Very Good condition. A copy that may have a few cosmetic defects. May also contain light spine creasing or a few markings such as an owner's name, short gifter's inscription or light stamp.

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Bibliographic Details

Title: Mahout in Action
Publisher: Manning
Publication Date: 2011
Language: English
ISBN 10: 1935182684
ISBN 13: 9781935182689
Binding: Soft cover
Condition: Very Good

About this title

Synopsis

HIGHLIGHT

The first and only book on Apache Mahout, an open source tool for

leveraging machine learning techniques in large-scale applications.

DESCRIPTION

To benefit from prior experience in the use of a website, machine

learning techniques are increasingly used. The Apache Mahout project

is focused on three types of machine learning that are of particular

interest to modern web developers―recommendation systems,

classification, and clustering.

Through real-world examples, Mahout in Action introduces the sorts of

problems that these techniques are appropriate for, and then illustrates

how Mahout can be applied to solve them. It places particular focus on

issues of scalability, and how to apply these techniques at very large

scale with the Apache Hadoop framework.

KEY POINTS

This book assumes familiarity with Java, and some basic grounding in

machine learning techniques.

• First and only book devoted to Apache Mahout

• Practical insights from industry practitioners

• Real-world examples

• Discussion of large-scale implemetation with Hadoop

About the Author

Sean 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.

"About this title" may belong to another edition of this title.

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