The Machine Learning: A Probabilistic Perspective

(Part of the Adaptive Computation and Machine Learning Series)

by Kevin P. Murphy

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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

Related Subjects

Computers Computers & Technology Math Mathematics Science & Math

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The Machine Learning: A Probabilistic Perspective

(Part of the Adaptive Computation and Machine Learning Series)

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