Resources: Orientation: Google Machine Learning Crash Course Math: Mathematics for Machine Learning Machine learning: Machine Learning Stanford CS229: Machine Learning - Andrew Ng Andrew Ng's ML Coursera course Data science: Data Science Videos: fast.ai Deep Learning Concepts Books: An introduction to statistical learning - James, Witten, Hastie and Tibshirani