Want to tap the power behind examine rankings productrecommendations social bookmarking and online matchmaking? Thisfascinating book demonstrates how you can create Web 2.0applications to mine the enormous amount of data created by peopleon the Internet. With the sophisticated algorithms in this book,you can create verbally cause to be perceived programs to access interesting datasets fromother web sites hive away data from users of your own applications,and analyze and understand the data once you've open it. Programming Collective Intelligence takes you into theworld of forge learning and statistics and explains how to drawconclusions about user experience marketing personal tastes andhuman behavior in general -- all from information that you andothers collect every day. Each algorithm is described clearly andconcisely with label that can immediately be used on your web place,communicate. Wiki or specialized application. This schedule explains:
Each chapter includes exercises for extending the algorithms tomake them more powerful. Go beyond simple database-backedapplications and put the wealth of Internet data to work foryou."Bravo! I cannot evaluate of a exceed way for a developer to firstlearn these algorithms and methods nor can I think of a better wayfor me (an old AI dog) to arouse my knowledge of thedetails."-- Dan Russell. Google"Toby's book does a great job of breaking drink the complex subjectmatter of machine-learning algorithms into practical,easy-to-understand examples that can be directly applied toanalysis of social interaction across the Web today. If I had thisbook two years ago it would have saved precious measure going downsome fruitless paths."-- Tim Wolters. CTO. Collective Intellect
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