,0.9388040677921728,0.7563544159794306,1,8,5.865758963570845,0
Google,Sophie Ali,DevOps Engineering,2020-03-13,2022-05-07,c996cc72e3029ea4a3b9176b38dc6f69763623d9dfb0f520f157c31d7177146f,0.6016213872774513,2119,0.594224739164722,0.9486642979421782,0.8806036261404383,1,6,30.427166274699548,0
Udemy,Patricia Ali,UI/UX Design,2024-01-05,2028-12-14,fac182f109920f02f685be18bbef775d6be627de7b821e1845630909a304fb62,0.7699216807439612,726,0.7588251371737521,0.9336679866095099,0.6806962761030022,1,6,17.866406222333204,0
Udemy,Priya Thompson,Project Management Professional,2021-02-20,2022-09-15,c0b18502d24b18172799117ba6dfd21d507bde79554401efab4abd3ad5224a9c,0.489192478040262,1775,0.5149251972179468,0.914116808480109,0.9113236435412363,1,6,29.042194692816768,0
Stanford University,Yuki Wang,Mobile App Development,2021-05-14,2024-02-03,65ccec939a874580f0fdd9c6244e800aa12ee9f5d12bf2c95c03197420481327,0.6049734586379102,1692,0.8559933439239886,0.8952186163094636,0.7243797163956797,1,7,15.265606580281654,0
Yale University,Sophie Chen,Business Analytics,2023-08-12,2028-06-05,40d5e3eed570506ae027c2b39a49a981a3bacc9fa5e923fbd2a78614ae44a7e5,0.8887634320868378,872,0.8235960922582511,0.9302421231881752,0.9991892894674487,1,8,61.50674400691139,0
Cambridge University,Elizabeth Smith,Software Testing,2023-11-18,2028-04-14,68ecaea250f5213c7cdc3650d9e51ae2920ce75490a3586dfd013c34bf94f509,0.9533365105629178,774,0.6016307376802392,0.9311456174820473,0.975922865289504,1,4,29.353970051213423,0
AWS,Mary Tanaka,Machine Learning Fundamentals,2025-03-06,2028-08-25,7ea83ed4da25f5e31806b65acbe5f57dee8a1e3cabea26e0ce699845a04014f4,0.5169931444128001,300,0.7993996026981042,0.7861285479609655,0.9702219995643894,1,3,42.191698451638935,0
Harvard University,Yuki Taylor,AI & Deep Learning,2025-01-05,2027-03-14,a48244912803303b444d3148a28dab835b70808e3196d511fa9e36dd61a28596,0.6469375289654513,360,0.8656274274225367,0.8451630271327248,0.7939307467947825,1,7,3.8288089628642457,0
PMI,Richard Jones,Digital Marketing,2023-06-04,2025-08-05,a5cf04e2d4d845ae2157aa697d38494b96b4a023d4e0060dac129f98247f60a6,0.7626015054900295,941,0.8986678820380188,0.8784720067197727,0.9665703833729882,1,7,14.424672235547396,0
NUS Singapore,Arun Davis,DevOps Engineering,2024-05-28,2029-01-10,7e1bb605160c1f686bc6ae8879fe4966daf1878fa30e59a8994a07ce98ec41d2,0.9548931483950691,582,0.9776852433854919,0.8958748341278937,0.6963545909661502,1,5,9.756326823725225,0
edX,Susan Jones,Robotics Engineering,2020-06-13,2022-09-27,e974961e99360ed6eaf746ebc19f36a7e6c0781ab6a6d6b10fed0bad698831f6,0.8156508335821692,2027,0.8867516804859455,0.9158304774767836,0.8147075407586537,1,6,15.10737113335711,0
University of Oxford,Fatima Wang,Mobile App Development,2023-04-30,2024-07-10,eaa2789fcac7d275ad8dfce1ce5643ac79bcc08a4e9ade46e746b459d403c8d8,0.7449653200965187,976,0.821463538893426,1.0,0.9056344181017725,1,5,10.024897385256985,0
Stanford University,Fatima Dubois,AI & Deep Learning,2023-10-05,2027-09-07,459958a1ee61501aa0df57fb6e4fa54fe8ddea618ebe5e4d1b8a1502cdb501b2,0.7145833361133999,818,0.8611459890180134,0.8493888165510335,0.9075889818905764,1,5,45.08132476610499,0
Oracle,Joseph Johnson,Robotics Engineering,2020-10-09,2023-10-15,5e91b8485862d79b42a43c457e656d6387c0dc73ef4004801208599816c0640e,0.8199883883367014,1909,0.7136721733054339,0.9340622877646025,0.9801836521378642,0,9,22.10241640915864,0
IBM,Karen Ali,Network Engineering,2022-09-27,2027-04-07,19e36045f789828d044edc212a3b1ed636dfbfbbb4954d823263163fdc9820db,0.8505425055015146,1191,0.8156231493328873,0.9764915931235599,0.8998784677199179,1,6,30.927988749203465,0
DiplomaMill Online,Mohammed Williams,Natural Language Processing,2022-05-24,2024-05-16,ff5c33b62b7d1abf2652c9a9028c28a9a3338e6e49bbb09f4e74cb4de5445836,0.1029,1317,0.479,0.8047,0.4081,1,1,119.99,1
University of Oxford,Mary Hassan,AI & Deep Learning,2025-12-30,2030-03-19,651873d2d3dcede16809a419da7a97522e90e28f734c66816d251b89fe58e601,0.939771887071165,1,,0.8680776809744607,,1,5,12.717352752862782,0
University of Toronto,Ana Martin,Cybersecurity Analyst,2023-09-20,2027-01-28,8c07b28a7b121bdde23e487c3a14df43884ed75927186ffe8cd158102ef40dba,0.7798076942305769,833,0.5853840762882008,0.9533520703609568,0.819485906964268,1,8,10.323275367580086,0
Google,Jennifer Johnson,Computer Vision,2022-04-11,2026-06-02,90f5e52dda93e32d9fb1f53c3ef273f57e2d516b4201b64045856f8f74e359af,0.8296880313692868,1360,0.9658343971938781,0.9440329584321465,0.8630834038289212,1,7,23.46909378360127,0
IIT Delhi,William Smith,Full Stack Development,2023-11-01,2025-04-26,77c96380b42e3cab0189b54895aa194066aefd6a5198b91b4fec91b3ba5d29d5,0.8548352883880485,791,0.8341536102863559,0.95546505091747,0.9588592438341932,1,7,61.733611281450074,0
Coursera,Mary Jackson,Big Data Analytics,2025-03-25,2028-11-22,043f773955fa5a35c67e3055f3bb029f1afb90b9e2d29189795ebedb4778987c,0.9630576804069356,281,0.6267349628069652,0.9242612574324015,0.8885817308319739,1,6,81.9662443582362,0
Oracle,Carlos Anderson,Data Science Professional,2020-06-01,2022-09-15,bb01cbd2d30250b1e2b499fda3b79aacad3d197ac9f22a656368601510e01232,0.9416557534270508,2039,0.9175760394101475,0.9468865995459144,0.9841514867632956,1,6,7.304738474382394,0
PMI,Arun Thomas,IoT Development,2024-12-02,2028-02-26,8a1799a7135b8b9d740aef5f34b6639b261481c249c4fdce69aeae89e04b3d1e,0.8401447037916179,394,0.9303693788112394,0.9298077622398997,0.9569878593304423,1,8,0.3820566425389392,0
Harvard University,Jennifer Santos,Big Data Analytics,2022-06-30,2024-08-26,9c3faac2d35a76160ee667aab772f353604e8a920530f5070a801de5fb9ec3ff,0.9410904219660259,1280,0.7494221339523028,0.8486696571602159,0.9231538735162255,1,6,7.460140324366662,0
Harvard University,Mary Rossi,Quantum Computing Basics,2020-01-20,2024-04-18,413059f80a8ee4438c520dd1823a174c2bc995cdadb760539cd7ba4eac488346,0.8593903811844957,2172,0.8316290385237445,1.0,0.9610018825719578,1,5,42.80470429479177,0
Stanford University,Christopher White,Network Engineering,2020-04-22,2024-08-13,73d44c10be7556d1ebc5934830e0d8c43e0c14018823a760e78fd0ffbbbd5d6c,0.8381242473838592,2079,0.9187272932583391,0.9607965266576045,0.9082953012962603,1,7,22.457895134371956,0
edX,Susan Smith,Digital Marketing,2020-10-04,2022-04-27,49cdbb54441756e681b7f78a7f2e13e215b0fea5a95fd2a667cfcbc135e22876,0.8553599968227764,1914,0.7442172918122395,0.9356687087145308,0.9274110520536568,1,8,8.374258289070452,0
Google,Patricia Miller,Cloud Architecture,2022-03-02,2025-06-27,b31d0fa2c77a4e1074183fcee314217ef0f5a9d05a0bb9bf236dc94a527a5b3e,0.8728657503148276,1400,0.7051301340342743,1.0,0.968781734112992,1,5,17.829793679078968,0
MIT,Jessica White,Computer Vision,2021-08-29,2026-05-30,39ea76e060e0f52a3701475f2a661d41a51da3985814b4b8cf8d220de57eac53,0.8430785556040173,1585,,0.9701978882724337,0.9002438034001935,1,5,1.6628828215934832,0
Stanford University,Jessica Dubois,Machine Learning Fundamentals,2021-08-07,2026-02-13,362067f3811a2ac734a767cad68760ce792bdb78d14f61327b393de0b4aa8cdf,0.9645468437525622,1607,0.7920815765933817,0.93451226468649,0.9824196508526643,1,6,11.538212640779498,0
PMI,Thomas Ali,Business Analytics,2022-07-04,2027-06-08,ed21ea11ea9e6f5c7f2bb832601d7d221f2d477a8c657f13407b89f90f3122cb,0.9438340567282628,1276,0.7982016338640876,0.9918516260756038,0.7222130174299062,1,5,9.796932199055835,0
PMI,David Dubois,DevOps Engineering,2025-03-07,2027-06-10,a56a0bfbd1d5a90612335a0983f2c1da34c355355943149c588a14f9bbd6654f,0.8366867468177577,299,0.9280217894274897,0.9496012449385801,0.8623842023199768,1,5,23.466885772408528,0
Yale University,Elizabeth Kumar,Machine Learning Fundamentals,2021-12-02,2024-04-02,0850d2d88a88cf5faa232a91399f8a13bde3e4c3a1f57273d62ea74501df2ab1,0.8736088589144593,1490,0.9530422470421175,0.9493878787065009,0.8895959720048535,1,10,57.35629847928015,0
Yale University,Patricia Patel,Full Stack Development,2024-08-22,2026-10-08,6a871f5d6173a80e47d722966f977515d813f73512fc8128e2d47fa3ae485e9c,0.8624345018699369,496,0.9778372807359007,0.9645478373895306,0.883975248614073,0,9,112.93042752188381,0
CompTIA,Sarah Harris,Mobile App Development,2021-06-14,2025-07-09,5a04f8ad15a056e5cc171db524efe1074bd9b60a8e775250cf700ccabcd92e3a,0.8817356271979105,1661,0.7685685881331006,0.9073145608521205,0.9086072384004912,1,4,20.80607621659245,0
Google,David Kumar,UI/UX Design,2025-10-18,2030-02-07,b6b3de7958f94da0c5ee3b46e3f0135d30172fcf1ab0e15a38d2fc0a23c3b542,0.7028427859919314,74,0.7537876009341081,0.8991819057240805,0.9140893917933707,1,6,11.585525050340934,0
Stanford University,Fatima Taylor,Machine Learning Fundamentals,2021-03-05,2025-11-14,7756bf1da868603575bd572475caecbf64f11d95b78c92e743bbd85e87c03cc9,0.9022467764493114,1762,0.8076751474246021,0.8896316190938313,0.6865022098429119,1,6,29.6023550510995,0
IBM,Carlos Kumar,Blockchain Development,2021-03-10,2024-05-21,0349ba43522883dc16752750162469fb48e5852a79502e58c86777a20bf511e7,0.7953006813457265,1757,0.7293728059683855,0.9108077970664593,0.8897009174747768,1,7,31.65905101973454,0
IBM,Arun Patel,Cybersecurity Analyst,2024-05-24,2026-11-02,8e5f66199e15d4f8b0abc578394331825dc1e36d751eea112abbdb93901159db,0.9150549759803907,586,0.9559637522262404,0.9773530111880451,0.7820803153482017,1,6,13.51277120623707,0
Udemy,Carlos Harris,Business Analytics,2025-05-09,2027-03-27,586564486dd2f83a9c2ffbda2af04c2021140965eb11e126a9e2fa92a682ef3b,0.936514116706239,236,0.909767570023486,0.9190211535917989,0.8244845531674647,1,7,0.2857532505966363,0
Cisco,Richard Rossi,Big Data Analytics,2023-07-16,2027-07-06,2d5255802b59afb1ec4e8bcae6b1812b16f3e192871fffd12496b3c4b58af239,0.8828038808120948,899,0.9715070807625642,0.9751817918530586,0.9189325139460387,1,8,14.979537059446546,0
NUS Singapore,Fatima Brown,Mobile App Development,2022-06-02,2024-01-01,39c3875d28eb79f89e503e3ca6e5562310a2bc392c0ddcd8f9b942a296b5f35f,0.7031060240437517,1308,0.7893690111786164,0.9519391539724105,0.753415775560468,1,6,17.452046960595112,0
CompTIA,Sophie Kumar,Natural Language Processing,2021-05-13,2026-03-31,1524636dacd43636cdfd525ad18240a28a312b18181a474c4cf9d1c651610db5,0.6623060697097443,1693,0.8458578361506479,1.0,0.7557666470550667,1,9,45.424635223405346,0
Microsoft,Carlos Brown,DevOps Engineering,2022-11-04,2027-07-04,6f49c238f1e261078bbfa1c7a725a47408b3c6806257e17c47344cba143b0007,0.8913057461462699,1153,0.9648020393083834,0.9081351227082435,0.8674500312084433,1,4,36.604766116134876,0
Udemy,Linda Thomas,Quantum Computing Basics,2021-10-22,2024-03-04,c1bcca5872871d4806f7a15a7b500a9ad5239a216faeca79a01ac1a5c0ea2194,0.9249466851131839,1531,0.9370115335311219,0.971005339294032,0.9412708491861828,1,6,12.486056903880538,0
Harvard University,Fatima Kumar,Machine Learning Fundamentals,2024-02-12,2026-06-19,206dbbc73fca92c9641640ad822144af40beb96bfa96610dfad8b5b561918eb1,0.8215993368806521,688,0.852671868203015,0.9499398984598776,0.8694274291081411,1,3,8.551268656295145,0
FakeUniversity123,Barbara Patel,Cybersecurity Analyst,2025-09-13,2028-04-13,513b5cb221d1d2be05966c810b4afbdfb4f1fdd6434dc8561e908f846323909d,0.2855,109,0.3215,0.8321,0.4001,1,0,31.94,1
University of Toronto,Arun Taylor,Database Administration,2022-01-15,2023-10-05,157c7d51d1f9a14f2c861ec6a1ff652dd895547bb1bd4c8c475622f0002a9553,0.6218968474198235,1446,0.9728141172891664,0.8574776624151251,0.9167191013769065,1,3,14.107820762129707,0
edX,Jessica Jackson,Data Science Professional,2025-09-04,2027-03-09,43498408a639cf0ddd7a5273381be4d2148c1d911b12986b9aa79c2105401884,0.7058616258940399,118,0.5498384330658926,0.9331350361951476,0.8284144758299224,1,6,5.819988557490405,0
CompTIA,David Tanaka,Data Engineering,2020-04-12,2024-03-06,01360beee13af132a6deffe2b740368a916b81f195e784fc4b5de8070fa2ce32,0.8726326528408543,2089,0.9046364656455815,0.9541345623679387,0.9795654893076671,1,6,4.061309182507088,0
MIT,Yuki Mueller,Natural Language Processing,2021-09-01,2026-08-24,f59e8b327ccd2485d58232ad5c552775a71255b8b4a44dec982b5282356035f3,0.9481682605061085,1582,0.9323384605266398,0.8804485393581388,0.8488557588607366,1,7,7.268531653819423,0
IBM,Jennifer Wang,Data Science Professional,2020-04-16,2024-02-03,1d805d921f77479880d2de298bb814529bedbb7a3f673cf79820556bd84c2553,0.7273725690976957,2085,0.5734784565346644,0.9345337579599223,0.7383788902908027,1,8,9.15791888688518,0
Coursera,Thomas Davis,Quantum Computing Basics,2020-04-24,2021-06-14,6070e196d80a6557b9666976c0c3ba4efe50741a850ea88ec22913c4f8249ca1,0.9882448500428573,2077,0.7942684425129004,,0.9773557480477343,1,6,49.138304912863,0
Salesforce,John Jones,DevOps Engineering,2023-02-01,2027-01-03,e4479ab5ca761ca89dbfd39147c3ab4ef93a236c86ebe8dbf5e7ad3bc2415452,0.7683985864100367,1064,0.9499332790393832,0.8402521084013288,0.5576261040678054,1,4,7.6630944553671245,0
QuickCert Ltd,James Smith,Business Analytics,2022-05-18,2025-03-04,3458dce45902645a5cef522ba732e79a112b969747078261bc191025b7ca62b5,0.2476,1323,0.677,0.5916,0.2124,0,0,25.04,1
MIT,Mohammed Chen,IoT Development,2023-07-27,2027-09-22,18d05678a57a941d40fb263df143688d8a94dfa03e38f857ea9fe3cfd3304046,0.8997948072029547,888,0.7438938502230101,0.8606746395445226,0.831323546498519,1,3,92.00153963305138,0
Microsoft,Sarah Mueller,Cybersecurity Analyst,2025-06-27,2028-02-23,26e48806e2ddbbd582dab26d0af04950ce638ec666f954aeda042b1fcfcfe9e3,0.7900222560718835,187,0.8960358129324254,0.8613813239636249,0.8316449545513573,1,4,10.02042320433437,0
Cambridge University,David Tanaka,Cybersecurity Analyst,2024-12-08,2026-03-17,da411caa43c1d06bb26c115aad50fb9ee25bedc7b4096fe5b6f4b93bebb05a8d,0.4970112164296876,388,0.9700786083171918,0.9119309694742581,0.9387492393381237,1,3,6.088124200098385,0
NUS Singapore,Richard Anderson,Natural Language Processing,2020-05-09,2025-01-11,84b1aaa1ad3eab898fcfc5722d493c037431b3345b86ae7364c976534b8b2882,0.4926527363803851,2062,0.968750255013919,0.863035276591085,0.8179644590619854,1,5,35.68534019420324,0
DiplomaMill Online,Elizabeth Kim,Computer Vision,2020-07-08,2021-12-02,9c9eba68e4ef420b3d4247f5328b5c02d07d2ee996c3bb129fe9e90f433df55d,0.35,2002,0.3132,0.7579,0.1944,0,0,268.5,1
Microsoft,Yuki Johnson,AI & Deep Learning,2020-12-12,2023-02-25,8e86ca80d5a9e757437508bfa33b730c31564f4886d767c37a9dbd051c10b8de,0.6791217614151344,1845,0.9826084793064511,0.8792566461946701,0.8756846686609818,1,6,36.856888251951524,0
Microsoft,Joseph Santos,DevOps Engineering,2022-05-23,2024-01-25,675c3c1b0b908eb58d0496bd9b56a2545824b870b08e73dfa6276308311da2f2,0.7633830951370704,1318,0.881607116225772,0.9027916859968416,0.9506037306039692,1,6,70.24410208600695,0
Columbia University,Joseph Garcia,Project Management Professional,2023-09-02,2026-04-05,abfe1326ebd109e5e9f3c07791d9640335e15558be0406a443316b8738601e8d,0.67200261031972,851,0.9420932428778388,0.9366200996977513,0.6195959630857875,1,3,55.27300075402657,0
Google,Karen Rossi,Data Engineering,2020-12-28,2023-09-30,dd11f8aab76b784aaa85e0f2aa7d889ca121b0b8685f51d25abae8db82210bf7,0.9086611325713108,1829,0.9409449691187229,0.9496943444659325,0.9275283135104072,1,2,64.28081865886358,0
Stanford University,Thomas Rodriguez,Business Analytics,2023-05-30,2027-12-07,95996188e1883772d7fc2e1ea2a131cfa15ca83327728a2939c296c5d4a74454,0.8887312079437986,946,0.8530040138129188,0.9590823769119016,0.8319469768805203,1,2,9.37824824472787,0
MIT,David Williams,Full Stack Development,2025-11-17,2027-06-30,ebcbbeabbe1532ba5fda4f25a8d66d39a6147f0f19802a7ba65bcd1a100a7ecf,0.8249379595716009,44,0.782189897789407,0.9629859859222496,0.9563524157770313,1,3,28.783319311294022,0
Columbia University,Richard Kim,UI/UX Design,2025-04-10,2029-06-24,244e3937640e8e2897caec55a56ca65fa65308a66c14c8a36b79708405dd2132,0.6852867327556605,265,0.5966695706397068,0.8416919737657345,0.9034005132627895,1,9,22.06489789225702,0
CertForge Academy,Richard Rossi,Project Management Professional,2026-05-06,2029-06-03,76874ab18ce2b7313164466b7a199e9088217b9d5d36044f817133f69bab1fd4,0.3265,-126,0.3969,0.8392,0.4921,1,1,15.34,1
Salesforce,Jennifer Taylor,Blockchain Development,2022-01-18,2023-06-21,e3e2a0d51474df9b1d81faf3ea1a9dd64e8d7d7598e67be0fd154f0e37148665,0.8787667887450185,1443,0.943265797307006,0.8661512226834746,0.9657533356886389,1,3,25.013928940870116,0
PMI,David Rossi,Data Engineering,2022-10-14,2026-01-02,9901d0f750efaf91a21e74107bc0dc7ef9ac06031832056888f076c18ecc2fc9,0.700728536965901,1174,0.7010263486217192,0.9538770797492411,0.8153313954000245,0,4,4.334790175944375,0
Oracle,Ana Smith,Natural Language Processing,2025-06-29,2029-03-21,7c80da9f7a545f7c5c9590d7c7721e5a9111a6efdcf42e320480fcd1e8814363,0.6310521135643291,185,0.9654805917396935,0.9289327915091508,0.9693493361781275,1,6,59.85755252823916,0
Stanford University,Yuki Johnson,Project Management Professional,2023-10-17,2025-11-28,4997faf343c91a413788a24804bf71702225d711856c44e8be863a15f740130b,0.6338801540219202,806,0.6048282739193279,0.9267085738234943,0.8264290474105136,1,7,22.506736588472457,0
IBM,Richard Wang,Blockchain Development,2021-10-01,2024-08-07,e645b831ae3ab395d02c98558f8bf2197bd032f13a25a70d022736a3d8b6c014,0.7404782447299855,1552,0.9138975351703021,0.9642117674711141,0.9513627589183458,1,7,174.16969401201823,0
Johns Hopkins University,Patricia Thompson,Software Testing,2020-11-26,2022-11-05,4d3a484a3c451258869d81b499b1b8f4fbfb18b7270ea84facc97fd1d1873c80,0.6859594518523231,1861,0.8615545551013286,0.9433566406281079,0.7630138096832616,1,5,90.40055964295328,0
Cisco,Arun Kumar,Big Data Analytics,2023-10-12,2025-06-25,56ce7b2f9b6f4807051ac724c4ccd534103338daf95c2461200bbc9772bb9fc9,0.8957958853774978,811,0.8686687425514287,0.8787624035463067,0.9882956238203221,1,4,99.9708553057203,0
CertForge Academy,John Mueller,Mobile App Development,2021-09-18,2023-03-20,d23818779be7858a14872d4faf8e027a505806712cb7da9e102d73e527f3bcea,0.0679,1565,0.3996,0.7853,0.0304,0,0,13.69,1
Yale University,Michael Martin,Software Testing,2020-12-27,2025-02-19,36ac7637a8c568a27d7c387958f29563c845a5da2971f15471d0934431774241,0.7037624062893199,1830,0.6821907773652446,0.9527378642186122,0.9241244739086447,1,7,19.133215581917792,0
Udemy,David Wang,Project Management Professional,2021-07-14,2025-12-24,12aeb49e4ba6fdc601958f79b52f38233efb8273ec272f852db30a5dd9482bf5,0.6844965693759509,1631,0.9205716355337378,0.9173433704121015,0.8634699382044382,1,2,19.926451264067406,0
Columbia University,David Taylor,Big Data Analytics,2023-01-22,2024-02-09,aae9bf073c973c92a8d41819abad4f9928ba5236b8f42caf0242bd48f0853e68,0.82376584389219,1074,0.9743793142564255,0.913893575416709,0.8543712031424746,1,5,35.8991432941729,0
DiplomaMill Online,Yuki Williams,Blockchain Development,2024-06-20,2026-12-18,01de91300684a8634616e51487409631496429c2d53d65f4445316ef917b9453,0.1536,559,0.1518,0.6372,0.0064,1,1,15.69,1
Cisco,Susan Williams,DevOps Engineering,2025-08-05,2029-01-05,82343dbe4837c4b85cfef7f97f944943a90b57c13019ec2287ef56b8127c7f7e,0.7553384470596587,148,0.7852606047627306,0.9541204025089708,0.6018018788994817,1,8,24.561202980021545,0
Johns Hopkins University,Carlos Thomas,Project Management Professional,2020-11-11,2022-06-19,01d4d40b6ca63a67c994b48a0dbec1f341383254d1ab6aea2eb87adc60d246db,0.6602570714102179,1876,0.9506706033283729,0.9509622668191209,0.888662370414488,1,2,62.08967640040544,0
Harvard University,Linda Thompson,Full Stack Development,2024-01-02,2028-03-23,0a6dceeb8e74501bd3db363be31bc0d601fcd4c2af88e3c134110daa9eebb1aa,0.7250916881287653,729,0.8892259524289808,0.9470101050376636,0.827756748577862,1,2,55.030913307387,0
Udemy,Sarah Mueller,Digital Marketing,2024-11-10,2028-07-29,f0f50e4dcc8829438222c355776ac665f59f30a0bc8a3f6c79c37ebd110f142c,0.8923600361023968,416,0.8174167712620161,0.940295930486091,0.8364469751843396,1,4,40.45822210156669,0
University of Oxford,Christopher Jackson,Robotics Engineering,2025-09-13,2030-04-18,a222f2726a11b328c68559cb72c3da3d5b2e5a7162b5198ef0a18a28b289a3ea,0.8333722393824787,109,0.9036304164951802,1.0,0.8854927410973888,1,6,0.6236838298063768,0
PMI,Barbara Martinez,Network Engineering,2021-07-18,2023-03-18,881e78746be9c71e1373daa87f1f2fae1720ce21e538bdf70749cbae4471cf5b,0.8593166657760455,1627,0.9291703643186419,,0.8526097257244472,1,4,48.38950874708178,0
Udemy,Richard Thomas,DevOps Engineering,2023-05-20,2027-07-19,22ebcccc10334f124fe722fa9c6d45ae74b8c59e33579a58fb12738321cbb34e,0.8390033333234429,956,0.8891358838072901,0.9241910895657311,0.740902061472558,1,7,8.380455046725876,0
Cambridge University,Carlos Rossi,Full Stack Development,2020-03-03,2021-12-15,ca258c14,0.3067,2129,0.3435,0.3925,0.118,0,0,94.86,1
Cambridge University,Linda Wang,UI/UX Design,2020-03-20,2022-03-26,acfa096d6c454ab201d42b9c2c0a18169281c4f4a36dbe36260a63da9bd46718,0.868062554495213,2112,0.9235424569031863,0.9211231709705632,,1,4,75.49244830652698,0
IBM,Pierre Rodriguez,AI & Deep Learning,2025-11-27,2028-06-08,ccb0179e7b1116eb2b9664bb41620d2686b9a5ee415d0a18394bd070b6e1d152,0.873731839225736,34,0.8147719534770395,0.8708150222253085,0.9080361686468317,1,8,0.1066833945166562,0
Salesforce,Fatima Patel,DevOps Engineering,2022-11-15,2023-11-24,0f3fdd45eac4d5b02cc77c2b9745507142189787933d4a59ce47b9738a281c2f,0.7181381880130134,1142,0.7748134917415931,1.0,0.9512254740620502,1,5,2.71503395512059,0
CompTIA,Fatima Rodriguez,Machine Learning Fundamentals,2020-05-21,2023-10-30,43913ea4a3d77f307f4c3126c6037d7e559fc476f01b64a28cf5f3e46025e38e,0.9148406157451492,2050,0.9069899537462697,0.9577270390007452,0.950517489486528,1,8,35.26173237177167,0
AWS,Sophie Anderson,AI & Deep Learning,2021-12-21,2023-02-16,938e61238d11477dbe967098ff26e43a9a1f59df1bdc29a90dfa7cfdbc2d5780,0.3164,1471,0.2215,0.6196,0.3333,0,0,54.39,1
Salesforce,Wei Anderson,Network Engineering,2021-09-26,2024-03-07,acec27c40bf0df631bc1091d99031dddbe8c7c243e9b10635211e7221cddd5d5,0.6664483078113452,1557,0.8198747048349689,0.8278139591814884,0.8276773282845535,1,7,1.7817230736271878,0
Oracle,Arun Thompson,Cloud Architecture,2021-07-13,2025-09-15,e2c6fabcba16092ba2df1bb7854083e7761bf5514a966bd5ac66e8a8987cb065,0.9782868390354127,1632,0.8964066441881199,0.8868863337864444,0.7589853531620532,1,4,1.7119170737443898,0
Stanford University,Sophie Jones,Digital Marketing,2025-03-04,2027-10-05,86d64f9974098abee2b586a81a89d3d0de8bc93aef2a983d4d54adbd0c803107,0.7813633147916922,302,0.908292916191355,0.9542281763939939,0.949514823562687,1,2,10.672871607696477,0
Salesforce,Joseph Taylor,Quantum Computing Basics,2020-04-22,2023-10-20,ceeab9755948f2a27e38e528e4d50277a8ccd047286259e77d64408af791d28a,0.8197639019134497,2079,0.9145795615576168,0.9777476725008748,0.9157032154467463,1,4,21.96444041638664,0
Coursera,Thomas Garcia,Quantum Computing Basics,2021-03-09,2022-10-09,ab70fcaa106a9a1ac3cc854e6ec04e4cfbf3c7a5354cafbf6ec72bd047edf156,0.9629550908207004,1758,0.5663154067824947,0.864578008190942,0.8122637651362955,1,8,8.127629659217815,0
IBM,David Jones,Natural Language Processing,2020-08-28,2025-01-29,7512c3fe3910137aa4c5977a0e1c2a98f02198f15a66f06678cc4d9e6f2efa37,0.8517528395190608,1951,0.6389497852611724,0.9541706548849905,0.856135456510252,1,11,15.984462684197547,0
Microsoft,David Chen,Software Testing,2022-10-16,2024-01-13,08b483bdd879d2020e5ec5ad587a81a3773471abe7758d81b5c3507d50d4e097,0.8040307785968669,1172,0.5758631285477068,0.9655402866007103,0.9702514061068329,1,8,18.096243532793824,0
MIT,Richard Rodriguez,Data Engineering,2025-04-02,2028-04-21,e45e55ac30c19d8b3d27936c37727176198238b9bc9dba6ebca28d51d504ea35,0.8471171533151634,273,0.8093885187035927,0.9005794079784736,0.7987727120305776,1,3,6.816947595070315,0
IBM,Sarah Anderson,Robotics Engineering,2025-06-03,2027-11-20,9daf8b80d3cd9f7037c8152d519616bb8ad7be6c6c63b54ed85d8fcc5246ac8a,0.677385145688548,211,0.6447804522310353,1.0,0.6896775536320147,1,7,147.6223731312323,0
MIT,Mary Jones,Data Engineering,2023-08-03,2025-08-22,a305e26537d2d4f75fbe8a2a7ab8a5e95d920518c6eadbad2aa64e6d95fa53f6,0.899895213735587,881,0.8777242837658253,0.9217750893499794,0.8123212257476847,1,4,18.289079361521047,0
Adobe,Priya Rodriguez,Mobile App Development,2025-10-07,2029-03-07,4d039ca3ab8228764c33b1c024d495d079b2e57b2cb5befbb23471398f943b03,0.881427275452853,85,0.8940258640186199,1.0,0.6494226949839803,1,5,28.891935479575093,0
IIT Delhi,Joseph Anderson,Network Engineering,2021-08-05,2025-03-06,bae73a36011d798bcb6578296d7db989cc605023c97c89277d4a30b178641ffc,0.6932843426171797,1609,0.8476003807768965,0.9533005983081376,0.6416099709369288,1,8,4.055715913543681,0
CompTIA,Thomas Santos,Big Data Analytics,2021-06-20,2022-08-08,2222d713d81413cfe73a3bd66055701d359b15a0debad3fc0fb567d5c10a22f1,0.5665391257907071,1655,0.8974369097037871,0.8850893999148852,,1,11,9.259526374042377,0
CertForge Academy,Sophie Jones,Project Management Professional,2026-10-13,2027-12-01,679847e54d1cc405d0cbd61f07e0c4b4c4c929609588ffc1dbea63c0a312794b,0.3537,-286,0.2105,0.5397,0.3871,0,1,101.21,1
Harvard University,Elizabeth Hassan,UI/UX Design,2022-04-15,2026-11-21,62ebaad17716abd7508ad12697cb0c04a985565d0910b95ea4304b241929bbdb,0.7363052152590467,1356,0.9012575169914201,0.8725925253597271,0.939262264687048,1,5,31.560497514317593,0
Microsoft,Joseph Hassan,DevOps Engineering,2020-07-16,2021-10-17,58fa0adb30511354b76cf0029b4b0a2cb3ad0eff336c32c5d57b0b1ccdea0c0a,0.8482326913257499,1994,0.6387145303068765,0.9341476939357954,0.9111241593503778,1,5,21.17726141375832,0
IIT Delhi,Thomas Smith,IoT Development,2023-11-01,2025-08-19,9110ebc9190902981c10a46c81589e7d8a44afc5751f9b84086941d7e2106231,0.6735569554517333,791,,0.8680345859687453,0.9634711606528583,1,3,83.70998207865057,0
AWS,Priya Rodriguez,Big Data Analytics,2020-03-07,2024-08-12,5df6d1a261640e55cea361798137437a8b221ee93b9a2b34bae099c79f03de17,0.7796299990977625,2125,0.9037188774773114,0.8696270073144722,0.8291110925663832,1,6,9.426037915960498,0
Microsoft,Arun Hassan,Project Management Professional,2022-07-29,2024-07-03,0558181aa12b6e939cbf8f36652ee3514d89d918283be6adff73984de2a3e173,0.6137999190777842,1251,0.9488260503127584,0.9436703707856233,0.7855496664708493,1,9,23.750300013624926,0
Microsoft,Karen Johnson,Agile Methodology,2023-08-25,2027-05-10,5c2a0b9d99f34a8d4cccd77806e6d91af609a6d2ca13ea684bcdf92611cbead7,0.9084189814368523,859,0.870609499489036,0.9973398811116336,0.7804938236927396,1,7,10.36152992133786,0
Udemy,Priya Anderson,Quantum Computing Basics,2021-05-02,2025-11-04,3b7d3a5f1a4a6200c55d28f5dfcbe164ff36371a77d1ed7104e04dab0176708e,0.8101794086382599,1704,0.8927405272054316,0.9369313015290477,0.9206238205030169,1,6,71.89605197204848,0
University of Oxford,Linda Rodriguez,Cybersecurity Analyst,2024-10-17,2027-08-30,d7401e6d3633061416a9d57d9e5edcda2d194614eb507084013739a6d90c7e58,0.5826806177733912,440,0.8644401952618714,0.8982558950111856,0.9630595028967806,1,3,17.939057387863574,0
IIT Delhi,Mary Tanaka,Database Administration,2022-07-13,2026-05-01,d712a68de647ad8776e80582655bb410c1cad7ad81652aee56dac1c86863f598,0.87252219422134,1267,0.8158100767767421,0.9178198828606593,0.8242029319314856,0,8,51.26578280111185,0
Johns Hopkins University,Sophie Brown,Mobile App Development,2020-09-10,2024-07-10,35869b328aecddb644344fd51e0c254c83e624fec2fa58b9c72ae15837b4c884,0.726023431044573,1938,0.9266666683339025,0.9191878447694736,0.8886470650214963,1,4,24.561427546776994,0
DiplomaMill Online,Sophie Rossi,Mobile App Development,2020-06-20,2024-02-29,43d1d4695c06e8aaff371d4e462be194c7843b3e35f0c869213db13cd87c0881,0.2337,2020,0.0692,0.4179,0.0409,0,1,17.63,1
CompTIA,Wei Thomas,Agile Methodology,2023-02-17,2027-09-17,0fbd875af00a9aa80d92780093d062f24517565638c6e6c3e1a062e9dd63bebd,0.9168863873411411,1048,0.9380746827549584,0.9291114471126657,0.9363793734675748,1,6,29.025960944403113,0
DiplomaMill Online,James Mueller,Mobile App Development,2025-03-28,2030-03-14,395bf9ea2b37051d9478e8dc0,0.2457,278,0.2742,0.6034,0.4451,0,2,16.29,1
Cambridge University,Linda White,Data Engineering,2020-04-01,2024-10-17,6e6fa91e6a1d22c27ec86c639642d4f156f75fe8797c387858489733ddd05096,0.5233584081564056,2100,0.9678567329744536,0.9988549840632898,0.9703659295349484,1,4,8.700766405245508,0
ETH Zurich,Ana Patel,Quantum Computing Basics,2022-11-26,2026-10-11,45f83c65276ee4c408780e8aa3f14d2a7be56c6bc47100dac5f3c5d8054fa199,0.8218830832684805,1131,0.8522381154468469,0.8684086724635783,0.8311688872490554,1,7,47.183208959752214,0
Coursera,Richard Chen,Natural Language Processing,2021-07-08,2024-03-23,e7b7e8083ece05d0d967698323ac8707881d9d1b4150e2442767fbf5d23094aa,0.8338069925903024,1637,0.7978895668177617,0.9457579660596964,0.8933042450285742,1,7,31.686774039761822,0
AWS,John Anderson,Big Data Analytics,2025-01-04,2029-08-03,17342f5cf483bf50e6d79324e748fa34aa1a8fcbdecd7fb8dab13d469dcd30fe,0.8796298958509257,361,0.7760099080143041,0.9009869890824261,0.9745063481672418,1,10,19.64843341894283,0
AWS,Jennifer Dubois,AI & Deep Learning,2023-04-30,2026-06-30,b97c6e1b6b81a7bc73b67bb647644a26e4c5520845c9d03c97c20877ef4d7088,0.8027740991829264,976,0.9591714740470083,0.9009959651260188,0.9481502836068271,1,6,16.79536180317776,0
Microsoft,Robert Jackson,Computer Vision,2022-11-03,2025-09-19,6275fd5145dbd0f0d316ca81b17cb84ad2246b7544df2c91962c52741791e363,0.5873911987017856,1154,0.5730096053571081,0.9913419322751496,0.9606556680092835,1,9,45.87832243188548,0
IBM,Mary Santos,AI & Deep Learning,2025-07-13,2029-04-07,773c4ba5c8aa82a0a3d8561215188468c2daaf3546bb53fc3fc9daf278707b4a,0.7352960632669177,171,0.7240915699004293,0.941074256802817,0.981296016444938,1,6,39.532051897229806,0
AWS,Pierre Garcia,Business Analytics,2020-10-21,2025-08-13,af6d20434d9203dece5d9fbda5df942db9f77cae09970055f0cb7e1616829336,0.7644993832806213,1897,0.39197310143548664,0.9173551997291998,0.6883498367978885,1,5,7.0727845649288525,0
University of Toronto,John Davis,Computer Vision,2023-11-20,2027-03-31,daad1cf95264030899429193acb31b747dbc7fe4f3c3673ef8f67b42746bea76,0.723410354672823,772,0.8046492306403619,0.8186507355754802,0.6140919247941501,1,8,8.111928019252952,0
IBM,Barbara Miller,Data Engineering,2025-06-14,2029-10-28,ec9109e1e4837b103d6bb3b4f99134f47dcbb1e1ce4408247a0c83b18455236f,0.5974212680082188,200,0.5780859883606235,,0.828271602769246,1,10,60.59848185699855,0
MIT,Ana Brown,Computer Vision,2024-06-22,2026-11-03,5a714c9ed653db611c1045d68556fb47abdd84c07a3cb0abfca99073d26b55ea,0.6713150496246846,557,0.8599583067203552,0.8521704604540598,0.8023509117674656,1,3,64.54535214772834,0
PMI,Pierre Mueller,Natural Language Processing,2022-09-10,2024-03-25,e7c9e3fc3ed7ffdc19b4e97fac0e792807b59de461bb3aa6bd5af563a0e04474,0.9226122068237729,1208,0.6346565850653004,0.9372536393284346,0.7616580123802715,1,3,72.63898223097183,0
Columbia University,Michael Davis,Agile Methodology,2020-09-01,2021-11-14,cfd68c75ac882c193dc8efa7334caaf320afa99d8eec219a49f18104c8db6ec5,0.8642768873478299,1947,0.7145606362804969,0.9262108161312065,0.8706992991985516,1,7,30.325042280204336,0
University of Oxford,Mary Santos,DevOps Engineering,2023-09-27,2026-01-26,8e4354a3c03f3d130231a9b9056900765b192a97d8ce310353c7b0b06b581cdf,0.6730469791720745,826,0.8350316185616433,0.9044425031874251,0.8824746855039481,1,2,0.9707939205389283,0
NUS Singapore,Richard Rodriguez,Cloud Architecture,2021-12-10,2026-11-13,747e96dd44d4d4fb8f2d4b7ec25f99c518763a8291d041b73e85bc89c0e5f290,0.7876094605237058,1482,0.7903960449240389,0.9328775195361383,0.8804988286074911,1,4,9.798777630311081,0
University of Toronto,Barbara Anderson,Agile Methodology,2022-11-09,2027-05-01,85725f17b0fe8df0c6afea375c774a1b142862d68b2746aa2f6775c444c80562,0.9050521903621813,1148,0.9419684057046134,0.9560090750046508,0.9262319279000794,1,5,44.84716746970465,0
TU Munich,Fatima Harris,Natural Language Processing,2022-07-22,2024-11-06,65199830f58003e5048524dc5b3ec4cafb48e18aa0f05f6b6abdc7f816a00b23,0.8534525852741114,1258,0.7334346589618213,0.9288970855791183,0.9281103662379636,1,7,21.74575770104356,0
NUS Singapore,Yuki Rossi,Big Data Analytics,2023-03-24,2025-11-07,01e25e42365a48f5421c550588fe9a7f506d4790d87df8605cced65a4e525130,0.6570573564245272,1013,0.8916574626559327,0.7920911813559661,0.6968203273851604,1,5,59.680227210371584,0
IBM,Richard Rossi,Big Data Analytics,2022-12-24,2024-02-18,f608c115f0a823c87af400886d8f2afbf3adbbcfbd97168c805e329a79ca880b,0.8502941567160187,1103,0.7733386636532673,0.878105902305113,,1,3,52.24962860218845,0
Johns Hopkins University,Jessica Martin,Data Engineering,2021-12-22,2026-04-05,0a7b7795a111857fbd8c7b2c0fe493ef8d4c56a91f1871a3d64d9f6cd93409e3,0.7330257644676977,1470,0.9671259061599523,0.9729014456572178,0.9476808112831997,1,8,25.166898803117714,0
MIT,Karen Mueller,DevOps Engineering,2025-04-04,2029-03-25,7aeaf104a1bdad9a323720e15c06a70a01ab269c2718e5c59b30b771b3ae3ccc,0.7932156869415856,271,0.9553890542858666,0.8849275321450005,0.8469304897448979,1,5,1.103074421939828,0
MIT,Susan Dubois,IoT Development,2025-04-13,2028-08-02,45c5aad74fc00bd771aa41c755ffb6d57ee9170e96610dc0537da24d76949209,0.935800387149745,262,,1.0,0.8324871242206496,1,9,43.13161092228086,0
Salesforce,Christopher Taylor,Software Testing,2025-04-24,2030-02-20,0cea6bfe7b28f8adbb790c6e53b294278fed2fa1fb0805d12d5cc656f17d9cea,0.7035305526623072,251,0.9008689670242156,0.9589541196239961,0.8699677128846113,1,7,18.9237410915587,0
Yale University,Elizabeth Hassan,Agile Methodology,2025-06-29,2029-04-20,a49cc7ac1a7fe4133f9bc077d985d74fdd8c14a3c0740022d9c10e36eeeaf686,0.9467746081168107,185,0.9642485490246883,1.0,0.9747775494419303,1,8,34.04628110430487,0
AWS,James Kim,Full Stack Development,2023-06-03,2027-05-15,9becb289fcd4aae81eaf7e74474b0dc291b452fdb8955f51092eea9405679a26,0.83804480163592,942,0.64396858024653,0.8762489275534313,0.9199293310107071,1,3,26.595787501397872,0
Oracle,Wei Jackson,Cloud Architecture,2025-06-26,2027-07-24,95b870a50573dd2f37a6b37089e4ea5e2753379c22e553c60de17e7834427218,0.6499598779662706,188,0.8825160127574646,0.9594724970458351,,1,4,0.6039114620817176,0
University of Oxford,Pierre Mueller,IoT Development,2021-07-11,2026-04-01,55a3e5851deb0a771de8d9a256ba35e3023929ab1f6a0a14530451a3ed50020c,0.7070646731816886,1634,0.910005485206919,0.8906917870522115,0.9626069329789525,1,7,7.549813127080035,0
IIT Delhi,Arun Dubois,Robotics Engineering,2024-10-28,2027-11-03,c1b4fa86d65a5fb8b1de902ea096b066b0f14fae642da4f3ad501f31e318e0d8,0.8286262072156942,429,0.7269917576516551,0.9505121213357375,0.9276526984528616,1,3,0.5770565523288905,0
CompTIA,David Garcia,Natural Language Processing,2022-01-17,2024-11-08,8b1471fb5b1784c8651efec6c5a2c353ac27d42bbfc6848e0801d015e94b9d13,0.8942618300190295,1444,0.32017500438866614,0.9107404899052184,0.8389550722394489,1,6,8.267729977601382,0
Adobe,James Brown,Database Administration,2021-12-02,2023-11-12,8f3076009a313635ddc0beb1c0d82883e6fd656f530e69b482fdb98939d2cff4,0.6754398726839115,1490,0.8746627173154593,0.9452841307366365,0.8727741688491866,1,3,38.85137335683432,0
Udemy,Arun Patel,Blockchain Development,2023-03-13,2025-01-28,f36a684519bba8cea6d07e3513dc4ee29e8889f6ad01e8083df9bebd857c981b,0.8459939627019353,1024,0.9870405762938333,0.9670392813962301,0.7999367672033392,1,5,17.835562380078063,0
Oracle,Jessica Williams,Quantum Computing Basics,2022-09-02,2025-05-15,91313a32b42e68cebd06855c50e2c302fa5633b1d99537bd99ce87fa5c7f1cad,0.7638558086398675,1216,0.9320167316899408,0.8701426915835766,0.7812111217289537,1,4,112.78568603002694,0
Johns Hopkins University,James Williams,IoT Development,2022-05-10,2023-10-29,dec84982f48ff356bf8dfa0005281e0d0872ebf32725efde866e811130fce1a5,0.8231446775762569,1331,0.8054518146970959,0.9259099969472673,0.9836435168054344,1,2,37.06955318071183,0
Harvard University,Jessica Ali,Machine Learning Fundamentals,2020-04-11,2022-03-07,c3b5d5a69340cb867783c927ed9251b27724de2b9a59bbad62c094ebaae4bea8,0.9449045132879462,2090,0.9748712012240331,1.0,0.7774223891824297,1,5,87.49509791227422,0
Cisco,Ana Thomas,Agile Methodology,2020-06-22,2025-05-16,49fe94541cc2a7703dee1ccfe080b8f94bbf3e4dd248c593a23b67c7d6aa3656,0.8970582776849126,2018,0.9161461614543979,0.907890747539013,,1,5,85.03422524254411,0
Google,Elizabeth Martinez,Agile Methodology,2024-01-13,2026-12-10,857a5b195e5f16013d80e80613f0961a6470225366ca96ef144430cd3fd46db7,0.6753793070184979,718,0.5402881438451692,0.8916931872788573,0.7757360827686622,1,5,36.81704142900128,0
TU Munich,John Wang,Full Stack Development,2022-09-22,2025-06-10,2ec6dff75483a23e05c353c265af099aab09760e274428d5eae6ee03832dd336,0.7436444892005358,1196,0.8216871212925558,0.9279567124805701,0.967590827191011,1,5,35.6560654369566,0
Yale University,Fatima Miller,Data Engineering,2022-03-01,2023-08-20,3c3c5d6338a257fb82867cec34c0bbf2707125ae7ac78d2212ecdaf122a410c8,0.1104,1401,,0.688,,0,0,132.17,1
Oracle,Robert Chen,Quantum Computing Basics,2023-12-11,2025-10-03,e47e404e163bd1cb6a82f79b596af516b708709defee8b077ed90a55cf7ceace,0.9592741921355573,751,0.6301155555116301,0.8638787069386372,0.9922493570234692,1,5,26.109923283815785,0
Adobe,Christopher Anderson,IoT Development,2023-08-08,2025-03-25,fa1982f62577f25a1d637cc77127bcf247ffee6d6c894802516cf98f2e91c503,0.7171954859757114,876,0.83796857153989,0.8844433046117215,0.9600076108927921,1,6,2.192751474692094,0
Udemy,Barbara Patel,Natural Language Processing,2024-05-12,2026-10-06,d061fca99212e2d923ab383e75433982c7394d1fa329d54f3863ed249e59017c,0.7853318873086456,598,0.868994988275916,0.8853043353629669,0.9207950065437321,1,4,27.576510981133524,0
QuickCert Ltd,Jessica Hassan,Quantum Computing Basics,2022-04-21,2023-12-15,ecdaddc92ce2f4d827ec17aa8f6c4f3edf484a09422196ae84680de6377eff76,0.1409,1350,0.2282,0.4219,0.1491,0,0,93.79,1
Yale University,Barbara Brown,Robotics Engineering,2022-01-27,2023-05-25,8b6ce1b0559992f482ef1f79bd304a6a3b3ed4697fe579c84a1a9e4ad5cdd0c9,0.7510912480125052,1434,0.8736134158272357,0.971942114042665,0.768577826454217,1,8,100.95668685177581,0
edX,Jennifer Martinez,Database Administration,2024-02-23,2026-02-25,4cbf178b04d4d63d41063f030c408d894c98c8bdfdd5fc4b4acc075f748c1a5f,0.8384975180154411,677,0.6961514086327939,0.8744458205036241,0.937819507687029,0,6,2.7113383234490116,0
TU Munich,Yuki Davis,Machine Learning Fundamentals,2024-10-03,2027-11-19,56d5cd222934e2045bb6645d4d978a1893e5f6ceacbc0323939e5c9fda29f842,0.9056503608438082,454,0.957495677644094,0.8998910853561719,0.8985878114410322,1,5,3.8055279974320873,0
Adobe,Sophie Wang,Natural Language Processing,2020-10-18,2022-02-21,476b9ff97d2230ccbd4ee3f7bdd1f850bf976aba6cd96c16a76906445349c65e,0.7771581130874294,1900,0.8737733758313418,0.927127769124371,0.8542678310167209,1,5,29.74478898265347,0
AWS,Christopher Kumar,UI/UX Design,2022-12-12,2024-10-31,429230b19de2014b789d59afa8f865449df4dc465fa8ce4dd0c6292ca1a6ee8a,0.6640496842383237,1115,0.8932242508970938,0.9458754262467498,0.6928039739948965,1,2,17.226863489372118,0
Coursera,Jessica Thompson,DevOps Engineering,2025-04-27,2029-02-12,06e424307e1553d1696e3c937d68a22de2242497ba13026dab0e273a15f19ce3,0.9091607062107004,248,0.6977640158252961,0.9501540393532759,0.700563506691076,1,8,0.8777828449180697,0
TU Munich,Joseph Mueller,Software Testing,2023-01-06,2026-08-12,3d6302378835b7146b111ad3323f8dee76bf3c05be80ea65dfff31e08232b096,0.1587,1090,0.4457,0.5409,0.3058,0,0,306.06,1
CompTIA,William Chen,Big Data Analytics,2022-03-08,2026-09-27,9d935f366ae664ec55abbceadf100ca380e1aea5039f57620e09527d729f985c,0.9596451548632118,1394,0.9323715197559678,0.9504765004235938,0.9745532296246108,1,3,40.41182040012443,0
Yale University,Mohammed Rodriguez,Natural Language Processing,2023-01-16,2026-04-23,324bbe1dc6856db6cf56e801d26ee8798c9f04f5acb0edaffce22682d4de4f61,0.6873495105758957,1080,0.8676496471862386,0.9824751121779108,0.9146986713417122,1,10,8.022157082238916,0
CompTIA,Sophie Mueller,Data Science Professional,2020-09-13,2024-02-27,26a304e594fe4854d30e3eafc86040d5398ff4d31f1ccb02132c524e0edfd9f0,0.9690950888261189,1935,0.5781261275462419,0.8462822985507128,0.9088100472846317,1,7,48.08818616315368,0
