Synopsis
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.
"synopsis" may belong to another edition of this title.
About the Author
David Barber is Reader in Information Processing in the Department of Computer Science, University College London.
"About this title" may belong to another edition of this title.
Other Popular Editions of the Same Title
Search results for Bayesian Reasoning and Machine Learning
Stock Image
Bayesian Reasoning and Machine Learning
Published by
Cambridge University Press, 2012
ISBN 10: 0521518148
ISBN 13: 9780521518147
Used
Hardcover
Seller: HPB-Red, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: Acceptable. Connecting readers with great books since 1972. Used textbooks may not include companion materials such as access codes, etc. May have condition issues including wear and notes/highlighting. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_438715084
Stock Image
Bayesian Reasoning and Machine Learning
Published by
Cambridge University Press, 2012
ISBN 10: 0521518148
ISBN 13: 9780521518147
Used
Hardcover
Seller: HPB-Red, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_420459966
Seller Image
Bayesian Reasoning and Machine Learning
Published by
Cambridge University Press, 2012
ISBN 10: 0521518148
ISBN 13: 9780521518147
Used
Hardcover
Seller: Goodwill Books, Hillsboro, OR, U.S.A.
Seller rating 5 out of 5 stars
Condition: good. Signs of wear and consistent use. Seller Inventory # GICWV.0521518148.G
Stock Image
Bayesian Reasoning and Machine Learning
Published by
Cambridge University Press, 2012
ISBN 10: 0521518148
ISBN 13: 9780521518147
Used
Paperback
Seller: WorldofBooks, Goring-By-Sea, WS, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: Very Good. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged. Seller Inventory # GOR007329210
Buy Used
US$ 24.90
Shipping:
US$ 7.29
From United Kingdom to U.S.A.
Quantity: 1 available
Stock Image
Bayesian Reasoning and Machine Learning
Published by
Cambridge University Press, 2012
ISBN 10: 0521518148
ISBN 13: 9780521518147
Used
Hardcover
Seller: Phatpocket Limited, Waltham Abbey, HERTS, United Kingdom
Seller rating 5 out of 5 stars
Condition: Good. Your purchase helps support Sri Lankan Children's Charity 'The Rainbow Centre'. Ex-library, so some stamps and wear, but in good overall condition. Our donations to The Rainbow Centre have helped provide an education and a safe haven to hundreds of children who live in appalling conditions. Seller Inventory # Z1-J-021-02767
Buy Used
US$ 23.31
Shipping:
US$ 13.85
From United Kingdom to U.S.A.
Quantity: 4 available
Stock Image
Bayesian Reasoning and Machine Learning
Published by
Cambridge University Press, 2012
ISBN 10: 0521518148
ISBN 13: 9780521518147
Used
Hardcover
Seller: Brit Books, Milton Keynes, United Kingdom
Seller rating 5 out of 5 stars
Hardcover. Condition: Used; Good. ***Simply Brit*** Welcome to our online used book store, where affordability meets great quality. Dive into a world of captivating reads without breaking the bank. We take pride in offering a wide selection of used books, from classics to hidden gems, ensuring there is something for every literary palate. All orders are shipped within 24 hours and our lightning fast-delivery within 48 hours coupled with our prompt customer service ensures a smooth journey from ordering to delivery. Discover the joy of reading with us, your trusted source for affordable books that do not compromise on quality. Seller Inventory # 4304483
Buy Used
US$ 27.79
Shipping:
US$ 20.82
From United Kingdom to U.S.A.
Quantity: 1 available
Seller Image
Bayesian Reasoning and Machine Learning
Published by
Cambridge University Press, 2012
ISBN 10: 0521518148
ISBN 13: 9780521518147
New
Hardcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 11970769-n
Seller Image
Bayesian Reasoning and Machine Learning (Hardcover)
Published by
Cambridge University Press, Cambridge, 2012
ISBN 10: 0521518148
ISBN 13: 9780521518147
New
Hardcover
Seller: Grand Eagle Retail, Bensenville, IL, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: new. Hardcover. 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. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9780521518147
Stock Image
Bayesian Reasoning and Machine Learning
Published by
Cambridge University Press, 2012
ISBN 10: 0521518148
ISBN 13: 9780521518147
New
Hardcover
Seller: PBShop.store US, Wood Dale, IL, U.S.A.
Seller rating 5 out of 5 stars
HRD. Condition: New. New Book. Shipped from UK. Established seller since 2000. Seller Inventory # FM-9780521518147
Stock Image
Bayesian Reasoning and Machine Learning
Published by
Cambridge University Press, 2012
ISBN 10: 0521518148
ISBN 13: 9780521518147
New
Hardcover
Seller: PBShop.store UK, Fairford, GLOS, United Kingdom
Seller rating 5 out of 5 stars
HRD. Condition: New. New Book. Shipped from UK. Established seller since 2000. Seller Inventory # FM-9780521518147
Buy New
US$ 89.53
Shipping:
US$ 12.19
From United Kingdom to U.S.A.
Quantity: 15 available