The Machine Learning: A Probabilistic Perspective

by Kevin P. Murphy

Book Overview

A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach.

Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the...

• Format: Hardcover
• Language: English
• ISBN: 0262018020
• ISBN13: 9780262018029
• Release Date: August 2012
• Publisher: MIT Press
• Length: 1104 Pages
• Weight: 4.40 lbs.
• Dimensions: 1.7" x 8.2" x 9.1"
• Age Range: 18 years and up
• Grade Range: Postsecondary and higher