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Bayesian Reasoning and Machine Learning by Barber, David

Bayesian Reasoning and Machine Learning by Barber, David

Bayesian Reasoning and Machine Learning by Barber, David

Bayesian Reasoning and Machine Learning by Barber, David

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  • Hardcover
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ISBN 10
0521518148
ISBN 13
9780521518147
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About This Item

ISBN: 9780521518147

CAMBRIDGE UNIVERSITY PRESS | 15 February 2019

Hardback | 735 pages 

Machine learning methods extract value from vast data sets quickly and with modest resources. They are established tools in a wide range of industrial applications, including search engines, DNA sequencing, stock market analysis, and robot locomotion, and their use is spreading rapidly. People who know the methods have their choice of rewarding jobs. This hands-on text opens these opportunities to computer science students with modest mathematical backgrounds. It is designed for final-year undergraduates and master's students with limited background in linear algebra and calculus. Comprehensive and coherent, it develops everything from basic reasoning to advanced techniques within the framework of graphical models. Students learn more than a menu of techniques, they develop analytical and problem-solving skills that equip them for the real world. Numerous examples and exercises, both computer based and theoretical, are included in every chapter. Resources for students and instructors, including a MATLAB toolbox, are available online.

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Bookseller
Pentz Booksellers ZA (ZA)
Bookseller's Inventory #
9780521518147
Title
Bayesian Reasoning and Machine Learning by Barber, David
Book Condition
Used
Binding
Hardcover
ISBN 10
0521518148
ISBN 13
9780521518147
Publisher
Cambridge University Press
This edition first published
2012-03

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