Learn Machine Learning

Tue Jul 04 2023

Math

• Math for Machine Learning - Weights & Biases
• Mathematics for Machine Learning - Marc Peter Deisenroth, A. Aldo Faisal and Cheng Soon Ong

Machine Learning

• Machine Learning Course - Andrew Ng
• An Introduction to Statistical Learning - Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani

Deep Learning

• Introduction to Deep Learning - MIT
• Deep Learning Lecture Series - DeepMind x UCL
• Deep Learning - Ian Goodfellow, Yoshua Bengio and Aaron Courville

Reinforcement Learning

• Reinforcement Learning Lecture Series - DeepMind x UCL
• Reinforcement Learning - Richard S. Sutton and Andrew G. Barto