Harvard University,Karen Johnson,Software Testing,2020-03-10,2024-03-01,b8c975e2c97e73db43ba0947d887590376273e1b5fb66172ad425d174420cb6d,0.7526650520491237,2122,0.6691657694513826,0.8975903311988881,0.7923080676761972,1,4,33.835839836563494,0
University of Oxford,Carlos Jackson,AI & Deep Learning,2020-01-22,2023-11-28,f8c1fdecee9c504a02a56a564fceb2feeb318fdd3412137e15d00eb221a498db,0.5774040848493512,2170,0.9708139699024866,0.8679172924770006,0.8059543892346891,1,8,14.707251451826584,0
University of Oxford,Wei Anderson,Cybersecurity Analyst,2021-11-26,2024-07-14,a647915d1b3aeb3fdb746895e7c79103d5a8fd9d19f67463caaa1f617302faf7,0.8688430930817741,1496,0.8046745669501851,0.9014371099162117,0.6384275514142773,1,6,61.42840298033117,0
Google,Yuki Kumar,Software Testing,2021-10-31,2024-06-11,afdfbd265d344586873e120739286771dbe15e9815397b276cccbdf1315d945e,0.9667370599734183,1522,0.7121882383045375,0.9688751554047037,0.977528049706169,1,5,41.4187445138302,0
Harvard University,Linda Taylor,Business Analytics,2022-04-09,2026-04-24,dfdfa867ff52c9cd86e3f20db02f4e03610cf20fc7b69953d7c2500ffb60eb15,0.7353581448336859,1362,0.8079297548074957,0.9942603345398467,0.9405916471834163,1,6,34.81354584859843,0
CompTIA,Fatima Johnson,Big Data Analytics,2022-10-10,2027-03-18,2707fb86e99d3d0d8b221e581604ed5da6d2d1bdbf84a5fa3cbfc52865f49ef6,0.9730307593045561,1178,0.9583574279861535,0.9191571682198164,0.9461378580997358,1,6,10.120135623922147,0
edX,Jennifer White,Business Analytics,2025-02-07,2027-10-30,df6db82bf48e8cb91a74420f4dbe4e3383f7d2ea15b2163329d21e198079a1b7,0.8439224259234558,327,0.9320897237988738,0.9127441383699876,0.8941812247538514,1,6,9.049961239054376,0
Salesforce,Sarah Chen,Blockchain Development,2022-04-01,2024-01-12,b9ccaae389627fc8f31c95ebd663c67e84117eea297fdf65552eaa415a9036e8,0.7936634523817588,1370,0.7482681112982232,0.9562251904100676,0.8435559781210107,1,9,9.168722956154035,0
Adobe,Richard Jones,IoT Development,2024-04-10,2028-05-24,7445993c7e02146715b224ba16ed8442b5fe7b86872da6597445a3f7622f1363,0.7554436908950036,630,0.7763884182031168,0.9981205249407523,0.9573997527677078,1,6,10.045531551368741,0
edX,Wei Chen,Data Science Professional,2025-04-14,2028-04-28,6f9b77714b3a8f7870f43dc701a08e44ca21792fc37db6a1a2bd0a1c47a14f7a,0.9475941419857543,261,0.7774731391868851,0.8716633540927775,0.8471455420504933,1,5,3.3549430375734715,0
University of Oxford,Fatima Patel,Agile Methodology,2020-06-17,2021-11-22,40894b7373b4dbe00593f1dbbfa3a9c0dacd1cae2d5050a043a3895922e468e0,0.8154156675866867,2023,0.9196554906420129,0.9490329199551035,0.7696565990580814,1,4,25.74086177358296,0
Harvard University,Wei Dubois,Cloud Architecture,2024-07-25,2029-07-16,03207c2d89bcbccd764b94eacedbc48cd3af50f49a13702d9d29389ddbae5847,0.8973874633457873,524,0.8104783664674519,0.9865885298303259,0.7220492987106605,1,4,0.43326170665960617,0
University of Oxford,Susan Anderson,Cybersecurity Analyst,2022-06-07,2025-05-02,3b16a4bea177743ebc6ff3552eed19d8b84de1ddca39e57c7f342f3e260635e2,0.7935606761826158,1303,0.6964871175707537,0.9494187519379812,0.862109514569692,1,5,61.03735990009814,0
Yale University,Fatima Williams,Full Stack Development,2020-09-03,2023-07-05,ab53dab0619609fafdf4b0ed0925dacc452291e8940ee55fefc041d8b1a6c004,0.854543104083721,1945,0.8798759024732218,0.9682565229260259,0.9136393654400958,1,5,9.728077740189173,0
IBM,Richard Martinez,Digital Marketing,2022-05-28,2027-03-24,e6f5bc7f48a98a9f3aa08f3c19758d2e8952b0242fcd7f3fba3036b585092544,0.8533488566328358,1313,0.9568442013112671,0.9624869722138581,0.7466270359061951,1,3,13.837603968280018,0
PMI,David Anderson,AI & Deep Learning,2023-03-02,2026-06-18,17e511a3c0b9aca78fe45b1317fb5d0701dcb9b857d83bc7ba7f6dc11035b2db,0.8898352812139315,1035,0.780557602884321,1.0,0.9984705822546543,1,8,40.68212379615409,0
Udemy,Fatima White,Computer Vision,2023-08-16,2026-06-06,09872c3da76975856af59354655c845db9f9553eb5f1faf83927e71ca87625a5,0.6909008534728431,868,0.9003336278180678,0.8790470431997639,0.879982893509495,0,6,5.608765061348976,0
AWS,Mary Kim,IoT Development,2022-07-11,2027-05-16,c82c50a519a93438186eae593d8c563fade11293ccfa58c0eb04ad6c714f4c52,0.7649720412176744,1269,0.6280511729218212,1.0,0.8641777930403504,1,4,3.1840298840690986,0
Columbia University,Linda Thomas,Data Science Professional,2024-06-17,2027-06-20,240ab0ebaeac90a34d4aa30f235cdfa8cdd56499f46b0c83c6df1e8464c7c45b,0.9526334632122234,562,0.6984172734621621,0.8989530557153858,0.7447789966375292,1,6,27.13851891387439,0
edX,Elizabeth Smith,UI/UX Design,2024-09-03,2027-10-08,1ebb3854bfaad89728f9034c07c6b831a52b7c9771c60fee2693c76d02035213,0.8496669899255354,484,0.7224074399029852,0.9297484913630022,0.7925059314169972,1,8,17.232877620366924,0
MIT,Mohammed Anderson,Quantum Computing Basics,2024-10-29,2028-11-15,503b974b1174940a2ab93e36196a62c4122b4712e598c35e8328efb1853d5e00,0.7990126562552131,428,0.8610530988595527,0.927581482648054,0.7854961526655375,1,7,2.9174474029744775,0
Cisco,Robert Jackson,Quantum Computing Basics,2024-11-15,2027-04-29,00fc0daf70295a178fde21eebb573e2d2bfc15fe4ff386bdb07a1f1116d46e8a,0.9381434234121687,411,0.936411398892762,0.9642860980345296,0.9585073566880529,1,5,38.28418110422672,0
Cambridge University,Jessica Martinez,Natural Language Processing,2021-06-30,2023-08-12,5f8687f4063265c40add4d6cdadd0abf097bf2add369770b452ba0d7db6426bd,0.8649482898116241,1645,0.8407792319746266,1.0,0.9082329617977443,1,10,163.95452274227614,0
Adobe,Susan Kim,Full Stack Development,2022-08-28,2025-01-10,12c6d77cc361a052f45c27533385cfa928750287bd8ffef76fff55ace7fca1dc,0.8568014312260447,1221,0.8261595588218091,0.9263120441296894,0.8521140379838549,0,5,20.55498978711765,0
InstaDegree Corp,Sophie Davis,Natural Language Processing,2022-08-04,2024-11-06,79550e608d443c5efb42bfda7,0.5761,1245,0.3451,0.4412,0.1429,1,1,156.51,1
IBM,Joseph Thomas,Full Stack Development,2020-12-15,2021-12-15,cede20cf629603c7fe211ae703352199de5d7ee6a38c272d729106a903a5b4c5,0.2094,1842,0.2668,0.5928,0.2736,0,2,25.12,1
Adobe,John Chen,Software Testing,2024-10-30,2026-12-12,fcffd7ad3f619828d22766240a32dfc88706c0d23992b2cca329c186f15fd18a,0.8918214561709192,427,0.7836578559879311,0.9518463046881668,0.9777967601592585,1,3,9.755986889452648,0
CompTIA,Patricia Taylor,Cybersecurity Analyst,2023-08-10,2027-02-10,348f23a95270eb3c5fc9c8d2722d821a428a6e5707ca64aaa1affd2881fbcd43,0.752943466961415,874,0.9533120321278805,0.9831371242221505,0.851839187471849,1,6,20.30508756849983,0
Cisco,Robert Tanaka,Blockchain Development,2023-04-15,2026-10-25,e0c6cc37a3318322734435e3b93695ceda7f8ab51ef2455fe79011f9b4aeb752,0.9177768986089803,991,0.8105785002995728,0.9268682952639048,0.9735648955169708,1,10,22.492579327990505,0
Adobe,James Anderson,Blockchain Development,2023-01-29,2025-06-01,d05ddf97f85bcfa5df8cc270d821f6547a538404b95893249bacf0264fc1cf50,0.8565520129929056,1067,0.7793844493120833,0.8793535854653669,0.8686390205249527,1,4,37.606738395860916,0
Columbia University,Thomas Jones,Big Data Analytics,2024-08-22,2027-05-30,7bf3e9081100b9dd10ce2db4d136904e0662191806187b61c88ff16d97866f54,0.1721,496,0.0339,0.5277,0.2464,1,1,73.83,1
PMI,Barbara Dubois,Project Management Professional,2022-09-23,2025-02-22,21d297f4014a3cae900a5e42df3a880b9ca85bae2c8adb1e6bec89b6f774726e,0.8290327335030497,1195,0.8371109093790092,0.8721533649453808,0.8755097336934129,1,6,13.990816813193184,0
QuickCert Ltd,Karen Smith,Blockchain Development,2022-11-07,2027-06-12,11fce1b79a75a4b2d077f737368dc1b4e81c1c084b807e0f91719828fbf814d9,0.2155,1150,0.358,0.604,0.0896,0,0,15.92,1
Salesforce,Priya Tanaka,Network Engineering,2021-09-26,2026-09-11,6a83db66617a9513cbc9f7aa4dd54de473d1415b52013f6b50d65ee2d570bf00,0.9189285790522808,1557,0.8550769470648609,0.9146571599004693,0.9417790222740431,1,6,62.48205158932486,0
CompTIA,Sophie Davis,Database Administration,2026-04-25,2027-03-25,4fc2606c4d975a85fed0e0407c417a8fff2699c8a25f53922209c6f4ce3d645f,0.1784,-115,0.5016,0.788,0.2325,0,1,55.41,1
Adobe,Michael Taylor,AI & Deep Learning,2020-12-29,2023-11-24,c57f11e90894bd68af4ccfa9ce936f0569f21f099a3a9c23ff034c390834e7ff,0.7748303066809339,1828,0.9854606332612725,0.8239627943992358,0.8537091549981092,1,4,26.80907881261929,0
CompTIA,Elizabeth Hassan,Big Data Analytics,2024-11-24,2029-04-02,ce536887d6252e46c0e102668ff91aff2178e344ff112f5b8c83bd7672081fbe,0.6956128415125521,402,0.2760990418092926,0.944997623610538,0.9025309676856439,1,9,3.8361924542454724,0
AWS,James Martin,Agile Methodology,2023-10-11,2028-02-06,687ee673535aa947d2cf792c349b46dd87832a6106368f919bc56e3f3069fbd6,0.807725087484304,812,0.7521123115403406,0.9383267932741979,0.8645820511278955,1,2,15.196069763891675,0
InstaDegree Corp,Richard Martin,UI/UX Design,2026-06-22,2030-05-10,9a0d30d45737b18d9f58a7e62d676900f54a8e22f58cde66a363f46101f14200,0.1046,-173,0.3946,0.8103,0.1475,0,0,45.0,1
TU Munich,Mary Davis,UI/UX Design,2021-08-04,2024-08-03,3fd2d93baca30defa6e736e71fe739ec11eb67d40724700826403e0377cb596a,0.6678094727929412,1610,0.9932447902943711,0.9644624970817843,0.9721563723760056,1,10,74.97562447418807,0
Google,William Brown,Blockchain Development,2024-10-14,2028-07-21,803186b27418e19275a986cccab0be76b50e6e75db2ff1b931c78255da7d8357,0.8005425486390443,443,0.6507882666851222,1.0,,1,4,1.665841335138902,0
Cisco,Carlos Smith,Blockchain Development,2020-08-12,2021-10-02,a24c99631f51616f364266e1390b28b444f72fa1c483007711bf1085501f75ab,0.5987971426724247,1967,0.9207957908797536,0.9767055402403223,0.7268992949216881,1,5,0.5650690367564012,0
University of Oxford,Arun Martinez,Digital Marketing,2020-05-14,2023-06-19,93c97c1af8f844d9eb9c04875e10ff2b2ec7cadfb9fd307fc14efec908dcad47,0.9818820875111138,2057,0.9208159627842667,0.9794965522775889,0.9151896772107584,1,8,37.198280115921456,0
Harvard University,Yuki Patel,Database Administration,2021-10-26,2026-03-22,6e61374ccf80ac08e22dc8ce9adcb7ef7422296281033c9e3455fd649dbe500c,0.8687692510654744,1527,0.6200917258054485,0.8702573959401358,0.8659726765261041,0,8,95.28908298718241,0
Oracle,Karen Taylor,Cybersecurity Analyst,2024-08-05,2027-05-17,51c91c8a826011b583bd25800b2926e0d324dad91b62e52573634222f7840ef5,0.683062893134575,513,0.8197198110277908,0.9235347760652424,0.7716987996401015,1,5,0.03505920038790323,0
Stanford University,Barbara Wang,IoT Development,2025-12-07,2027-05-12,749a5d51001953d051ae0f9bb8aeae7426782ab65543320ca07525f3b5e22f2c,0.7979662925514303,24,0.7538436869048458,0.8836235026213676,0.8377081120098089,1,4,10.250692946983236,0
MIT,Jennifer Martinez,UI/UX Design,2020-03-22,2023-10-11,f19c94ce531c0b4a9db3be5e7130e03faab53259289257ad77b2a64ec4f69bc0,0.7312833621668027,2110,,1.0,0.9712316858939728,1,2,71.24843794082639,0
Cisco,Richard Santos,Database Administration,2023-11-22,2025-11-21,b1260dec2b9de2b28ae6fb84f1b13bda13ec0a7d7e11b654e0c1b0c270d1fe04,0.26848491720992657,770,0.9627448042793698,0.8122796469046145,0.5959656511211833,1,5,7.060574876938625,0
IBM,Elizabeth Jones,Digital Marketing,2025-06-03,2029-03-05,6fdc10ffcd54b60a1fa69975186b2bbaf17cdeb80358707c822029a0c38c8cbc,0.9115060821761878,211,0.8344830886499602,0.9356344540825583,0.9049594272074926,1,7,48.399188443720476,0
Microsoft,Robert White,Business Analytics,2025-01-16,2027-03-28,1e21a062746731f77a852673ec3a93408ea4cff7d13f38d55618f0a07459a0e3,0.9119280807376157,349,0.980939760667295,0.8251600502260802,0.6936663190733912,1,8,8.439256233418227,0
IBM,Yuki Dubois,Mobile App Development,2024-04-02,2027-01-10,c7aaa1caaceed35e72a136dabc40bbc913b81d896bba53cf69a96ea88f2ae582,0.9302776595128831,638,0.873151123750566,0.9279999772898594,0.8313542100160561,1,5,18.350823293274907,0
Adobe,Carlos Kumar,Agile Methodology,2023-03-14,2026-01-02,7bcb9c9654c051b12965a3d29e18a615ec52f1fb791b4bbe8b69e1f0f2bae3a8,0.885120433692146,1023,0.7383020922137891,0.8791815838105179,0.8971004854849302,0,4,25.90694041187673,0
Coursera,Sophie White,Business Analytics,2020-04-03,2023-12-25,08f145c20e3e5e001c1389babc2fc63e9d07e6c50364216f39b0ca20b1d8f176,0.7671645540359501,2098,0.7754797832688146,0.8959249887767475,0.7028433226223585,1,5,11.197763050585458,0
AWS,Jennifer Brown,AI & Deep Learning,2021-07-09,2024-08-02,59749844525258be63b1e5e02658b34d9f73a08a79e1f1e02412535d712488fa,0.6836755079166728,1636,0.7866970161994825,0.8607192413736413,0.9505829042776208,1,11,3.854087579418341,0
Harvard University,Arun Garcia,AI & Deep Learning,2021-02-24,2024-09-11,ef6bbb6b975b027248bb7db552378cb59f78ecbb5edb4451f3548468caca4663,0.6997838008397906,1771,0.7807148361927931,0.9080732034258368,0.6243112521267269,1,5,76.5503326398316,0
AWS,David Rodriguez,Robotics Engineering,2020-05-08,2024-06-03,4dd50fc1368d35273808f01e10051aa0c32e3f1a9bcfb0ed2b66b9462b776432,0.854031047783215,2063,0.9140155173038881,0.879874639257825,0.9607199923690913,1,5,83.0390496003301,0
IIT Delhi,Mohammed Ali,UI/UX Design,2025-05-30,2027-07-12,910c350c45cd888d75127e4e8683175a59308692d632d870a5bbc12a1ba0233e,0.8721400902537434,215,0.8166624004146985,1.0,0.8777311556901743,1,4,46.98078044246087,0
IIT Delhi,Thomas Wang,Natural Language Processing,2020-10-02,2025-09-02,463631d9ecf4f34d58d3bd9497b3e416ba38b992994c4a7f89d67ccb0f000b56,0.7974766049737041,1916,0.9078375123513729,0.9662181935590328,0.8578975453529669,1,10,33.69070447517569,0
Columbia University,Arun White,Machine Learning Fundamentals,2021-12-11,2023-05-02,7e1f26dae8f8b074d6cda0ab7a0c86238f3ca67e034d95bae102ab18622af9c2,0.9290762868162439,1481,0.3860216684304289,0.9704908544671318,0.8622024764105269,1,3,15.265965425939976,0
IIT Delhi,Karen White,Big Data Analytics,2021-07-05,2024-05-13,2fc3860bd3fd5992a38446873ca7db78653e009ea728686ad4e7910eb8d646c1,0.8255095308954228,1640,0.8335708910728352,0.9052423574484859,0.7177857984840712,1,9,6.583327806647454,0
Google,David Harris,Cybersecurity Analyst,2025-01-16,2026-04-22,8a31bb3111af2562807776f91d4a77cc97e513b9a33551f01184a76fc0172f19,0.8926367972426403,349,0.8608358494115064,0.9494968816164191,0.9174789556358035,1,10,46.32116954443284,0
PMI,Sarah Hassan,Network Engineering,2023-11-03,2028-03-03,7c31f0d1d46781ecba7dd3fa86b560c9acf0cbc788a09e10f13f2b25b2116062,0.7305221768014521,789,,0.91152005602715,0.9627478263538958,1,7,5.190567038030964,0
Johns Hopkins University,Mary Jackson,Computer Vision,2022-11-07,2024-11-12,cdde753bf90c5f061871929cf686aff9ef4613af5411ed2c917439b106374cf9,0.7651428493984467,1150,0.7222794972355425,1.0,0.7964406852996552,1,5,20.614460016315203,0
Google,Arun Rodriguez,Network Engineering,2022-09-11,2026-09-22,4332b147d59d59f48466c7cf869daf824726840760ee04bdab187d35a2f2e6bf,0.8519059997795684,1207,0.786452623918209,0.8820527523347688,,1,4,34.04179367026551,0
Microsoft,James Smith,Database Administration,2025-08-29,2028-12-05,517763a5037341be1bd9a9e3db0c3c0af3dbf50f0226135daec32025ab094063,0.7485777552992935,124,0.8433194704628644,0.9141372787552601,0.9302266717295231,1,5,26.735175726888503,0
AWS,Robert Patel,Digital Marketing,2021-10-29,2022-11-11,b7bd1035ef0a19ee36e00622d9d9f3ff76726f6c92dda37aba6eb280ed1b5803,0.7199034814830655,1524,0.8833472344994318,0.9942017978973947,0.7243923589033292,0,7,56.00892055379183,0
Cisco,Karen Santos,Cloud Architecture,2021-12-13,2025-04-25,fb3e9e8f50a010f8b7f90ae5746f42f00e4d41aea6e44b95caa4b891cbbec95d,0.8343649102553727,1479,0.8850735256617629,0.9652757612478107,0.9031623533636685,1,6,14.674346467685071,0
University of Oxford,Carlos Anderson,Natural Language Processing,2020-12-07,2023-06-09,675fe89bddcdf5cc3ebdcc2025cafcb18961db9f5e89b091abd347754502135e,0.960475261347533,1850,0.6519240556174141,0.9833591621981128,0.8375924149928056,1,6,7.938989614932682,0
Cisco,Arun Thompson,Machine Learning Fundamentals,2024-08-19,2026-10-07,68a462cb020c2d413c52bea72598a87433b879e7b58e07c287e481e589f8720c,0.6636682612439267,499,0.8200194702634985,0.8452849462864023,0.8436858254676998,1,2,20.471716793265372,0
Udemy,Jessica White,Machine Learning Fundamentals,2021-04-23,2025-05-20,08a5f414b7b906d3dae8bc03942fbd46e7b59797b13e96b9f6d2d2bc12d88ba0,0.6875576226084672,1713,0.8186343981311001,0.8155445733219665,0.9667162906546483,1,6,16.302057749617983,0
Oracle,Christopher Hassan,Robotics Engineering,2021-09-05,2026-04-18,ecd19083d250ab586945ffea5b244e85482c9da0207dffdb3168aba8592a0b2f,0.8158282382434295,1578,0.932220486994308,0.9976865900889225,0.85998406055958,1,5,10.536874031243487,0
University of Toronto,Mohammed Tanaka,Business Analytics,2022-06-03,2026-03-17,23bbaf174a6849e40e5a3838b27c8f239c947720ed1f731ac9df4e59176f8d36,0.7928947029541465,1307,0.7350810039931381,0.9735172199674197,0.8898614900802929,1,5,3.6458202958738193,0
NUS Singapore,Joseph Kumar,Digital Marketing,2021-10-01,2025-07-11,5f8e7feef82f23939d9ffaa2bb79d7c998a156cf183604f1147d7f086efef126,0.819192745203298,1552,0.6422111110465262,0.9891446413345217,0.6447613813332153,1,7,10.393089565222681,0
University of Toronto,Ana Martinez,Business Analytics,2024-02-10,2026-02-18,2aa8747a40af54ed573c3913f5faa6fb60895d85ea2c54a909fc35d9f93382ed,0.9298462617602401,690,0.8612788213097092,0.9416182277168856,0.6060351309092924,1,4,14.388430639635374,0
AWS,Wei Kim,IoT Development,2023-02-26,2025-07-29,28bd4bc143ce4c99d268f246b4d8e647ab41905b7520deb16e2b88d542c1bd87,0.8286431125867753,1039,0.8988156196227156,0.908224244478201,0.9394285563934006,1,4,21.336644934541845,0
ETH Zurich,Thomas Jackson,Project Management Professional,2020-06-19,2023-02-05,1c399419c52848d08fd09397eade1d55b9c859955c92ab9c5050b0a756ce7f51,0.8204636827430979,2021,0.8151869154182627,0.9253559335148495,0.8220127741876334,1,10,25.8932410059087,0
Columbia University,Mohammed Rossi,UI/UX Design,2021-04-12,2025-08-31,b7df644f2de2be732878547924d02b140563991f873e04ad3f1b639f5604dcd6,0.8713497589626024,1724,0.5131599203206106,0.906265491450741,0.7821845343908522,1,6,87.11437850387901,0
Google,John Chen,Cloud Architecture,2020-11-14,2024-08-26,64b452e7611f3aa0e1b83e74cd0d9f3e6cd2981225a5ac8bbd335a64d5c33fa6,0.8118537974505556,1873,0.8879045511752734,0.9067494315587002,0.7440314897556202,1,1,85.95969847697197,0
QuickCert Ltd,Robert Rossi,Full Stack Development,2023-11-20,2024-06-07,2a1238c537d7157d549170ae34c33ad17b3ba26ee5b6d302608c7d58a08eaeb3,0.0411,772,0.2058,0.3933,0.0483,0,0,194.29,1
MIT,Joseph Kim,Business Analytics,2023-10-14,2027-11-01,43a3b66dca7d35b7d983efab2015d126e8f0556848ff996e1dda4cd6392cb3c7,0.7400065275588409,809,0.8761875264934155,0.9468637765333412,0.6707961156866312,1,7,13.354822606913489,0
ETH Zurich,Thomas Thompson,Project Management Professional,2022-11-25,2026-06-03,69de7ef36bf0a13ad343b7d138f6cf1191a064410d81808f574600d80e27e9ef,0.5356717509065513,1132,0.8387040593234218,0.8414059987207586,,1,6,0.48160548187346763,0
NUS Singapore,Joseph Thomas,Database Administration,2020-12-15,2022-05-01,7266272cd5596398b03385998e395195c7da9c1adad8e6c4d024c6306175168f,0.5980925735578427,1842,0.8578263813640156,1.0,0.8427284574604668,1,6,5.414701573748608,0
Oracle,John Patel,Cloud Architecture,2020-03-18,2024-07-17,f96aa810bc821f8359dd312c9c2e221f99d833bb51361fe197541662b8b4edbf,0.9594113586242686,2114,0.8767868645608053,0.9572719373309883,,1,11,13.494622930549763,0
Harvard University,Sarah Jackson,Quantum Computing Basics,2025-02-28,2027-01-22,bcaecb8492edf32d42e3131ebadb2554807a31af09699c8def775f9b378ae156,0.7188917024299817,306,0.7484650960927843,0.9588171901152529,0.8927763852079009,1,4,9.371441922650083,0
University of Toronto,Patricia Chen,Big Data Analytics,2022-03-25,2024-06-14,a40e3d2a0773c9659437705c99b87992508cd6b818222bb4e60ce5f6602ab5e1,0.6792319261052818,1377,0.9394180430963783,,0.9716538968240866,1,9,48.68546159637116,0
Cisco,Elizabeth Rodriguez,Machine Learning Fundamentals,2023-04-26,2027-02-06,d2ec76d82577bff69918404bc0593041d8569bce561d84966b5a73fa485ca8f4,0.8400573532101159,980,,0.9484833490303335,0.7846835100869827,1,8,14.957801579139833,0
NUS Singapore,Wei White,Natural Language Processing,2024-10-08,2027-08-16,44d89be75af234f72df8e691c0660743911174449b4aa28285d404180eb4b756,0.8849271415968839,449,0.6728691424868031,0.9702014764458529,0.9709385975173301,1,5,59.712960632872985,0
edX,William Dubois,Mobile App Development,2023-02-24,2026-08-08,fe724d22416223d31a200d5c68940fb2d6733c7027f38304122345f6c373241a,0.7277571819456318,1041,0.7758950668777197,0.9335980593949835,0.8117622435638225,1,5,25.42527311094267,0
IBM,Pierre Hassan,Robotics Engineering,2023-11-03,2025-01-13,5439daf86f0561ed5663a9105c613ab1773098943c9854c8ab0c6d379774600a,0.9069347172071798,789,0.5169985027352362,0.9469975450377552,0.9003795673151848,1,10,5.947973130048265,0
MIT,Jessica Miller,Natural Language Processing,2024-08-22,2027-07-16,20ee2e44eaf9b1942efa97afd9719ebc2f621e147b276697e45ee0ad56e20a7a,0.8301390493089057,496,0.7867140665485386,0.8823156121119688,0.9673710346042945,1,6,60.2863027077299,0
IBM,John Williams,AI & Deep Learning,2021-11-20,2025-08-03,db8b30ce6c6740a8483597e33077d9991335491a3bc852d6593544921df8cc05,0.8243471007311356,1502,0.9537530711972804,1.0,0.8721723796860186,1,6,47.0028874796006,0
MIT,James Kumar,Database Administration,2020-03-14,2023-07-03,8cb11dcd2a776da6943d219d115eb790b66cfb225e817703af3320bc2a1e6cb3,0.8432390058990136,2118,0.6913723976693141,0.9883526493745188,0.9260478586759109,1,6,25.605292572146475,0
Udemy,John Dubois,Blockchain Development,2023-05-07,2025-10-24,6be4fe2ecc8c106be07e2e7e362a16bf6a2331c90f5fff3925e1b3cecc0dfffe,0.8107511856819722,969,0.963372994545405,0.9185213142179829,0.931245869778364,1,7,17.401963750244708,0
University of Oxford,Richard Jackson,Digital Marketing,2020-08-19,2023-10-23,347a3ca9adc52db5f637c0cca34cec3577dcc81b892d57ec3d2297fe9c768e29,0.940177330734879,1960,0.5395749792686494,0.889675701213778,0.7776328460696176,1,6,31.287751045713772,0
FakeUniversity123,Yuki Williams,Cybersecurity Analyst,2023-06-09,2026-01-20,395eecba3057b0e3fcc24a2324f2859f7eb1e8d093a38f419e2a70ce07eea7ee,0.0293,936,0.0934,0.6371,0.0595,0,0,33.33,1
Stanford University,Jessica Anderson,Database Administration,2022-07-05,2024-07-12,c6d1beff01f049bd032544ec8f32efb80f6211712b72bd8c8586d75106604957,0.6529179621749838,1275,0.9615676739603112,0.8418725433799628,0.8649648079478797,1,9,15.22865961656521,0
Stanford University,David Dubois,Quantum Computing Basics,2025-06-07,2030-03-29,da6a69ec3799bbcaaa77d4bbfd1880f5b7dd7d92a56d3f67719c441315eef638,0.8816867900859771,207,0.7632178900614168,0.95574639708707,0.893223434132323,1,7,15.541942471923019,0
IBM,Thomas Patel,Quantum Computing Basics,2024-03-10,2028-08-27,24963068159,0.0823,661,0.271,0.582,0.0497,0,0,3.46,1
University of Oxford,Robert Rossi,Network Engineering,2021-06-05,2026-05-06,0c4d6735acb421d5ff2e1c6fb51c74ccb2f52159cf27008273528d577a835476,0.9659201647879131,1670,0.7638956304654613,0.9576808197343384,0.5238017065702143,1,3,18.063981660492406,0
CompTIA,Robert Garcia,IoT Development,2021-10-03,2023-06-24,52551e3eb01f56889ec6a9d802edd05339f3019554d74db1e5348626bff61222,0.923864534139416,1550,0.6374823462964231,0.8654281016284308,0.9465477835665418,1,10,28.383359774586154,0
Udemy,David Chen,Quantum Computing Basics,2022-03-13,2025-12-02,e62e7261cc43d9212585bae30d7caf037294354020ecef5d68c79ad4c8ea8025,0.833498895665795,1389,0.7455566293850275,0.9103517346222596,0.9723184059213914,1,6,39.0720612746105,0
Stanford University,William Rossi,DevOps Engineering,2025-06-25,2030-06-19,931cb83b9321f83c00a920c120380b485b092c2465d387fe87d678e12172f6a4,0.851613140116583,189,0.9417559843287961,0.9460170529867542,0.9287743918943446,1,4,43.114174466278094,0
University of Toronto,Linda Mueller,UI/UX Design,2025-03-08,2027-03-06,db01a53839458da654c9c74150f82554651a8dafaea7338bc7a50efdae38c098,0.8250527492052622,298,0.3240359987791253,0.969550558104304,0.9272309749576808,0,8,22.81151018808358,0
edX,Linda Santos,Mobile App Development,2025-05-12,2029-01-13,1c586bd9bd2b9ae7db9ea24958cbd30ddce4949e8c7fc4bc819b0eade96a751b,0.8102851820512005,233,0.949822370660036,0.9075769087019429,0.9817705023505514,1,6,6.157921777119078,0
edX,Patricia Kim,Mobile App Development,2024-02-04,2026-12-04,ec29ff5b1c27c98f3bbb6efb3f3670ac2bf428540996e2bac81051b7b580b09a,0.6528282391240812,696,0.8168868021268283,0.9430172402412822,0.9537799185275547,1,8,33.03606281979878,0
edX,Jessica Garcia,Robotics Engineering,2020-08-28,2023-01-31,f170926e496b501137515e8d92d9a17dd7dbd1a135a917e94442ee0cfb5b1504,0.9129299033855339,1951,0.9336285784652459,0.9277388084486086,0.9888956495681023,1,8,31.33517160513919,0
Johns Hopkins University,William Wang,Data Science Professional,2020-05-02,2023-02-13,71d9326a12317f04283f0b0cc4e697086b17097f1f0234be6de4baa1b03aecea,0.9560130766995639,2069,0.8630516758743811,0.9783597991679548,0.8518178080294021,1,3,15.101449128612977,0
Oracle,Ana Jones,Full Stack Development,2020-07-06,2024-05-15,4d2e8d5725a43f0eadff8413f2d87f495a604e9b054210fd1d37a1193025e599,0.8464499356866801,2004,0.8529614284231861,0.9840714415824207,0.9053130117175977,1,5,72.90347674570063,0
Oracle,Priya Jackson,Mobile App Development,2023-06-26,2026-11-27,fe27073f597dd99aeac1e8450b7502c2a3a00e460edef6f685ab6c67da51b96b,0.902109266346022,919,0.498253738359364,0.9734308846682672,0.9191688659868058,1,4,20.372492302978547,0
Johns Hopkins University,Jessica Martinez,Database Administration,2023-02-19,2024-07-04,55785c41f2e7c55d1154a241e4c299e331a7d88a46663561ceb8a26e7957c1ca,0.7640603214987642,1046,0.7726058453725683,0.9747245071445252,0.9228268255924912,1,7,45.75962846693636,0
Microsoft,Fatima Martinez,Digital Marketing,2020-05-31,2022-05-23,c661aeae1d37a5213673dbd23d966181bcefbd16ab2183429d214776b26012b0,0.7064998513845786,2040,0.5814535646871466,0.8632541133286848,0.8696082890090396,1,5,19.67079054367943,0
MIT,Priya Dubois,Cloud Architecture,2025-01-12,2027-02-02,d27eeea3e071e84f9f6c9e776ca0101a44640e725b34bf972988a0b60b7870fe,0.5787469631784402,353,0.7871243652517464,0.942926755526216,0.8005151853358142,1,7,9.452400820412619,0
Harvard University,William Kim,Database Administration,2025-06-08,2027-10-15,e23f7c5acc4a184e3fb0a4c6c41523d6c3f63d60115a51f629d33e35a2391068,0.8600216862239578,206,0.9747535770415978,0.9349070458939917,0.4944530648479073,1,9,118.38663333376545,0
Adobe,Karen Williams,Cloud Architecture,2025-04-09,2029-07-24,4ee6dc29ceedb67ba99565b65f929024240cf6188dcd37b185ba6fc83d324434,0.7820212883801256,266,0.8564093469370796,1.0,0.8456100454920513,1,7,14.965636648598197,0
Coursera,Sarah Williams,Network Engineering,2024-12-01,2026-05-20,d4cb2f4e17d0a059599f476edb5206b42ff3837246e5d44dddf6a5501046dd2e,0.8948499536478928,395,0.8410543224772116,0.8350847399918719,0.8150847928827857,1,8,132.66529900018074,0
Harvard University,Richard Brown,Software Testing,2025-09-15,2029-01-28,bf52c4216afb7ee94bf97291135c688310fc8d73e12f974ed954a0b0f481072e,0.9696237943814922,107,0.6252885220184241,0.9853968651585814,0.743594742250761,1,9,0.15527537797803342,0
Harvard University,Joseph Rodriguez,Full Stack Development,2025-03-16,2029-12-13,27fe2ceb60b20c2c2ff550f555fe6d8ca3ff7b7d5141413809fc9e75ce549033,0.6759493524900823,290,0.9691983152076497,0.9925488007407476,0.900238110081219,1,9,6.855646027381377,0
QuickCert Ltd,Susan Chen,IoT Development,2023-04-28,2024-06-15,74846c814bc25ecd6f14c6d4bd4eb6f1cf5eed933ec90f1f10552a1a3ad5ec3f,0.1992,978,0.3249,0.6268,0.2539,0,0,143.65,1
Harvard University,Karen Kim,Project Management Professional,2022-09-04,2025-08-12,3b1dd43492aff09489fa25156b9cbde3949b25d2c267faf39537edfaf4757b3f,0.9016946133971093,1214,0.8507604409001273,0.8495188521662321,0.8366656369800436,1,7,9.131829298055468,0
Stanford University,Yuki Dubois,AI & Deep Learning,2021-01-30,2022-11-07,277d372b0a766676b4378743e7161db6e80b156c70fd4e82302ac3b784dfcd93,0.8951438606544213,1796,0.8804462436489543,0.9334753150803271,0.8876608722052762,0,4,9.132486704042616,0
Stanford University,Patricia Johnson,Cloud Architecture,2020-06-07,2025-04-04,3df2e89d9adf1a8e7bed6b8c61a7a99fd97f4acfcbc15503db24cc9c48b5c148,0.8622192598012931,2033,0.7963485931307939,0.8829004314796208,0.8784100278637844,1,6,71.58954205272669,0
Cisco,Karen Harris,UI/UX Design,2025-11-16,2028-11-21,d3416c0eb5aa443451034a6c5f02cafc6bb96382dd2b9fd8b87764804d69e66d,0.4411384757175551,45,0.9264821892324565,0.9269218158390888,0.8187856485458387,1,5,22.77338377779604,0
University of Toronto,Patricia Garcia,Software Testing,2023-03-03,2024-08-10,18e0b5fe31b7a3faffd418081e7c190b540c9973f55fac81a6a6e4f2b707d2e3,0.8659069506463235,1034,0.7702104448076518,0.8668208516634676,0.9898608499764747,1,5,43.98159994755069,0
Cambridge University,Pierre Harris,Business Analytics,2021-01-07,2025-08-11,83596efc458fa0d884c7d5fa5ced99c7354d83893f1c4c10942e9f11484a657f,0.8578616088376111,1819,0.678370648601038,0.8883782863732467,0.8753318150360238,1,3,84.5717746226611,0
Salesforce,Carlos Garcia,Full Stack Development,2020-07-12,2021-11-20,4ddc725f54495e9b45b91ef642de95b0d08e8dd645e00fee12d430fecea2a94e,0.7979479095144244,1998,0.8316766837480709,0.9632895392687756,0.7276672831186787,1,4,10.02859089396042,0
Cisco,Richard Kim,Digital Marketing,2025-04-05,2027-10-30,996f2f71c5cdb08cc5836e00b9056b1737603e1aaf1fbded5d4763bd99cdb292,0.7565967937953356,270,0.8633354243006046,0.9170129460491915,0.8098538411866011,1,6,19.277847590236092,0
TU Munich,Susan Brown,Full Stack Development,2024-03-24,2027-04-24,4242853c603c4f15d555b55240e49b29a04301fbbdac08a232a6d9a7a9cad262,0.9399114532987729,647,,0.8660951291145385,0.8076632974825415,1,6,57.38009007201293,0
Johns Hopkins University,James Jackson,Network Engineering,2025-12-01,2028-04-06,26642a2eae9499e5a31ff65042dd3430e00a85a8ef944759c986d09ed0be4308,0.7836557293064531,30,0.9531282174319768,0.8650301087294078,0.889014757090029,1,5,24.895382069841695,0
NUS Singapore,Mary Taylor,Data Science Professional,2021-09-26,2024-08-12,cd766b618600169ecba1471281e657c1f0d6291c5106104db06c750a2048d6b1,0.9038965211364596,1557,0.9706757721527176,0.8649459214600547,,1,7,3.0852485836753556,0
MIT,Jessica Thomas,DevOps Engineering,2022-03-17,2025-04-13,c883fc4cd2de9e4fffda174ccfc619b5120632444fdccbe8bb7973cdadbaeb17,0.5429970240370526,1385,0.8456571963250311,0.9775533531613335,0.8226765158937069,1,7,56.35417959371221,0
CompTIA,Carlos Harris,Cloud Architecture,2021-01-31,2022-07-07,2b8677c74614d932c0c73a96d58a73a2cc58e0afded6b766fb7461de46150280,0.8622806634161435,1795,0.7945151257387714,1.0,0.868322767833071,1,9,46.222503273921944,0
Google,Elizabeth White,Mobile App Development,2020-09-10,2021-10-06,7054d78d7c548a5f3e83c28a2d823caa92171725a183fd73952d84f2f9c2bda5,0.8714439896981689,1938,0.9599069688255131,0.8028214821845389,0.9599716789216619,0,10,2.2374581452627895,0
NUS Singapore,Mary Davis,Business Analytics,2024-02-17,2026-12-27,a03858c53fcb3e8d538ee6e6ee4c99f60ede856acce4b271dadb7ffb62646ce5,0.948588632482175,683,0.7747561346896037,0.9962381138045291,0.921264656425593,0,3,39.495708248475324,0
Google,Patricia Williams,Natural Language Processing,2020-02-07,2022-02-28,207217f6d89bf5d22c74ce7043fb8fb6f55914954a2fb0fdf32e584a1d2dad6c,0.9774039821692746,2154,0.7713517468384267,0.8138147141922983,0.933835147071698,1,6,15.290339465012767,0
ETH Zurich,Michael Garcia,Quantum Computing Basics,2024-07-28,2026-11-27,4ba01a58c9ff9368854283167c4c7b6861bdeccedea75d462fa734b907837c78,0.9249040295662098,521,0.8400912529260867,0.8822157615848027,0.9702185733064103,1,9,2.1082291163947957,0
Udemy,Sarah Thompson,Database Administration,2022-07-17,2026-06-04,ed3bf9a254a9688405ad8f022904f5a0677611533869c117dad5138aaa654e68,0.764125863001166,1263,0.8861439988121399,0.8487403357963157,0.9793013179353955,1,4,29.23969684104077,0
Stanford University,Ana Kim,Software Testing,2021-04-01,2022-09-23,6e331fb0ef821027321f919d360a9306bd1fd74bc7c3eef88a42dbcfde47d40b,0.9337141733768747,1735,0.876978131401082,0.9067388360746298,0.689442231490199,1,7,0.3325303972482367,0
CompTIA,Richard Ali,Data Engineering,2025-07-02,2027-04-23,15c0ffa337df0c970aed035a88d2ef9d311cefed6bbf83df878cf0f2e77c6401,0.7614699371848462,182,0.642186942379375,,0.8991707522250885,1,4,70.14514095040968,0
Columbia University,Michael Taylor,Digital Marketing,2021-03-09,2022-05-08,4793aa566c96740a72d366caba3f5b70e2fe4b21da4731287c240c663e31e946,0.7269474739153646,1758,0.7461054522664137,0.9395215895172583,0.8853926347274829,1,10,54.036565509724475,0
Cisco,Joseph Chen,Software Testing,2022-03-11,2026-11-25,e282c99fd45544f68001677e5addfd110ecb03faacd0f6c21cdab87d6be43ef8,0.7648555871511896,1391,0.9542178443751097,0.9169158832009572,0.815716831237366,1,6,17.313586989566353,0
Stanford University,Fatima Smith,Machine Learning Fundamentals,2024-06-17,2027-02-25,09702904b50eba0975f288b32bd81af5966c1fdf3afa2d402750df55fb04df07,0.9284941647931985,562,0.47583355609327666,0.9328350907526783,0.966849980552174,1,7,26.781485848055066,0
Adobe,Wei Miller,Database Administration,2023-02-23,2027-11-24,848f1e9ca6293f9840ff0e0f46d16a175e1a53df2bdcc7e9bf3fce4e01699038,0.8144509061345682,1042,0.9392409677542443,0.8533971434443683,0.9007738682042953,1,6,5.812872081865956,0
MIT,Richard Jackson,Blockchain Development,2020-03-12,2024-07-07,5769e39c2aae75d1d70ba119289b675d36cae6de74df9baa76ba3b9e1876b22d,0.693240149383144,2120,0.8449752011345695,0.9301010468495003,0.9787796963267151,1,4,12.113246812396662,0
ETH Zurich,James Jones,Data Engineering,2022-07-30,2026-12-02,a38c90b0cab605ae9627e3bb6a25e5d3e9a67596b145548d7c630839ddc2e754,0.7627447681572022,1250,0.8921475755127352,0.9577813940483794,0.8523594449706993,1,9,30.09779099308337,0
Columbia University,Priya Hassan,Data Engineering,2023-02-20,2026-08-10,3f7f67bae146a1ffdf71cbfabbf45d6f1b1fea972d8e1c2b1759f5a065eac46f,0.9759091172110098,1045,0.9423486509276392,0.8227962534143161,0.8463141746855318,1,6,9.492239314437494,0
Coursera,Michael Anderson,Machine Learning Fundamentals,2022-07-06,2025-12-30,cff449ed4782a843ef87b14b405b230d850acd9f2da7d0504135db43fd6a6ffc,0.7509360765045904,1274,0.90329641729466,0.8769616741502606,0.8348676522610884,1,3,27.193127514011405,0
Yale University,Joseph Martinez,Cloud Architecture,2020-06-09,2025-03-26,bc595977fbc5f7b62bcc7bbf7b5a8e4a963c16b80d73960ca70766cab73492e3,0.7737965968340478,2031,0.9991486911942067,0.9241818810515471,0.7444914574831698,1,9,36.58674053031882,0
Stanford University,Ana Brown,Mobile App Development,2025-08-23,2026-09-24,c506281a441778307bfbec84432ab6430a837348bba2e0b52b2cad909df0b325,0.7765857405640632,130,0.959836347625278,0.884805373295909,0.8166924692715373,1,10,23.168982059940287,0
Harvard University,Thomas Williams,AI & Deep Learning,2023-05-27,2025-09-23,3c83fb728f148d69e02882cc95dea4e048f4ec92b4e914342a10a17913b27ca7,0.8587835848090599,949,0.8558868752514448,0.814036165851924,0.8725657719041073,1,8,65.78777000695221,0
Harvard University,Ana Rodriguez,Cybersecurity Analyst,2025-06-18,2029-07-09,2d7caa2c784f805e60bda483169c3db358b439d412cc7f919db1a771228efbe4,0.9552001079878573,196,0.8197057735508888,0.9170920036391849,0.742523940220407,1,9,53.76711270940752,0
Cisco,William Jones,AI & Deep Learning,2021-03-18,2023-01-04,6a388a3fcc55f6d5f723436d5b4d1f83bf332b9938aa7493653353ef72c72eb2,0.587349172033754,1749,0.7658077979250476,0.9937680455090075,0.9803058458908624,0,7,22.017374713621248,0
Oracle,Arun Davis,Natural Language Processing,2020-10-05,2023-01-27,27af581d495911eba6c24937144531d16986217a3edecdc0513dca47cae01b2d,0.8688403088362145,1913,0.6775165115107497,0.9731890071494902,0.9265086350925156,1,3,6.807731874471928,0
InstaDegree Corp,Jessica White,Quantum Computing Basics,2022-10-25,2027-05-20,35fb2d35ef38e48ce0b0e7184b59d54ef8c1be72f5bf3cfad59443d88104acf0,0.0934,1163,0.0432,0.6284,0.1761,0,2,13.58,1
ETH Zurich,James Jackson,Network Engineering,2022-03-22,2025-03-28,6e2d2bce1202408a4fb3fc7f534c920d3c61ef4628618fddfcdf6bbff6a0bb7b,0.7839322280342762,1380,0.8952018733311448,0.860133777621502,0.8621215083669803,1,9,6.682088774666663,0
Cambridge University,Carlos Jones,DevOps Engineering,2023-12-29,2025-12-16,718d8f2187daf6a068f13c37edb82526956f83d85f600b5e68279766e8eebf79,0.704613474271737,733,,0.8334361074054946,0.8026957439068712,1,5,50.38599657372355,0
Yale University,Ana Johnson,Data Engineering,2023-11-11,2026-09-21,b62075c007483959705fd176fdc8d7e8d410fd805bb20713a02aab7c11ad6a81,0.8617929482762561,781,0.788256509276588,0.9342799766587427,0.9843933339591512,1,3,1.3402693052194146,0
University of Oxford,Ana Rodriguez,IoT Development,2023-02-20,2026-04-05,937508ca6a50b432180d7551562a138c53a2955b79fd61d995d28f88fa5b653b,0.905094108333979,1045,0.8869173037814693,0.8565011531836471,0.807244716691446,1,6,0.015675624798998204,0
NUS Singapore,William Thomas,Natural Language Processing,2022-03-02,2024-06-07,74ae7f1d77a93dd579361360ef697a4f5c3d14a71dffa7836729989de23a2f92,0.7802450357154652,1400,0.7673799769843239,0.8972106586725889,0.7304222688128452,1,4,2.301476629437367,0
University of Toronto,Ana Chen,Project Management Professional,2021-12-09,2025-11-12,ff35819cd3456cb45d8358790c67bd20dc159b644b3a9198de97d127d07e6168,0.8430484881983138,1483,0.7772139999755066,0.9315546101715837,0.9440178523442695,1,6,17.27311152446537,0
Adobe,Sophie Santos,Cybersecurity Analyst,2021-12-06,2025-07-24,33c9331456d5fa28d98d99ee320664fcb34530462cfdb2c57fd48f695b80b3ad,0.9705935692931769,1486,0.9012532567256194,0.9834527418112444,0.7282880159965285,1,4,3.704697930361211,0
NUS Singapore,Arun Wang,Cybersecurity Analyst,2021-01-11,2023-11-05,3f5354e06fb63d431ccbfa32ac40f2356dbcbfd8323e1435e1c16ac1f034441d,0.7442627129745768,1815,0.8844127966728722,0.9187463871108767,0.9327044120176636,1,7,34.61877746664674,0
NUS Singapore,William Anderson,Natural Language Processing,2023-02-28,2025-07-17,cd157443578e1294130813e82031568041526fc4a727ed60bb80b337c1e8b185,0.762098411882959,1037,0.9431129573855883,0.8502049888668387,0.9319495109373638,1,7,12.275286665828236,0
NUS Singapore,Joseph Dubois,Natural Language Processing,2024-12-24,2026-12-30,58ecc2de118eba1eba73d9914f9c6defbe95bdf88634bd9bcc848872e515f997,0.8148134980719123,372,0.7254934957962677,0.9162604399649037,0.5917642460221152,1,5,10.451691405662258,0
NUS Singapore,David Anderson,Robotics Engineering,2025-01-26,2028-09-03,ef3fcba3b6781ee9ea114170c8ccd3a9bc210a6499bcb9c08c8ec5ef1f868bf7,0.945659745811548,339,0.9090364639209859,0.9530807651795722,0.8574153983577425,1,9,15.843215895032776,0
Udemy,Thomas Smith,Quantum Computing Basics,2023-01-05,2024-10-01,e90a3ed91ad5c5ecfc0e61feb370cfc24caca2d2445f1cd936547edc99ed32d1,0.6911020445250547,1091,0.8779842549915704,0.8698812317741895,0.7653755146955638,1,7,7.43916456762916,0
Cambridge University,Carlos Kim,UI/UX Design,2020-04-09,2023-10-11,18fe0cf33da0ba4c2c56eb1faec74361b138049571668d38058bcd5aaf107bbf,0.8910112700205808,2092,0.893856214589687,0.9474200396301342,0.8695909554508271,1,9,11.532351447868862,0
CertForge Academy,Patricia Thompson,Digital Marketing,2023-02-28,2027-08-02,43c19e180f74d30784deb1c4cc731a1f24469c795217e15b36d28b998f1bca2e,0.0587,1037,0.3116,0.6246,0.1154,0,0,192.0,1
Cisco,James Jones,Agile Methodology,2023-04-09,2026-12-31,f3a8c8a3514691cb1bfa1ddd32aff054e80af10737043df553cd3644ed64b6be,0.6922261512225018,997,0.8477317450739618,0.9035541257205133,0.9890872131792867,1,3,0.7687064559035511,0
AWS,Yuki Thompson,Software Testing,2024-03-05,2026-01-11,ce32f7e6bfd09563ab3a2e7ce7cdf57f16f7c325e981cc2c1566ea3782a7cf88,0.9196942439738559,666,0.8213813261113133,0.8123268999911878,0.9181291660808273,1,7,13.899198276361327,0
Harvard University,Sarah Davis,Data Engineering,2025-11-13,2029-02-19,c0d5df5ec30ebf9aa540a1f3a0bbdcb0e358ea30cb6f746c5a2597862b62d984,0.8694277786881147,48,0.908863333734421,0.9900828064827661,0.9942267058425611,0,5,0.21168937684739844,0
