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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,. | www.it-ebooks.info Building Smart Web 2.0 Applications Programming Collective Intelligence Toby Segaran O REILLY www.it-ebooks.info Praise for Programming Collective Intelligence I review a few books each year and naturally I read a fair number during the course of my work. And I have to admit that I have never had quite as much fun reading a preprint of a book as I have in reading this. Bravo 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 me an old AI dog to reinvigorate my knowledge of the details. Dan Russell Uber Tech Lead Google Toby s book does a great job of breaking down the complex subject matter of machinelearning algorithms into practical easy-to-understand examples that can be used directly to analyze social interaction across the Web today. If I had this book two years ago it would have saved me precious time going down some fruitless paths. Tim Wolters CTO Collective Intellect Programming Collective Intelligence is a stellar achievement in providing a comprehensive collection of computational methods for relating vast amounts of data. Specifically it applies these techniques in context of the Internet finding value in otherwise isolated data islands. If you develop for the Internet this book is a must-have. Paul Tyma Senior Software Engineer Google .
