Information Theory, Inference and Learning Algorithms

by David J.C. MacKay

Book Overview

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 contemporary science and engineering - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics, and cryptography. This textbook introduces theory in tandem with applications. Information theory is taught alongside practical...

• Format: Hardcover
• Language: English
• ISBN: 0521642981
• ISBN13: 9780521642989
• Release Date: September 2003
• Publisher: Cambridge University Press
• Length: 640 Pages
• Weight: 3.43 lbs.
• Dimensions: 1.5" x 7.8" x 9.8"