IBM,Thomas Wang,Agile Methodology,2025-04-21,2029-06-06,98fe5cb8c63325a190c6f8dcc2e43e936ee1fbd6423a971fd384e6a542b0a608,0.7325934903668984,254,0.8887865384274837,0.8481048138886899,0.9129480792162253,1,5,5.705487272527985,0
TU Munich,Karen Jackson,Cybersecurity Analyst,2025-06-14,2027-01-22,e68e6527cb5e7347282dc3451bb68e3c41acbb452b104a69884d59647e025e7a,0.8963244690309066,200,0.9567533622585879,0.948972573499409,0.8618986947106071,1,9,7.477198636678384,0
NUS Singapore,Barbara Dubois,Database Administration,2020-09-15,2023-11-15,93ad2c1219768a2136faa01cdcba229727a9d567746d79accb54479c0c24c9cc,0.687580453411428,1933,0.9651862271310018,0.8934627427881146,0.996877581655309,1,11,44.45344072905426,0
Johns Hopkins University,Priya Rodriguez,Network Engineering,2021-01-14,2024-06-27,fbb43bcc881ffcbdd30cc564cd3417714d4b28dc445770a9acf9d9d510f92426,0.7172450837351424,1812,0.8652248755697227,0.9549694416347297,0.5728197159229804,1,5,49.60786636141825,0
Johns Hopkins University,Arun Williams,Agile Methodology,2022-06-15,2025-09-28,6a81e9981b1b8f183e34aa05d5b0f279614ee54e03d19d35b0b4f281353e79cf,0.8213603420424032,1295,0.5301977516165292,0.9112288312409318,0.8164171553795597,1,6,21.679216968482727,0
Harvard University,Pierre Kumar,Cybersecurity Analyst,2025-07-02,2028-12-15,68dd8b7741d9c03ab50b2354b4df7b4261b18e19b1faa460eadbb7af6c891426,0.9016341072385202,182,0.840384604313901,0.9004179454773111,0.9509315740926015,1,7,33.53392970232023,0
Microsoft,Arun Jones,Agile Methodology,2020-08-08,2022-09-27,0ff49ce66646e7fb8318288d3aa74c6bd4bb5fbd7ccd79c4a0f9ed0495c21302,0.8169609591121628,1971,0.8466306308690824,0.8816415054647376,0.9542129796987653,1,3,49.4091283338271,0
IBM,Michael Harris,AI & Deep Learning,2025-04-16,2029-05-13,33f18f919011d658f6a7180e56dd1db1b7fe6c9c5418734537b0ce793f91ebc4,0.46938162555955687,259,0.9263896200875423,0.883124314396459,0.7021508051996943,1,8,51.088226926594196,0
Cisco,Christopher Jackson,Digital Marketing,2025-06-06,2026-10-23,1424435a7718efd1fae59f1128d4d342a282cfff13be424ed1891b49eb5ca2f8,0.5834897452487279,208,0.8662205452215787,1.0,0.9790482693899929,1,7,15.70928705652393,0
Cisco,Thomas Martinez,Machine Learning Fundamentals,2023-12-28,2025-04-03,b0e4fc1f1fbc26dea10dd0e62c03bd89fab43739caab0ea00d35e8a07c75cde9,0.8355743858744106,734,0.9521763279672586,0.9567125894572571,0.9271611018369565,1,5,28.737334398385286,0
IIT Delhi,James Hassan,Robotics Engineering,2025-01-07,2026-04-15,aec096bff340b636e75dc3b5a60fb696b0c9a4ea6bff47eba3f3a4506c5626e3,0.5830188014103196,358,0.8920904652761548,0.854313162935381,0.8240040478994942,0,7,25.761335491593172,0
IIT Delhi,Michael Dubois,Project Management Professional,2020-06-09,2024-10-17,eadafc327efe9087dcafde97bf1113a905634d563ee6983366c1a6fda1a8af6b,0.720752438279486,2031,0.8633552541726233,0.9439974166581421,0.8548654912211562,1,6,78.16117141492882,0
Yale University,Fatima Tanaka,DevOps Engineering,2021-04-11,2022-07-28,c9cfaccac37c4117fdada36e0fe286f6adec45e1302776393cdfbd795d855a4c,0.7308832938504719,1725,0.853399786495789,0.82599323457586,0.752234107969016,1,9,7.744789672825236,0
Stanford University,Mary Rossi,Data Science Professional,2020-02-22,2021-09-20,ab2a71c7ad6e160913ed91bcb902d17a1320abbeb5f3e9f41ee093e0821036f8,0.9197671634880047,2139,0.9394646651445319,0.9573047500074591,0.8993122456530923,1,6,11.680874033240764,0
Adobe,Susan Brown,IoT Development,2021-11-05,2026-10-31,c9dbece72f6d821f85c5119da58271a826256d3bd73797c35ed0d6245f855023,0.7825521083392022,1517,0.8686507733389864,0.8936658278562664,0.9614555994786798,1,6,24.511944973822168,0
IBM,Susan Kumar,Blockchain Development,2020-04-17,2025-02-17,50ec1ce81f28f0d163438e981b527bd385e00cb07a3f522913cae074ed5a3abc,0.8899733774724703,2084,0.7416054269997986,0.850419161121104,0.8481356838529185,1,8,42.05207729493678,0
University of Oxford,Robert Thompson,Agile Methodology,2022-02-22,2024-06-08,60923ee739b20a4804d555cd4b5b13021ffa55f7119134ae1459c9703e18585a,0.7677388220349657,1408,0.8209767804329942,0.95419235652084,0.8652776168669373,1,3,115.30581457160893,0
Columbia University,Mary Jackson,Machine Learning Fundamentals,2023-02-09,2027-07-25,40ebb49e1f94ad3da6353f310089400d0ed22d5ee32816416c75bbbf25f14a7e,0.7532241471557383,1056,0.611085229557203,0.8623843844039099,0.7991216437380535,1,5,14.986258627702517,0
Udemy,Michael Chen,Digital Marketing,2024-05-27,2027-11-01,29c3c49abfa1bd17d4944042fb24e9830458d596a5c0e108760ea80302b6e5ab,0.6691761180744786,583,0.8393601148559962,0.8429796118915092,0.714919762121363,1,8,24.633095828181542,0
CompTIA,Jessica Smith,Big Data Analytics,2025-05-09,2029-08-11,631b09e1c82cf2e30e4e6a95d4e1a26d9527c02ed5450c19ab3be48c6c8f4d44,0.9647171190784727,236,0.8834280728920365,0.9628798204241048,0.730524752226477,1,5,12.155658998603982,0
University of Toronto,Thomas Johnson,Blockchain Development,2023-02-09,2027-11-02,d5d73901b57d01978c50a520d26b11270c0e622479787b9debd6ea1cc9e4df7b,0.6529866034501964,1056,0.9443584174833417,0.7903799943061951,0.8463405211735766,1,7,46.234798995677515,0
AWS,Yuki Martinez,Big Data Analytics,2023-08-10,2024-11-11,b92e76f360b71fdb9aa401d137eac7feedc3e5c899fbacac2c72d060ea101dac,0.8529554342850784,874,0.7848406199610171,0.9625002133984797,0.9872296334896888,1,9,2.4269314024928144,0
ETH Zurich,Elizabeth Hassan,Cybersecurity Analyst,2020-10-03,2025-01-06,6b976a25a65d0d152f2b41e888e0688c70ba852ba0e1c02edffa2b34982d4909,0.930503563582238,1915,0.8221413460479354,0.916034011289766,0.8657407744064414,1,3,30.03179867542747,0
TU Munich,Patricia Dubois,Machine Learning Fundamentals,2023-02-21,2027-12-25,e7bd7559a7cc0920328ff48f1f8ca59bb3734c1454f531713e64ae3b80fc2fba,0.8066690490376021,1044,0.8471238993842801,0.8891922423210118,0.8186567665478702,1,7,27.351518856258092,0
Salesforce,John Ali,Mobile App Development,2022-08-01,2025-11-02,816b06180938720307ad76b952a27920fd83777661f78be8289bb50fd5764adc,0.4399434810757742,1248,0.9049287731555646,0.9119909352818426,0.9584996547076179,1,6,7.7417278275453345,0
Stanford University,William Hassan,AI & Deep Learning,2025-05-11,2028-01-06,df52e596860670f7f28f087d75642531560919373650c2cf4d37a038d78b638f,0.7467064919371476,234,0.6428204146368883,0.9344432473509844,0.9629753694829302,1,4,58.71564865681438,0
CompTIA,Mary Johnson,Mobile App Development,2025-06-01,2027-01-12,9bf1e3c7b230343b120b3291237ef8046787d609f27cdf3b9619cf164b9d7f9b,0.7076339018922857,213,0.9406426077513745,0.9522930595428607,,1,8,60.46304311489743,0
Oracle,Sophie Anderson,Mobile App Development,2020-11-28,2023-05-01,7b882ea57c93af4addd275a020d3afb436b092c96dc52678164e0ae1da457bc4,0.7539165784404385,1859,0.8572740173096786,0.9975314498617736,0.9423543913461341,1,7,2.4240266255390237,0
Johns Hopkins University,Fatima Harris,Software Testing,2023-08-31,2028-08-14,f5a4f8c4656ef06fd6c4e1cb3e2d46b47d183cc1ae8daa26aafd1f519f8ae82f,0.8697105159021431,853,0.9152254680272766,0.9308741294600911,0.8788353385552768,1,6,3.7531583471884478,0
Microsoft,Patricia Jackson,Network Engineering,2021-06-09,2025-04-08,14ea8f8d55049d22062bd440d2d8dd9cd5c6661c2ce3f3cd2e0495546457d337,0.7887494016898815,1666,0.8367488831009613,0.8943390896925801,0.7870062899902109,1,4,7.626873334897321,0
Yale University,Michael Patel,Machine Learning Fundamentals,2022-02-13,2024-12-30,29614a1ea91467dbe2ebfc8dd1b259ccd4d1894b0e0cf898d0c2ce9cb4eea65d,0.7328149732239265,1417,0.7522092267549353,0.9269730882708935,0.8468688642675207,1,5,5.990119713074165,0
FakeUniversity123,Jennifer Tanaka,Mobile App Development,2026-07-26,2027-11-17,ffc1404073f16cbff046228467bdae644516b72160c6735bf7c9d85fdb93141a,0.0063,-207,0.1582,,0.1991,0,1,2.49,1
Udemy,Robert White,Project Management Professional,2024-06-20,2026-10-31,862fa0aec98975032cf97261ab96b9e5ce7d9875eacfcc3a1a1d482ec82fa468,0.9524171858561067,559,0.9904016041411553,0.9175620898728579,0.8307101904203642,1,4,35.650682136508756,0
Google,Thomas Garcia,Full Stack Development,2020-09-10,2022-12-24,517d9d599f905bd8a7f6ac068a3b2fbe3be8faf830ffb7059e12e684064e7a0b,0.9259136097182329,1938,0.7639880926777175,0.9084859025922777,0.900361839390167,1,5,53.24036583314866,0
Coursera,Thomas Brown,Database Administration,2025-03-02,2028-09-03,cfe0804ae79eb6ac637e9582ecbb0be15ac8a22d157da62f54e8d1f39f9f73ea,0.8224890030286104,304,0.9450314278929476,0.8613102807032438,0.8405790772199925,1,3,17.946368607463718,0
MIT,Mary Martin,Data Engineering,2025-05-29,2027-05-18,e0e963f781afa6bf3f71cde3b0ce6d01e5f163a489d0455bc485d0eacee74e55,0.9022308469255435,216,0.8427174438008347,0.9218833598435698,0.9197735912965733,1,4,44.32171001387073,0
Coursera,Jessica Ali,Digital Marketing,2023-03-01,2026-03-10,54d7328357ae0d643f66e3cff4f2ef415bd496a29a3303030474adb60666acd7,0.7888663977832395,1036,0.7779954164880416,0.9048763070803766,0.8363376133274537,1,6,11.851840431900742,0
DiplomaMill Online,Carlos Rodriguez,Agile Methodology,2026-06-22,2029-09-17,db497ec9357a54f5fc43716f898c5314d4179f20bc99353d986a9db676f99a73,0.0178,-173,0.5174,0.8025,0.1964,0,2,348.83,1
edX,Thomas Rodriguez,Agile Methodology,2023-08-10,2026-07-11,277ad3f1447072bf65a0bac38680d3cfa600c350a3c63f3ba4487107cbd86b05,0.8930370940078239,874,0.9244809557065317,0.8704439794130046,0.8973771419389652,1,7,24.532590667546557,0
Oracle,John Jones,Computer Vision,2024-07-27,2025-12-22,0ef48bcd2f450add6f827810534151e200000754047fc43c48e994cd0ac8c1f7,0.8009614726585118,522,0.8615548385275619,0.9184489405285705,0.8383889800762574,1,6,9.015899556378969,0
Cisco,Pierre Taylor,Mobile App Development,2024-03-01,2026-01-16,cb3064651b8ff58b830e2efe0cf6e5e0cee8427b89737bf9dc79a2b1785f86f9,0.8063699641803068,670,0.668111221275376,0.8362505520355635,0.8328631459220794,1,4,57.82737441592578,0
Yale University,Fatima Garcia,Full Stack Development,2025-01-02,2028-05-01,a555e13bbd3e91bf11ba04825c5e631cdacbd485e286b8b37a5fccaf1fd93613,0.7524701877219941,363,0.79258395664423,0.9506821750271668,0.988745521375289,1,6,44.28728313855349,0
Udemy,Mary Thompson,Natural Language Processing,2023-06-21,2027-03-08,30290b5368a1a211a1abe912a3dd29b31681bbf1b4c85328e6cd693983f18aaa,0.6584061887810108,924,0.9463907499935327,0.8638616083129261,0.7152161836173534,0,7,17.272308095595903,0
Adobe,Linda Ali,Database Administration,2024-10-09,2026-06-20,3db25d5ff13552a71f2091301553d8311b7bbd26bcc2b1fd94bdcb2790d0066e,0.9134227536642309,448,0.8482032501180498,0.8828471744206119,0.9347390438997095,1,8,12.700282945361165,0
University of Oxford,Mohammed Williams,Data Engineering,2022-09-14,2024-09-07,3fcede16c8afbcf878501d697dfb7dd9508654be8fc94a0a478b06e4cb976ee7,0.9227000485290526,1204,0.9101393838629556,0.8606414472657694,0.9173188446207254,1,4,65.71717276794368,0
PMI,Linda Dubois,Full Stack Development,2023-10-19,2026-01-13,c2953e866c793cd9791cd0935551b2dcf9ff90c810ac6c68c5f325eb5be1df46,0.9428153427031295,804,0.8721684428162021,0.9087867132077448,0.6190649847942642,0,7,14.134761703247635,0
University of Oxford,Carlos Garcia,Data Engineering,2025-04-07,2028-11-16,f25bb77bc97bfeab52539ce22dcc10b3f952fef78cbd618c1b5ca550daa873b3,0.902243596313059,268,0.9178011929323184,0.9350558483652908,0.8452572683927972,1,8,4.4199614267793805,0
Google,Barbara Taylor,IoT Development,2021-10-28,2026-10-01,374768b825bab99563f351ffd2eeed06454c6ec4bc09cc817be592389b9c039d,0.0473,1525,0.2095,0.6267,,0,0,205.72,1
Cambridge University,Robert Garcia,Natural Language Processing,2025-02-18,2028-10-02,53d812f8118f143c801c210a1572c250adbed025f0bb3c8058061a6f5860d0a9,0.6638918885986171,316,0.7762366706800893,0.9813677296497205,0.8511099884479878,1,5,45.14623560358253,0
CompTIA,Sophie Patel,Data Engineering,2025-07-15,2028-02-19,fc9681f1489c33d181c577de3ab33b054ee2f1398331487d35aab593c1e1d352,0.7926894233810072,169,0.7864574863408013,1.0,0.836128262075754,0,7,10.11230664234768,0
edX,Karen Kumar,Blockchain Development,2025-06-21,2028-03-29,4c5a4a8953459a371aed4f6d968d34496ca0f38743db01fafe4ea9bededbea1f,0.8950610432670125,193,0.848825883828496,0.8863573308044115,0.9438686630337112,1,6,12.259612615638716,0
Salesforce,James Williams,Software Testing,2020-05-05,2024-10-13,a2f109940e298bae46a8a8301df66d32b5f5dc81ed178e7338bdd664b281163c,0.7492015366616404,2066,0.9176769026667423,0.8900848077884551,0.9447864511241864,1,7,9.062115717049842,0
Columbia University,Fatima Anderson,Software Testing,2021-12-17,2023-04-06,222ac138b804a1914ee626a2ac8f14d98a5704172acb676e5ccaa117a083889c,0.7395992667450327,1475,0.887705677792353,0.9572849044487093,0.8447145793616313,1,5,29.592176177877832,0
Adobe,Patricia Jackson,Project Management Professional,2022-10-24,2023-11-11,4764a75fdbee4395705e5c54227082fdd53562f344d362ab3702316cef936fdc,0.7280066663357413,1164,0.6290539782555208,0.9727987503528144,0.5207323446853701,1,8,9.461759754935928,0
Cambridge University,Sophie Taylor,Big Data Analytics,2021-04-09,2022-07-16,55505a817f37df5c57872ff02ffa77cd38136e56bb0fa1a69d4698bbbe97643c,0.7761716803602352,1727,0.852015780915343,0.8915845545857253,0.788651989738201,0,4,1.3187025254545806,0
Adobe,Priya Williams,Natural Language Processing,2025-05-15,2026-06-18,5ca637307220fbf75e027de311746d2146f166a75eebf78d51e54d3a4c59e483,0.977581382720421,230,0.583962709849735,0.9907913039400452,0.8471825137575564,1,4,10.406392812405029,0
Harvard University,Ana Davis,DevOps Engineering,2020-01-18,2023-10-29,332e3791339bafe9a7da8730bafb2205c2392b34de39b240dacbfa736d963386,0.7560942975591547,2174,0.7632530611163694,0.8684238317989357,0.8971140391278877,1,3,125.12371774019361,0
Microsoft,Jennifer Chen,Cybersecurity Analyst,2021-04-24,2024-09-03,d4dc721ceee080f0e0a008eae4ffa3e71c2c9d9a71b1c0e4e2378122e7542a34,0.8643627174819658,1712,0.7602456704885155,0.9207172534942618,0.9063380278069251,1,3,10.78696943459001,0
ETH Zurich,Joseph Williams,Project Management Professional,2022-07-30,2025-01-07,a93941b748fa5beb525af63ce6a256424014969b3ba8a55a463d2926019c10d5,0.7701614324360122,1250,0.9037578565272131,0.8850269563225361,0.7527515593570199,1,8,50.47105138185898,0
AWS,Carlos Mueller,Computer Vision,2023-11-29,2026-04-13,5e82cd4b662c483cd7aec5daf55ce421fd9b9f7c5e085d56b2c98a59f7d4eb7d,0.9405701610419493,763,0.8218567069698337,0.9083863248600264,,1,6,185.19152676403414,0
InstaDegree Corp,Linda Patel,Blockchain Development,2023-10-12,2023-12-30,bb6a66241ab7343a9f3c792b1990a892fb99c6b8e424ecf3e0e72b9afe31e64b,0.2115,811,0.4938,0.5756,0.215,0,1,102.65,1
IIT Delhi,Barbara Thompson,IoT Development,2025-02-18,2027-01-01,418fbaf7bafa3b4e093a59f45a73d092e15e0b6f09fdf3ff8a172cd4fb2a01a7,0.2032,316,0.2224,0.6492,0.0312,0,2,80.58,1
TU Munich,Priya Taylor,Full Stack Development,2024-10-29,2029-01-24,b2333aecee06d3e0938f4fe1955baab25c130c52cd53813682406aee2d7fd26f,0.928801062455799,428,0.9441225939620436,0.9867740221092866,0.9408822984400396,1,4,10.295268363725844,0
Coursera,Ana Smith,Blockchain Development,2021-11-22,2026-09-27,6c316e275be62e55535accae14e4d83c7ac71e8a151d0dd6986b0faf39fa9791,0.9054625436294699,1500,0.9048138131260803,0.9132350004214477,0.8740498712012169,1,5,50.6396797786686,0
Harvard University,Patricia Hassan,Data Engineering,2024-05-24,2028-04-03,6931cda6ee614a9b43ad70bc267f06596c7ed486fc63d721907d1219826bc2d4,0.1343,586,0.2093,0.8398,0.0342,0,0,38.43,1
Columbia University,Mohammed Taylor,Mobile App Development,2024-01-07,2027-04-22,3cd324ddc226b602e3685c8303148acfa00bd1c3854a0a36edc769ee2c996837,0.8581799514957804,724,0.9294140514933094,0.9044963927740255,0.9110659369886237,0,8,68.18716166895842,0
Yale University,William Williams,Natural Language Processing,2024-06-08,2026-11-04,21f0190a5d5639be197425d9a2f0b5ba0ce6edf959fed6536f38ee6d3f2b5584,0.8276718345793838,571,0.7330441183508187,0.8757086413425956,0.5838954394239702,1,5,38.36546426417025,0
QuickCert Ltd,Mary Rossi,Quantum Computing Basics,2023-11-27,2026-07-03,b71486eefwd5513ec4aaf1cc8bb67ce7c789761f3851971b0d415aa1da127d22,0.1686,765,0.4,0.6008,,0,0,82.43,1
Udemy,Susan Kim,AI & Deep Learning,2021-09-22,2024-11-21,b8c2535b6f6e3749b453e1bffd2e64cd7041e611adb958d5236ecbaf607d7fed,0.768774711285726,1561,0.8674824404847338,0.822591987476113,0.820579339418626,1,6,43.14304512587844,0
ETH Zurich,Mohammed Mueller,Machine Learning Fundamentals,2020-08-16,2022-01-20,da2d90b56a3ebc59837047421f4529ae9c64541e82bd8bfea53059b3d64ecada,0.8683291914152441,1963,0.5663936453208969,0.9291548695334808,0.9816776448158114,1,6,72.12429598107055,0
edX,Sophie Wang,Blockchain Development,2020-03-26,2023-02-15,4278631a467ec92bde9932c8ff8a28c3660aded9e56e1916533bda72b44379d6,0.8475299383113166,2106,0.5392317833748531,0.8989371310652001,0.9649464309824707,1,7,11.075803773771069,0
NUS Singapore,Patricia Taylor,Cloud Architecture,2025-10-03,2028-12-01,311c122ad2f5d6ff12b08528905a32b4e0efd6464a5aa5aa4540db3c4cdd9eac,0.8575879168243496,89,0.9021995423825699,0.8918846381685669,0.8509909308613669,1,6,4.214358587112338,0
Columbia University,Barbara White,Network Engineering,2024-03-06,2026-04-30,c0c9d3f0d8068adc2e44f62f6fa6648b96b10f9ad1f948052601ba5aca7e7b5d,0.77768663723467,665,0.6519435363262466,0.9513755004029105,0.760849013040106,1,4,12.700994184927904,0
Microsoft,Karen Thomas,Robotics Engineering,2022-01-22,2026-11-20,35952a68b8e4deac40645c21eebbad966dbff881e818448146ec781cbe5b1b91,0.6354807470090239,1439,0.8571402390994022,0.8785837973851127,0.982072228046431,1,8,38.050518081247134,0
University of Oxford,Elizabeth White,Cloud Architecture,2021-02-02,2025-02-05,1441373eaf3c366f18e445386071417977b835588b97facce98c0cadc9663022,0.9225940768067177,1793,0.7229352834961057,0.8724835048520705,0.6531386093003714,1,6,53.01875301023675,0
Cambridge University,William Kumar,UI/UX Design,2021-07-13,2022-08-03,e0f470b91f5188b851bcc7cb27eaa4b1025507ad1d89a17292596c0fa7a67421,0.904390784502806,1632,0.6001385379960801,0.9221210523019794,0.9025268537971736,1,3,25.246310256838033,0
Cisco,Joseph Taylor,Business Analytics,2025-07-28,2030-03-20,572ec09052042a08291c12ee3242010ef7ab6f6205530c7b8cf59131e2f06f60,0.7985903608517879,156,0.9333049211589288,0.8469274152742778,0.9159192636886808,1,6,13.524057435618833,0
Coursera,Fatima Williams,Full Stack Development,2023-09-19,2028-04-15,cab5c9fdfd15d4807e978e1e7e31e71ad531399c8fa1d2756a4d2a91660161f6,0.8523663272136881,834,0.8689814285578198,0.9732443007267777,0.9857438668924339,1,7,109.64941597395847,0
IBM,John Thomas,Mobile App Development,2020-07-20,2023-02-27,7c0922a972e0eae51fc7d5a1e5f3adf4d9cd543b12c0a4c7c93b5eef1654aae1,0.9251343913750026,1990,0.9374134430672375,1.0,0.8941419002845115,1,7,31.48404703779551,0
Udemy,James Ali,Database Administration,2022-06-26,2026-03-09,3c41661031dccc3e619976dbd0e0ca94c4d4f869b673f084a3f079b50276cf1a,0.9267766182863489,1284,0.9465656099687968,0.8491956635162948,0.8496782621619118,1,5,25.27864008021225,0
MIT,Karen Martin,IoT Development,2021-11-21,2025-12-28,61d78cf2cd39eaf1c66731d6bcdcaa39e7ac14044de2110b48b36223ac207972,0.8866679071759207,1501,0.891549934115436,0.8171281821074214,0.8421291768065362,1,4,3.6911684373251816,0
Oracle,Susan Jackson,Cloud Architecture,2022-03-24,2025-07-22,c26d8e89654ec1017b597902ddd10f644e35a2dac17b94b0a0c38a811feae5ef,0.6757097570002001,1378,0.8753210474216251,0.9608983096468804,0.8906216264834027,1,3,24.503686767103822,0
Harvard University,Fatima Kumar,Mobile App Development,2025-07-24,2029-04-24,76354eaa843a7b1c295175beb22655c211fa55826ed10618b95b833b251c8ef8,0.8730795705557863,160,0.7699275872036979,0.9386746581221611,0.7038269373868097,1,4,11.510583363841345,0
Adobe,Robert Dubois,Business Analytics,2022-03-15,2026-05-03,53f00608deaabd36520d12d89becc5f31c7327bda9c0917dd274f75b92471079,0.62435363833393,1387,0.5772058546540605,,0.6054082720469027,1,3,18.352856380534515,0
Microsoft,Michael Miller,Project Management Professional,2023-05-31,2027-09-15,c8f926642b93f84703eaa27579fd8dceb428cd71ddea2da4d055e2ed44e1d51c,0.9587412273346398,945,0.7632504058939562,0.957057230997183,,1,6,11.587662801871911,0
Microsoft,Mary Davis,Agile Methodology,2023-12-14,2028-03-14,33749267814f354445192fb9ad8275c12723026c3c33afda6dd05371167e9d4b,0.8192687027563522,748,0.7912211021084489,0.8072138215649711,0.9453409291883386,1,4,38.33744029050976,0
Harvard University,William Martin,Machine Learning Fundamentals,2022-04-20,2025-02-05,1392bac0a4e7d503434785f10c8b19013a859a6c67ba554864553811763f8148,0.7881328129316315,1351,0.8744443744327693,0.9346426474155617,0.8105325182048,1,7,20.79860716712346,0
Google,John Martin,Software Testing,2023-05-28,2024-10-31,6efc1110fc848d86b45633616ef18be9642b4978547aba61689c2c770520d41e,0.7184230482413938,948,0.8796445460826761,0.8776603140965797,0.9206014041236341,1,6,21.91485974944511,0
Cisco,Elizabeth Wang,Software Testing,2020-04-10,2021-04-14,5880637f337cccd546de16839574e48352894e345f922137441de6fc5baa51a4,0.7118256399338972,2091,0.5918135653464617,0.9419078544208316,0.9297703544577661,1,6,6.417848676974066,0
AWS,John Smith,Mobile App Development,2020-04-13,2024-09-02,327d1772e3fa49fee01fdd9cf6c65a0fe3c962aa112e2746cb1348dab942c213,0.9088214958576297,2088,0.9289500654609569,0.8149986778217571,0.9004183721744278,1,6,10.677889700995957,0
Udemy,Arun Taylor,DevOps Engineering,2025-06-01,2026-10-08,5aff7710f2f09150d88b39a9260905e5b6e4e10e433876b2714c2d64e411da8e,0.7740629679995583,213,0.9243785306249039,0.9143692058667493,0.6195873719412035,1,5,8.009232991170126,0
Harvard University,Pierre Santos,Software Testing,2024-02-27,2026-05-28,a8104448c20ac4491d1c0415316c05d4e609d1630a6bd81781e9947fb40f06b0,0.8151697184554867,673,0.6445687285740829,0.9121481654703686,0.8869924045454927,1,8,13.701380005553995,0
Microsoft,Christopher Thomas,Blockchain Development,2020-09-18,2025-06-09,3bd6362ea6d8d43b5cb1ff4ccf502f90e4c2abb8c18dc1511c041d652895a8a8,0.7495805981336584,1930,0.5664606869761023,0.9482400773898244,0.7239012955843593,1,7,5.701032273817321,0
Udemy,Michael Thomas,Big Data Analytics,2025-12-16,2028-06-15,82cae468de98d02f557bd1b03e00da5582505888e4b64e44eb2069d47a219470,0.9932211756674206,15,0.7647708628528157,0.860662766358456,0.7784820091289446,1,5,2.5479832288059963,0
edX,Michael Kumar,Cloud Architecture,2023-02-16,2026-05-01,b6208990867696ba65efaf9ce5f504b2f4efb91156abfed41c9ef458b6b9098a,0.7514765606390333,1049,0.8757572655213243,0.8590034821595091,0.9052087663085098,1,4,32.02449790016161,0
Columbia University,Arun Jones,Business Analytics,2021-11-16,2023-03-26,0e52262dfcacefbf7603cde7f3818e8eabe4bf987dcaf9e2538322dd4303083b,0.8129600868241132,1506,0.9000679486248064,1.0,0.9399536791131112,1,5,29.505342799524946,0
Coursera,Susan Dubois,Digital Marketing,2020-02-16,2023-01-05,0d540470e08142eb8d2797e63a438e89cf0a1ca850b714ec43a9e7d95294ce4f,0.8396899980415689,2145,0.9167364695170231,0.9526389578536756,0.9992708174325634,1,7,1.8912395009811547,0
Coursera,Sophie Ali,Quantum Computing Basics,2021-11-03,2025-01-17,00eb1989a448955a54bea79d4b02496ac6f19d25d4caee1ea4ff537540fbc8e1,0.7736706871194408,1519,0.9341056798477383,0.89458949129889,0.828795756739634,1,10,2.693805269858016,0
AWS,Yuki Thompson,Data Science Professional,2023-01-17,2026-08-29,522b28ddb95b61b2b08bd8881748b28dc2e31916e4a5d0585ed6540dd2243993,0.789550510867083,1079,0.9119193229658441,0.9008709161952577,0.8546020981262784,1,3,16.24604048406357,0
IIT Delhi,Wei Jones,Quantum Computing Basics,2020-09-16,2025-07-24,0d6d74cd74fb6f45a93c2a49c229de2f4633c70473d1acbf40e122352617d639,0.8351920507239832,1932,0.971539421853678,0.9374815270834814,0.7276961844740506,1,5,5.266992706718467,0
PMI,Elizabeth Smith,Natural Language Processing,2023-11-20,2025-03-23,db2ff5440c81db8ae036bbbb4b99b20e25cd9c748bb8a0243568a42ae5fe9fcd,0.637118858277313,772,0.941731822801926,0.9679476299177997,0.9882836914516387,1,3,27.9090198867765,0
Coursera,Barbara Davis,Big Data Analytics,2023-08-24,2025-08-12,317dffec6b1139100f7f4b8b7a32f9b5b0a6a3f3433aff812766394b244b7c12,0.8782319908449282,860,0.7085752506384504,0.9460964278028267,0.788934558292069,1,6,23.02114389698912,0
Coursera,Arun Kumar,Network Engineering,2021-01-27,2024-12-21,ccefd17b354101a53702d99c9a1946284765890ede8a3b8f9f755ea838d35306,0.948630620137843,1799,0.9275388042719627,0.9884043472890358,0.8938046913853674,1,6,19.537018973825113,0
Stanford University,Susan Harris,Quantum Computing Basics,2025-02-21,2028-02-27,2202776535901f4363497e0af111873aa61047a63695df0bd160ebf2065c76c4,0.7638328002602862,313,0.7583653841688518,0.9417527448135208,0.9203029380863843,1,8,36.50837989768646,0
Oracle,Arun Kim,Quantum Computing Basics,2022-01-11,2023-12-16,846a4115e58dc65143d070799d021bfd3737bc35aa21fca8f66801afd49d1a3e,0.5799338449642302,1450,0.5589615436545268,1.0,0.809604950804421,1,9,50.11751545431935,0
Salesforce,Linda Harris,IoT Development,2022-11-04,2025-03-10,5cd05151a05da51ac5b196225ceb5ab17b9eb0384f8e84cd14031992e86163f9,0.7737890697128678,1153,0.7369255253532605,0.9136243638206276,0.953389900029999,1,8,3.8018263410308846,0
PMI,Linda Brown,Agile Methodology,2021-10-06,2023-09-30,e1a8694a2dae1f60a4cb4c656c82e85e8af5e499f7e4a2fc53a7cbf2ef3ff31d,0.7643500711321691,1547,0.9266531128584153,0.928800325596188,0.9117509949832205,1,5,44.65182428958269,0
University of Oxford,James Rodriguez,Software Testing,2024-05-15,2029-03-08,2e5edd86e533462c9cc29ed1b535bda4af66583a1f09cf831abb2a7496503cd8,0.9024436540170806,595,0.9349083450317879,0.8543098728029399,0.8316499802804881,1,8,10.169088659234223,0
Coursera,Michael Smith,Blockchain Development,2024-02-13,2028-09-15,2d8f56b8b0bf4b65af57f075477492fa2a483e108e457bc18950941404bac1d9,0.6779352165507263,687,0.8810715831453173,0.9050052187410769,0.8411763888281386,1,12,12.821473183475954,0
Adobe,Jessica Rossi,IoT Development,2022-05-12,2024-07-31,fe345f0a09ec868ae6aefc2532234b376ee52910fc1651c7dd5fad658ea98e87,0.8186750614335963,1329,0.9321275108421965,0.9307708621285168,0.8179021829772807,1,7,103.0450091882211,0
Cisco,Elizabeth Davis,DevOps Engineering,2022-10-07,2027-01-26,5baac96a2a1640cc479e9d0fa9d71c2276b85f9265c20efebbcfc1f5b14e791c,0.7976573547071765,1181,0.7567013862907023,0.9543632927130469,0.9334963782344539,1,7,64.88500997905592,0
IIT Delhi,Jessica Hassan,IoT Development,2020-02-08,2023-12-01,543744dd13424d0408749678277b562844a10c818620b942449d598595e2ab44,0.8033939920559588,2153,0.8203498635292376,0.9219338365382577,0.9511366613913016,1,8,0.32184489186285137,0
MIT,William Ali,Blockchain Development,2023-04-05,2027-05-21,0872f5c89d232be3ea4fad558c861b237a2bbe7afa6f408c9b38087f4e59ac7e,0.6396897335895048,1001,0.9730552103287432,0.9648018584574943,0.7668278306386327,1,8,55.46596697715966,0
University of Toronto,Mohammed Smith,Mobile App Development,2024-08-15,2027-02-28,08168c7d9fb4132f1cd941b2dc8e236c5a8a467576e3e1f4ec27421a9accc186,0.7177799101674799,503,0.9199928100380117,0.9760109509064934,0.7535445002698588,1,6,42.50194603352736,0
Adobe,Jennifer Davis,Data Science Professional,2020-01-19,2023-05-26,57e69246111281a8bc0d6f1e623fb40982ae2049ee7526e1160cf579c28ac7f5,0.5598113774927596,2173,0.8102574747367015,0.8878883760778006,0.9174540677957327,1,5,5.593750799761167,0
IIT Delhi,Carlos Garcia,IoT Development,2024-07-25,2029-06-11,d69e1c575386356d93d06b69fdd940a5832964b88bd42eddc324a2443d2cb9b0,0.9099693916390935,524,0.9231568156778474,0.8348234823125331,0.9208869532707628,1,5,68.99418204909708,0
Salesforce,Jennifer Davis,DevOps Engineering,2024-01-17,2025-06-09,82afce39d4977701450c8a2a59defcbed53f3553de5c122ffd56ab2b75388670,0.8211957590068668,714,0.9646998411364393,0.9737313153412742,0.9322376523832061,1,4,71.81131928068373,0
Cisco,Susan Thompson,Robotics Engineering,2025-03-08,2027-06-24,73790cae496e6220ddcd34d25e8710272097b57062187b7f4861b0aa3565f7e5,0.8651977626116942,298,0.6375329496562779,0.8719511463152063,0.9880862199929017,1,6,48.72409819914989,0
Udemy,Barbara Anderson,Natural Language Processing,2021-06-06,2022-09-19,b62b4f7683bdb3e0263ed35f8687f9a7f35a036c698e863debbfc3e7072d3214,0.3141,1669,0.1591,0.6987,0.0896,1,0,38.03,1
Harvard University,Richard Tanaka,Software Testing,2024-10-02,2027-09-05,6a73c2d63cf8b8782c8324d7a98d10bae4e4215f2c79d50f12b63af7db975c9f,0.7578066652478069,455,,0.8873255451028971,0.8341255120834132,1,7,84.95805899813215,0
AWS,Jessica Harris,Software Testing,2024-02-16,2026-12-25,2f9df67d80be1f7be28914279411559e3030cd7f7ec825820473beaec714f2b0,0.5989624557929355,684,0.8969667586890707,0.9155844144506484,0.779221419898814,1,4,66.19173782582003,0
CompTIA,Mohammed Brown,UI/UX Design,2023-01-31,2025-02-22,b416e21d918de00fce0b04cb0dc14ce3a59fef21a4ecfbe21986df870163120f,0.9252237934875072,1065,0.689343299533613,0.9272236998368145,0.8929191922306183,1,5,72.63179925749262,0
University of Toronto,James Thomas,IoT Development,2022-08-09,2026-01-18,eecf0e78d06b92b98ea174c91ffc6aef17d5b53a9e42a34fb7aa6eb4f18113f6,0.8247167315301648,1240,0.6343632680743032,0.9120904401861244,0.9557519188092543,1,7,25.903657586256507,0
Salesforce,Jessica Smith,Business Analytics,2025-02-16,2026-03-05,914ad89524a71689d898fb5548751b551971f7922a39fefd6cc174d5a5f75a79,0.8463845346368032,318,0.7464683690563433,0.9318046023442214,0.81599172145671,1,5,9.755511020088864,0
Yale University,Elizabeth Davis,Database Administration,2021-01-15,2022-06-25,37ccc0aace01303b85f6acea5c3e6ef026c4ba6b17adc1b072d5958c27bf69be,0.8083307143762221,1811,0.9697779356688774,0.9929442694316235,0.5594857822655347,1,5,13.781004309565226,0
University of Toronto,Yuki Kim,Big Data Analytics,2022-05-21,2025-12-25,c25c5efddf218cc969b26956a1587304bed2a4a477374d056be68c40079b8bbb,0.8036688432844923,1320,0.9552935554415054,0.8596801004746053,0.910066307247076,1,8,17.989246060668627,0
Yale University,Mary Smith,Business Analytics,2024-12-03,2029-01-23,3ddce446460556e88a1da4474c754006253fbae86611cff4b27d7bb0f466cda7,0.7227184166029533,393,0.9648636982701208,0.8449119606822773,0.9769568112919919,1,6,29.204102681407047,0
PMI,Richard Thomas,DevOps Engineering,2025-10-23,2029-03-30,1dad167654f7856bbfc28cfa7b43a7ad13c2939fe857de92b9671a1b06e49ced,0.5974115382891436,69,0.6410730987518055,0.8814262002795906,0.917046422419872,1,7,7.009362130024112,0
Cisco,Sarah Jackson,Big Data Analytics,2023-11-10,2028-06-21,d05efe9598953d21c70a69d7e5976579c055001bbb972888e1c43b1553c50bd2,0.897498684664988,782,0.8481757333276309,0.911664002878953,0.9412089129876359,1,8,26.383500508561124,0
Oracle,Priya Patel,DevOps Engineering,2024-11-18,2025-12-05,3fe9718db387fb8002d9d6ce39ae6d23ec5cb18a5914f8aeb4e543b2109e84d0,0.9201440213530158,408,0.9490023066175826,0.8989580960171436,0.536608223290002,1,3,10.716512014359523,0
Coursera,Sarah Harris,Network Engineering,2021-02-15,2022-03-02,f66b2944c456033181b5fea25d5b61ecfc2efd8ad8e0af5a2c60bf6cfb42aa46,0.9579729263802923,1780,0.9643653510248211,0.9874895690004849,0.8400962675599868,1,6,11.672551460221221,0
Google,Carlos Davis,UI/UX Design,2020-11-13,2022-10-12,6ad56d6922a08b9624c1d478c7c860d80a972882e75d135e1aadeda3c113a6de,0.8240613090253803,1874,0.7816126177545047,0.9143357207496081,0.6013915062899275,1,9,22.793575335297056,0
Coursera,Patricia Martinez,Computer Vision,2022-04-27,2025-03-30,c708dd4b6b66adfc624355db936100409edfde6eb32064f31cd92c68762206da,0.6870379974113885,1344,0.8067258281752637,0.8761985471270888,0.921539084416281,1,6,25.889023002719227,0
Oracle,Arun Mueller,IoT Development,2022-04-16,2026-12-01,f80b68ac7dd84c13b038367dada5d22d9d38b7768881dd59f8959d26033b7177,0.7209408326634992,1355,0.7838902159553965,0.9544099657069588,0.9739488825353693,1,10,10.988280899870784,0
QuickCert Ltd,James Jackson,UI/UX Design,2022-12-01,2023-05-31,90a184af8a1cdd1b929c179a8c730764757b6be9ad9a7acfae3a92d706ca98d2,0.2872,1126,0.1125,0.6676,0.1941,0,0,44.27,1
Google,Sarah Martin,Quantum Computing Basics,2023-02-14,2026-09-03,2615fa9498a8a8b9baa97a119b4b3b25e0d45615b3f8c2b8343e319a229f9f14,0.6375638869531187,1051,0.8412361197997429,0.8856395538555633,0.8741159438266336,1,7,10.178236818633529,0
Adobe,Christopher Santos,DevOps Engineering,2022-05-09,2023-10-19,654768dcd93038e3ad0d373fe9b600fd81f14ea81af77d92fb5552f77b5938e6,0.8960317238843979,1332,0.6719399388684117,0.8800726612186208,0.7390695193530814,1,9,15.257432560170031,0
PMI,Patricia Patel,Computer Vision,2025-10-27,2029-10-04,cf41932fcd0959ae2aee545214f014da535fb8925500ccf0f734149edfdb44ae,0.8381495839917931,65,0.8895813521608227,0.9453428320905083,0.6334293063443939,1,5,26.68989065520697,0
Microsoft,John Williams,Blockchain Development,2020-08-11,2024-06-04,8b2714d811c5eaf134891e35122e74d0f0d33284ba72ab595109ca8d4da6063f,0.8057133419562089,1968,0.8808511155917375,0.9283353398001961,0.7425736301810157,1,8,36.171273007561645,0
Stanford University,Linda Thomas,Cybersecurity Analyst,2022-01-20,2025-09-15,6ca35323f4cfc7318dc7414b200033cd9f72a54a42823519134ceeaa07b0b9fc,0.8803133430466324,1441,0.8772409256764061,0.9396057211903591,0.9001027239729876,1,5,65.91869610537128,0
Harvard University,John Kim,Digital Marketing,2023-02-19,2027-03-10,d6dcd0b808f059caf6219f2a75a698b058a7ce5f015bd839bd63619dcdd6a9b7,0.8005805994144743,1046,0.7620454181497781,0.9298660094352588,0.907615054219256,1,4,18.446017088180596,0
Johns Hopkins University,Robert Santos,Cloud Architecture,2021-08-26,2026-07-17,180793f765d19703f87c90910cabdd9d2927200f2fa41702c75080dc25384d54,0.8117799058482139,1588,0.9508953265154662,0.9196228290441529,0.9940996846048875,1,7,56.836726095547334,0
AWS,Patricia Rodriguez,Mobile App Development,2020-07-30,2025-05-23,79cf0344f6f34c267d029fcca8d26610d95ad46d02a5de6eb4cdfc45ccb0e94f,0.1023,1980,0.3409,0.5255,0.3048,0,0,455.82,1
Salesforce,Elizabeth Wang,Software Testing,2024-04-17,2026-08-08,01cc9b3c7b3fd07a4ad055bde58d650c8375ae78aece371b965bd7f4cbf4a2ab,0.7701932615701265,623,0.7809017643712406,0.9055306812185021,0.8710540814611462,1,6,82.7436382092476,0
Salesforce,Christopher Martin,Data Engineering,2023-06-19,2026-05-27,f6c08701609d2bd8ba57ba37d6a669bb039669d1cc473f0973dbe59c57218034,0.8289038025681627,926,0.6727526541851625,0.817289945176001,0.9420096536375199,1,11,11.874655412213446,0
PMI,Priya Davis,Data Science Professional,2024-06-28,2028-02-26,a4d1bd44bcf0789c901ee255d5079c9f7a330db31be741045010cf21901bb746,0.720343424463763,551,0.7691936808580936,0.80284706018943,0.8453423980588554,1,3,71.94535487131762,0
Stanford University,Pierre Rossi,Cybersecurity Analyst,2023-12-03,2025-11-07,e5859fdb6bf31efdca3e6188d800870e90776a5a5fbcc375b224240bec104222,0.9670314123488489,759,0.5285002113013971,0.9325400407823027,0.6729684785562645,1,2,35.659257527090055,0
Cisco,Fatima Thomas,Software Testing,2020-04-21,2024-10-01,7bb302a5f6836b161871fd433d575cc6efc57d8234acbcd061975d7242972769,0.8154064916904148,2080,0.8927661750163649,0.8499696883337369,0.8846086961083368,1,6,28.741701934187976,0
Cisco,Thomas Martinez,Digital Marketing,2023-07-10,2024-09-25,02e4e4e97e5934661713f5320e5399bf36b67b14bb04580a6aaf285057be7a26,0.768351758080984,905,0.6657044126780213,0.9559146678686278,0.8153384901924624,0,8,5.24354733405461,0
DiplomaMill Online,James Santos,Database Administration,2023-06-29,2024-12-02,5cff156face4d935f3817c72a9d571da3f819b139a30c4dfff8d2e3fdeaaab6e,0.3881,916,0.445,0.581,0.1108,0,0,98.27,1
QuickCert Ltd,Yuki Kumar,Computer Vision,2022-04-24,2026-01-04,359b42a2a80a0e43c5817a0ee45a8bfe0f52ddb29c6fbeb6cb8dfa269e5c90f9,0.0872,1347,0.1455,0.4979,0.1742,0,2,38.23,1
University of Oxford,Linda Taylor,Machine Learning Fundamentals,2020-12-06,2025-03-27,4cd19226aa5fa91e69eaa9a4b7eeacf4a4d42896eeb0282384fd9e817e00824c,0.8709612851190415,1851,0.8315718624065277,0.9868073582889847,0.8355661922573053,1,10,11.966269623323226,0
ETH Zurich,Thomas Santos,DevOps Engineering,2025-02-10,2026-10-12,355ddc3168b3b9c5fdf01c510784329b299o3878734dbb4fdc7f4001c8d0360d,0.2035,324,0.1084,0.4455,0.1507,0,0,83.99,1
PMI,Joseph Miller,Blockchain Development,2025-03-01,2028-07-02,66a9437037141d6ca47c222a3cc972b32a6d901e8dbd2cf6c1c588eda05b369f,0.9535744693551503,305,0.9943512202941236,0.9407906047051559,0.9392556435850977,1,4,65.54111911417343,0
IIT Delhi,Michael Dubois,Cloud Architecture,2024-11-26,2028-10-08,e149a58a762cdb1b0285a2cdcadfece0a7b2969cafd93151dce19fd951e25348,0.9334362408653187,400,0.8945750312375189,1.0,0.9293847098696579,1,10,2.305848034506714,0
TU Munich,Richard Brown,Project Management Professional,2022-09-27,2026-11-24,00ad8673d683e064ce6d594d877d25e20098ad0687fbc7508dd9dcfd2e6b8fa0,0.9325059076141886,1191,0.5943860050517639,0.8736096214245834,0.812233980954943,1,5,3.3689946960875097,0
IBM,Karen Kim,UI/UX Design,2025-10-25,2028-11-06,894d2749456897ca4c8c00cf3faba47ea215a588c466d567d5502fead136bafe,0.8485249810905962,67,0.8974618727190444,0.9428744215879132,0.6113115315006495,1,7,15.451357657789755,0
NUS Singapore,Priya Garcia,AI & Deep Learning,2023-03-19,2024-05-04,cbfa188c2778842767f74e829932f84aefbba4fc6ee4b40f71b5688d48e4ec60,0.6782589958790869,1018,0.8479658064861317,0.9268512614551572,0.920484854236308,1,4,24.571883782074995,0
Coursera,Mohammed Dubois,Blockchain Development,2023-06-30,2027-02-26,7abfe4c03ac2aa3a118951d4acc280fd3caf339d90c4c6e72dba2c90455aa87a,0.6459445274994497,915,0.8560233562708829,0.9445953452358616,0.9121925577558236,1,8,34.55898154930516,0
PMI,Fatima Kim,Data Engineering,2023-11-16,2027-08-07,e9d7a09d03469be639ba08c2ff1e8ac3be723b7294259b0cec8acc5361aa66ec,0.8452107454704129,776,0.8492930661846327,0.8952879567317722,0.6786047378954071,1,4,23.349671641254055,0
IBM,David Thompson,Data Science Professional,2024-10-10,2029-03-11,ad0b2c968951be1176bfa77394a8dc68bbc281d45e961bea729d9e790e121fee,0.9765798694760975,447,0.6131368491450562,0.8616903720195168,0.97830216932979,0,2,9.209233056998542,0
NUS Singapore,Priya Dubois,Mobile App Development,2024-01-15,2025-01-16,626ed407bc37d4f65acaa82f28579553721b7600019faff6f3ffcb9e82e6db6a,0.7349624866485385,716,0.8002895053759478,,0.6630139355303414,1,7,43.27621537876805,0
Cisco,Ana Dubois,Network Engineering,2021-06-13,2022-10-28,0330d7f9ef04d08381c2217d5cd392582c4ff63b2691c678e97ebe83875a4448,0.714771702644998,1662,0.5791145473685572,1.0,0.9696677193681918,1,8,48.25705589592556,0
NUS Singapore,Jessica Rossi,Network Engineering,2024-07-11,2029-06-30,e280e0cb7f60d5136051b251eaa395d2037760bcc52cf0de3ea9eab5b86b4c17,0.9408323298741467,538,0.5140939192481919,0.9048252245648077,0.8783409729741453,1,3,8.035682689658959,0
InstaDegree Corp,Arun Kim,Machine Learning Fundamentals,2020-04-01,2023-11-02,8a54f90d98c2fc19fad944d0d97107a885578174e005b83b0ea7a19f2dd89c8a,0.0099,2100,0.4224,0.6287,0.2787,0,0,17.88,1
University of Toronto,John White,Data Engineering,2021-03-08,2022-11-04,9431dc35f2f3b8ccb1c2556129b33234a6055bdb567b9d1b7fd4d2b51384fd6b,0.47975580550897345,1759,0.9300909927331412,0.8820696663344447,0.9331440417704314,0,9,49.6439161671618,0
IIT Delhi,Barbara Davis,Software Testing,2023-11-23,2025-03-07,cd9e5daeab01434204c0356d03d9d770381ea4a5fd7b3c12290779dbbee71000,0.6667124055971025,769,0.959311041620206,0.8950307850704314,0.6725474762526327,1,6,6.560326756866725,0
Harvard University,John Chen,Big Data Analytics,2024-05-11,2026-12-24,ac3abe0d7587c92501cd60c30950980afdf4533c3859d6896ecc9a0c6bbe04e3,0.7234671304463587,599,0.8240840512855442,0.9492450800910296,0.978899083264837,0,5,53.282796387057694,0
TU Munich,Mary Thomas,Natural Language Processing,2021-08-31,2025-02-13,a96b962390b66fcee7ffb1b44d6fd694c279f0f2ef611320f48167bf769fdd99,0.8348925420028224,1583,0.7669314837064644,0.8661677931111001,0.9024331281414351,1,8,11.826985340482617,0
CompTIA,Robert Anderson,Quantum Computing Basics,2023-11-09,2028-10-11,c146b199dd0c1d730b04573a30c1a68bba898696f2bb5ac30b57c5f5b15a2ea6,0.6696995427959594,783,0.8591358925941719,0.9327090262089138,0.8466920598075579,1,5,84.64574577624822,0
University of Oxford,Mary Davis,Mobile App Development,2021-12-10,2026-02-04,112918d68bbf942eabbe2a68b8d777c554aa1e9666f65b1775f19096babecd14,0.872262647888346,1482,0.8532352788867275,0.828640203126437,0.9352997923872324,1,7,10.314894997416154,0
