Allgorithms 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 da...

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Bibliographische Detailangaben
Hauptverfasser: McIlwraith, Douglas G. (VerfasserIn), Marmanis, Haralambos 1970- (VerfasserIn), Babenko, Dmitry (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Shelter Island, NY Manning Publications Co. [2016]
Ausgabe:Second edition.
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Beschreibung
Zusammenfassung: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.
Beschreibung:Includes bibliographical references and index. - Online resource; title from title page (Safari, viewed October 4, 2016)
Beschreibung:1 online resource (1 volume) illustrations
ISBN:9781617292583
1617292583