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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&Programming Collective Intelligence: Building Smart Web 2.0 Applications# kindle
& 0 applications to mine the enormous amount of data created by people on the Internet%Programming Collective Intelligence: Building Smart Web 2.0 Applications# first edition
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& 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%Programming Collective Intelligence: Building Smart Web 2.0 Applications# cheap download
% Each algorithm is described clearly and concisely with code that can immediately be used on your web site, blog, Wiki, or specialized application&download Programming Collective Intelligence: Building Smart Web 2.0 Applications# doc
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Collaborative filtering techniques that enable online retailers to recommend products or media

Methods of clustering to detect groups of similar items in a large dataset

Search engine features–crawlers, indexers, query engines, and the PageRank algorithm

Optimization algorithms that search millions of possible solutions to a problem and choose the best one

Bayesian filtering, used in spam filters for classifying documents based on word types and other features

Using decision trees not only to make predictions, but to model the way decisions are made

Predicting numerical values rather than classifications to build price models

Support vector machines to match people in online dating sites Non-negative matrix factorization to find the independent features in adataset

Evolving intelligence for problem solving–how a computer develops its skill by improving its own code the more it plays a game  Each chapter includes exercises for extending the algorithms to make them more powerful#Programming Collective Intelligence: Building Smart Web 2.0 Applications# audio books
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— Dan Russell, Google

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Programming Collective Intelligence – O’Reilly Media
This fascinating book demonstrates how you can build Web 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 …

Collective Intelligence
Programming Collective. Intelligence. Building Smart Web Applications. Toby
Segaran. Beijing • Cambridge • Farnham • Köln • Paris • Sebastopol • Taipei • …..
Multiplatform and free. Python has a single reference implementation for all the
major platforms and is free for all of them. The code described in this book will …

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23 Aug 2007 … Toby Segaran. Programming Collective Intelligence: Building Smart Web
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Summary: Each chapter includes exercises for you, and others collect data to
make sense are made evolving. Each chapter for the preface i’ve, …

Programming Collective Intelligence: Building Smart Web …
Want to tap the power behind search rankings, product recommendations, social
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Programming Collective Intelligence (eBook, PDF) von Toby …
Want to tap the power behind search rankings, product recommendations, social
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Programming Collective Intelligence: Building Smart Web …
This book introduces Web developers to the advanced topic of machine learning
and statistics in a clear and concise way, with easy-to-follow examples and code
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