Programming Collective Intelligence Building Smart Web 2. 0 Applications

Name: Programming Collective Intelligence Building Smart Web 2. 0 Applications
Price: 2.96 USD
Availability: InStock
ISBN: 9780596529321

ISBN-10: 0596529325

ISBN-13: 9780596529321

Edition: 2007

Authors: Toby Segaran

List price: $39.99

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Description:

Want to tap the power behind search rankings, product recommendations, social bookmarking, and online matchmaking? This fascinating book demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet. With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you've found it.Programming Collective Intelligence takes you into the world of machine learning and statistics, and explains how to draw conclusions about user experience, marketing, personal tastes, and human…

Book details

List price: $39.99
Copyright year: 2007
Publisher: O'Reilly Media, Incorporated
Publication date: 8/26/2007
Binding: Paperback
Pages: 362
Size: 7.00" wide x 9.25" long x 1.00" tall
Weight: 1.540
Language: English



Praise for Programming Collective Intelligence


Preface



Introduction to Collective Intelligence



Making Recommendations



Discovering Groups



Searching and Ranking



Optimization



Document Filtering



Modeling with Decision Trees



Building Price Models



Advanced Classification: Kernel Methods and SVMs



Finding Independent Features



EVOLVING INTELLIGENCE



Algorithm Summary


Third-Party Libraries


Mathematical Formulas


Colophon