Data Mining and Data Warehousing

By (author) Mourya, S. K.; By (author) Gupta, Shalu

Data mining (if you haven't heard of it before), is the "Automated Extraction of Hidden Predictive Information from Databases." This book discusses in a step by step approach instructions for the entire data modeling process, with special emphasis on the business knowledge necessary for effective results giving quick introductions to database and data mining concepts with particular emphasis on data analysis followed by concepts and techniques that underlie classification, prediction, association, and clustering. These topics are presented with examples and algorithms for each problem. The Socratic presentation style is both very readable and very informative. The purpose of this book is to serve as a handbook for analysts, data miners, and marketing managers at all levels.

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[目次]

  • Foreword / Preface / Introduction / Data Mining / Statistics & Concept Description in Data Mining / Association Rule Mining / Classification and Prediction / Cluster Analysis / Data Warehousing Concepts / OLAP Technology and Aggregation / Data Mining Security, Backup, Recovery / Glossary.

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この本の情報

書名 Data Mining and Data Warehousing
著作者等 Gupta, Shalu
Mourya, S. K.
出版元 Alpha Science International Ltd.
刊行年月 2012.10.26
ページ数 250p
大きさ H240 x W160
ISBN 9781842657577
言語 英語
出版国 イギリス
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