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Linoff, Gordon S.

Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management

Linoff, Gordon S. - Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management, ebook

49,60€

Ebook, PDF with Adobe DRM
ISBN: 9781118087503
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Printing266 pages with an additional page accrued every 3 hours, capped at 266 pages
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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 problems
  • Covers a new data mining technique in every chapter along with clear, concise explanations on how to apply each technique immediately
  • Touches on core data mining techniques, including decision trees, neural networks, collaborative filtering, association rules, link analysis, survival analysis, and more
  • Provides 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.

Keywords: Database & Data Warehousing Technologies, Data mining, data mining techniques, examples of data mining techniques, guide to data mining, guide to data mining techniques, introduction to data mining techniques, data mining methods, introduction to data mining methods, how to use data mining, data mining best practices, new data mining techniques, new data mining methods, how to perform data mining, Michael berry, Gordon linoff, new edition of data mining techniques

Author(s)
 
Publisher
John Wiley and Sons, Inc.
Publication year
2011
Language
en
Edition
3
Page amount
888 pages
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9781118087503
Printed ISBN
9780470650936

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