Description: Bayesian Reasoning and Machine Learning, Hardcover by Barber, David, ISBN 0521518148, ISBN-13 9780521518147, Like New Used, Free P&P in the UK "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 MATLABtoolbox, are available online"--
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Book Title: Bayesian Reasoning and Machine Learning
Number of Pages: 735 Pages
Language: English
Publication Name: Bayesian Reasoning and Machine Learning
Publisher: Cambridge University Press
Publication Year: 2012
Subject: Computer Science, Mathematics
Item Height: 251 mm
Item Weight: 1710 g
Type: Textbook
Author: David Barber
Item Width: 193 mm
Format: Hardcover
