**Course Objectives:**

This course will cover theories and applications of basic (statistical) data mining techniques including regression, classification and unsupervised learning.

**Textbook:**

The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Hastie, T., Tibshirani, R. and Friedman, J.