Skillsets

Computer Science

• Algorithm Design and Analysis
• Data Structures
• Parallel and Distributed Computing
• Computer Network
• Operating System
• Computer Architectures
• Computer Organization
• Microcomputer
• Design of Digital Logic

Mathematical foundation

• Mathematical Analysis
• Advanced Algebra
• Set Theory
• Graph Theory
• Probability Theory and Statics
• Combinatorics
• Pattern Recognition
• Numerical Methods
• Signal Processing
• Data Analysis/Data Mining
• Information Theory
• Optimization

Programming Language

• C
• C++
• Python
• MATLAB
• Java
• Assembly
• HTML/CSS
• Verilog

Open-Source Tools

• Python Machine Learning Tools(Numpy, Sklearn)
• ROS
• MXNet
• Tensorflow
• CUDA
• RobotSDK

Other Tools

• Linux
• Git
• Latex