Machine Learning References Bible Theory Frequentist Bayesian Deep Learning Practical Coding Online Classes Stanford CS229 (Advanced ML) Stanford CS224D (NLP) Stanford CS231N (CNN) UCL Course on RL (by David Silver) UCB CS294 Deep Reinforcement Learning Coursera Functional Programming in Scala MIT 6.006 + 6.046 (Algorithms) CMU 15-213 (Intro to Computer Systems) Other References Google's Rules of Machine Learning A Tutorial on Bayesian Optimization for Machine Learning Glossary of common Machine Learning, Statistics and Data Science terms Introduction to Bayesian Optimization Long-term forecasting with machine learning models Machine Learning Glossary