Pattern Recognition and Machine Learning (Informat…

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This is the 1st textbook on sample recognition to existing the Bayesian viewpoint. The guide provides approximate inference algorithms that permit fast approximate solutions in situations where exact solutions are not feasible. It takes advantage of graphical models to describe probability distributions when no other guides utilize graphical models to machine studying. No preceding expertise of sample recognition…

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Pattern Recognition And Machine Learning


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Author by : Christopher M. Bishop
Languange Used : en
Release Date : 2016-08-23
Publisher by : Springer

This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approxi

Pattern Recognition And Machine Learning


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Author by : Christopher M. Bishop
Languange Used : en
Release Date : 2006-08-17
Publisher by : Springer Verlag

The field of pattern recognition has undergone substantial development over the years. This book reflects thes

Pattern Recognition And Machine Learning


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Author by : Christopher M. Bishop
Languange Used : en
Release Date : 2006-08-17
Publisher by : Springer Verlag

This is the first text on pattern recognition to present the Bayesian viewpoint, one that has become increasin

Information Theory Inference And Learning Algorithms


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Author by : David J. C. MacKay
Languange Used : en
Release Date : 2003-09-25
Publisher by : Cambridge University Press

Fun and exciting textbook on the mathematics underpinning the most dynamic areas of modern science and enginee

Pattern Recognition And Machine Learning


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Author by : Y. Anzai
Languange Used : en
Release Date : 2012-12-02
Publisher by : Elsevier

This is the first text to provide a unified and self-contained introduction to visual pattern recognition and

A First Course In Machine Learning


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Author by : Simon Rogers
Languange Used : en
Release Date : 2015-09-15
Publisher by : CRC Press

A First Course in Machine Learning covers the core mathematical and statistical techniques needed to understan

Machine Learning And Data Mining In Pattern Recognition


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Author by : Petra Perner
Languange Used : en
Release Date : 2003-06-26
Publisher by : Springer

The field of machine learning and data mining in connection with pattern recognition enjoys growing popularity

Bayesian Reasoning And Machine Learning


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Author by : David Barber
Languange Used : en
Release Date : 2012-02-02
Publisher by : Cambridge University Press

A practical introduction perfect for final-year undergraduate and graduate students without a solid background

Pattern Recognition And Neural Networks


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Author by : Brian D. Ripley
Languange Used : en
Release Date : 2007
Publisher by : Cambridge University Press

Ripley brings together two crucial ideas in pattern recognition: statistical methods and machine learning via

Machine Learning


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Author by : Kevin P. Murphy
Languange Used : en
Release Date : 2012-08-24
Publisher by : MIT Press

A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying ap

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