Bayesian Reasoning and Machine Learning

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9780521518147: 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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Book Description:

This practical introduction for final-year undergraduate and graduate students is ideally suited to computer scientists without a background in calculus and linear algebra. Numerous examples and exercises are provided. Additional resources available online and in the comprehensive software package include computer code, demos and teaching materials for instructors.

About the Author:

David Barber is Reader in Information Processing in the Department of Computer Science, University College London.

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David Barber
ISBN 10: 0521518148 ISBN 13: 9780521518147
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Descripción Paperback. Estado de conservación: New. This is an International Edition Brand New Paperback Same Title Author and Edition as listed. ISBN and Cover design differs. Similar Contents as U.S Edition. Standard Delivery within 6-14 business days ACROSS THE GLOBE. We can ship to PO Box address in US. International Edition Textbooks may bear a label "Not for sale in the U.S. or Canada" or "For sale in Asia only" or similar restrictions- printed only to discourage students from obtaining an affordable copy. US Court has asserted your right to buy and use International edition. Access code/CD may not provided with these editions. We may ship the books from multiple warehouses across the globe including Asia depending upon the availability of inventory. Printed in English. Customer satisfaction guaranteed. Nº de ref. de la librería U_9780521518147

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2.

Barber, David
Editorial: Cambridge University Press
ISBN 10: 0521518148 ISBN 13: 9780521518147
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Descripción Cambridge University Press. Estado de conservación: New. 0521518148 This is an International Edition. Brand New, Paperback, Delivery within 6-14 business days, Similar Contents as U.S Edition, ISBN and Cover design may differ, printed in Black & White. Choose Expedited shipping for delivery within 3-8 business days. We do not ship to PO Box, APO , FPO Address. In some instances, subjects such as Management, Accounting, Finance may have different end chapter case studies and exercises. International Edition Textbooks may bear a label "Not for sale in the U.S. or Canada" and "Content may different from U.S. Edition" - printed only to discourage U.S. students from obtaining an affordable copy. The U.S. Supreme Court has asserted your right to purchase international editions, and ruled on this issue. Access code/CD is not provided with these editions , unless specified. We may ship the books from multiple warehouses across the globe, including India depending upon the availability of inventory storage. Customer satisfaction guaranteed. Nº de ref. de la librería HU_9780521518147

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ISBN 10: 0521518148 ISBN 13: 9780521518147
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Descripción Cambridge University Press 2012-02-02, Cambridge, 2012. hardback. Estado de conservación: New. Nº de ref. de la librería 9780521518147

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Descripción Cambridge University Press, 2012. HRD. Estado de conservación: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Nº de ref. de la librería FM-9780521518147

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Editorial: CAMBRIDGE UNIVERSITY PRESS, United Kingdom (2012)
ISBN 10: 0521518148 ISBN 13: 9780521518147
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Descripción CAMBRIDGE UNIVERSITY PRESS, United Kingdom, 2012. Hardback. Estado de conservación: New. Language: English . Brand New Book. 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. Nº de ref. de la librería AAU9780521518147

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7.

David Barber
Editorial: CAMBRIDGE UNIVERSITY PRESS, United Kingdom (2012)
ISBN 10: 0521518148 ISBN 13: 9780521518147
Nuevos Tapa dura Cantidad: 1
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The Book Depository US
(London, Reino Unido)
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Descripción CAMBRIDGE UNIVERSITY PRESS, United Kingdom, 2012. Hardback. Estado de conservación: New. Language: English . Brand New Book. 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. Nº de ref. de la librería AAU9780521518147

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David Barber
Editorial: Cambridge University Press 2012-02-02 (2012)
ISBN 10: 0521518148 ISBN 13: 9780521518147
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Descripción Cambridge University Press 2012-02-02, 2012. Hardcover. Estado de conservación: New. Nº de ref. de la librería NU-GRD-04818366

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ISBN 10: 0521518148 ISBN 13: 9780521518147
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Descripción 2012. HRD. Estado de conservación: New. New Book. Shipped from US within 10 to 14 business days. Established seller since 2000. Nº de ref. de la librería KS-9780521518147

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