The Machine Learning: A Probabilistic Perspective
(Part of the Adaptive Computation and Machine Learning Series)
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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
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