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Title Allgorithms of the intelligent web / Douglas G. McIlwraith, Haralambos Marmanis, Dmitry Babenko.
Imprint Shelter Island, NY : Manning Publications Co., [2016]


 Internet  Electronic Book    AVAILABLE
Edition Second edition.
Description 1 online resource (1 volume) : illustrations
Bibliog. Includes bibliographical references and index.
Note Available only to authorized UTEP users.
Online resource; title from title page (Safari, viewed October 4, 2016).
Subject Computer algorithms.
Web site development.
Artificial intelligence.
Contents 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.
Summary 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.
Other Author Marmanis, Haralambos, 1970- author.
Babenko, Dmitry, author.
Other Title Erscheint auch als: Druck-Ausgabe 9781617292583
Other Title Algorithms of the intelligent web