skill_id
int64
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160
skill_name
stringlengths
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41
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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
kine​matics
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