Recommended books for this class is:
- Elements of Statistical Learning, by Hastie, Tibshirani and Friedman. (Book PDF Download)
- Pattern Recognition and Machine Learning, by Christopher Bishop.
Please note that simply reading the book and skipping lectures will not be sufficient for passing the class.