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data.csv
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| 1 |
+
idx,Age,Gender,Location,CourseName,CourseDuration,CourseCompletionStatus,TotalCourseSessions,AverageSessionLength,EngagementScore,SatisfactionRating
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| 2 |
+
0,25,Male,California,Introduction to Programming,45,Yes,10,90,8,4
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| 3 |
+
1,30,Female,New York,Web Development Basics,30,Yes,12,105,7,5
|
| 4 |
+
2,22,Other,Texas,Advanced Java,60,No,5,60,5,3
|
| 5 |
+
3,28,Male,Florida,Data Structures,45,Yes,15,120,9,5
|
| 6 |
+
4,26,Female,Illinois,Full Stack Development,90,Yes,20,180,7,4
|
| 7 |
+
5,29,Female,New Jersey,Cybersecurity Fundamentals,30,Yes,12,85,6,3
|
| 8 |
+
6,23,Male,Ohio,Cybersecurity Fundamentals,30,Yes,10,95,6,4
|
| 9 |
+
7,34,Male,Ohio,Cloud Computing Fundamentals,30,Yes,10,110,8,4
|
| 10 |
+
8,29,Female,Ohio,Cybersecurity Fundamentals,45,No,8,75,6,3
|
| 11 |
+
9,29,Female,Washington,Cybersecurity Fundamentals,30,No,3,35,6,3
|
| 12 |
+
10,23,Male,Ohio,Cybersecurity Fundamentals,30,Yes,10,95,9,4
|
| 13 |
+
11,23,Other,Arizona,Cybersecurity Fundamentals,30,Yes,12,95,7,4
|
| 14 |
+
12,23,Other,Arizona,Cybersecurity Fundamentals,30,Yes,12,95,7,4
|
| 15 |
+
13,35,Female,Washington,Cybersecurity Fundamentals,30,Yes,10,95,9,4
|
| 16 |
+
15,35,Male,Oregon,Cloud Computing Essentials,45,Yes,14,110,8,4
|
| 17 |
+
16,29,Female,Michigan,Mobile App Development,45,Yes,12,110,8,5
|
| 18 |
+
17,29,Female,Massachusetts,Cybersecurity Essentials,45,Yes,12,120,9,5
|
| 19 |
+
18,27,Male,New Jersey,Cloud Computing Essentials,60,Yes,18,95,9,4
|
| 20 |
+
19,33,Male,Oregon,Mobile App Development,30,Yes,11,70,9,5
|
| 21 |
+
20,29,Female,Michigan,Mobile App Development,45,Yes,12,110,8,5
|
| 22 |
+
21,32,Female,Washington,Server Management,60,No,3,60,4,2
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| 23 |
+
22,32,Female,Washington,Server Management,60,No,3,60,4,2
|
| 24 |
+
23,42,Male,California,Database Management,45,No,8,70,6,3
|
| 25 |
+
25,24,Other,Washington,Machine Learning 101,45,No,3,30,4,3
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| 26 |
+
26,34,Other,Washington,Machine Learning 101,60,No,3,45,4,2
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| 27 |
+
27,23,Other,Georgia,User Interface Design,45,No,5,50,4,3
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| 28 |
+
28,32,Other,Virginia,Mobile App Development,45,Yes,14,110,8,4
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| 29 |
+
29,41,Other,California,Database Management,45,Yes,13,85,8,4
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| 30 |
+
30,34,Other,Washington,Machine Learning Basics,40,No,3,45,6,3
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| 31 |
+
31,29,Male,New Jersey,Game Development,45,Yes,10,110,9,5
|
| 32 |
+
32,29,Male,New Jersey,Game Development,45,Yes,10,110,9,5
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| 33 |
+
33,29,Female,Texas,Artificial Intelligence,120,Yes,30,150,8,5
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| 34 |
+
35,31,Female,Michigan,Full Stack Web Development,90,Yes,22,190,9,5
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| 35 |
+
36,21,Male,Nevada,Computer Science Concepts,45,Yes,15,130,9,4
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| 36 |
+
37,31,Male,California,Internet of Things (IoT),60,Yes,15,135,8,4
|
| 37 |
+
38,24,Female,Pennsylvania,Game Development 101,30,No,5,50,5,3
|
| 38 |
+
39,19,Female,New York,Full Stack Web Development,60,Yes,22,150,9,5
|
| 39 |
+
40,19,Male,Nevada,Game Design 101,30,Yes,8,80,7,4
|
| 40 |
+
41,41,Male,Michigan,Mobile App Development,90,Yes,25,135,8,4
|
| 41 |
+
42,41,Male,Michigan,Mobile App Development,90,Yes,25,135,8,4
|
| 42 |
+