Udemy,Richard Smith,Project Management Professional,2022-05-11,2024-08-05,ef9cdac50891a365b52fb96fcb13b13b8e4ad6520b404802b142bd0b0b2436a5,0.8768903336665221,1330,0.7653465300843858,0.8904115856072866,0.778953394276902,1,6,11.148097258267399,0
Johns Hopkins University,Christopher Santos,Software Testing,2020-02-11,2023-02-03,3e0a39a5808dbc0e32f7001575680b4387c516c77674400c3ca34b6831f2a0b2,0.7987816885646251,2150,0.7024408654692033,0.8985108802422967,0.9486805846376639,1,8,4.00597169501013,0
Adobe,Arun Smith,Agile Methodology,2025-10-12,2029-03-28,fa3229c4333e29e371c122f7e8d1290bcb68feaac571b10e2367182dbc08ac3c,0.9153393262041031,80,0.9649750818601722,0.8733587217184731,0.9181570881375012,1,7,1.573231774502192,0
University of Toronto,Patricia Kim,DevOps Engineering,2023-04-30,2025-08-29,9272e317edcc8e4c6f6f421c7c0fbd2afd3eb112f365c03b66a0aae0baadc05d,0.7651258055793941,976,0.9049846574295126,0.9249638850508074,0.923368057279865,1,3,88.39451595143728,0
Yale University,Patricia Kumar,Big Data Analytics,2020-11-27,2025-07-30,66c2ef751b2d70ffce5c81ff2632597efb8faf3de2fef50aebcc80f0d26c9f7f,0.7131187928844253,1860,0.7825566347279369,0.8944658030902175,0.9252370152396868,1,7,48.72586435467788,0
IIT Delhi,Michael Rodriguez,Data Science Professional,2025-06-13,2030-01-21,3b24c7f39ca42dd2e2443af3743460918b9515d652746e4f19f63d1f6d15d613,0.8350185590637417,201,0.8950374755214379,0.9469585356450689,0.6558333332642377,1,6,47.11479501861573,0
Johns Hopkins University,Joseph Anderson,AI & Deep Learning,2023-09-16,2024-12-27,ae565399ca9513fcc9b03f9ce52784442f074ef0e5b6db7482e9b780edd9b3f0,0.7847789871914185,837,0.9594044181946678,0.9841117234607287,0.8136007466802921,1,7,26.17319757931552,0
Oracle,James Tanaka,Cybersecurity Analyst,2021-05-01,2025-04-09,71d3cc20f89b2266b8bc7d3fd41a922dcf4875936b3f7033960a843404f0e535,0.8700298828929134,1705,0.6946686466481697,0.9442899589076896,0.8321507786668381,1,1,9.410438125830389,0
NUS Singapore,John Rossi,Blockchain Development,2023-12-18,2027-08-15,f4c03d51cf0e1e5e5b7877259110e1e7d9467b1b0f7c2234c6d06008983b50f8,0.9125874020650113,744,0.7907300976139439,0.941970550758806,0.8002194007305676,1,11,27.461552559833336,0
ETH Zurich,Carlos Garcia,Blockchain Development,2022-01-04,2024-05-22,ff8a46de4d90eaba404c8f490978e23990f86ed2033266e9bdbaf972afb6f232,0.8407771739541563,1457,0.8688464686368202,0.8573750794479597,0.912919909046129,1,7,25.324792720145606,0
AWS,Priya Brown,Big Data Analytics,2025-05-12,2029-08-08,69fe33e67c098362f38ee0cfdf6bac3da1462cfc954317a7934c0d463712de63,0.5023958458603016,233,0.9685112761575381,0.978157821124212,0.9228941715547658,1,3,15.597301395630934,0
CompTIA,David Davis,Agile Methodology,2023-07-08,2024-07-22,9b6bcf61173bbf07d8b6bf238c00d920a1e0acb41e2a4875ce9e6659cd5cbfba,0.7360676943625979,907,0.8193344889340841,0.9207838554956482,0.7846899118807336,1,8,50.984312244246766,0
edX,Wei Rossi,Quantum Computing Basics,2024-06-17,2029-01-15,30cbef8e007531a3f052a79cfe1bd86cdb5c24703948ae4aa2e975fc512c1a83,0.6918316292255206,562,0.8212328443043354,0.8217870865067987,0.8757346705231204,0,8,13.592253463898693,0
IBM,Mohammed Ali,Cybersecurity Analyst,2022-12-30,2026-08-19,d6d61a111c56a868aade195a5c40bac39df8d00c29e2a277b71b4d1ccc058c25,0.8516459594486563,1097,0.9455809428052846,0.9470429189606346,0.8076844753122873,1,4,3.0768219170328,0
edX,James Jones,IoT Development,2021-10-09,2025-07-04,092d878fa36bdd3e9718c8711b980164db882cca46bb7a6eecf223083873220a,0.877587734589148,1544,0.7019176209894542,0.8845011299456751,0.9472593520454935,1,8,2.683883753991582,0
Cambridge University,Carlos Garcia,Digital Marketing,2023-08-25,2027-03-26,0290e11d05316295fa9bcbb5ed4810a4f4f595d0c71416ddb60b426d34d5d23e,0.0708,859,0.2042,0.9089,0.2327,0,0,29.28,1
Johns Hopkins University,John White,Natural Language Processing,2020-01-27,2023-04-28,a989f75e262858243cabe51d19af1bae1cf0eb0181678e6d99f9e08373de1b07,0.739176173065918,2165,0.6424434950590134,0.9390422055504904,0.8927617945338325,1,5,47.83524238046218,0
Stanford University,Fatima Miller,Machine Learning Fundamentals,2022-12-30,2025-08-22,92b42c95c914eec545b2b289801f7b3ff44770b2f9e7b7c4babc4fa0721c090e,0.8506794643818156,1097,0.567975103324783,0.9681639118404204,0.8812907326192293,1,8,13.537920197647518,0
CertForge Academy,Fatima Harris,Robotics Engineering,2023-01-12,2023-08-19,61d16dacf37a4df7ee362d635fba1a270ea7340a812e0848bff7d1b9030a1308,0.3256,1084,0.3067,0.8071,0.0863,0,1,10.37,1
AWS,Linda Johnson,Machine Learning Fundamentals,2023-07-01,2025-11-20,2eab5c7c6b08924d7cfeb583297f8c8fae68110821f64dc5bb2ebff2d43c8533,0.6290157082006179,914,0.8648430004752011,0.962435929717024,0.8943854656292175,1,6,60.67222407521238,0
University of Toronto,Barbara Rodriguez,Robotics Engineering,2023-01-30,2026-04-09,b2c13657feb3f4dc49fa6e7bda3966a5b684297746ea949be4621c18c4340d19,0.6747100240157382,1066,0.9255007768578477,0.8648449284891212,0.6442567512767624,1,6,20.00655380324782,0
CompTIA,William Thomas,Project Management Professional,2023-01-03,2026-05-06,57eed4035e3d5cdf6ae2ae58fb81f88252a7a2a9185af4d0b765ea2e09895bf4,0.8050642244406756,1093,0.8948318006700341,0.8912600685849323,0.9573447074017144,1,5,0.06420425834615717,0
University of Oxford,Thomas Miller,Blockchain Development,2022-05-25,2027-04-23,491cc8fb7c5835157a9f79f9db78425da29b4f3aea13bb213cfdc8bd94cfebb4,0.7919306558628286,1316,0.7732245420360784,0.8703426515584112,0.9055712991581063,1,6,7.459397214801095,0
Columbia University,Mohammed Anderson,AI & Deep Learning,2020-07-20,2024-02-21,63f14c4cd8ad8eefad8efc986caf2e7eae9dcf97b61b59e0ff9e1e6181795faa,0.8030105688514831,1990,0.7820369844093653,0.9632276313916736,0.6967228319764357,1,8,0.20314414211590512,0
NUS Singapore,Richard Johnson,Quantum Computing Basics,2022-11-04,2025-07-18,a7b553c03a198fd42549afc59e777676cdead20ae0633f7bc4d99ff7470999f3,0.7936933909553824,1153,0.6016745629901181,0.8779547261073438,0.9942327224476399,1,6,19.597147937731332,0
IBM,Elizabeth Hassan,Agile Methodology,2023-03-09,2025-07-25,f0910f84d873a6a0cf475ad2848b76aa9c5d2be7bfc62afc69322c8e14bb38b4,0.0086,1028,0.1313,0.8368,0.0484,1,0,38.43,1
PMI,David Kumar,Cloud Architecture,2022-07-19,2024-09-23,63c1e7cde3d7e000495bf3434ea4874e40a982c151d39c15187324044ef72634,0.8112608473947722,1261,0.7862832440010946,0.9255319296455992,0.5306216542431592,1,8,14.684025434441754,0
Salesforce,Fatima Harris,Database Administration,2025-11-26,2028-10-01,cecaedd07c239aa6af2af6e862f95ce97927954fa463e1b859857798146146fb,0.5762580957454458,35,0.9139311853976114,0.9797373190804796,0.9704272521270472,1,2,16.410945018215628,0
Stanford University,Sarah Hassan,Project Management Professional,2023-02-05,2027-04-21,66cf1558cd64e6f7e35afdc93ef6b10d513c1eca7ccde1b5f31a3a07aea4402c,0.7580916615659965,1060,0.9074158683541476,0.8776385582632362,0.8267545215874427,1,6,62.76563067226767,0
Oracle,John Thomas,Big Data Analytics,2025-03-01,2030-02-24,85873dba65d5eb05519b949f6e1290672532177888c84874227ef59edfaf4f50,0.7220334365103829,305,0.9237460618828895,0.9999761572552903,0.9724886795348396,1,5,34.829260488127716,0
Cisco,Christopher Taylor,IoT Development,2021-03-15,2024-11-17,1dd788118485d97e64a9681c44f9129488837e089e2bc13b33bce81406ae832c,0.8822090115550013,1752,0.8603583683262006,0.9610261587058446,0.7105614898363263,1,8,11.386295741310475,0
IBM,Carlos Chen,Digital Marketing,2023-08-31,2027-02-25,f07461cbc766793cb7d4c62865bfe5527ad87456b385549b46adb4646ea4c51f,0.9182500189311472,853,0.9387783750192092,0.9586469101198678,0.972227915820046,1,9,11.358521848720498,0
Cisco,Pierre Williams,Business Analytics,2021-08-12,2023-06-30,26dd0663055303369d852864a47d12a7f2d8387bcb6cd93094c828cf5215d670,0.9010349730819316,1602,0.8336202922872928,0.9737778341600194,0.7819662123073284,1,5,22.390256284680106,0
Coursera,Jennifer Davis,Digital Marketing,2021-01-29,2025-12-07,6413c1f886e637081bf1f95655c50f65aac273d3911a8e8dce6f7d69ab3f0ded,0.9709265916304337,1797,0.6733663487923907,0.9614002296284061,0.7907548773510407,1,5,1.0274785465576903,0
PMI,David Martinez,Computer Vision,2024-02-28,2026-09-24,3aff5167c1c9692f595bba7619fb9867e60bb3e5fb11f66746eb0aadcc3ca4b4,0.7830116105338961,672,0.8862959578821453,0.7839788453122656,0.7349884088448242,1,4,57.8142764802552,0
Google,Arun Martin,Database Administration,2022-05-11,2026-11-07,684af133746fd7b50eb94afb3662b41fe6a7f2b929b1542ad08178c6e4204ff0,0.9119357344585066,1330,0.7823864820612613,0.9469298065974955,0.9819656448970733,0,11,11.930278042155905,0
edX,Pierre Taylor,Agile Methodology,2024-11-06,2027-11-02,f993d2169309e1ce3a3bd7d3cbcbefca360c74cebccceddaa6732a8e19401484,0.725580401728798,420,0.8114548196693286,0.907839778526164,0.8219416413302971,1,3,13.97421164133349,0
NUS Singapore,Jennifer Anderson,Cloud Architecture,2024-07-29,2026-04-20,414275c4854029c5a843cc4f198af91c528f3a3981441ace4bea41408d0059f5,0.6502166830481654,520,0.9746844750133569,0.9726816055087066,0.9422056306020252,1,10,39.83892386478249,0
Adobe,Barbara Martin,Blockchain Development,2021-07-29,2025-01-13,07db3100ffb2773742ee9addf0cd39802cb3ba7f72e2b0b9c224ad394f80c34c,0.8036717800879599,1616,0.8073416508891481,0.9518262231608505,0.8850993872994588,1,10,15.702232494949069,0
Microsoft,Karen Taylor,Agile Methodology,2022-06-09,2023-11-27,8544c6b22a72f84862d14e6cf231871180dd95f8105979d1ca7bca715166fc59,0.8027295488603932,1301,0.9072535280963633,0.9568010348088323,0.8340962160755011,1,7,16.721415276346914,0
TU Munich,Jessica Chen,Software Testing,2025-10-15,2028-09-09,b078bd52047ca0ae740c83aeb6a453813339b43112bbfaec4bff2bf44d0b9baf,0.7550050268664142,77,0.9543580015393501,0.9309346205204924,0.7132271062312115,1,5,0.9354376263748432,0
Yale University,Jessica Hassan,Project Management Professional,2021-05-25,2025-01-13,9e9906c78c2228e0b92add5f3cf9ca343c3e565842f849b3e19a759806909570,0.9045496742988269,1681,0.9625795461435979,0.9262065250863222,0.886883480254266,1,7,0.5956792574222198,0
NUS Singapore,Yuki Martinez,UI/UX Design,2021-05-05,2025-12-07,ede056ea7bd806e2ad92a5f5646af621b1242dcd8664a62200d55f15ed472939,0.6156495376459714,1701,0.916965582115791,0.945524657066113,0.9756943781937469,1,3,105.65823628930406,0
TU Munich,Robert Thompson,Agile Methodology,2024-02-22,2029-01-10,372a57714f19021ce08c6ab8c18452322be0dad20c721ead425a2d9705946a08,0.8457477503132824,678,0.9453931948506737,0.9316368403980135,0.9268616363406452,1,8,36.81212008866131,0
edX,William Wang,Quantum Computing Basics,2021-07-01,2021-10-19,13295b6e603fb7e10eb95a656547a2f769d5030cce78d84c777fd6d17860e36a,0.3344,1644,0.119,0.7504,0.0556,0,0,15.49,1
Microsoft,Mary Rossi,Cybersecurity Analyst,2022-05-06,2026-11-29,c420765b3f4256ea37c5d2b928caed094e60585a8533223a997306bbabd0d4c3,0.9463460217079713,1335,0.9476247657867146,0.8124745361926081,0.9085566831360065,1,8,3.9317333612534138,0
ETH Zurich,Priya Jackson,Full Stack Development,2024-10-21,2026-10-01,ddcb9ec368afbbae7474b9b5ab1b1076cfd4208e9b6ca55976d467fa1fe4b797,0.8590740527463344,436,0.6133388681949936,0.8656734835998525,0.4681599809258212,1,7,105.29729716859606,0
edX,Sophie Kumar,Cloud Architecture,2023-04-30,2027-07-14,30e6fe65e332d8eed8629135de8ardeea39d834a602d419d9fdb84cf73c35ce0,0.1933,976,0.0857,0.8115,0.2106,0,0,17.58,1
Oracle,Sarah Martinez,Full Stack Development,2025-08-29,2028-02-03,8434776a9e1a7615202414196029b017c21090bfd13abb8341d60a1858bcae05,0.8814448108192549,124,0.9034038380289887,0.853885342136418,0.8055009653461123,1,5,43.52774384105713,0
Cambridge University,Mary Johnson,Blockchain Development,2023-07-14,2027-04-09,829c1037fd18bbb2e5e99cf07d019daff22036280536d611bc207615e6c6aa92,0.7967207462478924,901,0.8826550642641743,0.9664346529167572,0.9473897869664278,0,7,18.447750946537163,0
Google,Mary Wang,Blockchain Development,2025-03-12,2028-06-28,dcf5486a3122dd46994bcb46941e27bcdc23a1c01603ed30ecd11fd14512bb31,0.7940329174265538,294,,0.9025573180600868,0.9434504418217006,1,9,2.8186591798359326,0
Microsoft,Barbara Tanaka,Blockchain Development,2020-02-29,2023-07-14,1cbb31da2ede83a1d2ae769540d4f9e67301ab49fd217cc8b92386447cf518ab,0.9091986325531526,2132,0.9041993625450481,1.0,0.807088527244268,1,3,20.31198002610961,0
IIT Delhi,Sarah Smith,Full Stack Development,2022-07-17,2025-07-14,b3ab283ed4cc7637fc577804fc7074d6cd9e390f5a4b82cabc76e025de942b40,0.858860131560899,1263,0.9816435805649367,0.9625619317929044,0.8723207571260334,1,6,37.745600656412705,0
AWS,Pierre Santos,Full Stack Development,2020-12-28,2022-07-27,03a4db0b31c8a14fc2c40f05372a44e8a4364bf70994eb2fd1f8b758028a6acd,0.7282019543581968,1829,0.7882938212374506,0.794299152195448,,1,8,49.729840975661176,0
Adobe,Carlos Tanaka,Machine Learning Fundamentals,2021-04-23,2023-07-18,a195f08e01cf69e8be7522f0bb8cdf0dfa166aba5b4b7dae46e5d465e37810a7,0.5906549326031307,1713,0.9829827093121911,0.948576196231783,0.9047887704111081,0,4,21.263990067705656,0
Adobe,Michael White,Robotics Engineering,2020-10-28,2024-02-27,bc51a151ac8f670aee85d694312dd406bb2aafb1c5645ad72b074bb3bacac60e,0.9317753981649552,1890,0.933849025209397,0.8968533666226871,0.9935662260089815,1,6,56.2967226607642,0
University of Toronto,Elizabeth Rossi,Business Analytics,2020-01-30,2022-12-10,8b402b9415bf30a60457a74ad30639046a61ac11f20ef7c6eef5d5d0c69fb435,0.3,2162,0.3195,0.4253,0.0915,0,2,37.27,1
Adobe,Sarah Miller,Project Management Professional,2023-09-03,2026-10-09,843869a054d3d470e3dcc0104fc5951f615d8be2e41eedc11cb49606e14d37de,0.7090779625402174,850,0.9120122252952093,0.9843613413119656,0.9017328146916278,1,10,5.774678271998771,0
CompTIA,Joseph Davis,Natural Language Processing,2021-03-05,2022-08-31,f952a5a5d13a5244e10bc1ecf5fadda8fc2d8f950a004b20f3409f8a53ca1577,0.7861537481168419,1762,0.806052315251399,0.890573725442673,0.9636803337535138,1,5,11.40439553590372,0
Stanford University,Thomas Chen,Cloud Architecture,2022-04-27,2023-05-05,ebe77a93883661ecb6509410d470cc461df0e0a0263278761e3fb226dc7e7ac9,0.8145150231372743,1344,0.7915350719386206,0.9413850754237674,0.8457512609757147,1,5,21.28249978269404,0
edX,Jessica Mueller,Big Data Analytics,2025-08-15,2030-04-16,38dd8ea1c3894543183b23a1d6befd8132ef64dc64a7fa45bc39689602876242,0.8391415448363004,138,0.8809839867500825,0.9196755822772174,0.8201654381109618,1,4,73.28604126919811,0
Harvard University,Ana Jones,Data Engineering,2020-06-22,2023-10-06,cc34785d6c7bb092e322b5056b05baab84f413c5bf9bced9ba57eb46f88b541e,0.0886,2018,0.315,0.7247,0.0887,0,1,4.72,1
Microsoft,James Patel,Software Testing,2022-12-25,2024-08-17,333ae6e4730b0c732b551a1ecbb4fddf770054f32119e057a29849112469da84,0.9424993671322482,1102,0.6987954123075214,0.987158543471872,0.7884738778807417,1,7,44.94027988470749,0
edX,Sarah Martinez,Cybersecurity Analyst,2021-05-15,2025-09-10,abe10081b36c0b5770914d6c16326e6455a2a9fc0b51c0da7476ae3f6c78908a,0.8775915879727187,1691,0.9246387064331639,0.8596605234491161,0.9912520653240927,1,3,27.36666274012799,0
Cambridge University,Wei Anderson,Mobile App Development,2022-09-16,2024-04-05,1dc6b2ffc379f63848448a2eeb814f2df840bc779d13329a6f50283d4f49a8cc,0.7731651887844009,1202,0.9744272539107369,0.9397557483579021,0.9232818411292111,1,2,9.495525368131316,0
University of Toronto,Elizabeth Johnson,Robotics Engineering,2020-06-07,2022-06-21,2709b25a0c472fd3f71ce2489a133e273004622d686285cfa00004d62140751a,0.811679783419463,2033,0.9033264389201631,0.9055115654976983,0.783825431631565,1,6,12.503614259069263,0
IIT Delhi,Jennifer Kim,Natural Language Processing,2023-03-03,2026-01-08,753747e273c7c0c632badb71ceab3e84fd82a9c51a55478f3bb0c38463f4674e,0.7603928525855222,1034,,0.8830885473224948,0.5566497891313884,1,7,93.84264678723596,0
Cisco,Joseph Miller,Full Stack Development,2021-07-19,2025-11-24,95a837979d4d7d0d4e62eb0a0b151f77bbbb178b86ca988a8b24eff4fd74e707,0.7198002846532431,1626,0.982457101227282,0.9529818117674186,0.5960344248149383,1,3,6.577273951283586,0
Harvard University,William Patel,Agile Methodology,2024-11-19,2027-03-16,6909f114807abe974c4514f0f4305a1841887b8298d8c9d7a9b55fe372b93d88,0.7568975014038501,407,0.6217544669336894,0.9275716880080359,0.7007629390693932,1,4,5.296104057048962,0
Coursera,Sarah Taylor,Big Data Analytics,2021-05-27,2023-05-24,b2e52fc249640443d7c6121dca868e48015abf241ac0121a19a9d330f08ad280,0.5508993296503033,1679,0.9544377633508213,0.9003392127859275,0.9142536681532034,1,4,7.358260455777268,0
Microsoft,Jessica Wang,DevOps Engineering,2022-09-23,2024-10-07,3297d75528e7fa8e60cade1bceb34a0e6249b1653cec5685aba23bc04daeb4a2,0.8906441418759581,1195,0.965798338595001,0.9475801930584157,0.9890526256774147,1,8,9.289124960692481,0
PMI,Barbara Smith,Data Engineering,2023-01-04,2027-09-19,8a6ec2476b21d18fe04265b1dede946facf7c281384fd00d29524b3004e92caa,0.9300483202549992,1092,0.9980933354601405,0.9033936341275163,0.9577736410332798,1,8,4.671673386721292,0
Salesforce,Mary Dubois,Natural Language Processing,2020-08-09,2024-11-29,b0cbf6e037ca6de9830cb43225be323195c46082eef0402267d1563cf08f025f,0.9584274627647225,1970,0.9920707117991661,0.8692507022382424,0.7069309291061803,1,5,24.521437767314932,0
Cambridge University,Carlos White,Digital Marketing,2024-01-09,2027-07-01,20402d622adc5f0b556cf1caaddf956735f297e07d073feeed43b7de9cb7f6a0,0.7493771184436756,722,0.9196282134966426,0.8788148515497859,0.8062375256201328,0,6,4.342243156616289,0
NUS Singapore,Pierre Mueller,Data Science Professional,2022-12-17,2024-10-06,93d98176585e2eeaa8675796ff8e3495297899cf3450e6b996c17c2ee943627a,0.7987521668438233,1110,0.9479594102390146,0.8560874969324528,0.8749187626751775,1,3,15.838271761432239,0
CompTIA,Jennifer Mueller,Big Data Analytics,2021-05-01,2023-04-16,e279053f2b29d840f38cd972d3811b766ea636fd8404ad725a71d6c7ce2a8330,0.9088218011732272,1705,0.4559313303441005,0.9816336781267819,0.8734386418307317,1,6,23.13556625679997,0
IIT Delhi,Ana Chen,Blockchain Development,2021-05-22,2023-01-16,f2a64e309dd70d191bfe95312d6fe3ab7dac3d2a458179875c9946ae9bcccf3a,0.8959182266518718,1684,0.8882683939433366,0.9375587726181154,0.8886417089802117,1,3,1.4991145568691924,0
Adobe,Yuki Rodriguez,Natural Language Processing,2021-11-02,2026-01-22,1fecb44a292c51a1e7220cb2952c29810d808f4f0d35ab25d98593990de7fe51,0.8948991808757015,1520,0.9809677088265799,0.9124791761037537,0.983843524648996,1,7,53.12875794975704,0
AWS,David Brown,Digital Marketing,2024-03-29,2029-01-30,b955a2d76c7b652f4bd80bb1632c211bc259bf79c03951b89187fda50f3083f5,0.834871739152931,642,0.66843916275995,0.9137223131442213,0.9439198656395981,1,8,5.582441542457948,0
NUS Singapore,Pierre Santos,Data Science Professional,2023-12-24,2027-03-27,81245469b9dbf171e8cffd5ecc2b83f8d7606ed336f4f1e8ad6c6fc14615fbfc,0.917763452420987,738,0.9679112534767466,0.9785732164774766,0.7351722864459143,1,9,40.26226282004806,0
CompTIA,Elizabeth Thomas,Computer Vision,2022-12-05,2026-11-24,f0ed0dd4346ecb9bd49dd2ca128c08cd9724f16378053f5fd6f70da645ef7a71,0.6961186533149297,1122,0.5613362186631942,0.9275140308779619,0.9596817971879406,1,11,17.912273572673474,0
Udemy,Joseph Harris,Natural Language Processing,2021-06-27,2025-11-09,36b4c59072e387ee30404c8f38b04916aa6c0d30808a7793c55869320fe82ca0,0.7096931769911704,1648,0.9521285140688825,0.8930573069587198,0.7640892742770685,1,5,3.021423652789282,0
Cambridge University,John Thompson,Software Testing,2021-12-26,2026-09-06,7b5763f6f2b6dfb0631b27f464baf1b01aa07a508361cb267ae3870375a8796c,0.8564474454645121,1466,0.6560296802439587,0.8829510123350505,0.8422075786239251,1,8,0.35401173838639055,0
University of Oxford,Priya White,UI/UX Design,2023-11-16,2028-08-18,b353ac1e352c0f0a6380ee6fb8971ceddf6912223a2e723783c8b4459c64f9d4,0.9987538048233107,776,0.7594889928313955,0.8465401892170323,0.6933233744885682,1,7,3.629064440329872,0
IBM,Michael Jones,Database Administration,2023-09-29,2026-12-20,86a8102d38dcca2822440f3c82151156af48350710747e5bf1d0a4e809db44ff,0.6007667170983465,824,0.9069640671966543,0.9335459158783176,0.812926285692184,1,5,2.150521961075543,0
Cambridge University,John Taylor,IoT Development,2023-11-07,2028-09-03,2a64aa06aaf1c1e7d3c5c8500569a603450a6eeece806c9d20ec877f66454afa,0.6547651252235339,785,0.9313737026438513,0.9403688416898832,,1,6,45.41003939455202,0
Yale University,Sophie Santos,IoT Development,2022-03-12,2023-07-16,2165c3d9a0d24dbc45b6cc51580bc9736bced903de660f83e567e8b8792d7702,0.75403007069613,1390,0.7772548878605015,0.8841506720182845,,1,3,20.45711477944141,0
Udemy,Susan Dubois,Software Testing,2020-09-08,2022-02-06,8518e6d30f6c81d644b99953287041e981c6547f59f0f1bb7952c04e67b9d4fd,0.5480069807499615,1940,0.8173466511369274,0.8822959942633396,0.8550457429547909,1,5,56.85219309739653,0
AWS,Karen Brown,Blockchain Development,2021-08-14,2025-05-05,45cf5c66be00c380c0b57063f66a6f4b1a1782479544af160e2b4fdc09be83ff,0.7514479046266999,1600,0.7219707415004588,0.9315181325671724,0.9351763712271386,1,5,43.71511304765225,0
NUS Singapore,Mohammed Kim,Blockchain Development,2025-10-08,2028-10-11,d2754ed6f6369ffd79b506c00ee2045366fd05cfe5b8253ad8aa4805287dde02,0.8125603546037804,84,0.7602106129812083,0.9136421136484404,0.9399620475466719,1,4,46.98550223129149,0
Harvard University,Mohammed Kim,Full Stack Development,2021-04-15,2024-08-16,bb9353abee063742a80f8a4a7c4bd595d07cd75d64d4b162b87ae64ec3ac8839,0.8705762424993839,1721,,0.9508954213719538,0.9309916026058868,1,8,64.37583660975156,0
IIT Delhi,Carlos Miller,Network Engineering,2022-06-23,2026-11-10,7b43f50c7f80e25a69a820fbd3ce5e5e0639effd708b45196a78ed733fa8bbba,0.8370559925533468,1287,0.9361386764199512,0.8094819506534312,0.9806393934338266,1,11,60.9528929587792,0
NUS Singapore,Arun Jones,Machine Learning Fundamentals,2021-03-08,2022-12-17,a89bab714e19a5a224cc54e203a69c89f479e3759834b586cf6a9a44fb5ba7e3,0.7216652452966714,1759,0.9285190956626475,0.89281169364159,0.8370620413836122,1,9,17.028919781369034,0
NUS Singapore,John Rodriguez,IoT Development,2020-10-19,2025-04-17,d006efdad3855bbe587942f36595d6177d23bedd64ca320aa23455c6f4808d11,0.8209404489565942,1899,0.878789965615589,0.9566903864962026,0.9656449687540299,0,8,33.91247130735985,0
PMI,Ana Rossi,Business Analytics,2020-05-09,2022-03-19,be62156d3f2f22ffa3c635b095fadabc5635669727850ef71cfa3ad8b3663f81,0.8718689113653747,2062,0.9079924874510699,0.8988995042650411,0.9187576474951227,1,7,4.109391392758409,0
IIT Delhi,Robert Wang,Business Analytics,2021-08-22,2026-03-17,bb2dfbf012c71c19153f387ef914667a8d06f4142e9bc6e83512d6d979b33275,0.7357688185303333,1592,0.8159085721521242,0.875644344857197,0.7875758745768945,1,5,141.51885887830048,0
Oracle,William Thompson,Big Data Analytics,2022-12-28,2024-07-14,97f56edab0f233f53221604e871084f208a72588b8bcac74ab292e675685b160,0.5002760061863022,1099,0.8978122199045299,0.8974650467966653,0.8267998532502424,1,8,6.18024235018496,0
TU Munich,Sophie Rodriguez,Cloud Architecture,2025-05-20,2028-09-25,5ab517dd976b5f511b6fba77b23a0bf0a438c3c0e720119e1902e8858bc181b4,0.565867450188681,225,0.5460810136486453,0.948819245683129,0.9149318241867096,1,7,187.03589924837405,0
Cambridge University,Pierre Patel,Software Testing,2022-06-21,2025-02-14,daaba7d545b3118301a58a0b5c11a96f86bbcc808affb69f0b723fedb695ca71,0.8278028884533631,1289,0.9045103189878171,0.9860316072333384,0.9562399537518148,1,3,124.40024298166647,0
University of Oxford,Jessica Martinez,Robotics Engineering,2020-09-24,2023-02-08,8d8fce6e21fda10c6e9e1ac07f91c871b5d53b628f32c1bfda5a9f78d59db849,0.9638873305109514,1924,0.7483420849173242,0.9543567329157752,0.5659434247132313,1,8,31.693714034563335,0
Columbia University,Patricia Harris,Natural Language Processing,2020-03-07,2022-04-02,aa6395106f2f4195fdcc50fae186d3f2e9392eaa3dc11be1407d643b38189512,0.7848116044190182,2125,0.8467292155781204,0.9656167075427818,0.8475233304442491,0,6,46.322168711186066,0
QuickCert Ltd,Arun Rodriguez,Project Management Professional,2020-04-11,2022-09-03,394dcaedf606d801e49c02a5c7,0.0523,2090,0.3176,0.7091,0.0407,0,0,210.42,1
AWS,Mohammed Thompson,Project Management Professional,2020-09-06,2022-01-07,92767611efccbdb8d701f171084b962976cc0fe1c60aaeff420923bc32dc78bf,0.6442768815540467,1942,0.7223741035457699,0.7901508816945509,0.7547869281770906,1,6,82.72307827914364,0
Udemy,Elizabeth Taylor,Cybersecurity Analyst,2024-03-03,2027-03-26,e13845b745234c19c5962b0349fb1afd7537467b90cfbeb6e51e7346e42d20d0,0.9500950424760274,668,0.881710009052918,0.9195199980007285,0.780661126694267,1,6,72.51399365409958,0
Johns Hopkins University,William Harris,Cybersecurity Analyst,2021-01-13,2023-08-24,c2127067d37eb64d1135f3fdd6136fdd32a3479cac08419b90e4b73a1ea4fad9,0.8629987968289822,1813,0.7029104268397747,0.9385436432252496,0.7615940794299072,1,4,77.73905051375942,0
CompTIA,David Kim,AI & Deep Learning,2023-06-30,2025-06-21,ede339d5930d13416a3417bd3b793eab0ecacb74acb51237d9b3708f93cb5af0,0.8836173666052575,915,0.8220411196811067,1.0,0.9157379813070436,1,3,108.50389581807022,0
Johns Hopkins University,James Thompson,Full Stack Development,2024-09-19,2026-11-16,3d0565fc03d29bd2add7c865ff3f0c5b322c388f768f3d6fac9262adaad3232e,0.6793422107104418,468,0.7958160311366899,0.922042416896669,0.9402423021446488,1,4,1.7254786152505448,0
Harvard University,Arun Miller,Cloud Architecture,2021-10-26,2024-03-03,10c60226946e345d9188c1463a3442641d6e82239848e08560e168cb260ad55b,0.7126101584375903,1527,0.6768917001564954,0.9296618059318731,0.977943096616349,1,7,14.304129429390333,0
CompTIA,Linda Wang,Cloud Architecture,2024-05-24,2025-11-22,9de8b9f0375e6171e520fe7d3e41374cc3eadeaaf097ebe3dca34d228751cdb9,0.9218094966056921,586,0.856155403295909,0.8613103726623474,0.8629882768543582,1,5,6.241917206754536,0
Adobe,Mary Davis,UI/UX Design,2021-03-30,2022-10-10,28910b88999a64a36c6acff50021735926fda0efdba83e8450372d2e2bc392a6,0.851436649623479,1737,0.7575472198847026,1.0,0.808464438182293,1,5,69.3070541598963,0
Cisco,James Kim,Quantum Computing Basics,2020-03-29,2023-10-30,49cf41a73f38624818673c30fb7c503ee704c04aaf8895772cc3941997c9e3be,0.8674793434540684,2103,0.9361194038692426,0.9287645630925372,0.7509153155811858,1,4,37.61651343449104,0
DiplomaMill Online,Mary Harris,Full Stack Development,2026-06-05,2027-04-02,4b0b47e90b99d6386f6148612f39ea7798edc5dded6156ab62050bf09dd842de,0.4086,-156,0.21,0.6751,0.481,0,2,32.62,1
University of Oxford,Arun Garcia,Cloud Architecture,2024-11-01,2026-07-20,50f94fde22824c3c894d404433a1e9ea1dcd1497b4800ae23a37ca82cf479068,0.7817118151319647,425,0.9539908257601788,0.8576047036836059,0.7606655060334306,1,8,72.65302593432176,0
FakeUniversity123,John Kumar,DevOps Engineering,2020-01-23,2021-10-11,caba3e258bd4207ae6bdbe80dcf513f629cb821ef50cf63665c5050f9ddadd31,0.0798,2169,0.1721,0.8341,0.264,0,0,27.91,1
Cambridge University,Joseph Thomas,Robotics Engineering,2023-05-13,2024-08-21,f77e490ab2b299b6cfca130799a32d99c10933cafe158ec80cec93f98dacb564,0.9356423057482565,963,0.9543244051094499,0.9503133499273341,0.9254945657140351,1,3,95.81808848972067,0
InstaDegree Corp,Robert Garcia,Project Management Professional,2022-11-06,2026-03-08,2f96d43ccdbd7ed272e0841abec48f3e677cb5a8e6a7f4ad9983474770879587,0.0567,1151,0.086,0.6365,0.5,0,1,56.65,1
University of Toronto,David Ali,DevOps Engineering,2021-05-30,2022-10-27,2343fa6d4116ab82fc845dad8c35bb56bd5dd0f0a56e87a7b8caaf263f95b524,0.9180280781340759,1676,0.6721964528692517,0.9339904596132618,0.9305947960275773,1,5,3.0681997594420407,0
Oracle,Pierre White,AI & Deep Learning,2021-09-07,2025-01-03,0b34286e45954ce9bfbd07b1384c767fd733068d0205f370876f7c4ac171b3d2,0.7728113107133797,1576,0.6535948557306506,0.8720866691984944,0.9629643417465948,1,1,7.954762316154188,0
NUS Singapore,Sophie Tanaka,Big Data Analytics,2025-04-03,2025-08-23,a7369031,0.3643,272,0.346,0.4557,0.2324,1,2,2.04,1
QuickCert Ltd,Richard Rodriguez,Digital Marketing,2021-02-19,2022-04-06,458381078257a4432138869c682c96716c5e9563b93d496384ec14de65c6f49a,0.1353,1776,0.4803,0.5033,0.1547,0,0,119.84,1
Cambridge University,Priya Mueller,Data Science Professional,2020-01-24,2022-07-22,4be45974aefad686904cf12f1fd9d642caa474effb935e50329d3cc765b39e93,0.9261443662277962,2168,0.6595526603801873,0.8247019585736672,0.908789987423498,0,5,18.57941038641286,0
edX,David White,Software Testing,2021-06-13,2025-02-20,5d02ce874da4bde1b23af180f79e7bfde9a4dc24fd17c5fa8810a7163431140d,0.9334448188773083,1662,0.7150495686394293,0.795277192800833,0.9246393503874958,1,3,9.999264634787487,0
MIT,James Ali,Network Engineering,2022-12-09,2026-04-19,c446b0dc20956bbb7b8ca7f0a8b2e99dc62232a80a30bc17744374a0f0254a65,0.6787245463868659,1118,0.5917570616616822,0.9847647426842883,0.6407649987504982,1,4,42.16593269246792,0
MIT,Christopher Wang,Quantum Computing Basics,2020-06-07,2022-12-17,001cb6b97eb96c6fa380c131f970d0a231f16d2939b81d93ed63f62b7d9a09b0,0.9892527063476695,2033,0.9630095050668576,0.8430002327031693,0.9773321816882417,1,5,16.023661225329327,0
NUS Singapore,Mary Williams,Quantum Computing Basics,2021-08-14,2026-02-25,d7a5465905974e9b8e565f596e7a05e20255256dda2d075756a71828426beff1,0.7873602558340285,1600,0.8915657889347689,0.8902442694093675,0.9427220609090912,1,5,42.388798819287295,0
CompTIA,Jennifer Williams,Cybersecurity Analyst,2025-07-21,2027-03-18,a0a3c7b967d41d36b0e5b8daedefe6ed1d179b59ec53ce55ec587d4708f67461,0.6269905545003713,163,0.8453146995051191,0.9469674868594108,,1,7,41.396856411926834,0
edX,Sarah Mueller,Cloud Architecture,2025-08-31,2029-12-30,716e2db5e6a5597802a147492067bd6490f9938758badf19d65d762f58be8940,0.8642456090291017,122,0.7810959628842205,0.9116194900758176,0.9975861802573144,1,4,22.816803800052188,0
Oracle,Linda Chen,AI & Deep Learning,2024-06-17,2029-05-23,a1dc9df792380c30ee62e0a4aa71501d8ca7bba7ee41f3ad67c5b3e3addb4cd7,0.8158792480002159,562,0.7499734193677755,0.8919448089953599,0.9927487279636094,1,2,27.58722834379174,0
Cisco,David Jones,Agile Methodology,2021-01-11,2023-03-24,78ac7d9175a3992af8ac0c9d41dbafde002927aae5f83d29bdd743367dd2ace9,0.5030507855583972,1815,0.889297192325428,0.9201742884318058,0.8663095395509471,1,3,48.21230485004563,0
University of Toronto,Jennifer Patel,Machine Learning Fundamentals,2022-09-29,2024-09-05,8dfd25a3a42f36c495321b3aa27b6fab6e5709afeea89d7ce1d1187296675a73,0.6845758316827588,1189,0.7986750153077605,0.9599117723777021,0.659285918537972,1,6,1.964215684614434,0
Columbia University,Fatima Harris,Network Engineering,2022-03-17,2024-03-20,6544204e6a8b3796619284a5d9a35855eff936d44da2893df12356a9fca94c0f,0.9803746695980542,1385,0.835251761978636,0.9474682317881749,0.7210725134791012,1,7,11.668086185460847,0
IIT Delhi,Arun Kim,AI & Deep Learning,2024-07-29,2025-11-26,4e252e6bb026cbea10127bdc90d2e35af222c3de1d3f24529cf93b694cc5ff35,0.8385676106500314,520,0.89366515312718,0.9076856918863316,0.947498258004904,1,3,17.514371582058217,0
Cambridge University,Sophie Thompson,Mobile App Development,2024-11-27,2026-09-10,97f83830aa5f42ea76d5d3b1d7f57da2cfb0897462ca092b6ed77c29b584c427,0.8870033399287872,399,0.792643305672256,1.0,0.9796041115368166,0,3,28.336864577856705,0
edX,Ana Santos,Mobile App Development,2020-12-08,2024-03-08,37519e5771ad92350d7ce11b6c00224c600b902a8c3fc63f4886ebaf929dd337,0.80347654222407,1849,0.7197221380648531,0.8602730494047967,0.649655222187509,1,5,1.5806547074591477,0
ETH Zurich,Jessica Jones,UI/UX Design,2025-06-19,2029-05-17,68e554a2c4690184bc169be25df1aedcbfd96093ef0cf75aeca787a06a0a449e,0.9387230879021642,195,0.816551870826245,0.941756929133301,0.8914897864990906,1,5,28.56574471720314,0
PMI,Ana Johnson,Database Administration,2021-08-19,2023-10-18,0b289aac7a43d6509f3aaaf9f6f0911348585c1dd2bcbf0d0bb801ffd460f7b3,0.8089040119378617,1595,0.9737279527420523,0.9287227240467459,0.7397536875839288,1,2,26.168392112971716,0
Cambridge University,David Thomas,Cloud Architecture,2023-12-24,2026-08-19,ad31e624b14425e0d5063fe8388d186e1f0428369dad62a310ab47d14f2db2e5,0.9265269568481888,738,0.833302420814844,0.945885034820018,0.9560289537197763,1,10,8.475038382297107,0
IBM,Susan Ali,Project Management Professional,2024-03-22,2028-01-28,7b12cc75daf9e8e11e2c6c01e56513c712c69457095b60c3f2a62ef1c48f621a,0.7785803712196114,649,0.9112776357242186,1.0,0.8693407961270365,1,7,15.301478398626058,0
CompTIA,Susan Hassan,Computer Vision,2023-01-13,2026-04-03,011f8a00cacc7c02d14bdfeab43b8240a2ae60f2b608d276ce5f9c7cdac967ab,0.8963729339721053,1083,0.8989297313247634,0.893207437394305,0.9924137931384573,1,6,39.51049609389488,0
Harvard University,Wei Rodriguez,Business Analytics,2021-12-31,2026-11-05,c066f1093fddbede0d4dc26feffef3589720fcd57c9ef37941e94bdf5c990d2a,0.8319866455926749,1461,0.7747705211052903,0.9303115971529253,0.829806522197107,1,8,5.234139495051421,0
AWS,Wei Anderson,Data Engineering,2025-05-02,2029-04-18,06db9f440ee042d66e8b3fe1dc6060783076e3655a918ae6d1d2d6af763e363a,0.9403000955046293,243,0.8965692655856384,0.8391063577122754,0.8529138222216747,1,3,27.954958196195307,0
PMI,Ana Smith,Computer Vision,2021-01-19,2023-08-30,e8c2ca705446e093c0cbe197bb2666c8a06b9d651f98fea33059f47bd59d7910,0.8699987987472297,1807,0.9091020852236209,0.8876731335756275,0.7937860306354402,1,7,80.49651598669178,0
Oracle,Thomas Smith,Mobile App Development,2024-06-11,2027-07-03,ac98a0bf594aa5dfcff9291ec4bce9254a03b40386c34846fde7d14ef9399f16,0.7618000700356395,568,0.9261834015652218,0.9213439850730822,0.8169698896885754,1,5,4.723369370035783,0
University of Oxford,Sophie Ali,Data Science Professional,2025-01-30,2028-02-16,07f5833ebf2ca3a111ef03c75b358255d2fd29ab2e0ed4297e43353c9043fbee,0.9669966150401063,335,0.905908472048994,0.9131462221030793,0.6802681218552574,1,4,25.312470151080348,0
Cisco,Christopher Thomas,Data Engineering,2020-11-14,2024-05-15,03822fcaf4c57b5f7b8efb6fabf976b37ca76c8e05caf05efb484d0dfea1829a,0.8310500879619627,1873,0.9663036321178301,0.8901073493790533,0.8899299051729205,1,8,11.75766025948054,0
Google,Sophie Taylor,Network Engineering,2022-03-31,2026-05-01,b8f11102995db81e11cd3e00e6913f1b18cc0be761096bcd3210600870c35543,0.6955951062415061,1371,0.808855478627408,0.9394470444122531,0.7745293808150008,1,8,1.8798608154037002,0
IBM,Jessica Hassan,Business Analytics,2025-08-11,2030-06-02,ff92c39031e6305c4b75d0cea9bf4194648409babe025609633948dee89920e1,0.9395073203056825,142,0.7409271909824204,0.9114392922835103,0.9731820451464218,1,7,1.924089504308862,0
Udemy,Robert Hassan,Cybersecurity Analyst,2023-12-15,2026-04-07,41a8180437d730dca3c82161de36ef1c8a1d42b7b01b7d6f939c7f8f72506d8c,0.8059555853291263,747,0.8091259703643516,0.893094897096016,0.7425425389746582,1,7,0.35610341448359645,0
IIT Delhi,Arun Anderson,Blockchain Development,2022-02-27,2024-08-28,9fefa3beaca09f28e3591c4334a4069de039a15515c77c0fa8c64f7e485bdcda,0.8486813263527073,1403,0.8107403294913877,0.9549528604152577,0.8711166714483487,1,7,13.60221577772726,0
Coursera,Arun Miller,Cloud Architecture,2021-06-13,2023-05-29,79505342801b08756c2ad6bbb8471ca5b729202d806ae66c5d7b8ff185332624,0.8937162981759382,1662,0.930327141595936,0.7942631821827377,0.9495077082110459,1,5,3.1487079338398956,0
Salesforce,Pierre Patel,Blockchain Development,2024-12-17,2029-08-04,7ce8353552174a125f0503fe2c10a70b1e10719d21ba0593b007003ed4ae3567,0.9225064177683027,379,0.9471604304014212,0.9111616094054282,0.9451906785088873,1,7,17.429594254821406,0
Adobe,Susan Kim,Software Testing,2024-07-02,2027-05-29,e2c27d41d6d8b40fbeb0f7c635612be8346179502fa0e8aa9700e0abffcea2eb,0.9101593208160693,547,0.9579995236017733,0.8756450848627074,0.9443362179721456,1,5,11.563852954434827,0
TU Munich,David Williams,AI & Deep Learning,2022-10-09,2025-02-03,4d4b1eb7bf7b6a748bd1c053c86e10f3f521f409ad2145feafd38683798a24b1,0.7361412547439762,1179,0.9677054202855216,0.9720970252903345,0.7700278133630175,1,8,39.968586307372746,0
TU Munich,Joseph Davis,Machine Learning Fundamentals,2024-02-09,2026-01-25,b1eb561232b4eb49d6a1ed27e83960c65821bda36b36bb6337921c33d22f7085,0.8163771565421142,691,0.8641316517702579,0.9045245057036386,0.8768071895952249,1,4,22.721575442569087,0
ETH Zurich,Pierre Martinez,Full Stack Development,2021-05-17,2023-03-08,5fafa30df660eb738020257c8cf375073ed4b42e256c8ab65d7bcf945235eebd,0.8768562585975866,1689,0.9141368807254862,0.9127668825406784,0.7151069921120531,1,9,12.718922350085073,0
Cambridge University,Sarah Smith,Business Analytics,2022-12-14,2026-11-24,ea2c0022983b5bb48b93fa73fc62958aaf0ac31f4e9ae428bb9b41c03d34f896,0.8580375738444868,1113,0.9470416418754249,0.7996979647809358,0.7865148781569566,1,10,33.22444638234671,0
IIT Delhi,Susan Rossi,Cybersecurity Analyst,2021-11-24,2023-05-20,caa4840234d0205c8674a188f50ca7e46fccb1f3b43641a7baf6e005137a0b57,0.949577099755479,1498,0.9676370422130749,0.923674680402886,0.916310010543269,1,8,33.75745597352248,0
Salesforce,Jessica Jones,Data Science Professional,2025-02-27,2027-04-04,4763ea13e446ca88d5e0d68ca36987c28274ef91726dde0e26972713581b2125,0.8573053081352398,307,0.8108742120920226,0.9060406344101274,0.7948902904304314,1,4,10.529513253230505,0
Cisco,Mary Martinez,Natural Language Processing,2022-08-18,2024-02-13,6b65dd77074bcfc7e8fa22f30b31d798169c814cf7c46f4bb80bf6176d2a994d,0.9653675488687307,1231,0.9564225880066367,0.833012733375966,0.8393880126411941,1,4,14.699259781102462,0
University of Toronto,Sarah Rossi,Agile Methodology,2020-10-12,2024-06-14,88d542820fd2063c184ff2a7c9ce862651e26a8f66c16cc92124816f21c8217d,0.9286287902876255,1906,0.6067395235468991,0.9583750278204031,0.7789152657532437,1,7,2.0817483818105043,0
IBM,Priya Santos,Blockchain Development,2023-06-16,2024-11-12,caaa8a6c6b281bd71ca57eeac999c7d0e3830a48d89ff78c3182b5caf85bb45f,0.8690195125842123,929,0.5336303764262309,0.9174269186732542,0.9986823619274766,1,5,1.245223013736046,0
University of Toronto,Pierre Mueller,Computer Vision,2024-11-10,2027-12-11,16532c0a93341a4d8530923b5d0e9595a5cf367fa0affeb3c8022220163788dc,0.7326688237591693,416,0.6966113148775184,0.9832119894912796,0.783248899478557,1,5,28.378780246466516,0
University of Oxford,Robert Martinez,Big Data Analytics,2025-10-12,2030-01-28,3e42e1f3fada423d310981e18eb7c2320e21e4f170e0603efab052c75d60a038,0.8461142502170295,80,0.8330698071265823,0.9600931106986831,0.735695453010638,1,7,1.8639767845283814,0
AWS,Patricia Chen,AI & Deep Learning,2025-02-24,2028-12-21,ae0cb0b0149b2f284faf5aeb7b5d621dcb5a045cb4a7aa8e795d3a4697fddb2d,0.8020151689232718,310,0.6156631254374966,0.9456072263248119,0.9354907682061955,1,8,17.260361198426256,0
IIT Delhi,Carlos Wang,Software Testing,2020-05-20,2022-12-01,c6c774a7d32a8ad300dc1b84d708d47b80c933613f5bfe6067eb95f0fa26b056,0.9300795971485423,2051,0.6465019739426118,0.9002991314807116,0.8257133715475772,1,9,43.501645979530394,0
Columbia University,Christopher Kumar,Digital Marketing,2020-06-05,2022-04-22,7c74671aa179cf047029845aabc4427ce79e49c81580e574d4741893dddeaaac,0.5350430949270564,2035,0.807132126797756,0.8961259783482091,0.9676915017878372,1,2,96.77493277963632,0
Salesforce,Thomas Kim,UI/UX Design,2022-04-16,2026-06-05,ff843c7167e816fc7f1531afa541a968cc35c8d3dbd50b0b1b1ddd8ac471cc19,0.7354869770207322,1355,0.7872102759154648,0.9014674917394867,0.9292774448549972,1,6,7.415532336834936,0
IIT Delhi,Linda White,Mobile App Development,2025-06-06,2029-07-14,270c17efd430851616b9c1b62785a2ed20efe6ead18ee0907cbddae8e35cb88c,0.9605460358026766,208,0.6599905740703111,0.9146429119580644,0.8195971455961812,1,6,7.708617020036489,0
MIT,Fatima Chen,AI & Deep Learning,2025-11-14,2030-06-27,bc2dfbf901d5bd6d92ee66dc4266a544752328ba5f3fa59cf332e7cdb90f45a3,0.9979402088989322,47,0.9225664272266363,0.8707519034746493,0.7405554736142829,1,7,8.803334579177806,0
Google,Christopher Jones,Cloud Architecture,2021-03-23,2022-05-07,8ac9ed4b73b0f1b8ac1d308fc17a3461b46bd8b5bc2620242e5584e801774e22,0.9085434360597274,1744,0.5414092613963569,0.9031869164592261,0.95661202308076,0,5,6.365603672562185,0
TU Munich,Barbara Hassan,Project Management Professional,2020-02-18,2023-04-19,8f461591dbbb5cf394014cea648be9fc298715990dbd9dd3e7383a20a59ea313,0.1196,2143,0.3651,0.6751,0.0395,0,0,51.99,1
