[Book]The Elements of Statistical Learning

The Elements of Statistical Learning

By Trevor Hastie, Robert Tibshirani, Jerome Friedman

This book describes the important ideas in data mining, machine learning, and bioinformatics in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics.

Download Here