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Mahout in action /
Mahout in Action is a hands-on introduction to machine learning with Apache Mahout. Following real-world examples, the book presents practical use cases and then illustrates how Mahout can be applied to solve them. Includes free access to audio and video clips at http://www.manning.com/owen/extras/...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Shelter Island, NY :
Manning Publications,
2011.
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 037 | |a CL0500000182 |b Safari Books Online | ||
| 050 | 4 | |a Q325.5 |b .M355 2012 | |
| 082 | 0 | 4 | |a 006.31 |
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| 245 | 0 | 0 | |a Mahout in action / |c Sean Owen [and others]. |
| 260 | |a Shelter Island, NY : |b Manning Publications, |c 2011. | ||
| 300 | |a 1 online resource (1 volume) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 588 | 0 | |a Online resource; title from PDF title page (Safari, viewed Jan. 8, 2013). | |
| 504 | |a Includes bibliographical references and index. | ||
| 520 | |a Mahout in Action is a hands-on introduction to machine learning with Apache Mahout. Following real-world examples, the book presents practical use cases and then illustrates how Mahout can be applied to solve them. Includes free access to audio and video clips at http://www.manning.com/owen/extras/ . About the Technology 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. About this Book 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. This book is written for developers familiar with Java - no prior experience with Mahout is assumed. What's Inside Use group data to make individual recommendations Find logical clusters within your data Filter and refine with on-the-fly classification Free audio and video extras Table of Contents Meet Apache Mahout PART 1 RECOMMENDATIONS Introducing recommenders Representing recommender data Making recommendations Taking recommenders to production Distributing recommendation computations PART 2 CLUSTERING Introduction to clustering Representing data Clustering algorithms in Mahout Evaluating and improving clustering quality Taking clustering to production Real-world applications of clustering PART 3 CLASSIFICATION Introduction to classification Training a classifier Evaluating and tuning a classifier Deploying a classifier Case study: Shop It To Me. | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 630 | 0 | 0 | |a Mahout (Electronic resource) |
| 630 | 0 | 7 | |a Mahout (Electronic resource) |2 fast |
| 650 | 0 | |a Machine learning. | |
| 650 | 0 | |a Web site development. | |
| 650 | 6 | |a Apprentissage automatique. | |
| 650 | 6 | |a Sites Web |x Développement. | |
| 650 | 7 | |a Machine learning |2 fast | |
| 650 | 7 | |a Web site development |2 fast | |
| 700 | 1 | |a Owen, Sean. | |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781935182689/?ar |z Texto completo (Requiere registro previo con correo institucional) |
| 938 | |a ProQuest Ebook Central |b EBLB |n EBL6642643 | ||
| 994 | |a 92 |b IZTAP | ||