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Programming Collective Intelligence: Building Smart Web 2.0 Applications

Programming Collective Intelligence: Building Smart Web 2.0 Applications
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ISBN13: 9780596529321
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Additional Programming Collective Intelligence: Building Smart Web 2.0 Applications Information

Want to tap the power behind search rankings, product recommendations, social bookmarking, and online matchmaking?

This fascinating book demonstrates how 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 behavior in general--all from information that you and others collect every day.



"Toby's book does a great job of breaking down the complex subject matter of machine-learning algorithms into practical, easy-to-understand examples that can immediately be used on your web site, blog, Wiki, or specialized application. Go beyond simple database-backed applications and put the wealth of Internet data to work for you.

I cannot think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for me (an old AI dog) to reinvigorate my knowledge of the details."
-- Dan Russell, Google

"Bravo!

 

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