43,24,Male,New York,Mobile App Development,60,Yes,18,125,7,4
|
| 43 |
+
45,27,Male,Arizona,Mobile App Development,30,Yes,10,80,7,4
|
| 44 |
+
46,27,Female,New Jersey,Cloud Computing Essentials,30,Yes,11,100,7,4
|
| 45 |
+
47,27,Female,New York,Machine Learning for Beginners,45,Yes,14,115,9,5
|
| 46 |
+
48,21,Male,Michigan,Data Science for Beginners,30,Yes,10,85,7,5
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| 47 |
+
49,27,Male,Illinois,Machine Learning,45,No,5,50,5,3
|
| 48 |
+
50,27,Female,Utah,Network Security,60,Yes,18,150,8,4
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| 49 |
+
51,27,Female,California,Backend Web Development,45,No,7,80,6,3
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| 50 |
+
52,35,Female,California,Backend Web Development,45,No,7,80,3,3
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| 51 |
+
53,27,Female,Florida,Cloud Computing,45,No,12,60,5,3
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| 52 |
+
55,23,Other,Florida,Computer Vision and AI,60,No,5,50,6,2
|
| 53 |
+
56,32,Other,Pennsylvania,Internet of Things (IoT) Fundamentals,45,No,5,50,3,3
|
| 54 |
+
57,35,Other,Texas,Full Stack Java,60,Yes,20,180,7,4
|
| 55 |
+
58,23,Female,Arizona,UI/UX Design,45,No,7,80,6,4
|
| 56 |
+
59,35,Female,Texas,Blockchain and Cryptocurrency,60,No,3,60,4,2
|
| 57 |
+
60,32,Other,California,Big Data Analysis,50,Yes,16,130,7,3
|
| 58 |
+
61,35,Male,Texas,Data Analytics,30,Yes,12,100,7,4
|
| 59 |
+
62,27,Male,Texas,Data Analytics,30,Yes,12,100,6,3
|
| 60 |
+
63,32,Other,Illinois,Game Development,90,Yes,22,190,9,5
|
| 61 |
+
65,28,Female,California,Database Management,30,Yes,11,95,8,4
|
| 62 |
+
66,24,Female,California,Cross-Platform Development,30,Yes,10,115,7,4
|
| 63 |
+
67,28,Male,Florida,Salesforce CRM Training,30,Yes,11,100,8,3
|
| 64 |
+
68,28,Other,Washington,Internet of Things,60,Yes,20,150,9,4
|
| 65 |
+
69,23,Male,Florida,Cloud Computing,45,Yes,12,95,8,4
|
| 66 |
+
70,21,Male,Colorado,User Experience Design,45,Yes,12,90,8,5
|
| 67 |
+
71,24,Other,Illinois,UX/UI Design,45,Yes,11,90,8,4
|
| 68 |
+
72,24,Female,Florida,Cloud Computing Basics,45,Yes,14,105,7,4
|
| 69 |
+
73,37,Male,Washington,Python Programming,30,Yes,14,110,8,4
|
| 70 |
+
75,33,Male,Nevada,DevOps Essentials,45,Yes,13,115,7,4
|
| 71 |
+
76,31,Male,Florida,Cryptography Basics,30,Yes,13,95,8,5
|
| 72 |
+
77,22,Female,Illinois,Sustainable Development Goals,30,Yes,10,90,7,5
|
| 73 |
+
78,31,Male,Nevada,Big Data Analysis,90,Yes,25,190,8,5
|
| 74 |
+
79,24,Other,Georgia,IoT and Smart Devices,30,Yes,8,80,7,4
|
| 75 |
+
80,25,Female,Texas,Front-End Web Development,60,No,10,120,5,2
|
| 76 |
+
81,28,Female,Florida,Cloud Computing,45,Yes,10,105,9,5
|
| 77 |
+
82,21,Other,Nevada,Introduction to AI,30,Yes,9,80,6,3
|
| 78 |
+
83,23,Female,Texas,Full Stack Development,90,No,10,130,6,3
|
| 79 |
+
85,26,Female,Georgia,Python Programming for Beginners,45,Yes,14,100,6,3
|
| 80 |
+
86,25,Other,Texas,Data Analysis for Programmers,45,Yes,14,125,7,4
|
| 81 |
+
87,36,Other,Oregon,Agile Methodologies,30,No,6,75,6,2
|
| 82 |
+
88,25,Female,Colorado,Serverless Architectures,45,Yes,13,100,7,4
|
| 83 |
+
89,21,Female,Nevada,Graphic Design with Programming,20,Yes,6,55,8,4
|
| 84 |
+
90,28,Other,New York,Software Testing Fundamentals,40,Yes,9,85,7,4
|
| 85 |
+
91,33,Male,New York,Full Stack JavaScript,30,No,8,85,6,3
|
| 86 |
+
92,38,Male,Oregon,Internet of Things (IoT),60,No,4,60,5,2
|
| 87 |
+
93,31,Male,California,Software Engineering Principles,45,Yes,16,115,7,4
|
| 88 |
+
95,25,Other,Texas,JavaScript for Web Development,30,Yes,9,90,8,4
|
| 89 |
+
96,28,Female,Illinois,Full Stack with React,90,Yes,20,175,9,5
|
| 90 |
+
97,24,Male,Utah,Mobile App Development,45,Yes,13,110,8,4
|
| 91 |
+
98,22,Other,Florida,Machine Learning Fundamentals,30,Yes,11,95,9,5
|
| 92 |
+
99,38,Male,New York,Big Data Analytics,30,No,4,55,6,3
|