Machine Learning: A Probabilistic Perspective (Adaptive Computation and Machine Learning series)

Murphy, Kevin P.

ISBN 10: 0262018020 / ISBN 13: 9780262018029

Published by The MIT Press, 2012

About this Item

Like New. Seller Inventory # ERICA77302620180206

Bibliographic Details

Title: Machine Learning: A Probabilistic ...

Publisher: The MIT Press

Publication Date: 2012

Binding: Hardcover

Condition: Like New

Book Type: book

About this title

Synopsis:

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 field of machine learning, based on a unified, probabilistic...

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