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IT Certification Bayesian Artificial Intelligence

Posted on 2010-04-12




Name:IT Certification Bayesian Artificial Intelligence
ASIN/ISBN:1584883871
Language:English
File size:51 Mb
Publish Date: 2003-09-25
ISBN: 1584883871
Pages: 392pages
File Type: PDF
Other Info: Chapman & Hall/CRC; 4MB
   IT Certification Bayesian Artificial Intelligence

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Statistical Techniques for Data Analysis, Second Edition

As the power of Bayesian techniques have become more fully realized, the field of artificial intelligence (AI) has embraced Bayesian methodology and integrated it to the point where an introduction to Bayesian techniques is now a core course in many computer science programs. Unlike other books on the subject, Bayesian Artificial Intelligence keeps mathematical detail to a minimum and covers a broad range of topics. The authors integrate all of Bayesian net technology and learning Bayesian net technology and apply them both to knowledge engineering. They emphasize understanding and intuition, but also provide the algorithms and technical background needed for applications. Software, exercises, and solutions are available on the authors' Web site.

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