Bayesian Reasoning and Machine Learning by Barber, David
- Usado
- Tapa dura
- Estado
- Ver descripción
- ISBN 10
- 0521518148
- ISBN 13
- 9780521518147
- Librería
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Johannesburg, South Africa
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Sobre este artículo
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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Detalles
- Librería
- Pentz Booksellers
(ZA)
- Inventario del vendedor #
- 9780521518147
- Título
- Bayesian Reasoning and Machine Learning by Barber, David
- Estado del libro
- Usado
- Encuadernación
- Tapa dura
- ISBN 10
- 0521518148
- ISBN 13
- 9780521518147
- Editorial
- Cambridge University Press
- Primera fecha de publicación de esta edición
- 2012-03
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If there are titles not listed, please feel free to contact us for requests as we do offer special orders.
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Pentz Booksellers
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