The Elements of Statistical Learning

by Trevor Hastie, Robert Tibshirani, Jerome Friedman

Deep Learning

by Yoshua Bengio, Ian Goodfellow and Aaron Courville

Convex Optimization

by Stephen Boyd, Lieven Vandenberghe

An Introduction to Statistical Learning

by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani

Deep Learning

by Ian Goodfellow, Yoshua Bengio and Aaron Courville

R for Data Science

by Garrett Grolemund, Hadley Wickham

Neural Network Design

by Martin T. Hagan, Howard B. Demuth, Mark H. Beale, Orlando De Jes s