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 ...
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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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Seller's Description:
Fair. This item is worn. Signs of wear may include aesthetic issues such as scratches, dents and worn corners. All pages and the cover are intact, but the dust cover may be missing. Pages may include moderate to heavy number of notes and highlighting, but the text is not obscured or unreadable.
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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!
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Seller's Description:
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!
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Good. Exact ISBN match. Immediate shipping. No funny business. Pics available upon request. Contains: Line drawings, Halftones, Tables, black & white, Unspecified. 287 b/w illus. 1 table 260 exercises. Intended for professional and scholarly audience.
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New in new dust jacket. International Edition, Paperback, Brand New, ISBN and Cover image may differ but contents similar to U.S. Edition, Printed in Black & White. End Chapter Exercises may differ. No CD/Access code. Legal to use despite any disclaimer, We ship to PO, APO and FPO adresses in U.S.A. Choose Expedited Shipping for FASTER DELIVERY. Customer Satisfaction Guaranteed.
