Awesome Robotics Resources

Free Robotics & AI learning resources, including courses, books, lectures, research papers, tutorials, projects, and more.

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Programming & Engineering

Engineering foundations: languages, tooling, algorithms, software practice, scientific computing and GPUs.

Python: Language, ecosystem and practice.
C++: Modern C++ for performance and robotics.
Linux & the Command Line: Shell, tooling and system administration basics.
Git & GitHub: Version control and collaboration.
Algorithms & Data Structures: Core CS foundations.
Software Engineering, Testing & Debugging: Design, testing, debugging, code quality.
Scientific Computing: NumPy, SciPy and the numeric Python stack.
GPU Computing & CUDA: Parallel computing on GPUs.
Systems Engineering: Requirements, architecture and integration for complex systems.