Data Mining and Data Warehousing

Data Mining and Data Warehousing
Author :
Publisher : Cambridge University Press
Total Pages : 514
Release :
ISBN-10 : 9781108585859
ISBN-13 : 110858585X
Rating : 4/5 (85X Downloads)

Book Synopsis Data Mining and Data Warehousing by : Parteek Bhatia

Download or read book Data Mining and Data Warehousing written by Parteek Bhatia and published by Cambridge University Press. This book was released on 2019-06-27 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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, Naïve Bayes classifier, distance metrics, partitioning clustering, associate mining, data marts and operational data store are discussed comprehensively. The textbook is written to cater to the needs of undergraduate students of computer science, engineering and information technology for a course on data mining and data warehousing. The text simplifies the understanding of the concepts through exercises and practical examples. Chapters such as classification, associate mining and cluster analysis are discussed in detail with their practical implementation using Weka and R language data mining tools. Advanced topics including big data analytics, relational data models and NoSQL are discussed in detail. Pedagogical features including unsolved problems and multiple-choice questions are interspersed throughout the book for better understanding.


Data Mining and Data Warehousing Related Books

Data Mining and Data Warehousing
Language: en
Pages: 514
Authors: Parteek Bhatia
Categories: Computers
Type: BOOK - Published: 2019-06-27 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Written in lucid language, this valuable textbook brings together fundamental concepts of data mining and data warehousing in a single volume. Important topics
Encyclopedia of Data Warehousing and Mining
Language: en
Pages: 1382
Authors: Wang, John
Categories: Computers
Type: BOOK - Published: 2005-06-30 - Publisher: IGI Global

DOWNLOAD EBOOK

Data Warehousing and Mining (DWM) is the science of managing and analyzing large datasets and discovering novel patterns and in recent years has emerged as a pa
Data Warehousing and Data Mining Techniques for Cyber Security
Language: en
Pages: 166
Authors: Anoop Singhal
Categories: Computers
Type: BOOK - Published: 2007-04-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

The application of data warehousing and data mining techniques to computer security is an important emerging area, as information processing and internet access
Modern Data Warehousing, Mining, and Visualization
Language: en
Pages: 300
Authors: George M. Marakas
Categories: Business & Economics
Type: BOOK - Published: 2003 - Publisher:

DOWNLOAD EBOOK

For undergraduate/graduate-level Data Mining or Data Warehousing courses in Information Systems or Operations Management Departments electives. Taking a multidi
Data Warehousing Olap And Data Mining
Language: en
Pages: 22
Authors: S. Nagabhushana
Categories: Data mining
Type: BOOK - Published: 2006 - Publisher: New Age International

DOWNLOAD EBOOK

This Book Is Mainly Intended For It Students And Professionals To Learn Or Implement Data Warehousing Technologies. It Experiences The Real-Time Environment And