The leading introductory book on data mining, fully updated and
revised
When Berry and Linoff wrote the first edition of "Data Mining
Techniques" in the late 1990s, data mining was just starting to
move out of the lab and into the office and has since grown to
become an indispensable tool of modern business. This new
edition--more than 50% new and revised-- is a significant update
from the previous one, and shows you how to harness the newest data
mining methods and techniques to solve common business problems.
The duo of unparalleled authors share invaluable advice for
improving response rates to direct marketing campaigns, identifying
new customer segments, and estimating credit risk. In addition,
they cover more advanced topics such as preparing data for analysis
and creating the necessary infrastructure for data mining at your
company. Features significant updates since the previous edition
and updates you on best practices for using data mining methods and
techniques for solving common business problemsCovers a new data
mining technique in every chapter along with clear, concise
explanations on how to apply each technique immediatelyTouches on
core data mining techniques, including decision trees, neural
networks, collaborative filtering, association rules, link
analysis, survival analysis, and moreProvides best practices for
performing data mining using simple tools such as Excel
"Data Mining Techniques, Third Edition" covers a new data mining
technique with each successive chapter and then demonstrates how
you can apply that technique for improved marketing, sales, and
customer support to get immediate results.
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