Pattern Recognition And Machine Learning

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Book Title : Pattern Recognition and Machine Learning
Author : Christopher M. Bishop
Editor : Springer
Release Date : 2016-08-23
Pages : 738
ISBN : 1493938436
Available Language : English, Spanish, And French
Format Available : PDF, ePUB, Mobi
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Description:

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 is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.

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Studyguide For Pattern Recognition And Machine Learning By Bishop Christopher M

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