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Book synopsis

A computer system that learns and adapts as it collects data can be really powerful. Mahout, Apache's open source machine learning project, captures the core algorithms of recommendation systems, classification, and clustering in ready-to-use, scalable libraries. With Mahout, you can immediately apply to your own projects the machine learning techniques that drive Amazon, Netflix, and others.§§This book covers machine learning using Apache Mahout. Based on experience with real-world applications, it introduces practical use cases and illustrates how Mahout can be applied to solve them. It places particular focus on issues of scalability and how to apply these techniques against large data sets using the Apache Hadoop framework.

Book details

Book category Books in English Computing & information technology Computer programming / software development Algorithms & data structures

• Full title: Mahout in Action
• Author: Sean Owen
• Language: English
• Binding: Paperback
• Number of pages: 375
• EAN: 9781935182689
• ISBN: 1935182684
• ID: 04355738
• Publisher: Manning Publications
• Weight: 706 g
• Dimensions: 233 × 189 × 21 mm
• Date of publishing: 15. July 2011

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