List of Computer Science courses with video lectures.
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A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
- machine-learning
- machine-intelligence
- artificial-intelligence
- reinforcement-learning
Oxford Deep NLP 2017 course
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
- machine-learning
- deep-learning
- deep-neural-networks
- pattern-recognition
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
- machine-learning
- deep-learning
- linear-algebra
- probability
Material for gpu-mode lectures
Lectures on scientific computing with python, as IPython notebooks.
Tutorial material on the scientific Python ecosystem
Software Foundations
Companion Coq development for Xavier Leroy's 2021 lectures on program logics