Machine Learning

Here you can find lists of great Machine Learning books are or have been used to teach courses at Harvard.





Reinforcement Learning: An Introduction

By: Richard S. Sutton, Andrew G. Barto

1998

Deep Learning

By: Ian Goodfellow, Yoshua Bengio, Aaron Courville

2016

Learning From Data

By: Yaser S. Abu-Mostafa, Malik Magdon-Ismail, Hsuan-Tien Lin

2012

Machine Learning

By: Tom M. Mitchell

1997

Artificial Intelligence: A Modern Approach

By: Stuart Russell, Peter Norvig

2009

Pattern Recognition and Machine Learning

By: Christopher M. Bishop

2006