Mahout in Action by Ellen Friedman, Sean Owen, Ted Dunning, Robin Anil (Paperback, 2011)
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About this product
- Description<B><P>HIGHLIGHT</P></B><P>The first and only book on Apache Mahout, an open source tool for</P><P>leveraging machine learning techniques in large-scale applications.</P><B><P> </P><P>DESCRIPTION</P></B><P>To benefit from prior experience in the use of a website, machine</P><P>learning techniques are increasingly used. The Apache Mahout project</P><P>is focused on three types of machine learning that are of particular</P><P>interest to modern web developers—recommendation systems,</P><P>classification, and clustering.</P><P>Through real-world examples, <I>Mahout in Action </I>introduces the sorts of</P><P>problems that these techniques are appropriate for, and then illustrates</P><P>how Mahout can be applied to solve them. It places particular focus on</P><P>issues of scalability, and how to apply these techniques at very large</P><P>scale with the Apache Hadoop framework.</P><B><P> </P><P>KEY POINTS</P></B><P>This book assumes familiarity with Java, and some basic grounding in</P><P>machine learning techniques.< /P>F<P>• First and only book devoted to Apache Mahout</P>F<P>• Practical insights from industry practitioners</P>F<P>• Real-world examples</P>F<P>• Discussion of large-scale implemetation with Hadoop</P>
- Author BiographySean Owen has been a practicing software engineer for 9 years, most recently at Google, where he helped build and launch Mobile Web search. He joined Apache's Mahout machine learning project in 2008 as a primary committer and works as a Mahout consultant. Robin Anil is a committer at Mahout and works as a full-time Software Engineer at Google.
- Author(s)Ellen Friedman,Robin Anil,Sean Owen,Ted Dunning
- PublisherManning Publications
- Date of Publication12/10/2011
- SubjectComputing: Professional & Programming
- Place of PublicationNew York
- Country of PublicationUnited States
- ImprintManning Publications
- Content NoteIllustrations
- Weight706 g
- Width189 mm
- Height234 mm
- Spine21 mm
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