Description: Further DetailsTitle: Bayesian Reasoning and Machine LearningCondition: NewEAN: 9780521518147ISBN: 9780521518147Publisher: Cambridge University PressFormat: HardbackRelease Date: 02/02/2012Item Height: 251mmItem Length: 193mmItem Width: 37mmItem Weight: 1710gAuthor: David BarberLanguage: EnglishDescription: 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.Country/Region of Manufacture: GBGenre: Computing & InternetTopic: Science Nature & MathRelease Year: 2012 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Bayesian Reasoning and Machine Learning
Title: Bayesian Reasoning and Machine Learning
EAN: 9780521518147
ISBN: 9780521518147
Release Date: 02/02/2012
Release Year: 2012
Country/Region of Manufacture: GB
Genre: Computing & Internet
Topic: Science Nature & Math
Number of Pages: 735 Pages
Language: English
Publication Name: Bayesian Reasoning and Machine Learning
Publisher: Cambridge University Press
Item Height: 1.5 in
Subject: Computer Vision & Pattern Recognition, Probability & Statistics / Bayesian Analysis
Publication Year: 2012
Item Weight: 60.5 Oz
Type: Textbook
Item Length: 9.9 in
Subject Area: Mathematics, Computers
Author: David Barber
Item Width: 7.6 in
Format: Hardcover