Cisco,David Wang,Network Engineering,2022-06-20,2024-02-19,ec1b3170ae554f4dd4f15813b929d77c39d0fc2d34d091d793cc8d69714193b1,0.7813490866696635,1290,0.8805388791051427,0.8544691015463607,0.9113069706699808,1,3,6.580634812593365,0
Oracle,Linda Anderson,Blockchain Development,2022-10-01,2024-11-22,712256e283f67a5d76247e71edfb7afe3b7b113288dc9c65a659959e744c5c04,0.733056573889988,1187,0.9226412343329431,0.8865121625623689,0.8133252436815183,1,9,10.82171934416015,0
PMI,Barbara Kumar,Full Stack Development,2022-04-18,2024-09-19,d93e6482f3e04f3ad3ddde281e98b0446bd7776ab95e358193a6ca56ec690a43,0.7907102938726486,1353,0.6440495539739467,0.844851152981214,0.8458072236982437,1,3,23.22972887002203,0
Columbia University,Elizabeth Johnson,AI & Deep Learning,2023-01-28,2024-02-07,1d2e49e5aba16b6202f54d375ee47f5cdd056805b22ee28a4128292d70379644,0.8799389878054874,1068,0.5094050608768559,1.0,,1,6,69.23842560620649,0
Yale University,Richard Tanaka,Big Data Analytics,2022-04-03,2026-10-30,2675e2b3a7ab4143aa4642738b30559e01ba246d31849e37744e862c116b4556,0.9022495673925035,1368,0.7660669198287822,0.8542388428759911,0.8816612802992637,1,8,43.03343125323007,0
ETH Zurich,Elizabeth Harris,Blockchain Development,2020-03-20,2022-01-25,d578896a77cb1d7cdbb72ccc99ac0ea4517bb335df92ff5a67c26833f36bbd79,0.934604159225946,2112,0.9591488974583793,0.8771221070920734,0.7833005131432864,1,7,76.99075203724858,0
NUS Singapore,Elizabeth Martin,Mobile App Development,2024-07-22,2025-10-15,52a11943a6dd9900c49a3d7b22072d08021704f2c4d581a09a5bcf4e46009558,0.7099165624163534,527,0.6615507163359261,0.888211249755168,0.9351904622548587,1,6,14.129466329196857,0
University of Toronto,James Martin,AI & Deep Learning,2024-03-10,2028-03-24,7c8c18e60986ef6f52cadc2f4c65384b651625a1fbb6d4a1ffaba940613786ee,0.7068299110393952,661,0.867075317187087,0.9114495358132042,0.9066123323111032,1,9,25.837795070779684,0
IBM,Carlos Smith,Agile Methodology,2025-06-20,2027-09-16,757ac953524ce4ecc684411e49abd8fcf0e2f27770b23ae00e39685e46261bad,0.9000108401774397,194,0.9133886920461409,0.9104779530567221,0.9125717426487143,1,5,34.712253042577714,0
Columbia University,Susan Martin,Cloud Architecture,2020-12-29,2023-05-12,5ab84519dcd1a17cc5ad326ccfd5f5b9c988e404b05cc1adb5f849d27f82126e,0.9062581492691453,1828,0.9131098430277282,0.9384472662983366,0.728873372392348,1,7,41.41313709587229,0
Oracle,Thomas Miller,Blockchain Development,2024-05-16,2026-11-20,c97f6c22c60da244e6e6e36bda6f11d8fb98603de5dfe60e4dad04c44f24fd95,0.7859795638824822,594,0.9182796421712378,0.9233704042530411,0.9321026406263495,1,3,9.824862029567697,0
Udemy,Susan Johnson,Cloud Architecture,2024-07-17,2026-07-07,852fcb662e991225ead8f6dede2b9b53863d5a16d98a5e65371a4951ecff95ce,0.8973243129986379,532,0.975417449887109,0.945467737381978,0.7274634738272852,1,5,44.45954011415154,0
MIT,James Garcia,Data Science Professional,2021-08-31,2025-06-28,0d21045f9c6cabb97a4388ac81c3f749d1c81f4928c2ac60e7fc908c46259bc8,0.801402594878539,1583,0.7729315909493576,0.9538456624398436,0.558200904005943,1,5,22.022246663919816,0
Adobe,Karen Thompson,Cybersecurity Analyst,2023-04-07,2024-04-25,87813d0156d274eb8056016ed7e9ff735678110bb5739af64cbe6cbdc5665125,0.970540933869638,999,0.9862178033841618,0.9582130930892129,0.6451867054098321,1,7,19.05764027109893,0
Adobe,Yuki Rodriguez,Data Engineering,2022-01-09,2023-04-13,419f711c866f074125fdc45fd11b4c0880b3c2dbea6b3b15b4234ebe8f419aeb,0.6910697253266873,1452,0.8638217097937354,0.9064863946809834,0.8509898588088569,1,8,8.866708060535137,0
Microsoft,Michael Tanaka,Mobile App Development,2023-10-27,2025-07-18,831cbaabc103fe35ae87c6cde4130dab0c2c1ec5d1114385f00fe9e96500cc9c,0.937069421899204,796,0.913990774717748,0.9233739483097139,0.9321852163695796,1,6,3.8692985434879446,0
Stanford University,Joseph Davis,AI & Deep Learning,2022-10-27,2025-05-07,2f604719761d53b60b7434e3c55f39197746aab3025ba74b21ae2895f467426b,0.8982547811334299,1161,0.7069092132859195,0.901482310622161,0.9109030951997829,1,7,18.301192106233916,0
AWS,Susan Chen,Quantum Computing Basics,2021-06-23,2024-09-03,478d594098587e3f0c880df1a3e1acc53222c6dd152f1891abf6196d954310d8,0.6425055362764625,1652,0.5091543828030997,0.8566923389568668,0.936227050911047,1,7,1.0083141056911336,0
CompTIA,Joseph Anderson,IoT Development,2022-01-13,2026-05-17,df2b55b93f1dfa35dd440d24a9ca5b967fe6e1aa8c5e81b04ae2f18569e55bca,0.8324086392691109,1448,0.8046657791311836,0.831915770258051,0.8261941640386038,1,4,20.011178910587837,0
CompTIA,Karen Tanaka,Quantum Computing Basics,2024-10-11,2025-11-17,d651ec86be2c736edf23c1acc90fd5bf422aac6f4e66196207fea9725644742d,0.9514070821822483,446,0.9459617499787392,0.946392194342497,0.9368965781848397,1,4,21.8170072547709,0
Yale University,Christopher Mueller,Full Stack Development,2021-07-07,2025-03-13,b19a7e23dd74e930024d57a2928c589695866170a32592c1da5cccb7cfb52610,0.5463538196569818,1638,0.8839538728111099,0.8999438550331076,0.7915184262100984,1,6,4.413924118998465,0
CompTIA,Karen Ali,Database Administration,2024-10-06,2027-10-07,f3c7aec4ea4ceb105e7bdc1497c73e098b43d2873e5618b8c0bfca90d4abe3b2,0.6421096359426578,451,0.8493118831015514,0.9750559237038642,0.8317947471016044,1,8,22.428710720802407,0
Google,Susan Chen,Full Stack Development,2022-12-28,2026-07-04,3454780096c007598125c44f6f50a19ee3584c95f9720d81284b7dd3c1124e8f,0.8299988951704721,1099,0.8871481818448477,0.8876010249752097,0.8701461526368889,1,11,16.412865769951935,0
Yale University,Joseph Rossi,Big Data Analytics,2025-04-18,2026-08-23,97cb9a975d257410971aba70a824e15fe144e2656c5943f1c8c81cbb312402a6,0.890742876843458,257,0.8828878851744564,0.9032892342098983,0.8811930808699993,1,6,22.160860790393507,0
Udemy,Pierre Smith,Machine Learning Fundamentals,2020-12-29,2024-09-17,5297c00019a049228d53d42b015e579efb35a69dc9d32a5c2d904fca5b0e8afd,0.8291350926537921,1828,0.8844893989992275,0.9429409680286782,0.8040785347339915,1,4,14.251583612172308,0
TU Munich,Karen Rossi,Natural Language Processing,2020-04-14,2022-02-17,36bd4d0c98e5930509764ce903e5d314fed28829145d82a23a47c2711ec2c213,0.9407569139198154,2087,0.9098693552290169,0.876501598020793,0.9083512272907321,1,4,17.231903846042353,0
NUS Singapore,Joseph Chen,Cybersecurity Analyst,2020-07-16,2024-10-04,057cbc387df5b4523f94ab48645fedc57a07b3a0f3dc8f910fadd3e97395d761,0.4551740051514773,1994,,0.9292939234515342,0.7065269251969071,1,5,9.9050391192987,0
Stanford University,Priya Jones,Big Data Analytics,2025-11-14,2029-04-02,54b3d2e2151a574920bc738d6f837112aeba7ef3e37dda945c46738dbb6f4b20,0.8918402038230528,47,0.9778535001612483,1.0,0.7689460197992569,1,4,4.348461445732598,0
Google,Richard Ali,DevOps Engineering,2021-01-11,2022-09-11,d9ecf2dbb89365bba83d0e4bae1ad905820ef6283905abf6d0461ab26ccce9a4,0.846451038060906,1815,0.7933254758983638,0.9870838146467731,0.9491471388033287,1,9,32.178583305357,0
IIT Delhi,Barbara Jackson,Business Analytics,2022-10-04,2026-11-26,4eaa5fbe2c70e63ed8b984b7663cf96feb18a9e0102d43f91e3fd98113932281,0.8882825913188107,1184,0.8115655635537496,0.916014287604736,0.8094789607609671,1,4,35.66046130518024,0
University of Toronto,Sophie Williams,IoT Development,2024-01-13,2026-06-17,56206f6651a01a1e966b44a2090da1dc219f9afffa194af6819c1251df32067f,0.9147096315079273,718,0.9778057850549298,0.889458282031256,0.6226182026573489,1,5,12.771318042315297,0
TU Munich,Barbara Mueller,Blockchain Development,2022-06-14,2025-06-14,01b9f9e7dffe03f316344415721cda49143540f9d86381acb1b544424e3bc5e9,0.6751856692863262,1296,0.9839792157874411,0.9907457283650144,0.7306325267343884,0,4,34.570001529192446,0
CompTIA,Jennifer Martin,Network Engineering,2020-09-04,2021-11-19,b984ed527a69056f188ca3a6bd43d3f70fb245b157d6f4018fa7b8f6b9836c27,0.7970850780469365,1944,0.8177147308259,0.9759345581921381,0.9056579112948306,1,6,5.3312007900547576,0
Oracle,Wei Santos,Natural Language Processing,2024-02-07,2026-06-22,a2e31b6670ed3aa718b3f9b838b896cd56843acd9ccfe7e1ec6a932602db4b41,0.7702469780162501,693,0.9711978182327793,1.0,0.7880328248686324,1,10,5.143554110760531,0
Udemy,Jennifer White,Big Data Analytics,2020-03-21,2022-11-18,b8578f2661556ac81807f60dd7487989aaaff45350b26821474dc2bce36ec891,0.9049421364438862,2111,0.8821457393512179,0.9765025755502574,0.9042845351546026,1,5,27.149176035854577,0
Google,Jessica Martin,Quantum Computing Basics,2025-11-26,2029-08-25,78bd3842c78b1ffb570840e291d1ff7ad0676d88ded53d83ea0469535998fd37,0.4121586150554195,35,0.7511750581660761,0.9219288973314039,0.9167224678756019,1,3,102.67317170507579,0
IIT Delhi,Mary Davis,Network Engineering,2025-04-21,2026-12-24,7ac55810402b9e67ce9bca6a9e420eec44573241aee457ad6f46ca81e34bd485,0.5826099252726076,254,0.9692194711722236,0.9962473875136766,0.9059341722084963,1,3,18.802505731273662,0
AWS,Fatima Tanaka,Cybersecurity Analyst,2020-11-09,2022-10-01,23adde2555cd7aad99cf1fb914aec80a564ba7ddb971086d14fdcedd7ad809ae,0.8004287499047912,1878,0.8864144638427505,0.9605240041479132,0.978248521696605,1,6,3.009651750015142,0
Coursera,Sarah Tanaka,Mobile App Development,2023-03-31,2027-04-19,c5b394889e77a51f9692667f168bdb29d31a881ca68d56a86ddde7147366fd40,0.8800193555066422,1006,0.9542429315997448,0.9470696659291571,0.9110734503314962,1,4,49.959166960823524,0
Salesforce,James Rodriguez,Big Data Analytics,2023-11-26,2025-04-22,cd20cc03712ea4e49ff6c7f33e6b6c425f35148690cf2bb471c94b04a226c8b6,0.8102336173974515,766,0.5780963992093094,0.8832050418328435,0.7668656608015184,1,5,6.421031720228495,0
Stanford University,Sophie Tanaka,Cloud Architecture,2020-04-04,2022-05-18,1a29973f770e73ce9ae29189861f293fe9bf5775b2a1047498169534b59469a6,0.8984777023684299,2097,0.8803146561983911,0.8996876061618522,0.7899026160860618,1,5,29.539450105726697,0
edX,Susan Anderson,Data Engineering,2024-09-16,2027-03-17,264755377fa3bf8a8c9b1454374e027e273e22530614c43d3180d25c13b0c1ee,0.6783929878019345,471,0.8117893687776517,0.8976827327133989,0.7299078974156066,1,8,24.91947934856955,0
IBM,Mohammed Dubois,Computer Vision,2020-07-02,2023-01-15,5ff46da5aa9090f735977a2d9fba05ab2b281b5c7fe881f0074a8fb293eee26c,0.7692513375240332,2008,0.9913079629970141,1.0,0.9812607693380714,1,8,31.347628354077408,0
PMI,Wei Brown,Natural Language Processing,2025-12-30,2027-02-14,38042cecc889dce0f198684b5a7f8cff492cea90b353de1ce38749ec57fa9983,0.8126688581846877,1,0.9125572532821619,0.9264478524073176,0.8058554597894511,0,4,34.93364307043034,0
Oracle,Thomas Santos,DevOps Engineering,2024-11-02,2028-05-01,cfb0a4117b3777b0023fc3590431bddfe659252660732e6d0dd79f67457bf01d,0.824002917752316,424,0.825655350073893,0.9203969759255152,0.7084052733103273,1,3,9.04589473445467,0
ETH Zurich,Ana Martinez,DevOps Engineering,2022-02-22,2023-09-21,dadbfe32bf442bf2bc96642e851840ba91f9da9d10ca0b32115e32cf80df69cf,0.6619558186522381,1408,0.9529639100034815,0.873282593143182,,1,3,48.62158338168305,0
Johns Hopkins University,Linda Harris,IoT Development,2021-11-15,2023-11-03,ecc65ef0637026dc98f279d34e3482e9ad1c4592a905616f815e15606e490323,0.8407532787752915,1507,0.8034044529579336,0.9747249744008607,0.9630094092880636,1,7,6.52464641460377,0
CertForge Academy,Mohammed Thompson,Natural Language Processing,2021-08-14,2026-01-26,c2259f6f26649f37aebb6328561f188841b56baffdc9f97105799b23964f8d55,0.0863,1600,0.3975,0.8621,0.1891,0,0,137.56,1
Yale University,Sophie White,DevOps Engineering,2020-05-21,2024-11-13,d5d6cea882743ac3da7fd5b737912f23f93d0c20e914342b78ee4c1ef07ed738,0.7718900199998424,2050,0.8854161819888505,0.9725727059865832,0.7403683428413833,1,7,20.721849318342233,0
NUS Singapore,Jennifer Anderson,Blockchain Development,2024-02-05,2025-12-02,a200417c96b7a765203a4ba6583ce7f9866d63dab17dd358b9a3f642632415b9,0.8509389006483923,695,0.7833717951078523,0.8830905978564183,0.6874377547883922,1,7,19.845044185466552,0
Harvard University,Sarah Garcia,Cybersecurity Analyst,2024-02-16,2028-08-31,4c9388870079039a1437c0d2187cc00a132b19efc8f2aa48cefb756bd63d645d,0.7142431045395026,684,0.937486316398807,0.8424426891433358,0.979426664020743,1,6,13.744886269513291,0
University of Toronto,Mary Santos,Machine Learning Fundamentals,2025-11-02,2027-03-26,1032f79b45c7f8efacd93e625d1634d71183af964c9a33dd7484e2dda70d2077,0.6587932782619522,59,0.7269491444534805,0.8613547223238033,0.7550277787573484,1,9,40.39642327573769,0
Udemy,Mary Anderson,Data Science Professional,2022-07-24,2026-03-22,dbf8c85bb02e92d7b2142e8bae1a0e04289ec337d4c0ae7314c743f55ffc03c9,0.47803689518310927,1256,0.8358017172135036,0.9244530280489944,0.8718713530574207,1,5,57.65563202835293,0
AWS,Michael White,Robotics Engineering,2024-10-16,2027-11-29,c6f333ab4707bde759211ec748de622315f976401dfa06b28e3cad4fab4df2f5,0.8547178316317012,441,0.8831561842629667,0.7998360505082667,0.5001336669308377,1,3,5.895289566790604,0
IBM,Jennifer Rodriguez,Quantum Computing Basics,2024-07-18,2028-02-08,2f3ef6513acd78cf08550ab647238cbe1a5a5e11fdf3497c21a664234e7b08b4,0.8597082568691828,531,0.8151946772294684,0.9494002617282291,0.8901282717527002,1,5,19.591738583367754,0
edX,Patricia Smith,Cybersecurity Analyst,2024-08-25,2028-05-25,d24f2f28d6541664b99c11c96ee65591569344792b04a1a168e90b41713428a0,0.9184943904023418,493,0.715574927429897,0.839225945925923,0.9605749782886632,1,4,33.88211152946514,0
Cisco,Robert Jones,Agile Methodology,2023-03-10,2026-12-17,5facfb17dea15f6351eb7ea4cd2ada5af64d771fb20e7452b206314d31edf7a1,0.7070720864473167,1027,0.7555149244871864,0.9457083120562171,0.7492301829252227,1,4,17.974646223482264,0
IIT Delhi,Richard Garcia,DevOps Engineering,2024-05-04,2026-08-02,d0ce8018da57f7f2fed4d4bb78a0fe0955bc0af0688ee5e60b6544133dc82f43,0.7630841378982651,606,0.7001139154541427,0.8989879745677378,0.8942035088132034,1,5,12.623809748684932,0
Udemy,Fatima Martinez,Database Administration,2025-12-29,2029-08-01,77e17d94c17c7c944cf6c2b08d6293cea65b869e6407e6ebc23768535c77dfd6,0.5921633824792544,2,0.9240513707693605,0.9561502456339153,0.8155718236239201,1,7,21.136319373735073,0
Harvard University,Barbara Chen,IoT Development,2021-12-09,2024-05-18,eec197eddb13bf4848bf8f89fc45eb59ddc3a9a8a46a6ccdc49cde1847b14b8a,0.9243349284037112,1483,0.6719196854856823,0.9410290535991903,0.7807296716102766,1,8,33.09153774622647,0
edX,Mary Thomas,UI/UX Design,2023-12-18,2028-10-08,a85dde008ea6a66b5489e72a9bf6f5cf61ef76d83877cb993d793729f82b7e0d,0.8888111307565771,744,0.7789996497362947,1.0,0.7145933857679584,1,3,14.13687816767731,0
Cisco,Arun Chen,Blockchain Development,2021-03-28,2023-03-04,180a9f3213e8310276195f94c68fedbc52614ba8ae68f41568a48cfc52934180,0.9924351838849461,1739,0.7813055887696512,0.9045900508058373,0.863917970147962,1,7,216.65754640614466,0
Adobe,Mohammed Anderson,Big Data Analytics,2024-02-20,2026-08-15,a9551feaac4007edaccfb7c60111f7747e2692b4c6d8ef9dd8e9cbb50ab137c4,0.9009133984628483,680,,0.8850401720922757,0.6052685783635713,1,4,4.390171733071302,0
Johns Hopkins University,Pierre Thompson,Software Testing,2025-10-01,2028-08-10,f27190ea13b967b458d0fe95e2a418ca6222be2ea37bdeff968f1d8259bc99e8,0.286,91,0.4,,0.1737,0,0,29.4,1
Yale University,Michael Johnson,Natural Language Processing,2023-08-20,2027-10-25,c9f4eda83b595a423cf179f7718658fd8856b8aad26e8213c73cfb6c720eb0b3,0.8584642854006327,864,0.6647259628439816,0.9444692781589449,0.8445116301666983,1,9,0.0829980183578302,0
IIT Delhi,Mary Smith,Blockchain Development,2023-08-07,2025-03-13,8d0429ec258cb074e3021e2c9ebe0b57878c096ed4194a347e1f3606d4989b5a,0.9804966774319017,877,0.878489068626323,0.9428917866966814,0.9246940043966371,0,4,86.27487668565415,0
Harvard University,Fatima Ali,Data Engineering,2021-07-06,2023-05-18,15aa253e,0.2677,1639,0.2182,0.8286,0.1667,0,0,24.32,1
TU Munich,Arun Martin,Data Science Professional,2025-07-02,2029-08-21,bca1ec2cd6b918a8e06bcef0687f52fb8bf0b7b3bd156a4124c3b55143837ecf,0.9125178116345504,182,0.8484069642929387,0.9682726406217499,0.9885924179508706,1,3,2.9558547996089217,0
PMI,Michael Thompson,AI & Deep Learning,2023-06-12,2025-05-12,f84bd0711adfb077ba23734004ac3f1f20f141b7ece4fc2623aadc1099e43aab,0.7762493870799765,933,0.9866958046931634,1.0,0.9623532992149745,1,1,46.525856240637665,0
Cisco,James Martin,Business Analytics,2020-10-22,2025-05-21,bcaddbf830030a451c4d6b98f058919c3fbeec56d2c106dc327fd4a1f97b42b7,0.8446383711882776,1896,0.4934458220657579,0.8681621942787462,0.7866477301656734,1,4,39.04640568220888,0
Salesforce,David Taylor,Software Testing,2022-04-28,2025-11-10,9f9ed71c3eb2c3aa897e42d9f0222ea171e22c40df5ad4cce8209f0f5bd4761d,0.7878499961476019,1343,0.9517711091276722,0.9275746237326407,0.7541539714145633,1,5,41.78700986631662,0
MIT,David Johnson,Digital Marketing,2025-04-28,2026-12-29,0bdf3a2f4e40829959774c09b1a3951bbcca2880ad1175dcb45be580c43ab054,0.1913,247,0.2004,0.789,0.1164,1,0,47.27,1
IIT Delhi,Joseph Smith,UI/UX Design,2022-11-13,2026-01-28,aade4a5375590c9ba25695c53778ef14d3841f22a6ce877d6c443231104988fb,0.7975708941252931,1144,0.7572582541852495,0.9164596352210036,0.8163859901675561,0,1,52.1241566359436,0
MIT,Robert Wang,UI/UX Design,2020-07-01,2022-09-17,9dc93012b8a821823dd58fd519c8de5112e7788ba08fa168698826cae50f76ff,0.7587276324414772,2009,0.9080860554045113,0.9149375488637879,0.8782516375515973,1,10,6.638771194182709,0
University of Oxford,David Chen,Mobile App Development,2022-06-07,2027-03-14,0abfa2e5062eb3194da3152cf1c45d2652d068ff868665ede658b7ca03cf1e56,0.8817976659537652,1303,0.8495390455172036,0.889619866115947,0.7212695066787747,1,5,18.343483638194744,0
Johns Hopkins University,Richard Williams,Machine Learning Fundamentals,2024-02-02,2027-06-23,b2ca8a5619f4a37626a85960e5e2bccfd277a4574af755f26944dffb81664d55,0.9228187056956307,698,0.7879706383733737,0.873720694816295,0.9560353012395283,1,8,24.669907479781056,0
MIT,Sophie Martinez,Blockchain Development,2021-05-17,2023-10-05,ba12e9638af990059c8cc80cc93d188bc1c90b15aa0bf3a3f046fd00f3568793,0.9308954334204896,1689,0.3161112116506772,0.8585840794569527,0.6502468553200265,1,6,0.30248564928784505,0
Udemy,Fatima Rossi,Database Administration,2021-04-01,2025-01-19,9a7024763aff73c9dc87df9ab5e9f14bd3c54b07b8a2aa29f9ea6b4a6f05949f,0.8528591476840298,1735,0.9826841691909713,0.8685143415945198,0.9285485116313343,1,7,11.523603757199496,0
University of Oxford,Mary Brown,Quantum Computing Basics,2025-09-13,2029-02-23,9a2e68ecffcdaf4db0e3ef0fdfda1fdeb16512fd780cb49d767978eb55e5f0b2,0.7293740092252616,109,0.6987353591836799,0.8555171586380846,0.8173202608218416,1,7,77.9566092086517,0
Udemy,Mohammed Martin,Machine Learning Fundamentals,2024-03-26,2026-07-08,25103e1b0105d1acd3de038cce909523efc4cf5faa82910e2ce55aef728c57f2,0.6998376136917657,645,0.7061198321226723,0.8549763459748149,0.8342968726291564,1,6,83.06722355074739,0
edX,Karen Jones,AI & Deep Learning,2020-12-25,2024-03-27,d14d36d12d017564c80c8d3afc2bc1caa3c39a5d895aa307fa6f9a64068d09bf,0.810414408022291,1832,0.9654940045585966,0.9093647078081163,0.9267977722977258,1,9,78.51227481742661,0
Columbia University,Christopher Hassan,Quantum Computing Basics,2022-05-31,2026-07-16,e5a525395cf33923e8ead8b009312b9495e2e10b1853b5da3ae23aea73de2462,0.6995305695083696,1310,0.8293432459906667,0.8749843244832464,0.9701785287346862,1,6,23.236696395795768,0
CompTIA,Joseph Jones,AI & Deep Learning,2021-09-17,2024-04-14,dc1f2c71c1f907f7a36933def8870ddb23b8c1ceb18a101995f68411bfd0a846,0.801155948027993,1566,0.7706076822552824,0.9798841637056541,0.6845616438217047,1,10,2.550820969627993,0
Cisco,James Martinez,DevOps Engineering,2020-03-04,2021-08-15,096958aed6e325059df9b2978f2d5ec49104fe1633acb124147a2976c9f11213,0.948412003763163,2128,0.7500369497274826,0.9121185235741978,0.6953195815317588,1,3,11.140412927450766,0
PMI,Ana Santos,Agile Methodology,2025-01-07,2027-04-05,f982e6c6777b58d372dd125181ec355ae69a6c55395072f4dd53e9d9cdae1e19,0.9990037360806191,358,0.9247517735028626,0.9280530303206451,0.8618999672389741,1,4,1.3575873031281318,0
University of Toronto,Jessica Santos,Project Management Professional,2024-07-03,2027-05-22,ad432845f4bd934cd39610cae79f2dafc02d2eb70745d807f1eaa62d5ce84c58,0.5792089660267292,546,0.9366511122824516,0.9496513171957847,0.5336158521928424,1,7,10.27626310386931,0
Coursera,Richard Williams,UI/UX Design,2020-04-28,2024-07-17,4f347fee23401ef3d2027f1d17b0005740c76a6a4e7d32beee6d8efd8d95b3d3,0.5855441899404251,2073,0.6624269556432909,0.9597887346919161,0.9627318445771863,1,6,26.463276786870367,0
Yale University,Carlos Johnson,Software Testing,2025-11-24,2028-03-11,5cdd95af1f512ee7aa6728b834cc95abf8d582a4e9bd251076c185ea9dab76cd,0.708591162477069,37,0.9703428693631868,0.8664878141233011,0.797953184423535,1,7,11.46373778820929,0
NUS Singapore,Christopher Hassan,IoT Development,2023-02-24,2025-08-28,ba576887d4cdd863ba27aac6656203073f6788fa75fc81bed1541bea1355edde,0.7003115337104691,1041,0.4683034205925153,0.8770071391202006,0.7892230264950499,1,5,33.74196035794197,0
Salesforce,Thomas Johnson,Blockchain Development,2023-07-13,2027-10-04,95be854527744c9859fad4c7d7dc8acf2d557148026756a7053569729481325e,0.5745862192293286,902,0.7265820930932614,0.9236831542614807,0.7186858011486019,1,7,1.0999385764237013,0
Cambridge University,Elizabeth Chen,Natural Language Processing,2021-03-14,2023-04-27,54b146aada605b06eddb365dfb56610409151f38d5455f6887290c68d94680d1,0.6084254969881759,1753,0.9665577608503227,0.9105352449808297,0.8530912190307776,1,3,15.21203646367408,0
PMI,Mary Jackson,Full Stack Development,2024-08-05,2026-07-05,6159a3f5efc08f6f4af7b7dc4e2e33b639b2553af0b020b924a44ca4ccc4d48c,0.9138394928397777,513,0.9140224874023627,0.9505580809356202,0.7317306144279837,1,7,33.94109501465748,0
Oracle,Karen Smith,Quantum Computing Basics,2021-07-11,2024-11-28,43156499374930c386346ec06cf8bae4fbbb851b59dc8cf2ea0937cdc3a4f3a8,0.774292521223674,1634,0.624373587925764,0.8751885408130484,0.661848525144376,1,6,9.657279451491291,0
Stanford University,Jennifer Thompson,Project Management Professional,2020-10-23,2024-03-23,0f0f981a7e77f5a612470d42e441b62b3dbb39ac972432073de8795df474b643,0.8283554785276807,1895,0.7842319355840989,0.87833348632579,0.9457727572414755,1,6,5.857673027011122,0
Salesforce,Elizabeth Rossi,Cybersecurity Analyst,2022-03-10,2023-03-19,d83a588ba15f6881a1309753b581b32beba944bf417296f6db4383dae0127adf,0.8303210802897725,1392,0.6973142570220998,0.9418686337089834,0.9194017605429683,1,5,17.685538023729066,0
NUS Singapore,Carlos Martinez,Full Stack Development,2024-06-07,2025-09-03,b93c806bc2edbe5d320970a0fec8a8da3e7bba5398e6445b98068518bf461e3a,0.8006422058669052,572,0.8782189255939278,0.9656870192103398,0.7195707441806126,1,8,32.13129490373756,0
Adobe,Richard Kim,Computer Vision,2020-07-16,2022-11-19,831617649504ca178085bc8d831f3ae9ad7699642e083862cab7572fac0dbcae,0.8225291565960171,1994,0.9875084760109399,0.8604649700670556,0.7953573220190796,1,8,41.698868850218666,0
University of Oxford,James Kim,Data Science Professional,2021-05-26,2026-05-16,238d8b2713301673aa0bcfd20c4e63df97b17e942746332e9fd745dad8d73d64,0.8108398109640103,1680,0.956460211910118,0.9069640956419978,0.8428225209547405,1,6,61.9341640802364,0
Columbia University,William Chen,Mobile App Development,2020-12-24,2023-12-10,8997fbbd75212f9031d1a646f307d25cf7133ac0e2c85f7e09c21c72e07194b0,0.8532950759403256,1833,0.7828066068539812,0.9420584552771074,0.9116532235629972,1,7,16.08730171579196,0
Cambridge University,Mary Harris,Data Science Professional,2023-07-04,2024-08-14,b1fba4f0d0ca47119e00f1c272c29ea86910775366810fe84b0a72faf6c8dd1d,0.9470702749006247,911,0.9637571792742193,0.9174959700571768,0.7947215287443827,1,11,13.161345566731525,0
Salesforce,Christopher Dubois,Business Analytics,2021-01-17,2022-09-04,0dec197ab00aa880c912a82cb18c6376e171741873212792b69798dd17d6ca01,0.9904765310985502,1809,0.964498469013813,0.9423102073427388,0.9232360853154311,1,6,24.718745889013935,0
University of Oxford,Linda Hassan,Computer Vision,2025-12-26,2029-09-10,5973d8d63e14df745c21ce758d88cf81505fd9ba6ed52bd640a5f2274e990724,0.90373509819422,5,0.7688876463811503,0.9170400139172715,0.7324667233551805,1,8,15.263101478719205,0
University of Toronto,David Brown,Database Administration,2025-10-22,2029-11-14,77ddc8569ae1bf67dd0223c9c41dfab9854ee85c854eb685faef1ab2be6526cb,0.9377868532202025,70,0.895448615502927,0.9334638636898444,0.8957300757479191,1,5,27.911896950043367,0
MIT,Fatima Davis,Business Analytics,2023-09-13,2028-08-13,2aa4e9c0726418b6fc5fd3415f18231619ac5d12fd0aca53f5fc5668a761a668,0.6502660514630638,840,0.8312180299390475,0.909266504598459,0.8691811762390497,1,3,24.415315410396783,0
Cambridge University,Mohammed Rossi,Cloud Architecture,2021-03-24,2024-05-22,1e1eeefe08e0eac2435890a9bac11b6cade5b0efdf2939194405991d5632472f,0.774708875633134,1743,0.7825018908602047,0.9060913038273547,0.7928816138330113,1,3,1.4903468902875057,0
FakeUniversity123,Fatima Taylor,Digital Marketing,2025-06-15,2029-05-23,6e927404dd19a8acde9da8cb139df15fed1be907b0811c75060570294291d741,0.2553,199,0.1444,0.7613,0.0667,1,0,30.6,1
Microsoft,Susan Ali,Computer Vision,2023-10-23,2028-08-19,9cae21eaf4fa86f74e921367ff948d1e8618b5269e807aa17a67b6f6bc622ead,0.9135795051793366,800,0.9948387661255268,0.9512316672082184,,1,4,22.86322165594622,0
MIT,William Wang,Cloud Architecture,2022-01-22,2025-11-07,66560d32485514fbbd897aa9f08011ed1788ad595a0513eee9c33811e2d10912,0.9176839837043391,1439,0.6663285600292459,0.8436795685036109,0.866129995346496,1,7,63.22763352224609,0
Udemy,Sarah Santos,Mobile App Development,2024-07-03,2027-08-20,02e9b4a96382903ac9f6b965ac7076e9080919a30669dceb1a22a180a38dfaac,0.8168584465224376,546,0.9176673578250707,0.898710642842396,0.9927844679239003,1,8,79.22574983239234,0
edX,Mary Thomas,Natural Language Processing,2022-01-22,2026-04-18,7c6d89d1a64d5b5a018921359d3003ff0297cdbaf1ca012bfa97fb12f091a00a,0.6524459632107824,1439,0.8012236480287063,0.9289009549993676,0.7816218869626802,1,5,6.026254742623002,0
AWS,Robert Martin,AI & Deep Learning,2025-11-03,2029-10-28,df7806de2106b58cf783d4cfa789b2d0b2ce605f004d5007c72e169ff70328ac,0.8967398582737992,58,0.8752335914581298,0.8890864215285006,0.6625645773146234,1,7,51.465056887194095,0
DiplomaMill Online,Jessica Davis,Cloud Architecture,2023-07-14,2026-10-06,7fef6490452d356be0f15dcae3e776938edfd8adbf10005e35a7e12e0bd74dc5,0.1872,901,0.1046,0.5669,0.0645,0,0,67.72,1
IIT Delhi,Thomas Taylor,Quantum Computing Basics,2024-05-27,2027-09-02,6166ca68134fdac086239f0,0.0765,583,0.4,0.665,0.0931,0,0,206.22,1
Yale University,Jennifer Davis,Network Engineering,2021-07-07,2026-02-07,65de621129ac014541ca9a0ac2d55dc22ed526b6cea9c515123c59db44de29be,0.7411712831982961,1638,0.7817818965829516,0.946435566831655,0.9233743596561462,1,9,17.070935704151236,0
MIT,Elizabeth Ali,Data Science Professional,2020-05-16,2023-06-30,91ab914310f29cb369b9e5c34301de5c5781a9e10b210007e1f91daa1533be82,0.9266747471875628,2055,0.9528323053584764,0.9162994021050404,0.7955374419710238,1,6,9.05342875587347,0
InstaDegree Corp,Ana Dubois,DevOps Engineering,2025-06-07,2027-01-05,eb9e6581c0a8c35b11775f70bd241fc71ba4b35ec366e79fe3fb177d82b04c76,0.1551,207,0.2885,0.9035,0.1789,0,1,105.09,1
MIT,Michael Anderson,Computer Vision,2025-05-31,2028-06-25,38f5a21e4aef9ca13800c41b81c5a2626e51dcdec2afb72428f089cbe233697e,0.9464382871267597,214,0.6782280562329861,0.9014428961522564,0.9168387862674519,1,10,9.067048248319438,0
CompTIA,Joseph Garcia,Blockchain Development,2025-01-26,2029-12-18,c4074c5e72343f65e305a58a21e120974a31880116e8be586dbaeacea65bb346,0.8613604738029057,339,0.7920371340273563,0.9194349493047018,0.9111840127756079,1,7,115.28623245751126,0
MIT,Sarah Thompson,Software Testing,2020-01-14,2023-03-15,69c953884d47e47a554655ddafc11ecaa15acc3ebfb16d5bb9372d370c822ecb,0.990367047224954,2178,0.9207412779064129,1.0,0.9123060513884874,0,4,17.001166192490093,0
CertForge Academy,Robert Williams,Agile Methodology,2026-01-03,2029-05-17,baffc6792c067d100572bfcb3b981bf0c7edb22ee0e1d5d7c4864ecc7d801543,0.1613,-3,0.6267,0.6803,0.115,0,2,16.43,1
QuickCert Ltd,Mohammed Chen,Digital Marketing,2026-11-13,2031-08-06,723f84574bc0587b028fb2758d12abb26312d6b2fbcc1cf0a66e595b88c0d2d4,0.3583,-317,0.1932,0.8196,0.3459,0,0,31.61,1
University of Toronto,Susan Thomas,Data Science Professional,2026-08-14,2030-07-30,4725984cc97797f56b898120ef04c14434750db449103cf7c4267e992310c34d,0.0934,-226,,0.7617,0.1672,0,1,86.6,1
NUS Singapore,Robert Mueller,Machine Learning Fundamentals,2025-09-08,2027-07-02,7279e5e080f311aa1a539ae44072cf2b27b741cf18b3e2befd11484d70203d0d,0.8512362666877299,114,0.8681179079960182,0.8362022014567076,0.9373408117467537,1,5,53.41626078379996,0
NUS Singapore,Mary Williams,Database Administration,2020-07-02,2024-05-24,45f277220c8ac26f4a9a6d54278e9ac49998f5a183751bb4c9cc6916bc104665,0.9564318052330463,2008,0.6721506314865168,0.9269094307910722,0.8635317262054996,1,4,8.038792107214906,0
Harvard University,Joseph Santos,Blockchain Development,2023-05-23,2028-01-09,bd476bcac5c6b446ea631375044065ef3c31c5db507ff12a968a50bc994727f2,0.9605641861471151,953,0.8839240990687605,0.9148654171801549,0.9239056365938707,1,7,43.85956258704286,0
IIT Delhi,Patricia Thompson,Machine Learning Fundamentals,2022-06-22,2027-04-15,45de59c8aa38a5c736dc41536ef048da94bb003a27ecb9114af1563a6ac1eb2e,0.5209994689448548,1288,0.9643084993465233,0.9062549384922832,0.8178816748112742,1,9,31.374690095679178,0
TU Munich,William Williams,Machine Learning Fundamentals,2023-04-18,2024-09-06,37ab1b1345ef8cabcf966940d17e4d62e07b2b79f89a6537783e8e0ffaeedcbd,0.6696892636359463,988,0.756799417747661,1.0,0.8816347001841854,1,5,34.53552615301032,0
TU Munich,Karen Smith,Digital Marketing,2021-10-14,2024-06-10,abb999e7e1e40909731a5036b4deee61a785eb2c485b468c2672aff0640df6be,0.8193524622618427,1539,0.6400762754551633,0.9306242688931056,0.8844041406154605,1,9,22.465199427618437,0
CompTIA,Jennifer White,Natural Language Processing,2020-06-10,2025-06-07,dbfc7b342868de4389170624bcf0497318e0e52c0c2ba5d9cfa1a20bdd7ca765,0.912077673303268,2030,0.9023617797606612,0.9317359080041487,0.823889781791195,0,8,13.537639254426136,0
CompTIA,Christopher Dubois,AI & Deep Learning,2024-12-25,2027-04-11,c13decead363914c0c1330d2a74fa3373908b1bf4881bd05c61c2e37a700a4fd,0.7322830805349133,371,0.6449670411578987,0.8927104834402178,0.9495395835956216,1,7,10.663273467576431,0
University of Toronto,Wei Hassan,Machine Learning Fundamentals,2022-04-25,2025-03-26,ff8e7adffb01a98d9ca5f7fa08f7de34d3475926c14dced5410aa246e67ad8c0,0.6611732711297734,1346,0.8781689413687851,0.8208028415639644,0.9788775269220553,1,6,13.595799841653363,0
Cisco,Carlos Tanaka,Database Administration,2025-07-21,2027-01-29,90192c690bf1b4eba763f592c3ceef6a3aa6eabb44835fb30b889121b854f20a,0.7814816504188038,163,0.9189611299233719,0.9434848643499375,0.8509171521214267,1,6,12.493079297552793,0
Harvard University,Priya Patel,Mobile App Development,2020-01-04,2021-05-27,89892e298afde18c5f21ffb78a683a35c77e5a6ddaf01d98b2811d0d433f971d,0.8261952886331876,2188,0.9136666306901733,0.9514710623541716,0.9272178547017603,1,5,18.54668829314267,0
ETH Zurich,Fatima Davis,Mobile App Development,2020-02-25,2024-12-23,763fadb73eb085d03b5a0aa14ae555384142ef19e68e6129a57d8ba914e92bf7,0.8885592831564951,2136,0.8495940908696364,0.9554817300457733,0.9858082967617795,1,3,27.56209484724357,0
PMI,Susan Smith,Cybersecurity Analyst,2020-11-05,2023-09-08,84d4e1b5ba67ea2bcfd3107d276ce89c33b229a3b3fcfbd4d545fd1cf7808124,0.7006487121249829,1882,0.7403260986973406,0.8584099057824759,0.8099609279853355,1,7,25.91673012963175,0
MIT,Mary Santos,UI/UX Design,2023-08-27,2024-12-10,d2de1ae963f3ba8b67bb15faeb8f7a356f83e162554a5e33e7c82f64ed275826,0.7204580537177812,857,0.6412683210945629,0.9021378312699806,0.8277526964596982,1,7,8.164327192040467,0
edX,Thomas Patel,Cybersecurity Analyst,2024-10-23,2027-02-19,cdbe1bc6c94393bda94c2074e5b4e49105a63aeccd1376a01154755b300a5237,0.6292141971163191,434,0.9165437022417365,0.8949121478207732,0.7780330279803281,1,7,16.71173078245843,0
University of Oxford,Jennifer Kumar,Full Stack Development,2020-01-02,2022-05-18,be4ede5be6e6af4daf56199155d44edb5af15822c9046a2d41a67565dcacf4e0,0.7926405165930093,2190,0.8831195880575093,0.8216576551766728,0.9071017150911392,1,4,30.907269725801775,0
Cisco,Sarah Kim,Data Engineering,2022-07-03,2026-03-08,a43076394fc8bc8cc66de32aa408ce8f490da15991a412ace62db089f04d533c,0.8253219378566917,1277,0.9818049652651871,0.8684760332080019,0.9617838775915988,1,5,13.057882803678108,0
NUS Singapore,Mary Wang,Agile Methodology,2021-12-09,2023-07-12,fb6cbe69928f9f2542b4f893c70c3a48dfb8211415ad791de62aa2614026bf1d,0.7419739638158585,1483,0.9858326958522031,0.9732829674028385,0.811411944826515,1,5,35.941908900833376,0
Udemy,John Taylor,Mobile App Development,2021-04-07,2025-10-05,5a1172a1dd931c52b4b7e8c8ca596f7b064ae7a1336a5e9417c4f590b927ed5f,0.9716515098549248,1729,0.7114493614821629,0.9130262571194081,0.5558773987550542,1,2,44.32270828701448,0
Stanford University,Mohammed Jackson,DevOps Engineering,2023-11-03,2026-12-19,7de07c6ffb0bdbb3512aebc466de51e0dab56f1cf0352d9a2b6bbc337e319a65,0.792328911841897,789,,0.9027856657612758,0.9332082480826411,1,3,80.44049480039862,0
Cambridge University,Wei Wang,Machine Learning Fundamentals,2023-07-22,2026-12-25,5fbdcc8da4a083f7748245a140605f53660eac016a3ffcdacac9989955f3e255,0.8724681711718254,893,0.8293849503108708,0.9413887148215606,0.7768461621806888,1,6,4.618999828412628,0
ETH Zurich,Yuki Martinez,Cloud Architecture,2025-11-29,2027-07-21,b691160b42bcc12d6431442a936b0fa97c92044514858d5bde8467648e7276c8,0.6070213222455404,32,0.5356269297380875,0.9204209277179939,0.880748326470274,1,6,6.307225648985725,0
edX,Carlos White,Mobile App Development,2020-09-21,2022-04-16,8b0c1a4b638fa57f2fce800ed58a892501907e39eadbb931355ca6b8e567d23a,0.8268978595581705,1927,0.5941386308432308,0.9376873519408667,0.8807494320063308,1,3,17.413136928297913,0
IIT Delhi,Mohammed Ali,Cybersecurity Analyst,2025-01-17,2027-09-20,4981b66fe4595ef17af6b3d0689d3f17a9ff95ffdb0cdbeafdab622ee8a025cd,0.9271881932242345,348,0.7589229256513921,0.9154891811284848,,1,7,7.645249843766919,0
CompTIA,Linda Williams,Network Engineering,2022-01-05,2025-08-08,c9463472854f6873f0f9a23002678fac8321cd54331c19311d20d7838d970a3b,0.8763111012458189,1456,0.9385720393444303,0.9063810812729857,0.6573548956826801,1,5,41.20895422174869,0
Google,Mohammed Rodriguez,Project Management Professional,2023-06-05,2025-12-22,e177407556c0bf34a2ae2e58cdde7d62683083f5ac4d3a561cbff726dba65921,0.8761855171889793,940,0.8565318721644575,0.9464479942997821,0.798290676820528,1,7,61.07994591861911,0
Johns Hopkins University,Karen Tanaka,Database Administration,2021-04-11,2024-03-25,4f023cd590ce03b56a3489a9bd3da4bbb0c369103eb83b4f3774e34008eab157,0.8085254161299652,1725,0.7121228523899014,0.8344700957263806,0.8900740095145898,1,9,53.220447856314834,0
Salesforce,Pierre Davis,UI/UX Design,2024-05-31,2027-02-11,8c6913f2e050384b0c4664bf63fe87dd817cc9dd0227b1ef923086b2ac4092ce,0.9436074885056251,579,0.7424361206954124,0.9023798740660895,0.873532401534953,1,6,38.42131785659314,0
AWS,Fatima Johnson,Mobile App Development,2022-12-30,2025-04-07,4260e4553b23e489d0dae81e7f150216e8bb62d382f85cb9e4b6c1c21eb4f51e,0.6624311665286017,1097,0.8381670807022081,0.9507588449783073,0.8642690169340851,1,4,23.199501858439348,0
IBM,Jennifer Smith,Blockchain Development,2023-08-27,2025-01-04,d8ac98dc7bcc3182dc3a356619b8cbd82c44d97f2c6921dd507d8febe51f3808,0.8276257159576953,857,0.8635394336827683,0.9487024373127346,0.8869968685467107,1,11,79.58359064617014,0
IBM,Arun White,Blockchain Development,2021-04-16,2026-01-07,7235b66b3b64691d9be5230f630975859c6411876719e0a029631c81d75ade39,0.8155584923573868,1720,0.9410351095522115,0.9312801245859624,0.821987244739888,1,3,60.63817750404975,0
Salesforce,Mohammed Ali,Mobile App Development,2020-05-19,2022-12-27,3191280b45fbe136daf0972595cb028977cc35f065eb14eae1b81f400a6e2daa,0.765881492319657,2052,0.9664105539528719,,0.8753829276848755,1,6,23.26430881281739,0
Johns Hopkins University,Pierre Davis,Agile Methodology,2023-05-01,2026-08-05,c9cf2dc57dfb3a95f4eb90760d1d85e51087233770219e5998126f48bea85469,0.6645930921928638,975,0.7050374403473557,0.9308148622025144,0.7620259844536833,1,3,44.41266470236139,0
Columbia University,Priya Wang,Cybersecurity Analyst,2025-03-08,2029-04-29,6e43246c5bdb71de0a05623cfdced6414df62e960ad7e049698aab8042fe39be,0.8876507457239677,298,0.6830482562249989,,0.8834514647541211,1,6,5.726156991372344,0
ETH Zurich,William Thompson,Natural Language Processing,2020-05-04,2021-10-25,d60dc9e847587d285827f37600d3bfe7e7305b46b3172561624fb31c4926bcf0,0.8732801781386325,2067,0.9127593208310608,,0.8298883189549742,1,5,15.24690459059924,0
Cambridge University,Mohammed Garcia,DevOps Engineering,2025-09-05,2027-02-10,ef0cacede8c6538008475d8f83afb407338a34571fd568dd954cc2523ba17151,0.8747663593058349,117,0.6548202208536806,1.0,0.8516111071063879,1,5,3.087352546943581,0
CompTIA,Thomas Rodriguez,Business Analytics,2021-06-22,2025-10-23,198fba2d15d9735d7b3a1a8977a545ff947addd890127e576b461f1e726e523c,0.937374283839656,1653,0.8661399562567785,0.7931483195339621,0.8673554655771847,1,9,15.023378383932744,0
Microsoft,Michael Anderson,Quantum Computing Basics,2024-03-23,2028-09-05,e104a4ac0856df15544c46c6c1e2beb1817daa4da3c225a5b7af749b20d8bc12,0.5727631877048917,648,0.8019306107239946,0.9196600915324036,0.9464279839772399,1,8,33.95901265498459,0
Cambridge University,Richard Chen,Full Stack Development,2021-07-25,2026-04-08,ad22ba034b162205ac8be8b8a11acaf3eebfe5213ac8c7163054dff227623a10,0.9547738299241832,1620,0.7566674093752267,0.9274775698598413,0.9342261781685317,1,7,68.75833867895295,0
ETH Zurich,Michael Jones,DevOps Engineering,2025-10-25,2026-12-09,3c54a3cb103d17e2d08fc3c3534c5ecd8b658957a93bb15c1192deac256c8c12,0.8168956524243511,67,0.7411412819154759,0.8902243447214742,0.8590435373277238,1,7,14.064011744669317,0
Udemy,John Tanaka,UI/UX Design,2025-11-25,2027-01-30,a6a222041db7068f38d9f3d30dbe425c13c229c069f4576a004ce8e08f5fe01f,0.7444159722002835,36,0.7793944588965355,0.9202851779528245,0.5685155202420948,0,6,22.577093220765235,0
TU Munich,Karen Ali,Robotics Engineering,2025-11-17,2030-08-28,cba32a35ecbf77eda4ccc4ce1e5685e42748dcba76cbfb2109fe3f328ec4f3ff,0.5430079564997815,44,0.8098619902304905,1.0,0.8690989587331147,1,6,12.241644137939472,0
AWS,Thomas Martinez,Quantum Computing Basics,2025-05-04,2026-11-20,ba397fc4c6d1071669cf76b998b12268641eb0541129569da9cda2eba3719663,0.7215180896688228,241,0.9370214148188348,0.964461075265043,0.955860748336926,1,5,100.15233564983119,0
Stanford University,William Jones,Full Stack Development,2024-05-16,2028-01-17,3b2089207ece49d4850e3189a78ed5a1e9a98963f72407bcf4694fe2069660f6,0.8346938826262246,594,0.7977175560770414,0.8938898961898354,0.9656068307513838,1,8,91.71162524109734,0
Johns Hopkins University,David White,AI & Deep Learning,2023-02-27,2027-08-25,0f8065ef2ac41e40266ba5f5f316275d7550c55c7b478fceb5a7f76407375f90,0.75724758332593,1038,0.9099636511156791,0.9553581975354437,0.9390039628939066,1,6,40.06752177181093,0
IBM,Mohammed Dubois,DevOps Engineering,2025-07-14,2027-10-19,6167907c445326ebbeabf0520005af5e36c9803426122e151d5c67a183b529d3,0.9148856478880509,170,0.9838721525260146,,0.8493178124739327,1,6,81.70268472317213,0
Adobe,James Anderson,IoT Development,2021-03-17,2024-06-03,e1280b3950be791463a5e96762ae9189b6e78adff8829a1069b4d2e658a1f744,0.6500286678978424,1750,0.7473700575889842,0.8907452864931793,0.9472583503451255,1,6,19.6349683372478,0
Adobe,Yuki Dubois,Quantum Computing Basics,2023-01-19,2027-08-23,b1fb5fd73c92ac242dd4561f125f0c290700381ed15e2014a5816ac89313d64d,0.6458534088631946,1077,0.608555327567975,0.9377226925813221,0.7543582835048732,1,3,102.54382874911074,0
