Data Mining and Data Warehousing

S.K. Mourya, Shalu Gupta (Autoren)

Buch | Hardcover

214 Seiten

2013
Alpha Science International Ltd (Verlag)
978-1-84265-757-7 (ISBN)

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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.

S. K. Mourya / Shalu Gupta Department of Computer Science and Engineering MGM's College of Engineering and Technology A-9, Sector 62, NOIDA, Gautam Budh Nagar

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.

Erscheint lt. Verlag	30.1.2013
Verlagsort	Oxford
Sprache	englisch
Maße	160 x 240 mm
Gewicht	550 g
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
ISBN-10	1-84265-757-7 / 1842657577
ISBN-13	978-1-84265-757-7 / 9781842657577
Zustand	Neuware