Mahout in Action![]() Sean Owen and Robin Anil MEAP Began: December 2009 Softbound print: Fall 2010 | 375 pages ISBN: 9781935182689 |
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Table of Contents, MEAP Chapters & Resources
| Table of Contents | Resources |
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1. Meet Mahout - FREE
Part I - Recommendations 2. Introducing Recommenders - AVAILABLE 3. Representing Data - AVAILABLE 4. Making Recommendations - AVAILABLE 5. Taking Recommenders to production - AVAILABLE 6. Distributing Recommendation Computations - AVAILABLE Part 2 Clustering 7. Introduction to Clustering - AVAILABLE 8. Running the clustering algorithms in Mahout 9. Understanding the quality of your clusters 10. Taking clustering to the next level 11. Real world applications of clustering Part 3 Classification 12. Introduction to classification 13. Power of the naive classifier 14. Multiclass classification 15. Classifier evaluation 16. Tuning your classifier for greater accuracy and performance 17. Bringing classifier to the real world |
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About the Early Access Version
This Early Access version of Mahout in Action enables you to receive new chapters as they are being written. You can also interact with the authors to ask questions, provide feedback and errata, and help shape the final manuscript on the Author Online
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