Stanford University,Yuki Miller,Agile Methodology,2021-09-07,2026-04-29,a59e861aa94ed086c1342af0fd1348739fe9baae8f5aa4b29eaa7722062309b4,0.7335631529805828,1576,0.9671653312151798,0.8519295102906069,0.5965697681346651,1,7,0.6096738667236745,0
University of Toronto,Karen Anderson,Digital Marketing,2023-06-16,2028-05-18,6a2b69e492f4c9f12d0cb5cb21f4199e1b3084990ffe3ddd3a23b6c1a30d3136,0.9942055549017697,929,0.9104205366335189,0.9721898094407412,0.9541202986522919,1,3,11.910243402813668,0
Johns Hopkins University,Barbara Martin,Data Engineering,2022-09-02,2026-01-12,c15f3986741765fb3701415306378cd9fecebd7af31374183b54e9c007a53ddd,0.7604681489713404,1216,0.9199727476202026,0.9810877420086594,0.9622116943282728,1,6,8.493027179776972,0
Cisco,Joseph Anderson,Quantum Computing Basics,2024-11-29,2028-11-23,f7bc162bcd03a535cac6b88275c688e3f7ae6d3b6d4c6137f2fcdd536988eee1,0.7803417638631601,397,0.8795959037141423,0.9682389827541424,0.8833191431297892,1,10,14.2860188325296,0
University of Oxford,Thomas Garcia,Natural Language Processing,2022-01-03,2023-01-19,aff68bfcf0c8d86e404b2dfc83dc415e911c904c0db728955dd1fe01ea1a881f,0.5182926410459362,1458,0.925696523205126,0.913432735959181,0.8525572673191416,1,2,13.303497130174481,0
IBM,Robert Rossi,Computer Vision,2023-04-20,2027-09-18,d72b80d41c6d89963336bdd39b83b0418d6edf85844f8d667a1fc290e05617ed,0.8506189708568381,986,0.8374757410774525,0.9102923534377715,0.8046573198840631,1,8,4.552174241829936,0
edX,Jessica Santos,Cybersecurity Analyst,2023-08-28,2026-04-12,8c5a4cf34b98436da42469d8c37956c69f216a8b50796613b4c26d3213c1d505,0.8542105443800845,856,0.7268992739924279,0.9038607767091276,0.8525878984403247,1,8,115.06484100529059,0
Cambridge University,Mohammed Johnson,Database Administration,2024-12-20,2029-08-29,b2e7284f3717e23c09a7e18d4e45350b5d254abb3e8f5b41320dbd598aa31536,0.872597563888438,376,0.7984805022899356,0.8802009743009079,0.5592370611502111,1,3,4.012188174765495,0
Harvard University,Sophie Jones,Computer Vision,2021-03-31,2022-06-09,eac8f8a2c596a6ade4d3dd0ef1cbd6e900665bab2193f2f5f5d01c1062546413,0.9399463345696063,1736,0.9504649024770543,1.0,0.8299133396581966,1,8,4.96845793349104,0
Oracle,Thomas Dubois,Blockchain Development,2024-05-25,2027-09-16,142d67b547debdc4a164fc350be41c0d4b17ad20063c242bd642ff6674465807,0.702592419810147,585,0.9541568470160785,0.9922035672998779,0.8477790598134771,1,9,6.865492595887413,0
CompTIA,Ana Jackson,Database Administration,2022-01-29,2025-07-17,3b9d7811b00614c9542961fcbf7f1cc6127bb14baf88fc3b9db9dc3beb539fef,0.807054784072988,1432,0.9209127380749174,0.9482167065202913,0.7803218273492,1,11,83.54401846378926,0
Columbia University,Richard Kim,Database Administration,2022-04-10,2024-11-15,43a94511223c5ee43812323f24f89179d1febbe6c8e857435d7aee644be5d419,0.9113792831426865,1361,0.8600865250043177,0.9218394148541048,0.9476345570335544,1,4,84.8683468020643,0
University of Oxford,Yuki Tanaka,Machine Learning Fundamentals,2020-04-03,2024-12-13,a820cc64bedbdd62f4922c652dc2059b8b02a1e92d69bafe0fe065d31b28a257,0.9668616860569726,2098,0.9435263120960115,0.8891068910554847,0.8402925868935812,1,4,37.77557389788796,0
Udemy,William Garcia,Data Science Professional,2025-05-20,2028-02-24,26ef229e2f05645d02c163bba830966d83c5b1f1b82bdd66be10e0263cdaf98a,0.9708108940980433,225,0.6626965437256259,0.953859080190014,0.96268277457168,1,5,50.27020360395065,0
edX,Christopher Jackson,DevOps Engineering,2022-01-23,2025-02-07,2d23063d15860f3c12b84a9aae3c4873f259e60f1e32f8be956e25e844933b98,0.5636764774755006,1438,0.979267169308492,0.8645195316048485,0.8319327498525257,1,6,40.44739823260331,0
Stanford University,Thomas Martinez,Data Engineering,2023-11-22,2028-03-03,4b3c9ebfede19e0db068c0e1c4f312de84fc976e35246b890d11f372f1106ee2,0.9780472943774686,770,0.7942644637964769,0.8953139763116088,0.9210824038216225,1,7,38.033793394337835,0
MIT,Linda Brown,Quantum Computing Basics,2023-08-10,2026-04-01,3ec0c02aeca0af58f19361b9bc9c72f92e04f4ff5b848fb2ce569ec7e5ac4489,0.7523261786330249,874,0.8315061861584647,0.8568042645076949,0.9581893865009015,1,5,88.35792631874142,0
ETH Zurich,Priya Martin,Project Management Professional,2024-12-15,2026-04-16,ef09e084da489347895de538cb9773da74c51d8e57fc6113ee5d6de65da83a54,0.8252787746182454,381,0.7688734518681675,1.0,0.9234507936184128,1,7,63.64624788707673,0
Oracle,David Williams,DevOps Engineering,2020-04-26,2021-06-05,5bb05c4694ec4a9490a733a7b4319ccd8ec1b276acb1c69d5642d238b23892d1,0.5812239814530622,2075,0.4630588836315278,0.8969143930107683,0.9160965698946338,1,3,26.456219892385295,0
NUS Singapore,Carlos Wang,Big Data Analytics,2024-08-08,2025-10-05,2518d82d6ef8ef55b08cbe431fdb544e13ecfdc012c696389e27817c13c87930,0.7797937942433891,510,0.9783370702638859,,0.9044482217755485,1,6,7.8287373204273685,0
Columbia University,Michael Martin,Cybersecurity Analyst,2025-08-17,2028-06-24,2f2c65f2d071a357f8a4585e52fa1dcb971bc20b66da1c664eb706817a04ebca,0.8455042968080552,136,0.9892016225856952,0.8495760046989962,0.8427571765506753,1,9,20.07013016075196,0
Columbia University,Barbara Chen,Computer Vision,2023-06-11,2025-12-22,4cba7700027c3c4427c4334b1bc57789bf56d5786ae3984a586191f728a5c4bb,0.9228617274180513,934,0.9640552768427477,1.0,0.9402876425072392,1,2,15.57972825172276,0
University of Oxford,Karen Anderson,Project Management Professional,2025-10-14,2027-09-06,765cd947b7c84081f89807ce96c5d0b7cf72b47db12524c8e00987478cf7ce6b,0.6189028769543056,78,0.9924592129625235,0.9257738156376831,0.954817937449967,1,7,1.493807463513936,0
Stanford University,Sophie Thomas,Digital Marketing,2022-12-02,2024-12-06,975b192000bfc03dbf2309f91c026f33d16f20a79c4b8998651fa9dc6074f2e8,0.920139091896869,1125,0.9387550175713278,,0.9025253117846543,1,5,2.7683515048470646,0
Oracle,James White,Blockchain Development,2022-01-17,2025-04-01,0d7d1bc4e704d932f0e58a46422be1ccbe60ee2792b3f55d55ce64a845255f75,0.5913053286224289,1444,0.9655788925283564,0.9300047029564197,0.9813745951495363,1,6,27.377409678929723,0
Google,John Kumar,Natural Language Processing,2024-12-11,2028-09-09,935933469d030cbee1303071a722300ca632a34af3b8935fe08bce36e5ade064,0.7582748209523085,385,0.8126191306363453,0.8886518688529769,0.8748811230349095,1,6,77.58120719898155,0
ETH Zurich,Yuki Johnson,Data Science Professional,2023-12-21,2028-03-23,19ace8338207915c6123dcdeffcb0c6dbbea98a27072bd8459e3147c722ed579,0.8627190655464924,741,0.7288026269161202,0.9030426682034557,0.906550193617333,1,6,21.88315230127005,0
Johns Hopkins University,Wei Thompson,Quantum Computing Basics,2023-04-30,2026-03-10,2fcf0c077d8428972ca0d8d7a9fa32176a6861def5dcec5358ae1a533dd807ea,0.8149916832873503,976,0.8436707345548868,0.9539407695223623,0.7359934679121788,1,8,93.14940239062491,0
CompTIA,Patricia Wang,Mobile App Development,2023-10-11,2025-12-23,cfa40f4e2866b37a19a452651f0303117e1c4f2ea5c086e3aede407f15182f8b,0.7608480985194328,812,0.8336004077212773,0.8631156271724634,0.8677317283999246,1,4,53.42785010886091,0
PMI,Patricia White,Machine Learning Fundamentals,2023-02-18,2025-09-28,f2158288e07cecf846acd7a94d321ad6519cbbdd53802a45e11451e32af01a43,0.7480420254607615,1047,0.5860875677620064,0.9781036199312796,0.9164982839796106,1,7,11.134476745945747,0
Harvard University,Arun Garcia,Full Stack Development,2022-02-04,2023-06-19,20f62986c2a4e99e20bf6e1e64a8ca2c6540984ed9a853919684628b0186b86e,0.9785718806395333,1426,0.6642097121570312,0.8861223359274744,0.9731394319999673,1,6,10.08856749013564,0
Salesforce,Jessica Rodriguez,Natural Language Processing,2023-12-31,2026-05-12,395c57dcc3c05cbad122c42682d5f65d7651549cfd74e8320b2f89ba033e46a8,0.7316633037357213,731,0.9082920416338638,0.8677082198896533,0.909984071288428,1,11,23.01911471470245,0
CompTIA,Jessica Jackson,Big Data Analytics,2021-04-19,2024-02-10,c763f6e7d3e4800dc5ff17c13288476e68c0ec97d1c108acc988746317f3fef9,0.7304211834689219,1717,0.8212358226601987,0.9307549273458949,0.9772058251013088,1,4,18.96520128637683,0
PMI,Patricia Williams,Machine Learning Fundamentals,2022-11-01,2025-01-25,f106aa8a0856097ca916610ce2c2b1519ca26dba6e7ba57b2e467526376410f5,0.6913726316150793,1156,0.6660113260193006,0.7498271577607882,0.9579727609320361,0,10,2.4097614082223866,0
University of Toronto,Yuki Thomas,Software Testing,2020-04-23,2024-06-20,0bf32cabcaa9846616f3be223dcb356fb0800c379a5ef1ca6c321f8671d62a9a,0.5997204126848614,2078,0.888446799072142,0.9329485461564864,0.8355805560331082,1,6,71.1736027489335,0
Stanford University,Richard Tanaka,Natural Language Processing,2020-01-16,2024-07-15,916421d0b6e45763f3d620bc6c41a4e1cad18ac39ebc86eb89bbe6704a97b148,0.9292033556335698,2176,0.9700289034136276,0.9770328435959883,0.9162951398986391,1,3,20.917795294148682,0
PMI,John Taylor,DevOps Engineering,2024-04-28,2027-11-20,15e98555c2726703abe1078bc183b5d3e8ee2646bd15b515da54b0673045e33e,0.979572847338942,612,0.7195638647729863,0.9447811835279054,0.7992878976299717,0,5,33.800691841867966,0
Salesforce,Richard Garcia,Data Science Professional,2020-06-18,2023-06-13,d68ed2566e6b889d568942fb513299c0d1fc113047bcd73f290c61585aefcced,0.7259444076261717,2022,0.8748915394010384,1.0,0.9070999983971024,1,12,16.09380670706826,0
University of Oxford,Fatima Kumar,Machine Learning Fundamentals,2021-03-26,2023-02-22,d738b541f71f17c331802b4a07106a1b56b0acdb1a88c7b7810d7b24449678fc,0.7690328634576622,1741,0.8408160221338538,0.9257870593498687,0.8668481269146507,1,6,8.5333674635109,0
MIT,Christopher Rossi,Cybersecurity Analyst,2021-08-31,2024-04-10,229449a31b68d8942b026482d126487f091d1d3bd62f8e24e9940f7b35061fce,0.527758260760058,1583,0.7733449374039175,0.967085666472777,0.9454227858624146,1,5,43.16008700470234,0
AWS,Elizabeth Chen,Data Science Professional,2024-02-09,2028-03-14,400539300e33c1909e6338c191c54d754baced6297f80ecd334d9115a257063e,0.8986106266209483,691,0.7990558823376532,0.9190590974053914,0.5886334641469598,1,6,30.053068277212372,0
Cisco,Priya Anderson,Big Data Analytics,2023-02-03,2026-03-02,c6c09aa0580ac97daff7f930b6f84c767a8959a8a3f0ec946c1f23a5f8c86884,0.6374060150742352,1062,0.6078779747557705,0.87215966096684,0.9760647963931288,1,2,5.858038645525914,0
PMI,Arun White,Digital Marketing,2025-02-26,2027-11-25,cf62e9fc525650dbc39933b65589121cc7e863c85644691c9b9cac6c3a95a3e3,0.8771606218830263,308,0.6744381667203393,0.8804565946211111,0.9894920742292269,1,6,22.13364646537753,0
Johns Hopkins University,Sophie Jones,Cybersecurity Analyst,2025-07-18,2028-10-17,4fc70cb022af42fa164bc0b5b78cef892b6d10e0999c86e7f6a230af12cc954d,0.6381275058866646,166,0.8994629099900509,0.9580755237940479,0.836471880868674,1,6,8.478337115890982,0
IIT Delhi,Richard Johnson,Project Management Professional,2025-03-10,2026-11-18,8b7a46f2d2bdb215e4274c3b9c31204e316667db7970bab4acf27b044f68fa86,0.8536405734093279,296,0.8203589325298734,0.9848929530259609,0.7294097006469734,1,5,5.997340117923724,0
MIT,Linda Tanaka,Cloud Architecture,2023-07-08,2026-05-03,e89a74daf68c0cbdde9ffec1fb719e258cad43e81ff297bf7062400550f5921a,0.9021417287799907,907,0.9490186498007285,0.8591359516690625,0.9280937024822544,0,9,18.357113711475577,0
Salesforce,Susan Davis,Digital Marketing,2025-05-12,2029-10-08,8fc52db01fd1851d65c8c1dfca2677478d3d093777aa42aab9194b1ce9827380,0.4705609527752103,233,0.8894652557444813,0.8940582022833493,0.7622917131963426,1,4,44.376378712336084,0
Salesforce,Patricia Dubois,Big Data Analytics,2020-12-08,2025-06-01,e17c0adb548eedbaae2443a2a775a1c7f4a89e003cc84397945e152e2002b4e6,0.6256908243580266,1849,0.9790913544507075,0.9482275808037945,0.9574159739921129,1,8,2.7438217043953914,0
InstaDegree Corp,Karen Smith,Quantum Computing Basics,2025-08-20,2029-01-17,9e4f309fe1edd00b8fef8ff8abbc7450e46fd39ff74d5a63c6bcea755aa5c214,0.1325,133,0.4067,0.1965,0.0536,0,1,28.51,1
University of Toronto,David Dubois,Mobile App Development,2021-09-26,2023-08-30,b082ad9a3f0db0a9f52a3040d57ed5685eb71337110ace9c6e5db8b18330f538,0.6799654415301238,1557,0.7546170730972249,0.934211801443553,0.7651724955201159,1,7,7.322472544470518,0
Salesforce,Robert Mueller,Data Engineering,2025-10-17,2028-06-02,5e8ba071f5d8ac1ae53763f7db6604d910c8e1f6f566bf189805c68f24778fdb,0.8364102043020549,75,0.9362700846808512,0.9432550647509892,0.7682875346302139,0,2,20.348966087994242,0
CompTIA,Pierre Thomas,Mobile App Development,2023-07-12,2025-04-07,6a625297b629b0a317510a397e7d3862857cec82a942840fabdc99b4cf449561,0.9040217233116581,903,0.9756081348210106,0.9346299222870416,0.9987834873126142,1,5,27.451981669531353,0
AWS,Susan Williams,Machine Learning Fundamentals,2020-01-01,2022-11-22,6e8b124326d485d2497949d8736455538f961d84d6f750cf936d78ec1e34f4d4,0.9720572800402589,2191,0.33699079621894396,0.88647276570757,0.8490312559834482,1,8,49.61426188651855,0
IIT Delhi,Sarah Garcia,Quantum Computing Basics,2024-05-05,2026-01-25,c6532549827ea46206f7137650811d22a7cb54e5f423d010f1af5f6cf40b03e6,0.5552166910683995,605,0.535611404973615,0.9125480341914909,0.9416716336144024,1,8,3.1795790725062463,0
NUS Singapore,David Brown,Natural Language Processing,2025-05-21,2026-10-08,281df4dd1b73cb5b596a1c4e9d9b13632602fd9de3d195d63b81a8678d8e1ebd,0.8507371110974706,224,0.6559012878020836,0.914693702811289,0.66595800042786,1,7,17.409401648640095,0
Coursera,Arun Anderson,Quantum Computing Basics,2024-05-16,2027-08-02,d719fc14120bd757d854a4af6af80cf6ff8abfefb4999d0548e5ebaa057c2493,0.7224474152917164,594,0.949815311949744,0.9181193667189529,0.8145782352876183,1,6,70.66635239916806,0
NUS Singapore,Joseph Thompson,AI & Deep Learning,2023-07-24,2026-12-22,c956a83a2d1c6f58f98916252ace2b372dbd9c645b260c6b834e78b28162f037,0.6836124790985332,891,0.8794648127825648,0.866651591461652,0.9520866351712002,1,3,9.699914986571256,0
CertForge Academy,Susan Garcia,Mobile App Development,2026-03-31,2027-06-30,05e3cf23118c4c2fcfaef36c645ef10ad492f99813c9aac69852d8c8b333a924,0.3202,-90,0.368,0.6074,0.064,1,1,141.08,1
Yale University,Yuki Jones,Business Analytics,2025-06-30,2027-10-04,c47143946b3b246904c9d7bed38572b81edfffe3f87d5a596ec608e9982af367,0.8100563996748467,184,0.7395177761782025,0.8660263040212728,0.8552503226015515,1,7,32.025362548322114,0
AWS,Thomas Thomas,Full Stack Development,2025-05-29,2029-02-13,122651be49390b837bc3bf8cbaed43dbdada618fb8e3cf882307f53d81a7ca99,0.7588831015010005,216,0.9147033490076724,0.8340654130845576,0.5810452473032557,1,5,62.15782169399965,0
TU Munich,Ana Miller,IoT Development,2023-04-18,2025-09-14,7a8ccaf9f033e50eb524a73463a05de006e75e13b9459b13536ef7234667bc7a,0.6959232879203321,988,,1.0,0.8025100041370786,1,5,7.216368176613238,0
ETH Zurich,Karen Johnson,Big Data Analytics,2020-05-21,2024-01-17,8eecb52112b75d8ce4d27406bd66bad9b0e780264c75e5b7cc13655046db331f,0.610250487348358,2050,0.9597013589598862,0.9025948642129521,0.8502724025637451,1,7,18.946603853468066,0
InstaDegree Corp,Yuki Martin,Blockchain Development,2026-01-03,2026-11-27,649feb23aa3373addf148f4166f3a435b9b0d7eac0506d3e9e7284f053487a89,0.2329,-3,0.2701,0.4914,0.3997,0,1,13.91,1
AWS,Mohammed Thompson,Cloud Architecture,2023-03-28,2024-05-02,199355af92b6058acd1a8539ad4cae4b27acd6523d7ab23b4fedb44b22562d27,0.9337309007859049,1009,0.7911353475963003,0.8951127428859414,0.8690000791446607,1,5,43.07659990077858,0
CertForge Academy,David Patel,Natural Language Processing,2021-03-14,2021-11-07,6a715d006801c3f5a2fabb9352822d8a69fa22ee5dbd74ad9b5e157e5c893545,0.3477,1753,0.2296,0.6397,0.2886,0,0,320.55,1
IBM,Linda Rodriguez,Project Management Professional,2024-01-21,2028-08-13,de52f00c95bba0cb3f8870ae7a1bf885614fa337e3cc270d1b2d03cf8864f75d,0.3851,710,0.3706,0.4663,0.6113,0,3,81.1,1
edX,John Martinez,Cloud Architecture,2025-08-26,2027-04-23,ed8410cba61fbd6af5e7a60d98ffd38c0611df434a24d6786b98b9a67f26bbc3,0.7369602054603687,127,0.8962159494721819,0.8694386449038383,0.8000425341716935,1,3,107.29075857016825,0
Coursera,Mary Martinez,Digital Marketing,2020-12-11,2023-04-25,886241a9ba48dc5026831ad0e56c647f324667b049456b82a449ff3cc00df90a,0.6839675843404662,1846,0.7109406538386354,1.0,0.7627299880170854,1,6,15.623704239002231,0
Johns Hopkins University,Michael Johnson,Business Analytics,2020-04-06,2022-01-07,b272e20ed93fa7e4490074956d66afb13fb71d6f838ea4e1a936a64520cbbed0,0.8034791451268837,2095,0.840861313165256,1.0,0.8677852228731653,1,5,2.4728551728278525,0
Coursera,Priya Johnson,Big Data Analytics,2023-01-02,2027-06-24,ca0ad076e5d22e56905afc262f521cf60399be8ff3d4b62e58f61c05fa46d87d,0.7765900478583156,1094,0.7453777338252516,1.0,0.9669360130190369,1,7,5.067521134977991,0
Coursera,Linda Brown,Quantum Computing Basics,2024-12-10,2028-09-01,0292b629e99a3bf4224f8799228ff1208a6e2e7b00e35b284edc9e3497e45bcd,0.8602087967590335,386,0.6852566833402407,0.9589285202663091,0.7880747738489825,1,9,43.109545738450244,0
Google,Richard Kim,Computer Vision,2024-03-18,2028-07-13,691eeff88343a31d18d231b6c6a476d98a07acb1de037b4c95f9dcb313241c33,0.7114586448902009,653,0.5078395800405002,0.9720692185538692,0.7401914983657177,1,6,53.63237443310625,0
PMI,Wei Brown,Database Administration,2025-06-15,2028-04-28,ff9d2fb0e541f864d89154d833e2fa276f89a18092c04d7196be1c8c8a40120e,0.4836780045251793,199,,0.9355033657888484,0.9332213693893283,1,7,107.50308350190365,0
IBM,Priya Wang,Project Management Professional,2021-04-08,2024-04-25,bf2caef6e17ba2634afa5b408e685e81ba2c73be702f93ac2627bc2f56f90d5c,0.8502535432744605,1728,0.7722770911309034,0.8924621966213218,0.9423873860582699,1,7,30.041374448907938,0
IIT Delhi,James Taylor,Big Data Analytics,2023-08-17,2027-09-22,61a18e51ba7872fb9a0ce469212aefcf40bb44ffbde9eeceb7506a6c87fe1f6c,0.8770003037732279,867,0.8685103180420269,0.8713000526580624,0.9938024742105349,1,5,81.41164118147077,0
Udemy,Sophie Taylor,Cybersecurity Analyst,2021-10-28,2026-10-22,d963d46b530d46c01e6d185bd98596dad206243c2eaae6fc85ef54f63612e6a0,0.531324023033791,1525,0.9901978877961374,0.9828595352206648,0.9724707324140496,1,5,95.98678577832219,0
University of Oxford,James Garcia,Data Engineering,2025-07-10,2026-11-27,63e2715fa7e91c4501d2a6cde14a88705fe01be85084fc83e508004ae45ca9eb,0.967497405911346,174,0.8023583360070013,0.8558311769099064,0.9285112074398021,1,2,24.011395962452802,0
Oracle,Jessica Smith,Cybersecurity Analyst,2020-09-02,2024-12-18,35b5f614b4292627d7b74c40ee83ed2e1acb51939c18656d0e07ff8e2391e77c,0.6385130433285165,1946,0.9157570418692158,0.9261591628099914,0.743781162153859,1,4,13.917184841254059,0
IBM,Ana Martin,IoT Development,2024-01-02,2027-04-21,6ef4ccbd2222f6ad7ed6db1766a5651ae18b7f90eabbe5cdc6d94152b897baaa,0.7399924083235853,729,0.6222296017560272,0.922004358563047,0.7717302396653921,0,6,4.069720558178112,0
Johns Hopkins University,Patricia Rossi,Project Management Professional,2023-02-27,2027-06-07,afea2dcf4429bd6519aba7ebfe0ef616ad19fdd208bfc72c95fb30eee29ebbff,0.7078124646534653,1038,0.9898789411073851,0.8501843473996317,0.8116920161751224,1,5,1.1090617345500142,0
Johns Hopkins University,Yuki Rodriguez,IoT Development,2020-04-20,2022-02-19,6547fc9b7b69a9912314ba64c20b1cef1e4e00dcc4a937301b59b22facab7c98,0.9373402298687327,2081,0.6122726214965524,0.8772117697869406,0.9963612995035979,1,5,18.979998842569977,0
Oracle,James Smith,Full Stack Development,2022-11-07,2024-11-18,651f6e8a669a85a5eb5f2830b27c5c4b61f983d0dca7246538817cd6b936cd69,0.8388307546662824,1150,0.9232818283431525,1.0,0.8970033798522582,1,6,45.64233419556745,0
Oracle,Elizabeth Jackson,IoT Development,2024-06-02,2027-01-16,4b12a84d8a7a4dbdeab561c6a7a8848c661a69b4e5e52ae09f1f2947eda8a4de,0.6051256936442206,577,0.6299649489625514,0.9140110908185993,0.7519177583801443,1,5,75.06144291694866,0
PMI,Pierre Taylor,Cloud Architecture,2025-07-14,2029-03-28,93dd3b6f091b5403946a344d3048be8314afe79d2937ad13be52bdddf7e2cf58,0.897910198413175,170,0.519556584409206,0.9104109566635606,0.8786716122111724,1,7,63.975842951950554,0
Google,Thomas Brown,Robotics Engineering,2021-11-23,2023-01-03,86da45f8baa79a2eb4d1db7db01980624bd15288b9024a4f67398261214eec50,0.8068132476370302,1499,0.8466501801886741,0.9310645157217735,0.6129951667829966,1,5,3.336784408796601,0
IBM,Fatima Jones,IoT Development,2021-07-30,2024-02-08,38ab58f507f2649946f0c55f2e8c92559e6672ce46d49b71f89cc7948b2d64ae,0.7365246590568004,1615,0.5167006582799676,0.8167038102460389,0.7015947477264586,1,8,66.09352267508002,0
AWS,Wei Garcia,Cloud Architecture,2025-07-01,2028-03-04,848deacd10fea4cb46906624c2a4838c7a15d3bb48ac48299e38d0f090443e11,0.8248998583649356,183,0.5212552654150217,0.8973333146981746,0.7406723735102346,1,3,21.733636044543765,0
IBM,Ana Harris,Blockchain Development,2021-04-20,2024-03-12,1621475b0e1e7dc5b878c80d2bd80f4862b3a2c31bbcefe45e78dfa4959884e5,0.8338357229708522,1716,0.9289349290661755,0.9286229206341716,0.8420946358489847,1,6,117.17791876561274,0
Adobe,Sarah Patel,Digital Marketing,2021-07-04,2025-01-30,96faca190a223012ee74ebdcae4964d303f93b59c397a0f2ea8a364016b5e723,0.8069456468618824,1641,0.8590357990317321,0.9063175106160994,0.7756557265914465,1,3,3.7323263563739753,0
Harvard University,Pierre Jackson,Full Stack Development,2024-11-06,2026-08-14,2aaf3038o09a944389dec94800b1ced556bd31ec45df099e6c597f7ba1560619,0.0461,420,0.1816,0.6034,0.3134,0,0,31.34,1
Johns Hopkins University,William Davis,Blockchain Development,2022-10-30,2027-08-21,c410410637ca8db8ed488c5c73e43546269b9f2c8c180630f6f89c6ed807e747,0.8926690794325315,1158,0.7017791614948609,1.0,0.5654447613071503,1,13,11.66465441099818,0
PMI,Ana Garcia,Network Engineering,2020-05-09,2023-12-09,84acb1d6674328ff8395525804f51f5bc6e060c018f5fec79ba2cc584b62f365,0.6342928566256854,2062,0.9442348025134877,0.9864741802501886,0.9816037674073104,1,2,10.941152892990788,0
Harvard University,Priya Anderson,DevOps Engineering,2025-07-16,2028-04-01,272998ac23a7e9c31f8d99805102ee4a3c85cac4fad55ccb610607120d59f83f,0.7140146389932194,168,0.7943506812266459,0.8944728394395278,0.8516916144956127,1,6,14.744743745206195,0
Johns Hopkins University,Robert Garcia,Software Testing,2022-11-08,2024-02-09,e6ea04042bf1c37870b401847d91d828ccfed81f0262c02c46ce8c24e41f0dae,0.7884878064779826,1149,0.8722542294504478,0.9370776609778664,0.9453264814644188,1,4,7.940572431078882,0
Google,John Patel,AI & Deep Learning,2022-05-23,2026-11-16,5014c656fe3561bf37ae4bb4139f1f0beaf94c0b5578234a11c2e34efefbe044,0.6687341699292367,1318,0.8087393136887633,0.9269520389037329,0.790814080349971,1,5,14.624893950132183,0
QuickCert Ltd,Barbara Martinez,Robotics Engineering,2022-11-27,2026-10-04,4f01c5653e1cf208a0301baa5f3ffce65cd9806aabfb105639acee1f32b3d847,0.0173,1130,0.3217,0.6128,0.3115,0,1,5.55,1
InstaDegree Corp,Patricia Rossi,IoT Development,2021-06-17,2025-05-21,f2e42d216fe714d504475ee6ce8e0307686c61c36f0fb908eab719f423c674a3,0.1314,1658,0.2195,0.7684,0.1113,0,0,221.09,1
CompTIA,Pierre Taylor,Cloud Architecture,2021-12-15,2026-08-23,4500e436e5ccd7ef741b8c029cb60ea2ef30f7a3ff0647c256a44e534319739b,0.8468196767234413,1477,0.9151658036635546,0.8893873069146339,0.6445021417590265,1,6,41.83085396041133,0
Microsoft,Joseph Garcia,Machine Learning Fundamentals,2024-04-04,2025-06-03,1c742fccf908d294d99e6209402ebafba0124c513d9b4d4acaa72e7f7f9cc2e0,0.8173071356778682,636,0.6833919382969702,0.9319951107491368,0.9671508502046025,1,4,65.76266496209634,0
ETH Zurich,Ana Smith,Mobile App Development,2022-06-07,2026-09-15,272a192c930a6e809dc7d821ea609f626257dffc387e959bf73f21c3222ae479,0.8587004128949237,1303,0.8928421990695694,0.8946705013714422,0.8173579956939607,1,10,6.119732006429884,0
CompTIA,Barbara Wang,DevOps Engineering,2021-11-05,2024-03-11,422c8d7a23b20c133c8666613dc96ace1026e1737a618d1a09b7c574abaf60e9,0.4969756409962446,1517,0.7332910429415261,0.878867277230462,0.8258174352504992,1,7,60.243886813472784,0
University of Toronto,Ana Martinez,Data Engineering,2022-11-04,2024-09-25,8c04ea36aee96dca395b3044dbb27c6dc5b26e24cbadc37908903c1173a46c71,0.856043116019139,1153,0.808923203545676,0.926266205307456,0.965258016182687,1,2,6.58734109853711,0
IBM,Carlos Brown,Mobile App Development,2023-02-01,2024-03-25,b4c64dcb8caae3956985563d33d8d053711e35c2d7d2323d7ad8be07f592c736,0.9325948709130343,1064,0.8116060845598416,0.9259372004239075,0.9177369306536846,1,3,39.84295290327929,0
TU Munich,Joseph Brown,Full Stack Development,2022-10-07,2026-01-16,308c2811fa66cbb380dc3dba21042c22f08137f94c6f44da6b11e5b86450f86f,0.8567135260581004,1181,0.7700530364162455,0.9658347485663846,0.8171475354305004,1,6,12.111575606536137,0
QuickCert Ltd,Thomas Miller,UI/UX Design,2020-10-11,2025-05-20,65703154c611705aad65727ecee3097e29505fb89ffa64b2555a4668eea637ad,0.2339,1907,0.0393,0.7231,0.3889,0,4,33.25,1
CompTIA,David Smith,Quantum Computing Basics,2023-04-22,2027-12-22,b98879cb7b981305e89bbc24f2242220ff89c026a262f9f75f37d6a4cda33745,0.661445654448514,984,0.7201524631484403,0.8637240731178005,0.9937347026517255,1,5,41.178720363233296,0
Oracle,Mohammed Thomas,Project Management Professional,2023-12-01,2026-07-08,ecf4a70fd3038e6e47dc8a37643edca7cd65d601e648d14c256b7dc45cabb7a2,0.8244716796867995,761,0.9028082409705086,0.9300102869798473,0.8044436172261676,1,7,54.564101444493176,0
NUS Singapore,Richard Garcia,Full Stack Development,2025-11-07,2030-08-03,5bc517f591e7e6931b4218866607057e3db7a2151c25bff7932cecc7ea53404d,0.7766127659797198,54,0.9503931594957351,0.9013863350333016,0.8450193321940824,1,4,8.704294904251775,0
NUS Singapore,Susan Tanaka,UI/UX Design,2022-09-06,2024-09-20,fd741b825df7825b7a8f95c306cff30a60bf609c73d71b5c15970e6bf3dacc8f,0.9415853306125676,1212,0.5779883819325504,0.9055730484456379,,1,9,9.438688804567283,0
Oracle,Patricia Rodriguez,Full Stack Development,2021-01-19,2022-09-29,452b94b4dde5d4920836dfcb437d946c07444b25047ecd0f822eabcfc477ed87,0.8134352088354727,1807,0.8010972868643967,0.9279638408699866,0.9948743190934429,1,6,76.55535204311872,0
NUS Singapore,Elizabeth Martinez,Cloud Architecture,2023-07-28,2027-10-24,2e35509546d7fc58076a7717cf1d204b94ca44d527d61fa7667a78478b58efa8,0.9967298475926188,887,0.7278491758190532,0.9162906609489796,0.8003131295684205,1,7,13.040866894190902,0
ETH Zurich,Elizabeth Williams,Computer Vision,2025-04-18,2029-06-13,44a62994ab17117a172e65202039f67cfe56b77de560d4c3daaa19ec717fca66,0.9916323951861463,257,0.9571927460696711,0.8476636954815481,0.9506744438276306,1,5,4.340519758021947,0
Oracle,Robert Tanaka,Software Testing,2022-05-28,2025-04-28,b37c34aaa73d150c694ea5fda233f2e35abcefee1a8741407299dd6b05f9e4da,0.7937047883514209,1313,,0.923196877018871,0.8499174998634541,1,6,43.01406931680701,0
ETH Zurich,David Ali,Project Management Professional,2023-01-16,2024-03-19,2e17451362dcb9c18892538b7e4fc3648fb80cbed866dc34e0634ef8414cc77c,0.6707954849737049,1080,0.771078832120068,0.9321344991172621,0.8500777656189282,1,6,12.73707889462741,0
Yale University,Yuki Ali,Machine Learning Fundamentals,2021-07-11,2023-04-19,bd2a11a0c20f90233e2a68045c56c481ce76c6eace24563aabb4dcd124739142,0.8648201633172031,1634,0.8621206451792949,0.9316986725703119,0.9746059947394197,1,4,5.887667235207896,0
Stanford University,Christopher Garcia,Cloud Architecture,2025-02-11,2028-09-24,1b1def592840e55e46df0ee9e2ca59c4dbc86f3a19208becd2ec5ac0d8499c63,0.7302411969411606,323,0.991009751864647,0.9867113405565252,0.6144248357719463,1,3,37.31575226504888,0
IIT Delhi,Elizabeth Miller,Project Management Professional,2024-10-07,2029-08-16,2bf9c9207b311c4aae0f210edb76bd252963305b113f702bfcd21e820126b998,0.7507388201425086,450,0.928361646935025,0.9088563694690552,0.9766300917450381,1,5,6.995532696165996,0
AWS,Sophie Taylor,Cybersecurity Analyst,2022-05-26,2024-03-02,bb71ac528198c8637fc36d604230976114d6a359cd8eac1b00b8375a0dbe699c,0.9410341620425731,1315,,0.9540626455170773,0.7937108794427827,1,5,18.652661861897787,0
MIT,Fatima Mueller,Big Data Analytics,2023-10-11,2024-10-31,e2897dfb43754f448dce58937bcdab133eb07f73c8b0cfff5870ed7ef844470b,0.9151720505015221,812,0.7804641891724252,0.8613715664881217,0.9148703189087752,1,3,46.77831472446148,0
TU Munich,Fatima Wang,Data Science Professional,2020-08-22,2021-11-16,e162d89d9ea745a678a05619d9f1fb8ffee319a90aaab5a521bee55165bb7d68,0.8570517521270808,1957,0.9856478591233625,0.9287254075000843,0.936026014792211,1,5,12.838352769408218,0
Adobe,Thomas Jackson,Database Administration,2022-07-08,2026-02-13,9d436909e54f56107169b0a4d4c901d46f935d92790f840d3cf025004c3e4591,0.7745675695049723,1272,0.6568309828869976,0.9503267840883777,0.8239850772591786,1,4,19.253279826815312,0
AWS,Priya Williams,Mobile App Development,2025-09-21,2027-02-02,8714279153e725ce81301384dcb50ff6390ec22516eab56332e1344edf0c1825,0.8543504812066824,101,0.9890037477938438,0.9218962360411237,0.6575835296034844,1,8,31.668552622746148,0
CertForge Academy,Christopher Kim,Data Science Professional,2024-01-31,2028-12-25,58175b8f000c9597b0c660e8657d4dea20202cf34fa505a65ee975309690c4bb,0.2193,700,0.1676,0.6672,0.3367,1,0,331.26,1
ETH Zurich,Yuki Johnson,Computer Vision,2020-04-16,2021-11-20,0439e9a239b7c3d3b0ffa1d7ca59dad3a442c67435d53184524c9db1dbd12e68,0.5791125705639738,2085,0.7370282264339952,1.0,0.9259437313663323,1,9,36.79410845388665,0
Stanford University,Robert Jackson,Mobile App Development,2022-05-25,2024-10-16,bfaea609499240ae85848b3977a5e76c15feee0aba86ef8d8c3c7ebe5c9d6f49,0.865266319116992,1316,0.7888220423878954,0.868715721530823,0.8679172118158303,1,7,8.435213720694662,0
Cisco,John Martin,Computer Vision,2025-12-17,2028-08-30,c810bdb6ee8749aab352548cf0614c4940e03b7342b0bede0e45f121c268d290,0.9331765509128129,14,0.919192758305427,0.970192336036457,0.8640236144583724,1,5,19.7880700593607,0
IBM,John Kim,Agile Methodology,2022-01-17,2027-01-10,0dc4fb09cea0a083880fc1a38cff6a2f8df84a62ac2c1f743ce5f48f60771730,0.6146694227643112,1444,0.8685267073290996,0.9296539596668095,0.8408571466836682,1,6,48.76982405767207,0
University of Oxford,Pierre Johnson,Data Science Professional,2020-10-10,2022-05-26,0d489c54f1ed096c30670e4eb406a4664ce627e684b8d99ab57177841575efb8,0.9522819444130143,1908,0.3164216492819131,0.9213984520922671,0.7635713004469363,1,7,35.50719536455779,0
AWS,Priya Davis,Project Management Professional,2021-03-17,2026-03-06,28f49cef4da27a9cb8afb03d46d6a323a642071c52cd751263b4b90af426d612,0.7544953337553304,1750,0.6071434951480572,,0.7098178496060399,1,8,1.07825938833716,0
IBM,Carlos Tanaka,Data Science Professional,2023-03-01,2024-03-16,ed6c99f223d814d68812c748b10495e09bdb7d5598cccadbacbb4a9f1f02562c,0.832944462832869,1036,0.9725124659820451,0.812409252693008,,1,3,20.147480728521963,0
Coursera,Thomas Taylor,Full Stack Development,2026-01-11,2030-06-14,8fc487f2eba39ef4006814e3b3513f8ad6696fb6b0293fd5180d7393102e5d4b,0.2174,-11,0.5059,0.5594,0.0654,0,2,7.85,1
Cisco,Wei Harris,Data Engineering,2021-05-31,2024-06-28,a2b9d49bf838333e6e8e05f075e471abf2ec10ab8416fe0720519f81a83ba536,0.906497809147608,1675,0.7131014176476402,0.9240333986556497,0.7589981546655963,1,12,12.834872105556165,0
InstaDegree Corp,Arun Wang,Agile Methodology,2021-04-13,2025-06-20,c209623985df19fae,0.0493,1723,0.4,0.559,0.241,0,0,22.84,1
CompTIA,Linda Mueller,Network Engineering,2021-08-22,2024-06-17,b0cb3353874d93805a9f5aac9201999a547d2614922befeb71e7d4642f715bc4,0.7325530815330185,1592,0.8126665980776951,0.8963454532803399,0.8072053823306565,1,5,5.608189493603808,0
Columbia University,Yuki Tanaka,Database Administration,2020-01-23,2021-09-13,1347dceda1dbdb529e6046f3a4844d26f0d8a10ab4f00f4ccd71c92f3165e44d,0.8237462202513263,2169,0.6119629348865121,0.8980945087878203,0.8861447982004907,1,4,43.77467914839149,0
InstaDegree Corp,Carlos Martinez,Cloud Architecture,2024-12-21,2026-03-12,f1874959d035ce04c96000dc0b56e7a3646815268a5bd7457811e70da9aa301d,0.2743,375,0.2723,0.6286,0.2657,0,0,120.75,1
Stanford University,Pierre Johnson,Agile Methodology,2021-05-01,2022-08-14,bf82c26d4db6f7202bd75736eb3d4d72d015e091f637ecbdca9dc160075bc990,0.788870012960748,1705,0.8223371625038817,0.8912879864974728,0.973976536060657,1,6,14.806918834496322,0
Harvard University,Wei Martin,Blockchain Development,2022-06-23,2024-05-30,e69a03ffe586fe2b7b3833b47c834773e92c7bca512d0984c4543996bbcf4fae,0.8891297921629944,1287,0.9166629518235966,0.9829447285754614,0.7994541011860189,1,2,5.341005178816701,0
NUS Singapore,Christopher Hassan,Software Testing,2023-10-21,2027-02-10,590ad9c86523051c2a2a7111594cf8874c95652c32a658772b78c39a5ce8b2c1,0.7818991000276272,802,0.8700044877750441,0.9610199602676994,0.9615052370153935,1,8,6.508057847942484,0
Columbia University,Sophie Kim,Machine Learning Fundamentals,2020-08-01,2021-08-15,4ddf352c0111e64f3502da2df32c6d8b3121c446e469059730043a3db06d5a24,0.8135404964263577,1978,0.8866251028454996,0.9487713250590528,0.9384199921590861,1,7,18.787172088524567,0
PMI,Joseph Anderson,Network Engineering,2021-08-18,2024-08-18,44a89c6cf9cb42c153f0fa7d2513bece15c2b2e601d0c4280dd14a8668172536,0.8303431873738821,1596,0.8821704043432912,0.9281351248214484,0.8493199945058507,1,5,44.90641323544911,0
AWS,Sophie Tanaka,IoT Development,2025-02-21,2028-03-22,8c7fbe898f7dd53cef7b2b6c6db93c6d3fd214db170256035bb437ffadf72a8a,0.9554247758662834,313,0.948534519954946,0.9076736357017658,0.8053810763860444,1,11,3.881311974047817,0
Microsoft,David Garcia,Natural Language Processing,2022-10-07,2026-10-11,8430910a091154edf75b5056ae34a72f22df1088e11997799de459c67bd3ecb8,0.634462428709075,1181,0.6461790364674493,0.9492995154362363,0.7846987617052293,1,3,36.64004473995791,0
edX,Jennifer Santos,Data Science Professional,2022-04-08,2023-09-11,6e2fa5a5f0c6805d2edeb4e474f97396fe5e7b25aae9c42e07be0cf668ef4e1a,0.760036636743784,1363,0.8211676997907649,0.9491672769306131,0.8561177025095936,1,8,9.067751212037372,0
Adobe,Thomas Taylor,Network Engineering,2024-04-30,2028-03-26,ae62c2fa5e44b777c52243e61def4619b07c2db3cedcc9889d53ac3d3f658ae6,0.8651325758799009,610,0.8244688310417884,0.9194523969013169,0.6670054499097641,1,2,14.677753759456925,0
Johns Hopkins University,Mary Santos,Machine Learning Fundamentals,2020-09-26,2022-01-31,e863082b454e190033f471dd4853b6293b9893c1ee1a7a162332f712422ab245,0.7657714809715565,1922,0.8238412639229058,0.8583615408516654,0.9384686702033385,1,5,18.421731943238573,0
Cambridge University,James White,Machine Learning Fundamentals,2024-02-21,2027-12-16,fe601dcf346fb51333514f9c5dc84f249eb460e469931e50de5a290f50d90304,0.46229565780275395,679,0.8061850913796992,0.9404665292291028,,1,6,36.20091135344133,0
ETH Zurich,James Garcia,Cybersecurity Analyst,2024-09-21,2026-12-18,f561b49189c1dcdbf535abea52fb700df1bae9de56830116e8685d5417829cac,0.5427328118369814,466,0.7916207496596955,0.9644427681453419,0.7628820086114191,1,6,60.35455346761286,0
TU Munich,David Harris,DevOps Engineering,2022-09-07,2024-11-22,2c5da5a5a306eec49ec592a7816b2f2dae91b1d293ecdc89d49991f391bf6129,0.5900471295996922,1211,0.4734566176509185,1.0,0.9628192135752693,1,5,11.90322262482631,0
CompTIA,Thomas Tanaka,UI/UX Design,2024-04-11,2027-03-14,ad504830827a039dc86cfd7fe647764ff118589504ec5e89d58ac9259d8b1ef3,0.8056334012154373,629,0.8560269557858837,0.8450848830079085,0.9669180909692794,1,4,4.424928046491314,0
Oracle,Thomas Thomas,Mobile App Development,2020-11-07,2025-06-03,af817f9f5ecd25b49c3ca2912ef4226702627c3191692ae121054c33a9cc2618,0.9395982783389133,1880,0.9215396258744636,0.9300079173532121,0.9739922888718927,1,6,22.089263066910824,0
Cambridge University,Christopher Anderson,Natural Language Processing,2025-11-19,2027-01-31,b1bc11ae0ed09cd45510fe42bf9210495e04200cb09f2941bbd9b9ca673293e0,0.8520269818086053,42,,0.905201450016341,0.9136793204843043,1,4,12.95765685725509,0
AWS,Elizabeth Smith,Business Analytics,2021-03-14,2025-11-10,1678f669d26b9236a21bd82d8f57c800e0d9decc3ee788ea5123c57b518e7b44,0.8419203337823357,1753,0.6226306993429785,0.8417570904514216,0.9259300106831359,1,10,28.37071176835589,0
NUS Singapore,David Jackson,Full Stack Development,2023-04-26,2026-04-02,a9ee90c5a5640673f43392fd852c94c9baeec208341f1e38fe25d6acd7a93046,0.8916998394805903,980,0.8833234153236272,0.8536015465285379,0.9566161112907907,1,5,17.452464459677323,0
Harvard University,Thomas Anderson,Full Stack Development,2025-05-17,2027-02-23,1f37d97ad3af69b5c6c11c4c4150b2ae01dc26991f70639e8abf84a9e96546a8,0.8739194590339157,228,0.6945960640599548,0.9328040117711079,0.9879976122446712,1,10,1.483199646321127,0
ETH Zurich,Richard Anderson,Data Engineering,2021-04-28,2022-12-09,8bb26f860c8042021116a49f41624e06a5972bd0f1c03c29a631ee85f2cb3a56,0.9171806473251491,1708,0.8536832150324621,0.9151008409409537,0.6691840363066099,1,6,79.46309950308631,0
Adobe,Yuki Harris,IoT Development,2022-07-28,2026-06-22,ef560a956adac728928edaea1406816000d08a2e1d27d9b71ff54ccf1ebef80f,0.9109489547410163,1252,0.6280507689639068,0.91005556002673,0.919502982012403,1,5,74.4000476512169,0
NUS Singapore,Jennifer Mueller,Agile Methodology,2021-05-08,2025-11-14,3d0501cb1b65df04f72ef8beb034c48fc4544466158acc85793f26161dc1fe33,0.9966735866041486,1698,0.9714617369139359,0.8953929197695923,0.8912680855719637,1,6,42.14338359534777,0
Microsoft,Pierre Thomas,Machine Learning Fundamentals,2024-12-15,2027-05-20,5cb633ced8ff9197d14dfb72794e9f0a94e13644bd97af523229d3f3cc7384df,0.6735972320648932,381,0.9884290924208803,0.866372508114892,0.783721952135246,1,4,0.2820119307698066,0
Johns Hopkins University,Pierre Thomas,Blockchain Development,2023-09-01,2025-02-02,0888561e59834bf0676a1d6c84bd690166958a7903351eb1093397b8ffe13e44,0.9482577220804299,852,0.945919570417361,0.9075321038544253,0.8431984863551658,1,9,0.8045966205120455,0
TU Munich,Ana Harris,UI/UX Design,2025-12-29,2029-03-19,777e939a,0.1698,2,0.2046,0.5578,0.1408,0,1,71.28,1
University of Oxford,Yuki Dubois,Project Management Professional,2024-07-12,2025-11-29,6aeaede13e6f54ae83787941fdfc87cf03d75ea73d7aafe99127baa3c5754954,0.5953668446023563,537,0.6315658560643114,0.9597324245983904,0.7041646616479725,0,6,92.14108368238281,0
IIT Delhi,Jessica Mueller,Database Administration,2021-05-19,2023-04-04,f540f9ad855de59d7eafaf879fb6f173a26e81d73ccc29fc747d389a53ba868a,0.836347312456017,1687,0.8550069409495636,0.9413723075652022,0.8149077127655998,1,8,48.37356404571674,0
Cisco,John Williams,Quantum Computing Basics,2022-06-07,2026-01-08,98edf1e55eb60d9a7322a10af77cc6550ce4a1292d2968dbb5339d8a47d878f8,0.7359878260014889,1303,0.9066846653518401,0.8629719619105934,0.9454729276653839,0,5,12.340024216475914,0
DiplomaMill Online,Christopher Williams,Database Administration,2025-02-04,2025-07-04,3c06d163afd38093d0247df64b9d019bd948132fb6a70c01b910126f0f92845a,0.0671,330,0.368,0.6763,0.25,0,1,149.71,1
Stanford University,Ana Anderson,Business Analytics,2023-09-13,2025-10-07,2344550a051a49fd6b7e43748123568eb4f79d479c51ace58923f6805f9e509f,0.912720295475683,840,0.5540824191073729,0.8953722243230903,0.9899243463689827,1,10,14.71259063780338,0
TU Munich,Mohammed Jones,DevOps Engineering,2021-08-07,2024-09-26,cb5a527077f2b4c9f0a62c56b1837bd36443163fceb33e54ac911b8d2ce84d48,0.7439447034657702,1607,0.830416827662888,0.9213482942788053,0.8565735940452512,1,5,10.011338856138941,0
University of Toronto,Wei Hassan,UI/UX Design,2025-12-30,2028-05-24,8f981775a3967b1002d2fb70353a2b2525e56ff73cde19f502744f96bdea5d22,0.8406410429825845,1,0.7711833521601057,0.7969732623484609,0.8912046349309802,1,6,50.060720629771915,0
NUS Singapore,Susan Mueller,Software Testing,2020-03-23,2024-07-28,dbebc738e135b131a5ae13b79369869571eedd2cef72f0fe73ed37d572c80a9f,0.8794896600414533,2109,0.9282189951234335,0.9019191071381386,0.6797944218600397,1,12,19.35336476434328,0
PMI,Richard Harris,Machine Learning Fundamentals,2024-11-09,2026-05-11,53e657d3675bbf285b75ac672f285dc36ed6420cd78a83432693618704bec114,0.9087583791872595,417,,0.9249882096802878,0.7813861058694173,1,5,13.153904826452619,0
Salesforce,William Martinez,Agile Methodology,2024-11-10,2026-10-09,95b5c76038ad41c4047c3d11c321c10b69f94034b0f653ae26b14b3a4aec318d,0.6276447481031401,416,0.7453220091614757,0.9320588060074736,0.9096703619848903,1,8,21.9748723642203,0
