Pattern Recognition and Machine Learning

Bishop, Christopher M.

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ISBN 10: 0387310738 ISBN 13: 9780387310732

Published by Springer New York, 2006

Language: English

Condition: Used - Good Hardcover

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Bibliographic Details

Title: Pattern Recognition and Machine Learning

Publisher: Springer New York

Publication Date: 2006

Binding: Hardcover

Condition: Good

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This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It uses graphical models to describe probability distributions when no other books apply graphical models to machine learning. No previous knowledge of pattern recognition or machine learning concepts is assumed. Familiarity with multivariate calculus and basic linear algebra...

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Pattern Recognition and Machine Learning

Bishop, Christopher M.

Used - Hardcover

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