skill_id int64 0 160 | skill_name stringlengths 3 41 |
|---|---|
0 | python programming |
1 | c programming |
2 | c++ programming |
3 | java programming |
4 | matlab programming |
5 | r programming |
6 | sql |
7 | html css javascript |
8 | web development |
9 | software engineering |
10 | object oriented programming |
11 | functional programming |
12 | data structures |
13 | algorithm design |
14 | operating systems |
15 | computer architecture |
16 | distributed systems |
17 | cloud computing |
18 | computer networking |
19 | cybersecurity fundamentals |
20 | ethical hacking |
21 | databases |
22 | data modeling |
23 | data analysis |
24 | data visualization |
25 | data mining |
26 | machine learning |
27 | deep learning |
28 | neural networks |
29 | reinforcement learning |
30 | natural language processing |
31 | computer vision |
32 | signal processing |
33 | fourier analysis |
34 | time series analysis |
35 | statistics |
36 | probability theory |
37 | statistical modeling |
38 | regression analysis |
39 | classifiers and clustering |
40 | optimization methods |
41 | convex optimization |
42 | numerical methods |
43 | numerical linear algebra |
44 | scientific computing |
45 | computational thinking |
46 | mathematical modeling |
47 | discrete mathematics |
48 | logic and set theory |
49 | calculus |
50 | vector calculus |
51 | differential equations |
52 | advanced calculus |
53 | graph theory |
54 | network science |
55 | physics fundamentals |
56 | classical mechanics |
57 | electromagnetism |
58 | thermodynamics |
59 | fluid mechanics |
60 | heat transfer |
61 | materials science |
62 | chemistry fundamentals |
63 | mechanical design |
64 | cad modeling |
65 | solidworks |
66 | fusion 360 |
67 | fea analysis |
68 | cfd analysis |
69 | mechanical vibrations |
70 | dynamics |
71 | kinematics |
72 | multibody dynamics |
73 | robotics fundamentals |
74 | robot kinematics |
75 | robot dynamics |
76 | robot motion planning |
77 | path planning |
78 | slam (localization and mapping) |
79 | robot perception |
80 | ros (robot operating system) |
81 | embedded systems |
82 | microcontrollers |
83 | embedded linux |
84 | real-time systems |
85 | fpgas and digital logic |
86 | verilog or systemverilog |
87 | circuit design |
88 | analog electronics |
89 | digital electronics |
90 | pcb design |
91 | sensor fusion |
92 | imu processing |
93 | control systems |
94 | pid control |
95 | state-space modeling |
96 | optimal control (lqr) |
97 | nonlinear control |
98 | system identification |
99 | autonomous systems |
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