PMI,Karen Brown,Digital Marketing,2025-02-01,2029-01-11,5e0732ef748c6a3c89737cf327c3996813dc6e3046725e9a31025f09e7ef20f3,0.027,333,0.2661,0.7948,0.1297,0,0,63.23,1
DiplomaMill Online,James White,Database Administration,2021-07-14,2025-02-23,748149e471e89b0061c5f337ebb3196f48a8bc3ef8fe0599ce0fc232b67c70d2,0.4328,1631,0.1486,0.4981,,1,0,19.99,1
Salesforce,James Wang,Cloud Architecture,2023-01-30,2024-12-04,483888c785dad7823c3332b40815fe9d8e9527ddd6fc679cb3b5db37e15b3944,0.66171831707527,1066,0.9223833144597522,0.9255361717093249,0.8377675915073701,1,1,8.282264153310589,0
Microsoft,Karen Martin,Robotics Engineering,2021-02-20,2024-11-05,a419ca2b15ff73ecd77cdd88a96a2c0783deb8a9e41d09b8895e5bbb59c85dfa,0.0743,1775,0.2025,0.5518,0.2068,0,1,51.2,1
TU Munich,Susan Rossi,Robotics Engineering,2023-12-17,2027-08-26,f393f3bb1cb3d3aeefba38073374b2f5354b3cda33bfef72f8ef0ce349cd2dee,0.9237250400334587,745,0.8009199103844813,0.8186896578805596,0.9954793030505751,1,5,17.818570204325145,0
University of Toronto,Jennifer Mueller,Business Analytics,2022-11-12,2025-09-13,0c0f989a993b9c159ee37e69cb7c40381b99699704ad779a36845fde3a30bc74,0.7055442563120531,1145,0.6305263926027928,0.9266586130515617,0.8323635543599373,1,6,17.66941109341259,0
edX,William Williams,Agile Methodology,2023-11-18,2026-11-21,5b3126286f9cdb255cd77fa20af16c6dd97b53b1fb5a36979fb8643e3f22327f,0.9517642263283914,774,0.9662046007896858,0.8071675421289084,0.8603509916078016,1,8,116.63199227058439,0
FakeUniversity123,Mary Martin,Machine Learning Fundamentals,2026-01-12,2028-05-15,9081365e1c72b35663178ab0868051b7e3559def9023d96bcffad4eed5bd344b,0.0527,-12,0.2976,0.7938,0.1743,0,0,101.7,1
CertForge Academy,Arun Thompson,Database Administration,2020-01-05,2023-01-15,72ae61a72671f4ed1845082aaf01464c73bb6316317a465defd14bb63339c4b4,0.095,2187,0.2269,0.4413,0.1904,0,2,4.52,1
TU Munich,Ana Chen,Agile Methodology,2025-07-14,2030-02-09,22a2ea59dfcb7cad2be0dfe9ca9033e02eb56e7e38bda549512aa532b34ee62b,0.9373544734187824,170,0.8071947695251328,0.9564148996117995,0.9555567499228996,1,8,24.921773014574633,0
Coursera,Sophie Ali,DevOps Engineering,2023-09-20,2027-10-31,c2ad213e7668f9d28aba9215f42eb5850a2cbbbd41331749af7754d70a89d58e,0.8872936145063948,833,0.738676768485109,0.7915692465025584,0.9179886634450645,1,5,13.092114020298807,0
Salesforce,Arun Rodriguez,Machine Learning Fundamentals,2023-09-03,2027-07-18,8bf7acd00bbc227813a8bb14df2d5169c0a3bcdafd98b1bfaea6f5e25aacf270,0.9230044959777026,850,0.9481312936726887,0.8931096471963327,0.9204571897728673,1,8,39.56089647239823,0
Coursera,Ana Martin,Big Data Analytics,2025-06-03,2027-08-09,1d3e1ed06f7f2f0e739159301ee539ea107e491809666696c78bc4ade26c4ccd,0.6359888150145977,211,0.9279431108372912,0.8868715145745357,0.8390300087223771,1,6,63.82242831432412,0
CompTIA,Wei Dubois,Agile Methodology,2020-11-10,2022-06-19,0fce1307eb197943494ddfa3f0a0883f85530719a4666806efe6d2f42754d512,0.6385674101710863,1877,0.9528605099458697,0.9776657832501119,0.9278534527671501,1,5,1.5135171421008615,0
edX,Ana Brown,Agile Methodology,2026-02-12,2028-05-18,d579cb7057db44c2443aee1b2d473b1f65a0f63213645460d300abc7f6907df1,0.3148,-43,0.3761,0.636,0.232,0,2,35.64,1
University of Oxford,Elizabeth Johnson,Digital Marketing,2020-10-08,2023-01-19,9120389e82c67ea5cb70ed805bc5d1de177951e98d2b44f59aadbf4677b76bcb,0.7647437238125583,1910,0.9305342424721272,0.9581588654860134,0.8737898848895717,1,9,17.825435959285166,0
Yale University,Jessica Kim,Business Analytics,2020-10-15,2025-06-21,100b939dd980eaefcf5cc4629c2078c70d5de5f2560db37ad61d45c61014358a,0.9384997605664719,1903,0.9341414343462859,1.0,0.7293008915831352,1,8,75.90643416495791,0
ETH Zurich,Robert Johnson,DevOps Engineering,2023-11-08,2025-10-29,9030958f6aeb0700a041a3bf6d6f932170eaede09c12bc3e98f0eb985d8b3817,0.9317928448702351,784,0.8859791936271825,1.0,0.9512187238388019,1,3,35.5887524016843,0
Adobe,Yuki Rossi,Blockchain Development,2024-10-19,2029-07-08,c0aefec728f987888a5993191e39b517f1c3efe9d14b8ac0c14e0989b93f32a5,0.8025502512432013,438,0.6250888515932836,0.9673366075789958,0.9167587276881441,1,4,30.030918089772403,0
Coursera,Robert Thompson,AI & Deep Learning,2022-07-27,2024-07-01,e3ff0fcd497e381e41ba1cfc58e00d5bd481e9107e96b87b5eedc719854d942a,0.8912941430018299,1253,0.6380244318144648,0.8938690104683639,0.9813322168057146,1,7,6.387740638571202,0
Yale University,Barbara Patel,Blockchain Development,2023-11-01,2026-12-22,aa0620ed0d6010618697f4754b2e2566353d9a0259f1987dbdab414387267ad0,0.32027302487468445,791,0.6362954163584871,0.9628352456197571,0.6675884292490568,1,7,25.974502267782437,0
Coursera,Priya Ali,Project Management Professional,2022-01-08,2025-08-16,0ac4f5ba3eacaa641e43bed51049f09ff1689b53fbe73bbd1dc58e3e169af74e,0.6911151181375653,1453,0.8178881768976041,0.9282578148619615,0.7412724037286574,1,6,5.82258012120384,0
Columbia University,James Rossi,Natural Language Processing,2022-11-28,2027-08-12,b291840184f770eee6eef1d7c62b3b6c9e045b43275b06df4b5b361cb25d000e,0.8100777365710891,1129,0.8342200536905381,1.0,0.9389094714637974,1,9,28.119135452913007,0
TU Munich,William Anderson,Cybersecurity Analyst,2021-08-15,2022-09-02,00e70844f2ed74bb22d642f5f79de173ddc78114a69941d3502d6ee6e4156369,0.6908250165097388,1599,0.861226799716894,0.864713761308858,0.9059818531312087,1,6,4.125897621087377,0
Oracle,Michael Thompson,DevOps Engineering,2021-06-10,2024-05-06,90d8f250ff0ec0188ef740ab835873fc736910de9d4506e91ea8c4c706b5f343,0.7885508399532246,1665,0.922570535831755,0.8932609572727763,0.9769496732203101,1,6,122.97288495462413,0
Udemy,Jennifer Mueller,Full Stack Development,2020-02-08,2021-04-29,c48b44c269868158655a1ce7e98ae761c2b262a5fb07af1c551e8bfa4893f0dc,0.8570031841269721,2153,0.8848341195867111,0.963098214092181,0.6060357385287262,1,6,72.59022604423697,0
CertForge Academy,Thomas Rodriguez,Blockchain Development,2024-12-20,2025-11-10,8b763dcda933f588c71d8943f2242644bc90bed58489814a145cd79f26dcf57e,0.122,376,0.4,0.8188,0.1209,0,1,138.89,1
Adobe,Sarah Jones,Computer Vision,2023-10-04,2027-08-28,eb136e52408464376a8fad25411a72727c3a70f6d3245f7f849fc997e5cb30b6,0.9428855959650487,819,0.8278800536724935,0.9588230466727028,0.9411511671502191,0,9,73.2988147778199,0
PMI,Yuki Dubois,Digital Marketing,2025-05-14,2028-01-22,5b93053201e26fdd20dece2322dc1f6fc15fdec17f26ae7fa0a4ac24d35de39f,0.7979269274706766,231,0.6513573689703923,0.9215368398010854,0.8234663665158323,1,8,25.842158087530787,0
ETH Zurich,Linda Mueller,Network Engineering,2025-03-29,2026-08-15,a52e378a005fd4985877a8360457814e564f2fb444b64284fd5a61b4b9c04aea,0.7219227644611093,277,0.948998716941821,0.9699475674350075,0.928792749869643,1,10,24.31099689122767,0
FakeUniversity123,David Hassan,Business Analytics,2023-05-07,2025-05-27,26f43df8d8e4a8fe212903ab696e56cf101da90c2f46aa541e0dd0d80e99b71e,0.2416,969,0.4921,0.7112,,0,0,7.45,1
CompTIA,Joseph Rossi,Blockchain Development,2021-09-19,2025-04-05,510a1d0d8cb807a5fe44ea00fe5e02042339991f25ce4fa31ffb9654d30932e0,0.9001586428964985,1564,0.45017878572687775,0.9753425743941061,0.949565813594676,1,6,4.879864308719821,0
CompTIA,Fatima Tanaka,Blockchain Development,2022-12-07,2025-06-20,b3892b9c649102644b29776b7d595f435a99cc285744cadb99847eae201c2564,0.6193024236865659,1120,0.9306844359228905,0.8795512335983593,0.9474082157753382,1,10,33.15708659411317,0
IBM,Sarah Miller,Project Management Professional,2022-04-10,2023-10-15,5c4beb1285ff7f3bcffef73e9d26c45491132b88c9ff618c9fac3383d21bea98,0.817656945069583,1361,0.48870252061026953,0.895151843353975,0.9486084946911439,1,4,33.126099139448264,0
IBM,Susan Miller,IoT Development,2021-04-04,2023-04-17,05b456a07d07286399f3f4fabb86f037c7172b24b10a50e27e50c7313c2e3cd2,0.7889993369689459,1732,0.9071858621811496,0.87671424471316,0.9246972457342197,1,5,13.525832389891278,0
Columbia University,Arun Rossi,Network Engineering,2025-01-16,2027-05-15,dc215af2d1ebc492dfe7a74484c68e21998adc591293681b93d0c17d69a0deb1,0.7801604119548569,349,0.8683910122575936,0.8874310936542382,,1,4,60.59011065561904,0
Yale University,Priya Harris,Machine Learning Fundamentals,2020-12-27,2023-10-13,cc4b3725c49bafbc7ec30c87a525261c76a9e8c2015aca9e20cde645559c9676,0.9314714221735413,1830,0.8848390551599824,0.8866265924130342,0.9375587229135071,1,9,154.13769111195748,0
TU Munich,Mohammed Jackson,Cloud Architecture,2020-08-12,2023-09-27,f9ffe37d719c39b25322baad5e1a371f4f4f76c4fb729c9390cff32bcfbcda41,0.797110253109071,1967,0.944615061903497,0.9007376498036476,0.7546805343372683,1,3,102.76015134503679,0
Oracle,Thomas Smith,IoT Development,2024-12-30,2029-04-02,0ca1e5f17ecc1e12cc7ebc6ba721186cace043ca3720cd6d1900e3058020a250,0.7754684770120193,366,0.9966062647694114,0.9811174232711345,0.8803408801131017,1,6,0.4040641932033968,0
NUS Singapore,Wei Jackson,Computer Vision,2024-08-09,2025-12-27,02f8f8eed52a1de1277760f2946c2137319558cb7fdb6f02ba8b7f66f700ec40,0.8649595373538784,509,0.987163734033312,0.9359177722050123,0.860994399955237,1,7,19.011601146367177,0
Google,Thomas Thompson,Data Engineering,2025-08-30,2028-10-16,ab32b95685c18e93d3faf86ba887a008081530445782108ccaa3f024950b144e,0.7098519651735496,123,0.9284790389655533,0.8741302609742976,0.7875775462762331,1,8,23.154772729522197,0
Yale University,Wei Thompson,Mobile App Development,2022-02-08,2023-02-26,9089c898a4cf48bb0ffde5a5a56c35ec37373dabfbded4c6a46432f060b93633,0.8841330409654105,1422,0.857483292624119,0.9443883462229885,0.8293993671818918,1,4,14.592770540815891,0
Johns Hopkins University,Christopher Taylor,UI/UX Design,2022-08-25,2024-09-23,a3c80ec30bdb23f180b331856ce3c347089b1c096e72c3c0c7d7442fd3e4949d,0.8966524222592178,1224,0.8721457695545317,0.9695944587179998,0.9613880091035202,1,6,18.06781626836349,0
IIT Delhi,Mary Johnson,Network Engineering,2024-02-07,2026-12-10,ba9467b01e4a690545c4ee2e80b4c1e7424f33fa89402d40619fdebb51e0b094,0.8123079696675987,693,0.7829029835223312,0.9365337123900458,0.8694450712380383,1,7,9.682376064988986,0
Salesforce,Wei Kim,Cybersecurity Analyst,2022-07-16,2024-07-22,b3186d15775a7d38461ab24737070b0a15ce9822843bd6457c4ed5640b8a0baa,0.9308514381470244,1264,0.85814038082277,0.8436560016333523,0.8822555522418407,1,5,17.468527013805442,0
ETH Zurich,Yuki Brown,Digital Marketing,2020-07-25,2021-12-22,b739080e7037ed29d333fe42b007d2ac3a63df5dc5f9c727ddb7f7cc85f38631,0.7650010371882348,1985,0.7136421649536067,0.9693188252952969,,1,9,3.0508359674055594,0
NUS Singapore,Ana Johnson,DevOps Engineering,2022-08-26,2025-01-25,5ea5de6bfcf6b0c407b23dd3f9c8b1e6336744cbe80d16dc537bc1ba7d463bc8,0.8934190153094493,1223,0.6704740895583753,0.9791045010926869,0.9557235237952539,1,8,102.98468435023281,0
edX,Thomas Patel,IoT Development,2023-05-19,2025-03-05,4a9bf7c6d947ce933ae378f830edaae2af76f7133838191e75a9ba44c539d56b,0.9850688230678167,957,0.7590820861141054,0.8805518770760351,0.7332240984994307,1,3,35.6493055699036,0
IIT Delhi,John Harris,Data Engineering,2021-12-04,2023-02-27,b03edf7e01a6f9a6b6f008f60c9dd20a1a4afa187ea3b6b9550795275b99717f,0.8572168629361201,1488,0.9836103335708006,0.9001740806590781,0.6183147864296763,1,2,25.202915406454515,0
Cambridge University,Ana Anderson,Data Science Professional,2020-08-01,2023-07-04,69c6acb668b43aca8d71b68390ea492cf15dce4149def913cef44da01ea7e6f8,0.860801673361738,1978,0.9930393243972331,0.8532728767350556,0.995256721406069,1,7,53.21638843370573,0
ETH Zurich,Joseph Davis,AI & Deep Learning,2025-09-08,2027-06-09,fbde61fdc2b9126769655f31df070e0d6cf2bcf93b45864bff16404ed04140a2,0.8997178746677958,114,0.5005248759237638,0.9930832686540082,0.9839667124040716,1,3,3.9325991879233015,0
Johns Hopkins University,Carlos Brown,Business Analytics,2020-02-14,2022-03-14,d208563349d67105150738bdf480d1f77b91f87d32d0b97a1e79b8882c62d08c,0.8362887961260418,2147,0.5390777399128992,0.9754276878748532,0.7399851455054808,1,3,41.59479754599201,0
IIT Delhi,Mohammed Rossi,Mobile App Development,2020-07-25,2024-12-14,ce5bc3ff6f3edf91c478c11af9a3c88e4e7e9ee1ebf5e93b0e146571c7729ae9,0.5940331520096248,1985,0.9875355661050057,,0.968235106157756,1,5,1.468899648489851,0
Harvard University,Robert Thomas,Quantum Computing Basics,2020-07-19,2024-06-22,a6951355b3efad59b5c2555e26ca35de98b7f602caadf3866bec476cc7c896bc,0.9396862435374304,1991,0.7384488581550316,0.8813536455835541,0.8949390806689257,1,4,23.824693372222303,0
University of Toronto,Thomas Anderson,Mobile App Development,2020-09-06,2021-12-28,f42a74ea77ef9d9d970506a92ae583e1442aa598aef5a3c5681147423dfa8e45,0.6047430108466756,1942,0.7663547546636742,0.9604486501201469,0.7975858885861726,1,8,78.69142035502563,0
AWS,Susan Davis,Big Data Analytics,2021-08-16,2023-09-08,63fd53c89f9c4848ad8d4f686d8a1f85eb9e358cfe76414ca0060be057453ee2,0.7284216560282788,1598,0.9054514536078749,0.9024777257881892,0.9111403084922789,1,5,43.29946826234794,0
Cambridge University,Barbara Smith,Data Engineering,2024-09-01,2027-10-11,5f24a3f67412f9c13f4603aee458c270f8d03db369a53086781c715ba89946b2,0.7216783183317513,486,0.7431803989580311,0.9078643894675242,0.7493673141643886,1,9,9.226222872749801,0
Udemy,Priya Martin,Quantum Computing Basics,2023-09-25,2025-01-05,e203dc226eee9d8bc0ddf3baa9685916569759d7836f8d63a19cc9b1891e3bb6,0.7697514739252237,828,0.9020159538440069,0.8903956092484449,0.8362148000183464,1,5,3.3767771158722697,0
Adobe,Patricia Santos,Big Data Analytics,2023-07-29,2025-01-17,10f6afad038f811fd44d05f3e647f845cf8023679edf5095eaecf8f7e0126497,0.0876,886,0.3667,0.6665,0.0375,0,0,149.65,1
AWS,Priya Dubois,AI & Deep Learning,2024-01-19,2027-04-15,33c1df23e222c134445f2270e579159d0b3a8ed2009ac88bff8623620d8bd6ee,0.7890428074384288,712,0.7128706507955249,0.9703193312104843,0.8483874586358022,1,5,8.950875996888236,0
Oracle,Jennifer Wang,Full Stack Development,2024-06-11,2027-03-13,140164e58c04b52096db4bca0005067d74901492fb41fdec8eec8a6c13151756,0.6956487777477359,568,0.7023662198349635,0.9533095665958191,0.9202677157543214,1,2,0.13987798515898897,0
IIT Delhi,David Rodriguez,Big Data Analytics,2021-08-26,2022-09-25,94739cc2c2731d43f219c0e2b76b50ea85a6328f94cd89a7f9a0921bb701b720,0.6261029233779766,1588,0.9326030740346707,0.9496877877804601,0.9114682893071998,1,10,41.82522146041756,0
TU Munich,Jennifer Kim,Database Administration,2021-11-19,2025-04-29,a406ddca20d2b94703b788952a9c64afc66a54d2dba8bf34ec72121f663b4a9b,0.649093847059997,1503,0.8536949412676389,0.921226074504989,0.6741823239837118,1,5,45.508131487327425,0
Harvard University,Karen Rossi,Blockchain Development,2025-10-02,2028-11-29,ce15842f888e4ee6e8e72c87f32dbaaabdd72a9ee5ed6f1751587915c0c73abe,0.899481530727887,90,0.9745137638507891,0.8583458585859975,0.8921482181799603,1,4,4.030577019843372,0
Cambridge University,Sophie Brown,Quantum Computing Basics,2020-08-17,2024-01-02,69db205ff9f39659143b64ef4d5060ade69c50dee96c31a76e3ccefe0ddc6ad3,0.6721680623232571,1962,0.8377257257437887,0.9123590442105736,0.9590325288113866,1,8,23.178643378480047,0
Coursera,Linda Tanaka,Software Testing,2021-01-24,2023-08-21,c33b10f8fc84d187f63413a186225fe0316deca5efc3f48f0aad0d0bc9e5b7aa,0.9127443094389508,1802,0.7079045563944159,0.9146962627412377,0.9202270329440762,1,8,56.32947054702438,0
CertForge Academy,Karen Jones,Full Stack Development,2021-07-25,2023-06-23,acded64bd39110b0c,0.4253,1620,0.5905,0.8477,0.1508,0,1,2.23,1
AWS,Thomas Santos,Data Science Professional,2020-04-21,2024-07-28,74c22b578b2942c389bfba38425773da139684bf0a22d0684b445b2c57e65456,0.6699234045367597,2080,0.9895462925468728,0.9584604144849036,0.8597324239935327,1,5,43.136506194520166,0
PMI,Karen Rodriguez,Full Stack Development,2022-10-17,2025-09-30,f0a3bde746a61d9b7ac800f8dd34506fb4bf548e398114c4d5aec5d46e37e05f,0.8523238238560454,1171,0.8815611676964552,0.9014548470907497,0.7330617300861835,1,10,24.419168322429,0
DiplomaMill Online,Jessica Tanaka,UI/UX Design,2025-06-18,2030-03-31,680eb8d649467183f0bc9a45866f34b1b60aa17fc79ccfb27f532fc461b19fb5,0.3004,196,0.3204,0.683,0.0199,0,1,11.87,1
CompTIA,Jessica Miller,Big Data Analytics,2024-10-22,2028-02-17,a6adfdefe6e471f1bcca34f15fcd1848b3cbc702cdc79476976535e787bb88e4,0.8564782442888604,435,0.8340808315543851,0.8769568746609593,0.9518798849611684,1,3,26.221120693164895,0
University of Toronto,Ana Smith,Cybersecurity Analyst,2024-03-30,2027-10-14,5add97fc34ceab92bf2f38d8e2e901e0e129784b118a1d0595f3e5697d02b7b3,0.9049076586673466,641,0.8236752657512842,0.872332999271792,0.9070985714082008,1,9,36.1269501609064,0
AWS,Robert Martinez,UI/UX Design,2024-01-19,2028-10-15,30d4e49b8cf130880863e24e6543d9229165ab3fd603c3970e07f1023820bf64,0.8657945803803377,712,0.9018878655302414,0.9284136490659597,0.8807544538900209,1,4,21.77043919705964,0
Adobe,Sophie Taylor,DevOps Engineering,2022-03-08,2023-04-22,717b4c2519030d3430523133d5329282b9dd6b87af275e7f9e2f5536664969e5,0.1721,1394,0.4054,0.7527,0.1404,1,0,30.42,1
DiplomaMill Online,Sarah Johnson,AI & Deep Learning,2022-11-14,2027-05-27,80bc34549fdc9fd293a4c5aea7f90bb8802b06aa8a78d540eb35b01a0f983bf3,0.237,1143,0.2296,0.4707,0.1356,0,0,68.69,1
CompTIA,Robert Williams,Software Testing,2020-06-19,2024-04-02,28c4bf43e5fe106d13bc0dbf17cf95a761cd417b2f54071d88e68fe5de13c2b0,0.9516194656818786,2021,0.9126825540035399,0.8537745002824583,0.896938300846628,1,5,39.94695591081975,0
Columbia University,Richard Kim,Blockchain Development,2021-02-26,2025-06-03,927acabca7449a00f9903ba403e18b734afe6163f90cc13795d9c420239405f8,0.5967441059082073,1769,0.7930769853296963,0.8509357785982926,0.9110248525383732,1,5,9.93848887151496,0
edX,Sarah Rodriguez,Computer Vision,2022-10-26,2025-07-03,f5340d90e5f790df800b7dd5e1836d22fa958049429a022fd711e57a799bb42d,0.9599214872930144,1162,0.9266742966959202,0.8267687569032438,0.9800112209404211,1,8,18.731875475319654,0
Harvard University,Sophie Jones,Database Administration,2020-07-16,2022-03-31,16179b70251450f8568146b163869e5b84d7d388490bc0aed43820900f819996,0.6117430536449522,1994,0.8993930866353954,0.8995500410386702,0.7717777223499311,1,9,45.35414205067616,0
Cisco,Patricia Johnson,AI & Deep Learning,2020-11-27,2023-06-15,f68ed30abe4e39a4e35aae3c9aabced1a676a84d53d0df87e2982804451cf1b2,0.9461431600406391,1860,0.9511392866604261,1.0,0.9010651380952763,1,4,101.32663773288289,0
Johns Hopkins University,Sarah Jackson,Robotics Engineering,2020-09-12,2023-11-04,c76aef50d00a6ba5c7e819772a8159ea78e1994e787e3a2638eddbf8f218f0a5,0.944145057936847,1936,0.8847150325567094,0.9470227744683765,0.7783296615547095,0,5,38.36113322219431,0
University of Toronto,Michael Patel,Cybersecurity Analyst,2021-11-30,2022-12-16,54ad200f125055a6a371fc3bfc04b5c80752aa89ccdc8ac974fb8499b479396f,0.8908971407605336,1492,0.9584830537367068,0.9579067783458645,0.8073179743966953,1,9,49.91830367332104,0
Oracle,Jessica Rossi,Machine Learning Fundamentals,2025-11-08,2027-09-18,104f8aebae612722f5ada66180b93e6f84206ddda1945e8d1c821ec2a3ac319f,0.8111810442818363,53,0.9099606818346231,0.8461638239594377,0.7969792631756951,1,5,83.34448255074793,0
Columbia University,Fatima Miller,Cybersecurity Analyst,2024-03-26,2025-11-26,085c883afb29560191b99afa3200f0905f4a0eced04f264f2df7af4dd1b1c03c,0.834436308159303,645,0.7612178852350969,0.9754041455976376,0.6665658924742845,1,5,52.17091269275229,0
Microsoft,Carlos Davis,Data Engineering,2021-10-24,2023-02-10,a9ec89c2c36796febd7ab9c21e0b21d709cb038b929f0cf2abf0cc61970c6f52,0.7574126862095127,1529,0.7279257319169841,0.8988320215712805,0.9680799378782935,1,8,26.458494269156883,0
Yale University,Jennifer Thompson,Big Data Analytics,2020-02-03,2025-01-06,4a8e31ccbbbc5047aca3a2d143232598d90dfbb731ec0a555aec149f3dd5a635,0.7960451843273572,2158,0.9950743299713021,0.850294920598835,0.8901506214427074,1,6,14.353893258700747,0
TU Munich,Joseph Patel,Blockchain Development,2021-11-19,2026-09-30,3ac6fc4b99b61013d1e29c93db1b5bbc19b6388191d108a5fdfa25e22ef5201b,0.6387902422985868,1503,0.9052247096355428,0.8559202959592986,0.847338782308171,1,6,2.6391421706301896,0
Udemy,Karen Davis,AI & Deep Learning,2022-04-06,2024-11-30,858191305c4cbe314758d1606d6fc227f963d513659f0a6799666222c6e7fa68,0.39930837432547267,1365,0.9729852449429015,0.9544491773340781,0.9752158528153789,1,5,5.632002728311325,0
Oracle,Yuki Brown,Natural Language Processing,2020-10-31,2023-11-11,c43359e88df027841e1a7af0dcc806a20d8853073d583e5c0c69ad734bf0d8c0,0.9468300847014822,1887,0.8223328666110384,0.8960237032203254,0.9904848169092348,1,7,32.080947943630825,0
Stanford University,Mary Miller,DevOps Engineering,2022-06-01,2024-05-01,15847af451e031d3b3d64e3babf2fe016b3ca26100337beb31fb45339bf2d2f8,0.7213796712244263,1309,0.8482266538329071,0.9056859094650885,0.8950483381741482,1,5,18.92367755210407,0
DiplomaMill Online,Carlos Williams,Network Engineering,2024-11-27,2028-12-18,c27560fe30d101dc,0.199,399,0.3295,,0.2981,0,1,18.54,1
Salesforce,Pierre Williams,Big Data Analytics,2022-05-03,2023-10-24,69ca91d5da19a4edc8f9d7de76c6ce2f15e278ad04404bd31a3871d91a56a9fb,0.6157894941744098,1338,0.9308893247475708,0.8460034699778421,0.8649284175177213,1,7,71.4324769118056,0
AWS,Ana Chen,Full Stack Development,2023-12-06,2026-01-08,014a609ce2d47098fd69a68a9eac6d246783cead3e2704d9cff128a5391c304c,0.7328535458220111,756,,1.0,0.783487314208716,1,5,45.39930177683967,0
NUS Singapore,Richard Garcia,Cybersecurity Analyst,2022-04-18,2023-04-28,db21374f0d697f72909a58d775bac2fde66e82b07275716e7fc9a0d113296856,0.9305386915422181,1353,0.6202982222192388,0.9483708218071394,0.9718021214186988,1,4,24.7457720779755,0
Adobe,Arun Santos,UI/UX Design,2023-10-07,2024-10-07,2b31499886969207ea49d9a8432f8bf998eec00a9f2969d890133c46083152d4,0.716204935690204,816,0.90697760073004,0.9912444973858476,0.9975148388152895,1,9,24.263752336537777,0
Oracle,William Hassan,Natural Language Processing,2023-06-22,2024-09-07,6ffb4a673121802ed5c5813d60e698f2113368ae307493d920d3e633f48915d6,0.8154558727440495,923,0.9906927415370208,0.9457480058733941,0.7472231442135617,0,3,40.39841836094374,0
CertForge Academy,John Williams,Robotics Engineering,2020-06-25,2024-07-19,3a83b2b80760b55b6a1a89073f6c690f0a7452c94d1c642832da39a434ab2991,0.0304,2015,0.2921,,0.2786,1,1,21.73,1
Adobe,Linda Chen,Blockchain Development,2024-12-25,2026-11-09,6746e8890aba5d0effd1943a8e831b3729dc5e1ecd7ebfcfa2a2077b4f15a54a,0.584605000034072,371,0.9171151351144685,0.9435981163927694,0.9702366466402379,1,3,22.227736036224144,0
Columbia University,Arun Kumar,Data Engineering,2025-09-27,2029-08-19,8f31c80113ac0c1aa4ceed32e3d826e6ad018f08727f05c5eda587932c5c7691,0.882217429221389,95,0.8071384072618379,0.8740059139116603,0.992598513600878,1,5,8.446070426811861,0
AWS,Priya Patel,Full Stack Development,2021-05-26,2023-03-16,63b0c827b88120eec3c2057665a942e3ea47db028bcb2561157b82fed5aa3d56,0.78569244888893,1680,0.7925034884551462,0.8774347896369155,0.9665784927198866,1,4,9.596461737058611,0
PMI,Sophie Chen,Database Administration,2024-09-28,2027-01-18,ac5d3d53874446b469957d596c557163ec2ceb6a2ffe9d953f0072322d8c4017,0.8379391982235994,459,0.9755335179400995,0.9747445254872165,0.9606995559315581,1,2,91.2460800978841,0
TU Munich,Patricia Martin,AI & Deep Learning,2023-11-20,2027-02-12,b847a791d2cdbd4055d08f287cc94b03f180755da02fe2077f0753b1ba10d668,0.9869731773934403,772,0.5607426818099553,0.902781833466157,0.8547557384860022,1,8,170.18089626410966,0
Google,Patricia Davis,Business Analytics,2025-09-22,2029-04-28,8ef61c0c0a894143de7a6b7009372634f76c55e8f6bd8fa3e7962e27e35017bb,0.6031189410998514,100,0.8898940541131344,1.0,0.9073497936733973,1,11,19.941281635159,0
Cambridge University,Michael Chen,DevOps Engineering,2021-07-04,2025-05-06,590f4ecb443e46d9d8eb6c08562fde05b6b87659a879e23efd3460f8d2e52deb,0.9582946796304654,1641,0.7353458838176463,0.9424712702673159,0.9375611180036563,1,5,2.6792553934238073,0
Cambridge University,Karen Thompson,IoT Development,2024-05-07,2026-10-13,84f523b21062b33e67726d4cc2a7ecc2e4f8aab33b4b351e643f3d429d281036,0.8656786172024048,603,0.6190670327031256,0.9452827795795896,0.9938044211822512,1,3,61.21551260369047,0
University of Oxford,Robert Wang,Natural Language Processing,2020-10-16,2024-02-17,b52ee291d509a536e35f45016ea288e785036d9a6a6426ae0c47dc43bb680feb,0.714011695083071,1902,0.9082862211261514,0.9193712239813354,0.7088580122451731,1,10,2.052127964302043,0
NUS Singapore,William Taylor,UI/UX Design,2022-03-10,2026-02-16,bad52006efe54b5eef91398dbfddb174919cf14df2c872b51d1b53fc645bdae1,0.6536494502316345,1392,0.872593836343589,0.9661119241789744,,1,6,21.851524802621338,0
Adobe,Fatima Rodriguez,Database Administration,2025-06-30,2030-02-14,f74b92b47b624fc71cfc87b27580363a1ba73fb9e07ccac434552022e184daea,0.801892329255732,184,0.8150202530914656,0.9348042189319539,0.9002035974623517,1,6,24.42717842759562,0
NUS Singapore,Ana Patel,Digital Marketing,2020-09-28,2023-04-08,71a981f7276fe215d3d1d6992a7761de0453a389c71023fa994cc880a485377c,0.7065744204952008,1920,0.9339691483557618,0.9470295558313367,0.9160559077633691,1,3,5.15228198521872,0
Google,Christopher Taylor,Mobile App Development,2024-08-07,2029-05-10,a4529e4d642131338115344a18d415c52d9f5102c98bf15810fdc8427767175e,0.7179907763583522,511,0.892152512054162,1.0,0.9244859011650018,1,7,2.290509993287227,0
IBM,Michael Tanaka,Quantum Computing Basics,2021-01-09,2023-08-08,c45597b336d5581c12d1eaf1f50acdffdab412e135bea529504739f11a07b479,0.8551396399914002,1817,0.9011770424048681,0.8901845250479663,0.8413817685363921,1,9,70.17353163125668,0
Coursera,Jessica Taylor,Full Stack Development,2022-12-21,2024-11-03,d9537d7580f3450b5a82762e67a78fdf81b66c3a4cd6bd0e3ba3ef9623b81a95,0.7007853274118931,1106,0.9432955341863963,0.8368020463481763,0.7026310316942066,1,7,0.4422142327280674,0
NUS Singapore,Priya Martinez,Quantum Computing Basics,2023-03-28,2025-05-02,9c28a9c7a989a76e9943a49c4d2328082b7b6d6963fd3e3c18af26af913c8c49,0.7663757451568,1009,0.7995041204585993,0.9572771195159716,0.9310807025080416,1,2,4.566213616921623,0
Microsoft,Sarah Davis,Database Administration,2025-04-30,2028-04-13,7b6072a7b0aa1ec11b1dd0631fcee7a7e3f23d5498e469f9c3903d99b1a83087,0.8108621665875586,245,0.7989805582044446,0.9817541216601627,0.7062939746449157,1,8,94.33565637709968,0
Coursera,Karen Johnson,Blockchain Development,2020-04-19,2024-08-09,a70f90a1c9d90adceb01069ffd4d4ecc74972725004459a3a5bf80f39c46d7b0,0.8946717540181659,2082,0.8416100675309992,0.92420580230311,0.8548994538296368,1,7,90.22908319001762,0
Cisco,Pierre White,Project Management Professional,2020-11-05,2023-10-17,1e64da0f9e421b20ab6c9287ee04d410820dffca27ef4c4a516404afe442cbb4,0.8406804470033551,1882,0.7975735904999703,0.9904488974584881,0.964012686329212,1,6,5.840570777861897,0
Adobe,Ana Thompson,Software Testing,2020-05-19,2024-06-22,e341d1658a93a755bb0aee3e3945a3a96fae050f452f82e52e9842e3244b0126,0.8484100172881692,2052,0.9685831193206914,0.9004461884930315,0.7648190822893369,1,4,22.70920785987423,0
TU Munich,Karen Kumar,Cybersecurity Analyst,2020-09-13,2025-06-28,9e646499f4cc1ce6bb88b8f05509c9408ad8dff8c2a514b0b391644f78a22c6f,0.6670825797830147,1935,0.7171543140538313,0.8781423726937384,0.7461395211429354,1,7,2.2618038698196905,0
Johns Hopkins University,Michael Ali,Agile Methodology,2024-09-24,2028-11-04,8e7be4975e10e333bca2eb09db593d50775eabbb93b8364475cdb728150d18da,0.7845501768811135,463,0.7756000079880228,0.8866130043187161,0.9483144486691192,1,7,68.70233313480827,0
Oracle,Elizabeth Patel,Quantum Computing Basics,2021-06-07,2024-06-18,e59d06c0c30a9527abe2255b93c29a35c14cefff5c21c31522e68937033dceb8,0.7602947742409917,1668,0.8122290971963491,0.8439236146310132,0.7247328829258447,1,7,12.748505457469868,0
Johns Hopkins University,Karen Jackson,Agile Methodology,2025-01-31,2026-03-06,95da5839d722f6f545420c7ae5695e9ada4c6abf7a1d132a16eb98ec849b4d61,0.9062644372891571,334,0.9787086104931285,0.9298243438297105,0.6491234927965613,1,8,2.5024930419882514,0
University of Toronto,Sarah Martinez,Agile Methodology,2020-05-27,2022-09-18,6234db11314c7bc6855b3d071d59a65efaf4010a25e979d3a44ba70bb7bf1b03,0.759698501643088,2044,0.9507361042840601,0.854310803520303,0.9337971816254684,1,5,5.006847853199511,0
edX,Robert Hassan,Agile Methodology,2025-02-05,2029-06-09,1c451e99c07cf0462fd65ad7fef7ab9f40edcf0288db2e77925dbe094bc224a8,0.8670997221168887,329,0.906001331465638,0.8388695097229708,0.8290753475634928,1,9,19.23701310869634,0
Cambridge University,Priya Dubois,Blockchain Development,2025-07-19,2028-11-29,15cc2721b03ced4c600b93d678ab7884d6b40080acfb47cba1adab37c3873e1e,0.8272675854265724,165,0.5749439397340071,0.9066450925501542,0.8249372765583384,1,7,22.061345157596936,0
University of Oxford,Sophie Johnson,Natural Language Processing,2021-09-16,2025-05-03,5737aeef1f8f62e54193fa006745694d67a834f036b12b069b89d7d75d2aa023,0.9699949446279538,1567,0.9031385473899115,0.8819819793608074,0.7787563183371039,1,5,25.487219122875416,0
ETH Zurich,Thomas Brown,Mobile App Development,2020-06-08,2022-01-06,6b4f7e9956a5975b084cb37b6fce8e4b9b2307f2e216e0f9af4481802ce2d3f1,0.909844016279477,2032,0.46337792654709675,0.8947609281964417,0.887189343204848,1,10,3.3518368141009365,0
ETH Zurich,Priya Patel,Business Analytics,2025-05-18,2027-07-03,571e4adb9c0fe4562564ee7928440080b0172c3c25367927961560f7e24d2892,0.7929063911154375,227,0.8272223840119751,0.9199228820124473,,1,9,73.59727894271005,0
Udemy,Elizabeth Ali,Cybersecurity Analyst,2020-03-02,2024-09-09,0057281be6d7aa60c1f2680f3d8a802dd84dfc0cf59e700e2534a3dc8c683940,0.7182786193680201,2130,0.89725356241798,0.9128884673983828,0.9498695805851861,1,4,51.19002386849349,0
IIT Delhi,Mary Davis,Business Analytics,2023-05-10,2026-06-19,2d93f1c469f77eb537a665dab89e4a5658e6789dfe81e49296c9b11feef70089,0.1173,966,0.1017,0.8874,0.3399,0,0,28.64,1
Adobe,Michael Thomas,DevOps Engineering,2022-10-28,2023-06-29,e052e4084c5234abb0713e9e5r60940a88a58a821c82530c5b7563afcfa75f10,0.058,1160,0.4835,0.2602,0.1996,0,1,43.07,1
Udemy,Robert Mueller,Business Analytics,2023-09-11,2025-05-23,2ff555087f8483b12f93a0cd93b26a98a258b67230d4ff3ffd8a5c823d6a568f,0.8387640890810506,842,0.6159399722065647,0.9037433569453458,0.870049192316884,1,6,12.376381856626743,0
Microsoft,Mohammed Anderson,UI/UX Design,2021-05-05,2023-07-08,f074a61917c3fc9e4558d6a8cd343a854dc7a4c529225f0230e00b39ee8ebb87,0.0688,1701,0.2511,0.6629,0.192,0,0,113.26,1
University of Oxford,Sarah Martinez,Data Science Professional,2024-10-22,2026-09-24,42fa31cbc3f2a0a025eb4682c8a60aa454776b640986ea1557595f9b5b8167e8,0.7944851047969435,435,0.5234160894667768,0.9365986361874861,0.8569499044208331,1,7,10.694130815271174,0
Cambridge University,Joseph Dubois,Robotics Engineering,2022-04-27,2024-02-25,a28e1c3b916bb308bcffd751a3681125aa8dffe049ab6ccc2a2729da9bc8cbfa,0.8665738712631902,1344,0.9155775188583185,0.9121867637217878,0.8277695050538233,1,8,21.04716750165569,0
Google,David Patel,Blockchain Development,2025-01-13,2029-01-16,059f28338869c8d32d6dc6d954fa02630082dbf86c7555aca8a03aab956b0ac6,0.7835133628801719,352,0.9426696404038247,1.0,0.8802917368697327,1,5,80.82961621805207,0
NUS Singapore,Robert Kim,IoT Development,2023-07-27,2026-07-02,c91ee3ecbcf1dfb2846dd2d821f5c0bf7d3272c684865224c4e6e1fc08dd9ea0,0.7888280700160282,888,0.7946069191582663,0.8591110440402222,0.9096521995401468,1,6,68.9643704580114,0
Adobe,Priya Johnson,Data Science Professional,2024-10-27,2027-03-19,50e0ddc2329473e89ec696a9cdbd151416df5789bde3c4469d81b2849631e11a,0.7348964515946435,430,0.8370292861542129,0.9375647812950618,0.612170966658412,1,6,33.4185684789683,0
Cambridge University,Carlos Garcia,Cloud Architecture,2024-12-29,2029-09-05,d86802398b9b48f43b3f33759d5518496d0cfd50572029dee38d29ac7b80d7aa,0.7732353826907697,367,0.8047374111583219,0.9229505712678253,0.8346374501574816,1,5,25.33663120104774,0
Cisco,Mary Ali,Robotics Engineering,2023-12-16,2025-02-13,ecc1176511ae2c39f18edd346c9bb62d0dc672d03d8533cea001b8107510426b,0.9244188727643269,746,0.7603183679727736,1.0,0.7731341075864324,1,7,6.048987747221333,0
Udemy,Jennifer Johnson,Database Administration,2020-04-18,2025-02-01,73d3e5f348c6303d587aef58559dfdb6b0800b80416e0030d5dc1e7058c3dba8,0.5317279862050124,2083,0.8637367199292134,0.840278287718775,0.7308911845689013,1,10,38.18850660404867,0
Johns Hopkins University,Linda Patel,Data Engineering,2020-07-05,2023-07-23,666a5811d4b802a71e6bfd3e25a842363fb2a79dc6b88a70a0e460d8bf97f46f,0.7473534648962987,2005,0.912055368692102,0.8878597393888681,0.9812381189347879,1,4,22.729914808573056,0
NUS Singapore,Karen Santos,Full Stack Development,2021-05-24,2022-06-07,f41e8f613407097bd29683c6dff7133f45ea61e416e2b4d3cc9bcd4555f6a021,0.941076921273177,1682,0.6636046148818275,0.8846179587313235,0.842811673734307,1,6,50.16971638479278,0
Yale University,Linda Johnson,Quantum Computing Basics,2024-11-11,2026-08-30,b3032afdc7211c758aee46171bb83bdae0a791c38454821db347b99c80476fe5,0.9262126999086522,415,0.8603176262147495,0.9386803337462705,0.7754892408500845,1,8,98.12874846110132,0
TU Munich,David Davis,AI & Deep Learning,2021-07-06,2023-06-07,3ec61d375aa2723bec7de90b2b70673dcbd13a2437dcc6e4ad8febe420563a36,0.8606422843540708,1639,0.9320838667148358,0.9061363725756799,0.9239742262596083,0,6,14.14779847244046,0
Adobe,Ana Patel,Blockchain Development,2021-04-27,2024-10-19,006bb6ec343227e15241ce38af83d13c0c6bf110371f6779d373cfc1eae0c9ba,0.6878679775798932,1709,0.8501305614270391,0.9339094197016121,0.9212172109343876,1,6,4.89513295984403,0
Stanford University,Susan Santos,Cybersecurity Analyst,2025-10-01,2028-01-11,d674ffe4810257a053796dc25ab78e7ba92c301d1981b9933f72881de9223177,0.6804960540033288,91,0.981092553497132,0.9571077587139086,0.8850631819871713,1,4,65.96592750776774,0
Microsoft,James Garcia,IoT Development,2022-06-18,2023-09-29,ceb700e4e8b295b27e8b9029b2b24e6425c24b219649446280099dfa074687c9,0.8007973008415948,1292,0.9278601807514743,0.9732296665762838,0.9793662691119329,1,6,1.0238144334431298,0
Oracle,Pierre Hassan,Machine Learning Fundamentals,2023-07-28,2024-09-26,6397b1ed6737b99f2300f5e84d58f4ed624c11c7b2111d514095b7c52456aa6f,0.828368368804756,887,0.42192088394717747,0.8624759015559137,0.7763833613522553,1,4,11.962396117840651,0
Google,Ana Jones,Digital Marketing,2025-09-25,2028-06-30,29127ac512384a0616a4ea1f65981d4c176fab9537fcd658c8c194fc3948029c,0.9630056640158792,97,0.9013175683490164,1.0,0.7022460405500349,1,7,12.236214252363544,0
edX,Elizabeth Santos,AI & Deep Learning,2022-05-10,2026-06-08,cf7b8dfbd34e1dd49ac246275f789e15fe726e694f8512ca9960d049f279845f,0.7418186159001005,1331,0.7022099299975272,0.915677245200831,0.8832400797506071,1,4,15.274649977246717,0
MIT,Jessica Patel,DevOps Engineering,2024-01-06,2027-09-24,ac4cd8a6bc64b181756a52391c7132b98db0b2432cdc4b9bf088ea837a66f4f3,0.4010504076985285,725,0.8356736999785869,0.8980132784219783,0.6240211983335389,1,5,3.5196208922784633,0
Adobe,Arun Garcia,Data Engineering,2023-03-21,2024-07-21,3a3f391acf3ee20cfc30797e3257773bfe6aa27c0224ef6e9d11cf15a974fe0d,0.7346805844965061,1016,0.9745661055246626,0.893101200032286,0.785782829659377,1,6,21.252987651645775,0
University of Toronto,Sarah Jackson,Network Engineering,2020-08-07,2024-05-06,9bf6a0bde15ffa8911c3c0caff5b0e7ee7f548bc94891bb5b7b1fc0d022f39c4,0.7619225339015552,1972,0.9353060440660418,0.9410997612232022,0.7139282283878255,0,8,5.657913007627184,0
Microsoft,Mary Thompson,AI & Deep Learning,2025-05-29,2028-03-01,178b1ac1fdee8c969776695803203be69ec88a8178032b0c3b93625e269c3524,0.8386056001564267,216,0.691476353975054,0.9065492919525553,0.92596282674453,0,5,9.262517833214217,0
University of Oxford,Ana Martinez,Project Management Professional,2024-11-08,2029-10-24,43de790fef98f8342fdc5580cf70d7205259ed44f28b2975c63472f13d6f464e,0.8359893989976087,418,0.9051602979151494,0.9403160702120933,0.8269381464298802,1,9,47.59128549271326,0
NUS Singapore,Mohammed Anderson,Natural Language Processing,2024-11-01,2027-01-26,35c6ce07594a793ced372469e0303d6695dbabe1dda3a34e6dcf45cf1b38e34b,0.8115054045321957,425,0.7422516806457602,0.9234697195185616,0.8129343796883525,1,7,18.522508092832147,0
NUS Singapore,Sophie Dubois,Robotics Engineering,2022-06-02,2024-04-24,646c65a5beeabd8188a917d7bf3c9cdf19d13b2f7b1d5ad7787947fed651347a,0.8014846358495674,1308,0.7605978901191002,1.0,0.9798116393493228,1,9,13.484446545692455,0
IIT Delhi,Linda Harris,Project Management Professional,2022-02-18,2024-01-01,07117fed060c55e44298ee3f7c64361c6bd24715fc8920f6aedc2e05b7c055e7,0.8027159156978292,1412,0.8326794868159527,0.9763663637966389,,1,5,54.335070438676084,0
University of Oxford,William Jackson,Network Engineering,2022-07-19,2023-09-08,32c943631fe5669b22a0019f472f962ef64abb6833968d8a18203cb3788e7a4b,0.8857009421576572,1261,0.9769844611237212,0.8864042728941961,0.741999221423012,1,7,7.749730615215783,0
Salesforce,Fatima Taylor,Machine Learning Fundamentals,2023-06-15,2024-07-01,1bf26df3d60adecf28b315f78a7ddfe6a7265450359db6b2c0f2d71c9539676e,0.9442661878077214,930,0.9868193862551351,0.9505760546852063,0.8713660421679856,1,6,69.88980109204383,0
University of Oxford,Wei White,Computer Vision,2024-08-11,2026-06-01,d341f8f71e2bc9bf9931c42e74deae53a146725c6bdff1494de888d22fae6f09,0.6948642528728957,507,0.8851037716876164,0.9115100523893446,0.48596318874788147,0,10,17.117310741246158,0
CompTIA,Pierre Anderson,Quantum Computing Basics,2023-01-25,2027-08-23,8124aa01a91225b6074f9de0223cdef6cc295c9acfda44aaa94970e228cd3769,0.8250081995888444,1071,0.9027227151668578,0.8452296874981485,0.8586096871018092,1,10,69.96141712292442,0
MIT,Karen Jones,IoT Development,2025-03-06,2026-12-23,4c5b54c8b92e7fef00b4831cd491715e45799e6b45d98ca70cb298f6b670e63c,0.9197439037221146,300,0.9479281575602453,0.960379505851869,0.9877636335057649,1,9,30.26362751901034,0
ETH Zurich,Ana Taylor,Quantum Computing Basics,2023-05-10,2024-10-15,d23f6359c0ceeb13a809bfe3b18254761628a57c23232d25f22a273cd2bdbcba,0.9012850684810609,966,0.6961454853659651,0.9008273731434626,0.7357794373632625,1,7,23.82344507823978,0
Columbia University,William Ali,Software Testing,2023-02-24,2027-09-22,1db5e90a1537b0412f7640198f69a9f58b9b48ce8dc3939b6bb93986cc6db038,0.7902736651183816,1041,0.8607101324195404,0.9106775702773319,0.89563667876766,1,6,52.961734404131555,0
Johns Hopkins University,James Martinez,Machine Learning Fundamentals,2023-01-20,2027-10-01,fef80255121dc4cbc8e6c6927f2f6c659d74167d1c7bdb9f8afe155bb883f829,0.8633271785103493,1076,0.9308191227321478,0.9173678870991728,0.8568269231833632,1,6,16.97923708445947,0
edX,Richard Johnson,Full Stack Development,2025-05-23,2027-08-29,db1a1d9904ea7f0216097139edd26e66fab1dfce7f07236d15e543b3eb8f6f35,0.728203434632426,222,0.8183489495400373,0.9540110180238346,0.8755899206967691,1,4,17.128661365799253,0
Udemy,Wei Miller,IoT Development,2021-01-05,2025-06-07,3fa0e884cb2b798d8648f96e1c8711d618abdb8456efda69f6b922a0e907bbad,0.8515144216700491,1821,0.8967326522828617,0.9547287879474721,0.8126111781616968,1,13,19.276957970807583,0
PMI,Barbara Hassan,Full Stack Development,2025-01-20,2027-07-16,d9fb48470f57e1e8d49889ea2ffd2fac74fb7b7e0b38c42397db9f96a7cca231,0.6618922379294803,345,0.7727675368805641,0.8721387217727266,0.6072249382015656,1,6,42.810592048430124,0
Harvard University,Michael Williams,DevOps Engineering,2024-01-24,2028-02-20,c48c280dfce63cf0a651783a755159e87f998d5f7c8bcc510c1d54618677d6ae,0.9806353217152332,707,0.7693714100170352,0.9687959723361905,0.9095252034689386,1,4,16.780922446591852,0
IBM,Michael Ali,Computer Vision,2025-06-05,2028-01-08,ca78f8f2db8e6cfd6c39c12b9e1a5730208fdfb35bb018cbfc24d8b8a7c9c8f9,0.8238598641288573,209,0.7817001838248802,0.9402155179274162,0.916586773035417,0,5,33.18069345502566,0
Yale University,David Garcia,Quantum Computing Basics,2023-08-31,2026-05-21,9c143c33d83a1fcebb414365b639e57a005e563375cbf18bbd802d3f35e65485,0.8430328866188886,853,0.9434447009288756,1.0,0.6780913193238626,1,4,42.41286014177257,0
