Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management
* Packed with more than forty percent new and updated material, this edition shows business managers, marketing analysts, and data mining specialists how to harness fundamental data mining methods and techniques to solve common types of business problems
* Each chapter covers a new data mining technique, and then shows readers how to apply the technique for improved marketing, sales, and customer support
* The authors build on their reputation for concise, clear, and practical explanations of complex concepts, making this book the perfect introduction to data mining
* More advanced chapters cover such topics as how to prepare data for analysis and how to create the necessary infrastructure for data mining
* Covers core data mining techniques, including decision trees, neural networks, collaborative filtering, association rules, link analysis, clustering, and survival analysis
- Packed with more than forty percent new and updated material, this edition shows business managers, marketing analysts, and data mining specialists how to harness fundamental data mining methods and techniques to solve common types of business problems
- Each chapter covers a new data mining technique, and then shows readers how to apply the technique for improved marketing, sales, and customer support
- The authors build on their reputation for concise, clear, and practical explanations of complex concepts, making this book the perfect introduction to data mining
- More advanced chapters cover such topics as how to prepare data for analysis and how to create the necessary infrastructure for data mining
- Covers core data mining techniques, including decision trees, neural networks, collaborative filtering, association rules, link analysis, clustering, and survival analysis
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Additional Product Information
- ISBN: 9780471470649
- Brand: N/A
- Reviews: Read Reviews | Write a Review
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| From: Amazon Posted: Jun 01, 2007 Type: User Review |
Excellent book for Data Mining
As a novice to data mining, I was searching for a book that would explain the concepts, NOT mathematical formulas. This text provides the reader with a clear and comprehensive explanation of each concept, provided examples, and the readability is...
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| From: Amazon Posted: May 13, 2007 Type: User Review |
Very Interesting book
I'm very interesting in Data Mining and i think that this book is a good introduction to this field. Thanks Amazon
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| From: Amazon Posted: Dec 28, 2006 Type: User Review |
A must-have book for your technical library
Anyone interested in automating and improving decisions should have this book. It is one of the classic works on data mining and well worth the read.
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| From: Amazon Posted: Sep 08, 2005 Type: User Review |
Excellent introduction
This well-written book is an excellent introduction to the data mining and predictive analytics space. The reader should be comfortable with data and data analysis. The reader, however, does not need any pre-existing knowledge specific to data...
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| From: Amazon Posted: Jun 17, 2005 Type: User Review |
Practical examples not convincing, lack of benchmarking
While the book is easy to read and not too technical, the applications investigated by the authors are too simplistic and not really convincing as to why we should use advanced techniques. It would have been nice to add an additional, more...
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