It experiences the real-time environment and promotes planning, managing, designing, implementing, supporting, maintaining and analyzing data warehouse in organizations and it also provides various mining techniques as well as issues in practical use of Data Mining Tools. The book is designed for th
Data Mining and Data Warehousing
β Scribed by S.K. Mourya; Shalu Gupta
- Publisher
- Alpha Science International
- Year
- 2012
- Tongue
- English
- Leaves
- 204
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
Data mining (if you havenβt heard of it before), is the βAutomated Extraction of Hidden Predictive Information from Databases.β 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.
β¦ Subjects
Data mining.; COM021030; NON000000; NON000000
π SIMILAR VOLUMES
..first comprehensive guide to provide practical, step-by- step directions for designing and delivering data- warehousing and mining applications in a telecommunications environment.
Written in lucid language, this valuable textbook brings together fundamental concepts of data mining and data warehousing in a single volume. Important topics including information theory, decision tree, NaΓ―ve Bayes classifier, distance metrics, partitioning clustering, associate mining, data marts