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portada Bayesian Reasoning and Machine Learning
Type
Physical Book
Publisher
Author
Topic
general; computer vision & pattern recognition
Year
2012
Language
English
Pages
735
Format
Hardcover
ISBN
0521518148
ISBN13
9780521518147
Edition No.
1
Categories

Bayesian Reasoning and Machine Learning

David Barber (Author) · Cambridge University Press · Hardcover

Bayesian Reasoning and Machine Learning - David Barber

New Book Imported to Taiwan
Delivery: 02 Sep - 09 Sep Shipping: 2 to 2 business days.
NT$ 3,749
NT$ 3,749

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Synopsis "Bayesian Reasoning and Machine Learning "

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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