Awesome Robotics Resources
Free Robotics & AI learning resources, including courses, books, lectures, research papers, tutorials, projects, and more.
Project maintained by slyyr Hosted on GitHub Pages — Theme by mattgraham
AI Learning Path
A staged path. Move on when you can build something at the current stage, not when you have watched enough videos.
- Foundations. Python, linear algebra, probability & statistics.
- Classical ML. Machine learning: a full project with a baseline, honest evaluation and error analysis.
- Deep learning. Deep learning: train a network from scratch, then with a framework.
- Specialize. Computer vision, NLP, LLMs, reinforcement learning or generative AI.
- Build & ship. AI engineering, plus research skills if you want depth.