McIlwraith, Douglas creator author. Marmanis, Haralambos 1970- author. Babenko, Dmitry author. text nyu New York Manning Publications c2016 2016 Second edition. monographic eng

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xviii, 222 pages : illustrations ; 24 cm 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. 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. Douglas G. McIlwraith, Haralambos Marmanis, Dmitry Babenko. Includes index. Computer algorithms Web site development Artificial intelligence Artificial intelligence Computer algorithms Web site development QA76.9.A43 M37 2016 006.76 1617292583 9781617292583 2016439728 YDXCP 170210 20220331072702.0 19488871 eng