Faculty Video lectures:
Faculty Presentation:
Good reference links
List of books
Machine Learning, Tom Mitchell, McGraw Hill, 1997. ISBN 0070428077
Ethem Alpaydin, "Introduction to Machine Learning", MIT Press, 2004
Richard O. Duda, Peter E. Hart & David G. Stork, "Pattern Classification. Second Edition", Wiley & Sons, 2001.
Christopher M. Bishop, "Pattern Recognition and Machine Learning", Springer, 2006.
Trevor Hastie, Robert Tibshirani and Jerome Friedman, "The elements of statistical learning", Springer, 2001.
Richard S. Sutton and Andrew G. Barto, "Reinforcement learning: An introduction", MIT Press, 1998.