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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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Manufacturer: O'Reilly Media
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Programming Collective Intelligence: Building Smart Web 2.0 Applications Features

ISBN13: 9780596529321
Condition: NEW
Notes: Brand New from Publisher. No Remainder Mark.
 

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Additional Programming Collective Intelligence: Building Smart Web 2.0 Applications Information

With the sophisticated algorithms in this book, you can build Web 2.0 applications to mine the 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. With the sophisticated algorithms in this book, you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet. 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.

Each algorithm is described clearly and concisely with code that can immediately be used on your web site, blog, Wiki, or specialized application. 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 behavior in general--all from information that you and others collect every day. This book explains:

  • Collaborative filtering techniques that enable online retailers to If I had this book two years ago, it would have saved precious time going down some fruitless paths."
    -- Dan Russell, Google

    "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.

    This book explains:

    • Collaborative filtering techniques that enable online retailers to If I had this book two years ago, it would have saved precious time going down some fruitless paths."
      -- Dan Russell, Google

      "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 be directly applied to analysis of social interaction across the Web today.

 

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