Applied Statistics and Data Mining

https://introtodeeplearning.com/ © Alexander Amini and Ava Soleimany, MIT 6.S191: Introduction to Deep Learning, IntroToDeepLearning.com

https://deeplearningbook.org/ Ian Goodfellow and Yoshua Bengio and Aaron Courville (2016) Deep Learning, MIT Press.

http://faculty.marshall.usc.edu/gareth-james/ISL/ Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani (2014) An Introduction to Statistical Learning with Applications in R, Springer.

https://web.stanford.edu/~hastie/ElemStatLearn/ Trevor Hastie, Robert Tibshirani and Jerome Friedman (2009) The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2nd Eds., Springer.