DATA MINING AND DATA WAREHOUSING : PRINCIPLES AND PRACTICAL TECHNIQUES
PARTEEK BHATIA
ISBN 10: 1108727743 ISBN 13: 9781108727747
Published by Cambridge University Press, 2019
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Soft cover
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About this Item
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Synopsis:
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.
About the Author: Parteek Bhatia is an associate professor in the department of computer science and engineering at Thapar Institute of Engineering and Technology, Patiala. He has more than twenty years of teaching experience and has published papers in journals. His current research includes natural language processing, machine learning and human computer interface. He has taught courses including data mining and data warehousing, big data analysis and database management system at undergraduate and graduate levels.
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Bibliographic Details
Title: DATA MINING AND DATA WAREHOUSING : ...
Publisher: Cambridge University Press
Publication Date: 2019
Binding: Soft cover
Condition: New
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Data Mining and Data Warehousing: Principles and Practical Techniques
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International Edition
Data Mining and Data Warehousing
Published by
Cambridge University Press, 2019
ISBN 10: 1108727743
ISBN 13: 9781108727747
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Softcover
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Condition: New. Brand New. Soft Cover International Edition. Different ISBN and Cover Image. Priced lower than the standard editions which is usually intended to make them more affordable for students abroad. The core content of the book is generally the same as the standard edition. The country selling restrictions may be printed on the book but is no problem for the self-use. This Item maybe shipped from US or any other country as we have multiple locations worldwide. Seller Inventory # ABNR-310682