Johns Hopkins University,James Dubois,Natural Language Processing,2023-01-10,2025-06-10,05ce21b22ebd64fe6408e3d6d72181604ed2f97b3e504edd3b4ee9680faee698,0.9010381739384542,1086,0.7282402715807496,0.8727521357509297,0.8576714889907788,1,7,8.437243579483953,0
AWS,Robert Johnson,DevOps Engineering,2021-07-03,2025-03-21,2355e3ca368ddb5d99d5fd9b7a5ea4ed2a5ab1751106d0aa9757a272f2f79708,0.6529743478189186,1642,0.9426749205354867,0.9200013576478622,0.9997879369152433,1,5,14.298198728999504,0
Stanford University,Elizabeth Ali,Agile Methodology,2022-09-15,2026-07-01,ac35dd95fe14b0f774be3f11e6762519623acc722c425dc8447dbfe474983cce,0.8102185022906288,1203,0.5867547809178857,0.9905552504556068,0.9913231099271725,1,3,29.036523099090477,0
CompTIA,Mary Ali,Machine Learning Fundamentals,2024-12-31,2026-08-03,df3506f17cd7160e375b0ea2a8ba31fd759789efb1a64be56f1da0f460e4f778,0.6801225049113591,365,0.7996340829525987,,0.9580899045567516,1,4,15.258831746701754,0
TU Munich,Karen Chen,Agile Methodology,2024-12-04,2026-10-22,b25e10482e5740888273b7951a848e1f42232e0002dcaedbedda75dee4f234df,0.5938485083220808,392,0.8074564157781146,0.9818939769776622,0.9186140654766864,1,9,2.0600055550043583,0
University of Oxford,Joseph Mueller,Cybersecurity Analyst,2021-05-27,2024-04-30,59e03fd7e7fb643f23d28bf6c48e311c81a84899f4d0cadca733993b2fc53e04,0.6770980936722032,1679,0.7260259888774051,0.9342327088780107,0.9630822777371343,1,6,0.4485841884311782,0
Columbia University,James Harris,Cybersecurity Analyst,2025-04-19,2029-09-01,0de804103eb8e0433f1007131a5333464dc01e1ebf80efce47222ebf6060ebaf,0.7566186052846406,256,0.8894804956960201,,0.9063806354773266,1,7,48.21107300420725,0
AWS,Richard Tanaka,Network Engineering,2025-03-28,2030-03-05,fa0c8df48d5a74ae87f699e6ab90ad99cda05ad5d21549ba41552dd575e3cf71,0.7331702698049719,278,0.9842422808742158,0.8572431920772084,0.9003879921368491,1,7,15.431550010090207,0
Cambridge University,Karen Taylor,Natural Language Processing,2023-04-19,2025-12-13,36e41437cfb28cebf56bb5885774f09f56a1792685af52afd88fde669d1719f8,0.959041790398461,987,0.7398021355171723,0.8745612975708353,0.8083474479642315,1,7,20.41731931798592,0
Stanford University,Mary Williams,UI/UX Design,2025-12-28,2027-05-01,c394d13033f7a1e2c39ad20b92f3e79f80fbc1b2a521f0da9d841ded6b234cd9,0.8405169663907676,3,0.6686179714845014,0.8079928417585279,0.9341023210412499,1,4,25.57769813095928,0
MIT,Yuki Miller,DevOps Engineering,2022-07-21,2025-10-06,2e70102412e892d60d977ec7b281e34549034a2f23f38ddd1cec1dd60198ee6c,0.966980060765357,1259,0.7574127348791597,0.9519680646995505,0.9061553762365296,1,5,37.428634016149566,0
CertForge Academy,Michael Taylor,Cloud Architecture,2020-06-18,2021-10-22,1208e118603e56c8525e613a5068b35b7b5096138da5575a91e0aca01273a4e8,0.0625,2022,0.2092,0.1961,0.042,1,0,5.23,1
Salesforce,Yuki Thompson,Software Testing,2020-02-24,2021-11-16,4ed49759b53efebfea90669cead4c9b2f82487444d1a14565f7f39cb0fc4fb6d,0.8956519205496523,2137,0.7646464106894587,0.8430855689766593,0.8910042864247597,1,5,92.86279053676294,0
QuickCert Ltd,Jessica Wang,Big Data Analytics,2020-02-14,2020-11-17,355a1a978e54845c0d717d47912a2,0.2152,2147,0.12,0.5891,0.3197,0,0,14.7,1
University of Toronto,Elizabeth Dubois,Data Science Professional,2025-09-29,2028-06-23,8501ced3ecdb7d4a23a2a2d8b5633998678bbe11b547d52718888e31514e15c8,0.8640973676145925,93,0.9528117893402661,0.9371386564347355,0.957744707730533,1,6,5.267362515062597,0
CertForge Academy,Pierre Kim,Data Science Professional,2020-08-18,2021-08-18,693cbeb63f12ad4ca524e9e8156ccc01ae505c1d7081ccda247ed38bdc299076,0.0872,1961,0.3032,0.8886,0.5,0,1,173.52,1
Google,Thomas Williams,Big Data Analytics,2023-12-23,2028-12-05,9d358b5f503e4ec8c3b601d6138d8da2df638ee37bb31234cf22099d38380045,0.9208643261770493,739,0.9577208229776553,1.0,0.8426218424048213,1,11,23.360266593781287,0
Columbia University,Patricia Patel,Business Analytics,2021-09-06,2025-09-22,bd0d27b3db25a0d12d4a3efc3076aab3a600d7d559a15b50f56dd1453a7de8ae,0.9032414564561401,1577,0.8227879834300943,0.9363832206405497,0.8598659659142248,1,6,40.17706702398413,0
University of Oxford,Ana Miller,Natural Language Processing,2022-03-15,2023-11-15,6ad288e573f2b79f66b0a89995762a4ec5baf465c4b0962ba1aa7a8ace429d7b,0.6107347416463802,1387,0.8843091783182968,0.9456311579633692,0.9566506726430367,1,7,1.379078897175976,0
Harvard University,Barbara Kumar,Data Engineering,2020-08-18,2022-04-10,8533fda309304b741178b860def5ee1bf5c4998cb233738436b573c75bb46b3d,0.8445352259975201,1961,,0.9247567765175115,0.7190276798544227,1,6,39.405565811675096,0
University of Toronto,Priya Taylor,Network Engineering,2024-02-05,2026-04-29,607b7b5b171f2eeb5e2c0080068ff47c88fb5fa64b75a22d419d958f473d1be0,0.8103625412104394,695,0.7369664480404329,1.0,0.7211812598488194,1,8,2.919181463581875,0
IBM,Jessica Dubois,Software Testing,2020-05-23,2022-03-22,6cb2fbb257383a91d8b6d71c76b2a171084881a01752e68b0a0f9fc33874d1a3,0.40517805926177886,2048,0.7413979683291186,0.960916573023739,0.9133731208990942,1,8,10.823326007886896,0
Adobe,Christopher Thompson,Big Data Analytics,2024-03-14,2025-08-30,4c446a657db6594e617d11923184c34e5967b36546d221bb41bfa4d7e7770d03,0.2909,657,0.0979,0.5829,0.0518,1,3,242.57,1
Udemy,Mohammed Harris,Software Testing,2022-05-27,2026-08-17,974324d0d452de809363df2cd6f5d5622b93b8a883d5fff924a91fa70b34cfba,0.9351956314039551,1314,0.860575407331638,0.8523854206443391,0.8909172190929877,1,7,1.0609785141866217,0
Oracle,Susan Jones,Robotics Engineering,2020-03-11,2022-12-08,1d16d95d9f23a5db7c4945dc5072b8346f8bbabc48b812a1af7fc93da963ca39,0.9272835504563891,2121,0.9645608565151125,0.9026345091275194,0.9816118125540071,1,3,3.9509842192168474,0
PMI,Michael Brown,Big Data Analytics,2024-12-21,2029-11-16,dda03c553c290da0b0bf1b13f1f71ae683f837515adb229c19d275eeb9c4ec59,0.542685399994054,375,0.8410562901055821,1.0,0.8842546916887719,1,5,0.1790267434259095,0
MIT,John White,Full Stack Development,2020-08-07,2021-12-18,ffa0818d4978e4f8ca7e4ce1d58876b8cbcd7854c3700960150385022cb75b1a,0.7938296847695012,1972,0.6494544121056461,0.9871962089603422,0.8940004170894305,1,8,46.43117284450114,0
Google,Sophie Kumar,Cloud Architecture,2025-09-18,2027-09-20,5f06a8cc947cd3c43e6b187c73b2afc645c29796e0cb255ed513f8568a7dba6e,0.7620632921067041,104,0.490600469327455,0.8485573244794213,0.8727305881114638,0,9,26.063038164017232,0
Salesforce,Elizabeth Harris,UI/UX Design,2023-05-02,2028-02-14,bb96ac7ea80a3ab1be210df9c4c0d9f226311ff8e6c9462efe93bb32bf7459dc,0.9125764853398399,974,0.9098420734040146,0.9161440655248531,0.839947556030787,1,8,52.87417349452513,0
Johns Hopkins University,Susan Taylor,Business Analytics,2024-03-20,2026-09-16,61b20f7c72811d3586485bba9b5cbb3d3383416d2640fe51e5b9d6d4b92a5311,0.7343893447500479,651,0.8135391260175537,0.8998252535901359,0.764311278527532,1,5,18.15626613009277,0
MIT,Yuki Santos,DevOps Engineering,2021-08-08,2025-12-27,733ae43cf0c509d300637cbbe6dd3942fa39d51e34fe893ac666bcb95e3f6a7f,0.9374216566108139,1606,0.7580979381326831,0.9276909125681827,0.9511565651434415,1,4,33.82796584679915,0
InstaDegree Corp,Robert Kim,Data Engineering,2020-06-01,2020-09-09,dd790db7882e72e20a01276ff867b92197f0a0b1e3d1b07d96b1b6f1e60e55ba,0.0015,2039,0.1375,0.7828,0.1327,0,1,91.87,1
PMI,Sophie Johnson,Big Data Analytics,2023-10-10,2024-10-28,b89b1c64fb01e6e485b3ca47cfbdfc403f00e30c02c347bd2f437c35d0e401b6,0.8320825486995044,813,0.7423054727988752,0.8789177151513029,0.8712957384409432,1,12,28.168462369171834,0
CompTIA,Ana Wang,Software Testing,2020-07-12,2022-09-20,de6a0adc36c42d4eabdcbae9c32d68f7d3825afb5eb7b363c4b7f2283c31988e,0.1804,1998,0.1913,0.5884,0.3454,0,0,128.95,1
Yale University,Thomas Wang,Big Data Analytics,2022-03-05,2024-05-09,8a054123c57df383dea26d4ebad5625240059f4b3a39c3cd03e450e242163140,0.840962553373512,1397,0.7873598968505399,0.9355507537189096,0.48716323006140383,1,2,40.31137912906787,0
Adobe,Ana Taylor,Agile Methodology,2025-01-21,2029-02-26,a25c1cb011b82798c66cc61382816e761e6fa0b05fb564d4b562c016eea8fa3e,0.8582991553100034,344,0.9297627378478616,1.0,0.8264254770342516,1,5,0.5261780225080113,0
TU Munich,Jennifer Jones,Database Administration,2020-08-02,2022-11-30,990e76c0d2e4f10371e1a35dea268732d452a628ac8dff74f7ab0f79d3dbc51c,0.7302883275996925,1977,0.5077548200051597,0.8817398524451656,0.9714963426146106,1,5,38.9896041385487,0
TU Munich,Wei Ali,Network Engineering,2024-09-09,2025-12-27,1d88cf80bed22aad0ea4003e9a29136d59721fb37cb31c5fdd824cb64472008a,0.9683101835616632,478,0.7364592421293451,0.9010832445393343,0.7142125470082945,1,5,36.40696725977929,0
NUS Singapore,Susan Mueller,Full Stack Development,2025-10-10,2028-12-22,7c55c975df9e07e2fb1ea43417b25dce5c1a7e986bbccd547dafd847a843a209,0.8726019434117819,82,0.8082613485637913,0.9032565697262901,0.9253128199646793,1,7,36.332211255609316,0
CompTIA,Fatima Thomas,Big Data Analytics,2022-01-18,2023-10-04,fae5a7494f141cbf96f850f1f4b2e57eddd178290a9d21cdbdbed7ab4d926c9e,0.7748403197374603,1443,0.6345735374051301,0.9715233732095105,0.8087541125734189,1,10,34.59437444531735,0
Yale University,Wei Brown,UI/UX Design,2024-05-02,2026-12-12,fef91be7a7c9ba6717eb17bdb748f47926de73ba79598973b8227a7fa5526ad3,0.8149891635590751,608,0.7691968068736131,0.919402593879777,0.8740567010401804,1,1,1.9858673744304445,0
University of Toronto,Jennifer Dubois,Quantum Computing Basics,2020-09-05,2025-03-24,cb43d77dc27c70417b00cb6208ff14871ec9fd9b5b7469609c550e0a9559fbbd,0.6283034086762711,1943,0.907562509354441,0.8894870459133951,0.9873255235600085,1,4,36.297271150899974,0
Cambridge University,David Patel,Software Testing,2025-10-03,2027-10-31,c30e0e7e75316e706c499e5a041810c83728b3ec9d2ea12b3686412ab6d8e18e,0.8187000163568146,89,0.6708618379244833,0.8477484667146288,0.8981643125241184,1,9,92.9347432412101,0
Johns Hopkins University,Elizabeth Tanaka,Data Engineering,2025-02-11,2027-12-16,26fec3fb18a6962d29819ef65ca1b742f2b273ea31cdd80ecde1130d8529a8ec,0.8210226653275957,323,0.6995178186658042,0.9061692095018942,0.9245065606549053,1,7,79.01989374970688,0
Salesforce,Sophie Miller,Cloud Architecture,2021-01-25,2023-11-27,28ea8f9e026c66129eda26b4abb68c5ed141e0a14ef12191b5dd7335882b30f5,0.9241225393511772,1801,0.9180168167144291,0.9762795424459026,0.8029779658724958,1,5,0.3138879881713078,0
IIT Delhi,Michael Harris,Data Engineering,2021-08-31,2026-03-06,d42dd972f43fcf21b1c79bfdbc9cf15cdfd363ad43b09df783e24b70ba10c665,0.894047696450996,1583,0.6611986152456534,0.9412664530238297,0.6952730787676675,1,6,16.26848882617874,0
edX,Pierre Wang,Business Analytics,2024-03-05,2029-02-25,807e6165c6af1a7e1f70e0a0e2e73a2d655e15e95ae695f9475edeffef07a5d1,0.6802541411413184,666,0.9607101960393499,1.0,0.923852839208505,1,8,7.184014702138945,0
Yale University,Fatima Williams,Machine Learning Fundamentals,2022-06-05,2024-07-18,a087a4a8cd309d104d964e749899832ff396572e01343e6a082639eecc6257f2,0.942247341817263,1305,0.847655398912476,0.8625923834924324,0.8013315006649325,1,6,39.763999566461095,0
TU Munich,Priya Johnson,Network Engineering,2020-05-27,2024-07-28,e451bddb06a56474e0c07a1607cd46d958691a1976d427f9e7ff599994a3663d,0.9518895494666594,2044,0.9290355597606452,0.9654374498488366,0.8397925717515157,1,6,6.655020240952194,0
Coursera,Sarah Santos,Business Analytics,2025-11-06,2028-10-28,edb56e94915a69e6dd32bb81ec26b3b379776d3b1f63db6952f495514355572b,0.8592996816274914,55,0.7057375864699806,0.9156150222816066,0.8563271447233286,1,6,26.842501944667205,0
University of Oxford,Elizabeth Hassan,Business Analytics,2021-07-27,2024-10-11,0e706abf5ae02ea9b4939d5f201497900d04517476645f1974298ac45e3d2e9a,0.7031104469091247,1618,0.883172106699823,0.8322240885865215,0.9612356452678343,1,6,21.3720065853602,0
Stanford University,Susan Rossi,Cloud Architecture,2021-12-28,2024-06-15,0e9c8986c8cb167a6203e220b425aa7cadae387691f8e7ac5e4b0780621358e0,0.6838990504695802,1464,0.6708553570528669,0.802988753531888,0.8815007811062201,1,7,43.844936093974844,0
TU Munich,Robert Tanaka,Cybersecurity Analyst,2023-06-12,2024-08-15,6f25b1c5021d52f1eac725c1b443a7b7b36b08e8377b984f7f5f4cc6a2b492eb,0.8315250463695715,933,0.8891048146334469,0.9080746794179427,0.8145486411939068,1,6,2.651680773121053,0
Google,Sarah Ali,AI & Deep Learning,2021-02-12,2025-03-22,3e71be794375ff2ca0d3b1f15010f9673505c58f76e8aa26582d0d4e321164b1,0.9203752506291617,1783,0.9116454725643829,0.8931789963307085,0.8201374152403672,1,7,12.14663061202122,0
QuickCert Ltd,Ana White,Business Analytics,2022-12-05,2023-07-07,bb8d6ed63f636ff1deb48ea8ae8c287a4f30ec3d288ac6932b4a7ab88dd81r9e,0.4789,1122,0.3695,0.8189,0.3288,0,0,74.18,1
Adobe,Christopher Chen,Quantum Computing Basics,2020-10-31,2022-03-24,a885e46d71ea750db1a4470738850ba60a03da9538a076431671a28462ab32e2,0.8906740808853942,1887,0.8992057384211302,0.8840837572744115,0.839482126375477,1,6,4.589731422931143,0
edX,Linda Santos,Data Science Professional,2023-02-28,2024-04-27,d90bceb49379fc8fa34fda89f93b9d2c7249879886f10f0bb58fdfec97a31272,0.8780675445296376,1037,0.8440238146077447,0.9402833075528592,0.8957302666898425,1,3,7.330434971051674,0
NUS Singapore,Jessica Santos,UI/UX Design,2025-06-20,2026-07-14,5092e2bdbd64d3e203299ea1e7af45f6404d347eb5751dbab7f71348ac07b569,0.6950252168361758,194,0.750407833049556,0.9334317708221846,0.8479521018901529,1,6,27.664985266550087,0
Stanford University,Richard Harris,Robotics Engineering,2021-02-06,2024-08-21,a7258f98f601141da537ef320f7eaef3f2b5c8e9d27b14097434b897fa800967,0.5541732340120313,1789,0.9659878292981632,0.9599647310674372,0.8553435987912513,1,7,39.14576592636927,0
ETH Zurich,John Wang,Database Administration,2021-06-20,2023-11-25,4330c122969c408ff815b1e89d22523d06d3cbb4a15ec35ac5c20011a929cfe4,0.7759486973217654,1655,0.8720113150624059,0.8990882437913774,0.7911024145556483,1,9,79.42836827857195,0
University of Toronto,Karen Williams,Project Management Professional,2023-04-20,2027-05-04,85a37dc1e9f5684047d2de43652a1f6e1b67bbb13ed51f1132433d4a47bf0b81,0.7180297884919571,986,0.8604441393777112,0.8761235675624958,0.9029562541852132,1,5,10.294866094505377,0
Stanford University,Elizabeth Santos,UI/UX Design,2023-12-21,2026-09-03,226bba154e2ebf67d3c38d9b516b9392f4d4f894c33a41c4fafc33f071e6de91,0.7341811488267815,741,0.5467129391530091,0.9544301608308232,0.8684106833795374,1,5,23.134377492770753,0
Harvard University,David Taylor,Data Science Professional,2021-01-27,2025-12-25,663b7b3f24d58bf174291320dc37a4315d9232061c5c46eca14d52456b8c7a83,0.886215758263307,1799,0.5785580967321718,0.8578883827090773,0.930329805171115,1,3,33.72878138548726,0
Oracle,Robert Chen,Computer Vision,2020-04-07,2024-04-16,027518210838e8e0a656df10358b9c9872730d403990b14c44d11964f0be19f5,0.8812973370747361,2094,0.8442934113910743,0.9297672022686879,0.8068150053895238,1,5,83.44244448626834,0
Harvard University,Priya Santos,Big Data Analytics,2020-03-21,2023-07-11,d969e136f021a46348ff008fc7c0baa58a4bb2d19bba29344a13a8b3d3c8a7a1,0.6615611999701992,2111,0.7959109172791223,0.8536530232838245,0.8209036148640575,0,7,21.86890615158831,0
Udemy,David Kim,Cloud Architecture,2020-04-18,2023-01-29,32cc0599539e79cb918013c3cad9053004e424264499caffeb57f7cfdfb19547,0.8967424627464736,2083,0.9678034583730355,0.9529837423845833,0.9107910610681649,1,2,8.392782737612904,0
Coursera,Richard Martin,Data Engineering,2025-11-15,2027-05-08,6873880d0b334d80e34f2b99d464998c42cef99b580c1fb96f5e54199d42aa6b,0.7907665277247593,46,0.907034105564588,0.8970673602865467,0.6882775805732261,1,5,10.949296590924337,0
Coursera,Arun Patel,Machine Learning Fundamentals,2021-09-11,2026-03-29,6cb56c278e647a1db1a1efa4d8f76a02f9eb4c1f323403ef0bd4d644fd0df94a,0.8611964786181965,1572,0.8035697353939352,1.0,0.8605154017587191,1,5,5.204119076048018,0
IBM,Pierre Harris,Cloud Architecture,2020-09-04,2022-11-01,20c4a8192968ce3e4ed33ef83459ae38e1ca89cc0565202cd5462a7577e4e991,0.8000786988857627,1944,0.849837449991764,0.9400770952119908,0.8203933721563508,1,10,2.197778869254648,0
AWS,Patricia Dubois,Database Administration,2023-07-01,2026-07-03,cfff023017e344c5265ae6c9a2ce77a7037b230e3d6b9d8b4f94ce35caa1f915,0.6770670583220804,914,0.7987287319878121,1.0,0.9280795368924217,1,5,22.235081895128136,0
University of Toronto,Elizabeth Hassan,Network Engineering,2023-10-28,2026-06-14,e64639f73c757793f6e13e8aa75f97b9c5526269a2ff62043d5edc45d4c4f4ed,0.8271340666309148,795,0.9452233622800041,0.9593087197963996,0.8398114854521601,1,7,9.856999849286153,0
University of Toronto,Patricia Martin,Mobile App Development,2021-08-04,2025-06-28,df3045b1f7a6c88b044546a3983338bdac16e6bf54e5e3b0ea5b2eb94ac8baaf,0.6958441898177125,1610,0.7561968041768561,0.9208308019951116,0.7285825950774075,1,9,14.309824398307237,0
FakeUniversity123,Linda Harris,Computer Vision,2024-04-27,2025-02-16,c127ea14d86cf086429fdc41a26794d8122eab6049120fb78b0f7d4b5cc4c656,0.2279,613,0.1737,0.5751,0.136,1,0,118.2,1
Coursera,Robert Santos,Project Management Professional,2021-02-04,2024-02-22,3b9f487e14f94617437071c478e09f89b747875ba5805083f9aae0cbd82f13fa,0.8561223787747086,1791,0.6695423860059273,0.9493411885062055,0.7373403123983682,1,6,38.146031735890446,0
IBM,Karen Kumar,Cloud Architecture,2023-07-13,2027-03-26,dfbdae022295ee4318a9fa9c5812c9e1674f3513ce9dfd0f87fdd92ea85c3660,0.6150422963832767,902,0.9046346563401252,0.9671499506582276,0.9319451387825999,1,5,8.874652483057119,0
Columbia University,Mohammed Anderson,Business Analytics,2024-05-04,2026-01-29,7cf35c92d09b25b965021c71f937f67801d872622164c2d11b37e49b119f7da4,0.7426982638836916,606,0.8048634942859939,0.8642439764190377,0.7533580384719463,1,9,7.939000962684182,0
TU Munich,William Johnson,Digital Marketing,2025-01-01,2029-01-18,5aa6740982cc6234bc5eac5501cfff54e1ef8da8cd5d50e6705ef035d7198a8d,0.8420282367682143,364,0.8928916990189267,1.0,0.75087745199991,1,5,7.313124300141627,0
IBM,Arun Jones,Cloud Architecture,2025-08-23,2027-03-02,11451d1e373315094abe34942021a9d2b76f76ef46ebe6dd4037beb7127e123e,0.8138881697505229,130,0.5557140186514528,0.9374390077252731,0.910970712232153,1,9,15.97918422207653,0
PMI,Barbara Harris,Computer Vision,2021-06-15,2023-12-17,2235c8961238c1798460870e8c968c0a2c3b0679a0c13c98d704a73ff8e84454,0.9043108855274254,1660,0.9226652526577628,0.945999375880835,0.9276859912742516,1,2,7.688183247274715,0
Cambridge University,James Miller,Cybersecurity Analyst,2020-09-21,2023-08-12,f84757d6c3c3379b5a295163ff99998fcf4421c1960bda097242e9a76d25f3bc,0.1852,1927,0.2894,0.7046,0.3642,1,0,59.3,1
edX,Patricia Smith,Project Management Professional,2023-12-22,2025-12-07,1fcc0f1d404a81ecc167d91f85396078babd682e0c6a97e0101cacdff27af253,0.6019149126030814,740,0.7088411401463524,0.939657070063782,0.9172372823411978,1,6,15.996276222836627,0
ETH Zurich,Joseph Rodriguez,Business Analytics,2021-08-04,2023-06-20,90cdbd8458ede45e5e41a55ac7d4aeeb228daadf6ba9b2f92f333bb16a453098,0.7197069945530183,1610,0.7755016180809309,0.9187998926250831,0.6154683876845272,1,5,6.0898068551402105,0
TU Munich,Karen Dubois,DevOps Engineering,2023-08-26,2026-12-14,dc263d9e1fa7e62589c218c2b52e03a7852ca9b3dde811bf974117a5dbf7723f,0.47988476275857433,858,0.8368279999351386,0.9294046646841077,0.8759286518941971,1,6,33.33010483635383,0
ETH Zurich,Joseph Johnson,Project Management Professional,2020-08-20,2023-08-21,75cc8e4c1a0929ee6c60c99b17b714af5b79a1aa050ba136eb06f4e2e2f77c6b,0.7243019206912709,1959,0.8637526109450258,0.8496430807710005,0.9738465160595543,1,4,48.940552313752946,0
Adobe,Barbara Hassan,Full Stack Development,2022-10-18,2024-09-25,3a70b7062deed0c497d73a0514d9f521dcda31a4278524ca5d9923b3cb0e2aba,0.8680015901121242,1170,0.9091231002680711,0.8968514696672809,0.680837843022779,0,6,27.3200379900124,0
TU Munich,Jennifer Tanaka,Project Management Professional,2020-10-25,2023-06-29,c65a9fcc8fc07bbb91d2b8c671a4a7c900ea2f28b4db8a2f21bc5d76f010dedd,0.7373855196904477,1893,0.5756951016929692,0.9077441077393757,0.9649212659517633,1,3,50.10290194191456,0
Microsoft,Michael White,Cloud Architecture,2022-07-03,2026-07-28,6405f33538c9b4172453d7284f0c341d8b6536f8abf1017f9d592540c52bfd08,0.801999495516768,1277,0.8884820991719143,0.8885581206843125,0.9282880208304186,1,5,77.6157935246962,0
Cambridge University,Carlos Chen,IoT Development,2020-10-12,2021-10-29,fc9c08cb36a31e82376b213c135b969f000b391c85f3101202d95c960abcda4f,0.9381887611152566,1906,0.9544250351790592,1.0,0.9766248151534229,1,6,38.15186113058266,0
Cisco,David Mueller,Cybersecurity Analyst,2024-08-02,2026-08-15,7afb1b0aa5b6f929a688eb9190b11ecd622289c78d8f9832433b4982267655b1,0.836903880883846,516,0.8521479680280757,0.8792156274958157,0.8342797552958504,1,4,16.390902360924198,0
Stanford University,Barbara Ali,Data Engineering,2022-08-10,2024-12-16,c91425251e030de23bc8f9ec648f4e078ce56d533327bcafe90c76cc977f0ce8,0.5769432685785714,1239,0.7406818965316697,0.913902129591786,0.8918921116895486,1,4,11.583973554786972,0
Adobe,Joseph Patel,Agile Methodology,2020-10-04,2023-09-02,73f84392a06ab0aacca73d9f485a08f5a8a6d1d16bba0d9ee63cb741e53e474d,0.9107453111953029,1914,0.5192108452028245,0.9986529251682734,0.8519068179928085,1,4,22.089860958861365,0
Adobe,Ana Smith,Agile Methodology,2023-06-22,2026-01-16,529a040067f8fffd01b32b935bb0c996ba667185b57dfb73f40b77d117968fe1,0.7393692992917876,923,0.5902414440471841,,0.7265333274471292,1,5,19.62927636967567,0
IIT Delhi,Fatima Santos,Blockchain Development,2021-06-15,2025-04-27,850fc9bfe4930b1e0daac318f50b44cebf94e2acb77dd0f3f00cb733bfc69fda,0.9058476252170994,1660,0.9681577360333928,0.9709449557809204,0.7547065816812263,1,5,13.748965172624192,0
Cisco,Jessica Mueller,Cloud Architecture,2025-12-18,2028-12-18,31414dfd709157a46226f8292d990ef6ecf0cdf8b59dde712fa3a2afe9e5fe69,0.7014648545952233,13,0.8764495448654289,0.9204791785851402,0.9373486379924444,1,6,13.992790533528376,0
DiplomaMill Online,Robert Rodriguez,Cybersecurity Analyst,2026-09-12,2027-09-12,39d9da407a31cfdfd897cb5d70599f56c43ae1942f34dc4a6f03e47839ffee5e,0.2691,-255,0.1523,0.7155,0.2474,1,0,136.18,1
Johns Hopkins University,Susan Brown,Digital Marketing,2021-05-10,2022-11-12,c2df5722751df8ec80e52d779649790a4fb2371d07b2fc75b6e117b9708a13c7,0.583761076810625,1696,0.5372385509507643,0.9690929048711787,0.9781153246309637,1,6,0.4734454094293297,0
Microsoft,Sophie Martinez,Network Engineering,2023-08-13,2028-02-25,b682ab588e07fef6c1f275a084b51eec477934dc8dd95118e2f52a37878b922b,0.7873803837827159,871,0.6885176288485936,0.8919188622976132,0.7415595625378228,0,4,79.21476978600434,0
PMI,Robert Rodriguez,Network Engineering,2020-04-30,2024-03-31,319907e753a544e62170eb8c2cdffe65f18edfea35faf9c856062d762048fd7e,0.6872169558918676,2071,0.7171773142606623,0.9921820737589797,0.6976280786050546,1,8,0.08264359489089798,0
MIT,Fatima Martinez,Cloud Architecture,2025-07-05,2027-08-31,4393b32c6f86765bb5a6b61e5856118923d3cb3470d5895a1eedee30367405d7,0.8878316671466426,179,0.751274346420515,,0.774093421373661,1,13,18.705654599386115,0
Google,Richard Wang,Natural Language Processing,2024-10-05,2025-11-15,e8a8fb32d9395a64d70bfe17cf1f566bb80c89f6d43cf3da6240ff17e22e58d8,0.6416532382565643,452,0.8179203963872244,0.9511877193593862,0.903860546571151,1,13,3.3875488289159983,0
edX,Arun Miller,Cloud Architecture,2025-09-26,2027-07-07,c4141461b1b98a20997d44fee260930f7008ec019db0760b9ae6cae610e2b5e3,0.8119943407674166,96,0.6208667945641904,0.891606590696893,0.7685002679598653,1,5,15.338130363238713,0
University of Oxford,Elizabeth Jones,Robotics Engineering,2023-11-10,2027-05-02,d5b8eec9f18c3bc82bb414ddaa5bf603ed85b6ecb2dbd41ae021666f2981ca9c,0.786609848858108,782,0.8578097077138965,0.8457819653675858,0.8575526615544133,1,6,1.763058029985794,0
Cambridge University,John Mueller,Software Testing,2023-04-02,2025-02-20,3503db02d1d1de3085f7ac91fc8d0f87ddcfd888add14baf8a5fff684c3302b5,0.8726809917692145,1004,0.7906659503167537,0.9469219027111254,0.9887644538678384,1,7,32.80860498546246,0
Salesforce,Jessica Mueller,Robotics Engineering,2025-10-09,2027-10-25,3926b68db6e6366afc2616e9967c75d3e245418ee82fc61b314a74b657650bf6,0.9227997147500935,83,0.9665604790841777,0.7800106002724622,0.6819493601397693,1,5,89.77171514414464,0
Salesforce,Sarah Brown,Computer Vision,2025-03-11,2029-07-27,78b65aca5f9e6f7bb7a27b63c5572e33aab1173d66c52ef32a319f88d9a88e88,0.9061507142078147,295,0.7304887244387229,0.9416067110621489,0.888994916195367,1,5,14.285490895436736,0
MIT,Jennifer Tanaka,Quantum Computing Basics,2025-12-28,2029-12-26,dedc39d3e6024c3c592e5edca3461f55258db3cc86e5835972aaa83dcf8398cd,0.8798215960520108,3,0.8571983632631591,0.925146009999108,0.7888863158729175,1,5,26.048152693046557,0
NUS Singapore,Sarah Jones,Project Management Professional,2023-04-27,2027-06-02,e79fe559183935f3dd35bb809bd5d7d27d2b43c750c73a059458deb6c3c66f70,0.8447008668479113,979,0.9633357649316102,0.8515399114707674,0.7182496781247503,1,3,174.89150482228456,0
NUS Singapore,Priya White,Robotics Engineering,2021-02-07,2023-05-03,a7a54b0943680525261654e70f96fc9be8260fecbcfad451f0d5216bb17b3480,0.9679806020632434,1788,0.6023768144140031,1.0,0.938387197421967,1,5,1.763048366498131,0
Johns Hopkins University,Barbara Williams,Cloud Architecture,2021-08-02,2023-12-14,f33f03c743225bb3989b3a3f68d486d538e6187b4f754bba1b8b68b66385e3ab,0.9706015871787219,1612,0.8476860094549443,0.997741400931932,0.8283259243048824,1,5,14.892930448258145,0
University of Toronto,Susan Kim,Full Stack Development,2020-01-30,2022-05-26,2ef8cb1f609830070a5d4f5f2cadd92e1d33954e0fadfe122caf17bcce203f06,0.8189050490262036,2162,0.8956339193984856,0.9007175915033332,0.8165238374323974,1,5,7.795718573089879,0
Udemy,Mary Smith,Data Engineering,2025-03-28,2026-11-01,b79a94c3d9d4a0699cb2ac75f7a61115fe962034cdd50049aa62aa3ab3b6747a,0.6920270786596185,278,0.9621127250993711,0.8700839424457502,0.7794707857060544,1,4,13.778360234512517,0
edX,Elizabeth Anderson,Software Testing,2023-12-08,2025-07-17,1c3a02281d0ce671c5fb0c94ddf9d4c53bac2c242393c283126a0f83895baca4,0.7528124204556488,754,0.9409315772641357,0.8855594271272087,0.7031124279114626,1,5,29.40677749788853,0
Adobe,Arun Martin,Cybersecurity Analyst,2022-04-16,2026-01-29,ac96f836bbd5887ba09d80b0ff7291391b8acfd7c3562d3af9ab8bed975b8f7c,0.8909388969801059,1355,0.771205100908161,0.8371276715012989,0.7856540198312334,1,7,25.274198403817042,0
University of Toronto,Thomas Miller,Machine Learning Fundamentals,2023-05-23,2026-12-12,a18e62824589da32bfaef3b832b216049245302a79e754716049e19f61e5229f,0.6885279172342305,953,0.8871305739955324,0.9510307644261902,0.7471992425442704,1,4,54.668984207807824,0
Yale University,Linda Johnson,Cybersecurity Analyst,2022-10-06,2027-07-25,f486a94df9a53096e06c6b052715564b09073f540208d97651cc8fb8689406ec,0.6644785038442929,1182,0.8741977382650626,0.9635698699359081,0.9517468313119593,1,6,5.106957040311004,0
InstaDegree Corp,Mary Johnson,Digital Marketing,2026-11-03,2030-06-04,39a79480625302754279bafab3463f82f62a6d3e9ae72a89bcca52e736540f1d,0.3079,-307,0.0201,0.7103,0.1879,0,1,15.25,1
Harvard University,Karen Wang,Database Administration,2022-06-28,2026-12-17,03eee5c65cb42c82c78d5474e4bc72b0bc54d1261e9f59506ee37f3d32fec336,0.7435727799710549,1282,0.8086129527735577,0.9567701540850245,0.924531993209089,1,7,27.999315933290443,0
edX,Robert Jackson,DevOps Engineering,2021-06-19,2021-10-28,14eb3e288dfc590af1c4b2a1f56ed5349bd3837ff6b6b2f27ea69b8367d67f89,0.0094,1656,0.3946,0.811,0.2742,1,1,10.4,1
TU Munich,Sarah Taylor,Quantum Computing Basics,2020-04-04,2022-07-03,89a8eaa1f56ca088f3caf8a12fb61402797cc81c0fdc05ffd9cbd1b6047431e2,0.8140199972519622,2097,0.8674890277524059,0.8886302790919128,0.7878899748408522,1,6,99.33716855490185,0
TU Munich,Linda Mueller,Cloud Architecture,2025-06-19,2030-06-07,3f38d9faf0a04cff6e29f37f574f39e8679cac93590b32ab4da49c37b22cd08f,0.8335669574727685,195,0.9661172626617239,1.0,0.8645361406763383,1,7,1.9753337860873301,0
Adobe,Elizabeth Patel,IoT Development,2025-01-19,2027-06-01,a9315a29d1a2ded968053499b1ea0067c6ccaef98750b47abaf2e6820fa8c2ba,0.9443924233529997,346,0.6867385501263931,0.9772882492859296,0.9247564405892523,1,4,31.146676771367794,0
CompTIA,Elizabeth Rodriguez,Database Administration,2024-04-26,2025-12-07,5be10b9d9c82f7c482a8b50a74ba5657f016cacd5baa85fa4b4c0d3e61acde32,0.8555197462466323,614,0.6060806325412735,0.9367419376475453,0.7944185473170371,1,6,30.25443662670837,0
Johns Hopkins University,Richard Dubois,Network Engineering,2022-04-05,2024-10-30,a3d651b361e12632b711c82c9616aabf87e4af8ab6c65999e0054d80f86d4581,0.6278953812379934,1366,0.7556177592038631,0.9788949675645012,0.7253966157856512,1,7,2.2676285913536973,0
IIT Delhi,Thomas Rodriguez,Computer Vision,2025-05-28,2028-10-23,8988c9a539339baa68949eae952863493a18269ae85c6972ed79c1f3ee1e3802,0.6393288752265874,217,0.788292817394529,,0.8971063110932908,1,4,55.97495643712669,0
Oracle,Barbara Ali,Data Engineering,2022-01-06,2023-12-23,bd2e3ca268604cbcec3805d675bdc2335f6fa390d419e02dde261fc2aae95847,0.8959180119084563,1455,0.8132271078553086,0.9879465715954056,0.9619785575989384,1,7,1.9355373365175197,0
MIT,William Kim,Cloud Architecture,2023-08-20,2025-11-16,266c3eea61e4c3a2858f4dc44823fe8e06a1225473594d8ab7c0b511830ae33d,0.8026997660103423,864,0.878500946344204,0.9083385126216269,0.9900075394055776,1,4,69.3578917123238,0
AWS,Priya Brown,Data Engineering,2025-07-31,2029-01-23,4f8a5fd4b519d360c19e2571bd0fc991de6a87b123eff679580b0b01af76f82a,0.9396702822444019,153,0.9092993555539747,0.8570470774183461,0.9000859479416403,1,3,62.85525744962652,0
PMI,Christopher Rossi,DevOps Engineering,2020-09-28,2023-03-18,6a92d5bfcf5db53d64af68e364b9f87edf0c7379e7bfd3fab4de3807550502c6,0.8210208182996552,1920,0.9915159839897739,0.966435658649589,0.8598592911110124,1,3,14.091366173487403,0
NUS Singapore,Linda Dubois,Project Management Professional,2020-06-07,2021-07-01,2a7823ead565e6a09f40cae05b5ae9fa75ed552c41a7b0c55d5087e494f3734c,0.7663248283974677,2033,0.8139948660894706,0.898037224222594,0.7885059648340834,1,7,10.945061050432189,0
IIT Delhi,William Ali,Digital Marketing,2022-10-22,2025-03-24,3626723e00fa5958ed9df38a742887f8826a9bb961dcce99de60e05a7378d2d9,0.709582921141166,1166,0.8847846399961414,0.9865403621017206,0.8360954743861739,1,9,1.5281109923071465,0
University of Oxford,Yuki Patel,Software Testing,2025-06-27,2029-03-24,150caf27a488bb9e67a55a9969d5a40d4f19a2a9d90251e3f662f98b03ed8958,0.8276919490118337,187,0.8834500592870995,0.8594736743758843,0.9365184841486375,1,7,18.66972148435126,0
University of Toronto,Sophie Rodriguez,Network Engineering,2022-08-26,2023-09-07,89b27a85aa743bf2b72857388424fc9b81cd932e8a8783d3ec6eb43b4f9347c3,0.6729297057590089,1223,0.8283697805553093,0.8852060227305187,0.867381245881025,1,7,53.03395883673487,0
MIT,Thomas Anderson,Data Engineering,2022-05-15,2024-05-29,37cf06283811d10e55a4ff25b431033573b150b3866cdcf22b300fe2d25d2099,0.8056212597407938,1326,0.646440224264299,0.8654252605905048,0.8884801278687623,1,3,3.6059400946537177,0
Adobe,Richard Martin,Blockchain Development,2020-06-09,2023-06-26,27af451126e94475c4e8e8d0f2e5b5fea54dab2360928bb198c9f6b88fb17da1,0.7535941544971216,2031,0.9517467675447728,1.0,0.8520812106109141,1,4,7.184552841671994,0
University of Oxford,Carlos Kim,Cybersecurity Analyst,2022-03-18,2025-12-02,cee43c297ac6cebb74fc37b730892afcb674157ace160059675c210ebec38542,0.8485449307488472,1384,0.8418090993496123,1.0,0.7234064245870526,1,6,45.37506218176187,0
IIT Delhi,Arun Rossi,Robotics Engineering,2025-01-31,2028-10-15,1743331b18fe59dc684e7e8aee6e5fc486d7e7626989daae3b65121d2f48083b,0.8495905940348415,334,0.9809796118546752,0.9430665256137599,0.9281396794031953,1,9,29.945817437115476,0
NUS Singapore,Yuki Kim,IoT Development,2024-04-02,2027-03-24,0764c8134428ff14357c7cfc621c5224a294536b367fef640961d886c496954e,0.8685603274264417,638,0.9816461745322682,0.9255918854406908,0.7132512269467043,0,5,1.483392672731671,0
Adobe,Yuki Hassan,Machine Learning Fundamentals,2024-03-18,2025-08-01,1b21f6c2d5195c6cee5b3a88b29c727bac3e92167acd9cb6e5f334e66ee62f91,0.7466743570964339,653,0.8006442012824471,,0.9048460104937064,1,6,16.525546100127634,0
MIT,John Rodriguez,Computer Vision,2021-03-10,2025-02-24,79a18c50d7b641a0a3d4116f6a4d1a5d6abd622a914877bcc7cb43accc0474a4,0.870507967906557,1757,0.855045168535012,0.8944955129520391,0.9345416345800196,1,10,19.96955402078287,0
Cisco,Thomas Williams,Agile Methodology,2022-05-10,2026-02-04,e24520149dba51c8a65e515bb39891e2b5258e231c827b12d8573308ec016952,0.8091604313943317,1331,0.7558876715832535,0.8950146917914108,,1,7,84.72046343847522,0
University of Oxford,Mary Jackson,Data Engineering,2025-04-27,2026-08-12,b3bfc609f88f7cc1eb4dffc71850e1ee95af04035b9d72ec2e1c955aa84d1357,0.9615591677509959,248,0.806591263990664,0.9881826482830449,0.6700665604603112,1,6,187.08465343993652,0
IIT Delhi,William Thomas,Digital Marketing,2022-04-23,2023-11-09,da2b187d7acb2de8e757ba86d7ca9aecc369cdcda4837b7c27318aa945a05cfa,0.8298858768123087,1348,0.6928824317173463,0.9249211123045645,0.8762186499727305,1,5,111.2265237743622,0
University of Toronto,Thomas Thompson,Blockchain Development,2025-02-06,2029-12-06,68b83c83cf256d7330df462fa22ed1d4c7f3aeb939676a535abfd8e6e7b07f0c,0.9302167255626972,328,0.8431576321428613,0.8989890409454497,0.9948496481374189,1,6,0.9165148975177193,0
Yale University,Ana Hassan,IoT Development,2020-02-22,2022-10-12,887a7261d1e69fe1b77b518ca01a46bfb493dcd6b112e7e18ce181916bb9d737,0.6246579504368166,2139,0.8149779863157726,0.8619417470256088,0.7853567663751749,1,4,56.16311815470592,0
NUS Singapore,Arun Johnson,AI & Deep Learning,2024-02-20,2027-11-05,1b09f5a606bc30c226e57841f0e45ae7e7704e84fb50b0d4e26a6e6c6639065d,0.9367943983195633,680,0.8908282633346452,0.8882370360556916,0.8309879760360542,1,4,18.537623814503107,0
edX,David Garcia,Network Engineering,2022-11-13,2027-03-13,81144495cae82fa65b271ee5313cf6dd15abb12d0f75c3b61fc6694c51ff58e5,0.9085403214968252,1144,0.6085178416615502,0.9357250346246828,0.906579992616645,1,7,2.0056919758822755,0
NUS Singapore,Carlos Jackson,Digital Marketing,2024-01-11,2026-03-01,4cc5939245f0f98a68723be0a5985024ed158bec889c3e84de4e887da988b5f4,0.7938185819553649,720,0.9137218401564872,0.9067697443373718,0.809895519569231,1,4,65.17518036366539,0
Columbia University,Mary Martinez,Digital Marketing,2025-04-01,2029-10-05,f0f5cb4ce523c7f4f78621f17f940348b147fd9ddb24f6caf8b53c3e448bf58b,0.88759050537903,274,0.724167263638614,0.9977816681552109,0.8902377050425849,0,8,17.456455528359687,0
Harvard University,Fatima Kim,Machine Learning Fundamentals,2022-05-30,2025-04-27,846952ef77862b48fd85332e6fde1e9237ab3137ec13f6f3aacc36c20669fc88,0.6567304214920676,1311,0.8983399455022193,0.9202632599368747,0.9555016960527083,1,6,2.0810639154407977,0
Oracle,Christopher Ali,Software Testing,2022-06-24,2026-10-31,584a22d99d40d1d5902617cf219eb4ea7ae97dd598a8bc211f9ae5969599ac35,0.7705373396185095,1286,0.7850641245030807,0.9677165304409712,0.9379111379266006,1,8,23.472436285704504,0
DiplomaMill Online,David Santos,DevOps Engineering,2026-10-24,2031-08-14,e314512bd99b853ba7ba0b9ce3238638ff894fa223516ae0180954a68a4711fe,0.4508,-297,0.2559,0.7989,0.3368,0,2,102.98,1
PMI,Fatima Harris,Mobile App Development,2022-06-22,2024-06-12,08e30c174def5aff06411a1c119bce0edc7a31e663259e0eb1b5a52ecd855e0f,0.8251349322680037,1288,0.9020329749496468,0.911152592414717,0.6582410396750323,1,6,8.021833772499923,0
PMI,Robert Jones,Full Stack Development,2020-03-22,2022-02-26,7725b090cd84b5b69a7e3af09a367bcc9bd42764a31234c403cfebdc368a560b,0.7456622045963076,2110,0.5139606920971763,0.9628661095953089,0.8679961969841153,1,6,1.5894481880240412,0
Cisco,David Mueller,Blockchain Development,2021-02-28,2022-10-14,541c1a289a4aedb5c42af87f092e868729f7a817f8f9ae608741f249277c6ab6,0.5990149538984241,1767,0.7116820268096248,0.9107795100227333,0.7540474996815076,1,3,119.77488349275542,0
Microsoft,Priya Patel,Business Analytics,2023-05-02,2026-06-27,5b7bb58fa237f816551e69d338756867a12f84a81a558b973e6805aee967292b,0.9090925213129045,974,0.9710375204332735,1.0,0.6626245125489643,1,6,62.9902657726436,0
ETH Zurich,Jessica Patel,Computer Vision,2022-09-16,2025-04-15,27785dc01f440d6588349bcef220e4a1177961f6837a863b22862eb1b770d4e7,0.8057945366808829,1202,0.9350937915940926,,0.9593227334895852,1,6,6.382308977589748,0
Google,William Brown,AI & Deep Learning,2023-05-20,2026-12-17,e96a84b2c5a1b4cb4495bcb04a6b091e9f2d49e31fdd3c3194621a9ac5fd9c0b,0.7766931663798672,956,0.9136489793739822,0.928845078258939,0.9668164615427003,1,5,82.44840652594544,0
Coursera,Christopher Williams,Cybersecurity Analyst,2022-11-25,2026-11-10,5c285b33a5731c002bd8e4852a8e3b362dcf4b5c796a70140af17b343887b35c,0.8449652480243597,1132,0.907428840711677,1.0,0.8626905205480705,1,8,52.24524178682724,0
Udemy,Mary Hassan,Quantum Computing Basics,2023-09-04,2024-02-22,52fade225a7a3f614,0.2188,849,0.1793,0.4945,0.0187,1,0,26.82,1
Stanford University,Karen Rossi,Robotics Engineering,2021-06-22,2025-03-16,c42d77483737a0fe34ff865dc88fcbd515161d5d2e2e7eb88baf27c13a5d4075,0.7908438556320859,1653,0.6236729601120299,0.8734015397455996,0.6351543765467104,1,4,38.95497253214841,0
Oracle,Barbara Brown,Quantum Computing Basics,2024-02-28,2026-02-18,b8966fdebcf187427020569f0dd8ada46832d4569e8fb6c95dc9a2c4c0117639,0.8498368938651847,672,0.9152536449388956,0.9924273956572985,0.8387752919535848,1,3,71.6250850196081,0
TU Munich,Jessica Brown,UI/UX Design,2020-06-04,2022-07-02,d781332d880fd094653fa5d04cd02d0a85e2e4678bea2ff466ebd4705a90a720,0.7162877884560968,2036,0.8577819184766027,0.9085734059760749,0.9007068389135726,1,3,6.46213315114859,0
Stanford University,Priya Harris,IoT Development,2023-10-05,2027-04-30,0a9670f003e75f0d943581811ce0bbf243aafa8a8aa8b7e889388b48a5986831,0.689811119799119,818,0.8989932384970097,0.9180792095349032,0.9659910594524486,1,2,28.721082948129535,0
NUS Singapore,Thomas Williams,IoT Development,2025-02-07,2029-01-25,63aa346ba49278a208f7982ba0c62f7590e6c4168df51d40daa80e158fbdf04a,0.9009447107783504,327,0.8478807506502671,0.9340082964836885,0.8779120231281905,1,8,13.428545202427118,0
Coursera,Jennifer Johnson,Big Data Analytics,2024-05-30,2028-07-25,b27c8cd49419acf9783ec456bf3c599e917184988b59901004226b4bc9e36385,0.9615928307739737,580,0.6841812873054222,0.9594523231557321,0.5875529177120407,0,7,37.425870505540644,0
Adobe,Linda Garcia,Computer Vision,2025-09-04,2030-02-22,dff197ddcbcdaddf2d45edc34bebbd23c0f1b6d0ab43687f6200248f67288d2a,0.9332305182935904,118,0.8830869688742937,,0.7980924913734104,1,8,29.110605616190178,0
University of Toronto,Wei Kim,Network Engineering,2022-07-05,2025-09-28,d6853693657c05f41f3baf9784967b70fad21ad9845523835ba68593c81aad65,0.8860175882927913,1275,0.9931776483018133,0.9025525738011115,0.811682348263639,1,7,100.01929806210191,0
Cisco,Fatima Davis,UI/UX Design,2024-03-24,2028-05-25,fda31f780a1d8e548b67b5920e64a7961b687107af2a420e72f402248753f640,0.892107125385734,647,0.5884817684999352,0.9061979904736689,0.848970405348356,1,5,25.65977620971051,0
Coursera,Wei Tanaka,Software Testing,2022-02-01,2023-03-03,812a17b51344bd32b0367d4e2238d41683233872c1a64b27b25cecee4d0fda83,0.8799852308258024,1429,0.983231661421011,0.819975957456216,0.9104860758873253,1,4,6.7019059029082895,0
AWS,Mohammed White,Database Administration,2020-08-15,2022-02-13,87cf255b5942b8babec4a08a82d0ce23e1d94e4033a602ce92a8b262351fe403,0.8271907810602441,1964,0.9654920214951007,0.9280052473527851,0.9299974841307409,1,6,97.66784716807163,0
NUS Singapore,Karen Anderson,Data Science Professional,2025-05-14,2026-11-06,2008397e9c1fb9dcea2e96ffcd2fdfac5aade654b01bb9f479348a0e780a4fe2,0.7902643967023708,231,0.724977010147599,0.7532049225265453,0.8319348182086365,1,9,53.36908046256407,0
Salesforce,Elizabeth Williams,Agile Methodology,2020-06-10,2025-05-30,790d465a9779e3002b90f08f15b51095e8375f705fac36bec8096ccbcff5832c,0.8752991134826236,2030,0.9466967514035483,0.9474985637594301,0.7302796838106939,1,6,2.871860394103079,0