Material
Faculty Video lectures:
Faculty Presentation:
Good reference links
List of books
Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow, 2nd Edition, Aurelien Géron, OReilly
Machine Learning Yearning, Andrew Ng, GitHub; eBook (Draft, 2018); eBook (MIT Licensed)
Reinforcement Learning: An Introduction, Richard S. Sutton and Andrew G. Barto, The MIT Press Cambridge, Massachusetts London, England.
Deep Learning, Ian Goodfellow and Yoshua Bengio and Aaron Courville, The MIT Press (17 December 2016).
Trevor Hastie, Robert Tibshirani and Jerome Friedman, "The elements of statistical learning", Springer, 2001.