02401cam a22004097i 4500 19488871 AUA.1 20220331072702.0 170210s2016 nyua 001 0 eng d 2016439728 1617292583 9781617292583 (OCoLC)ocn923357525 YDXCP eng YDXCP rda OCLCQ UUM OCLCO JRZ OCLCF HF9 DLC lccopycat QA76.9.A43 M37 2016 006.76 23 McIlwraith, Douglas, author. Algorithms of the intelligent web / Douglas G. McIlwraith, Haralambos Marmanis, Dmitry Babenko. Second edition. New York: Manning Publications, c2016 xviii, 222 pages : illustrations ; 24 cm Includes index. Building applications for the intelligent web -- Extracting structure from data : clustering and transforming your data -- Recommending relevant content -- Classification : placing things where they belong -- Case study : click prediction for online advertising -- Deep learning and neural networks -- Making the right choice -- The future of the intelligent web. Algorithms of the Intelligent Web, Second Edition teaches you how to create machine learning applications that crunch and wrangle data collected from users, web applications, and website logs. In this totally revised edition, you'll look at intelligent algorithms that extract real value from data. Key machine learning concepts are explained with code examples in Python's scikit-learn. This book guides you through algorithms to capture, store, and structure data streams coming from the web. You'll explore recommendation engines and dive into classification via statistical algorithms, neural networks, and deep learning. -- Provided by publisher. Computer algorithms. Web site development. Artificial intelligence. Artificial intelligence. fast Computer algorithms. fast Web site development. fast Marmanis, Haralambos, 1970- author. Babenko, Dmitry, author. 7 cbc copycat 2 ncip 20 y-gencatlg lcc BOOK QA 76.9 .A43 M37 2016 23367 23367 0 0 lcc 0 0 Books AUA.1 AUA.1 GS 2022-03-31 Donation, Willard Munger 15.00 AUA25940 QA 76.9 .A43 M37 2016 AUA25940 2022-03-31 00:00:00 15.00 2022-03-31 BOOK