Information Theory, Inference, and Learning Algorithms

by David J.C. MacKay

Information theory and inference, often taught separately, are here united in one entertaining textbook. These topics lie at the heart of many exciting areas of ...

The Elements of Statistical Learning

by Trevor Hastie, Robert Tibshirani, Jerome Friedman

During the past decade has been an explosion in computation and information technology. With it has come vast amounts of data in a variety of ...