Description
New Age International (P) Ltd., Publishers Data Mining And Warehousing by S Prabhu ,N. Venkatesan
Data Mining is the process of analyzing large amount of data in search of previously undiscovered business patterns. Data Warehousing is a relational/multidimensional database that is designed for Query and Analysis rather than Transaction Processing.
This book provides a systematic introduction to the principles of Data Mining and Data Warehousing. It covers the entire range of data mining algorithms (prediction, classification, and association), data mining products and applications, stages of implementing process in detail. It gives an overall idea about ETL tools, Software Products, Schemas, Partition, Back up, Recovery and Tuning. It should be useful to undergraduate and postgraduate students of Computer Science and Information Technology. It will be useful for practitioners and research scholars. It also addresses the trade off between OLAP and OLTP. It includes more than 120 frequently-asked questions for self-testing.
The salient features of this book are:
Useful for the beginners of data mining and data warehousing designers
Learn the data mining fundamentals and techniques
Helps in learning the fundamentals of data warehousing technology
Helpful tricks and tips for data warehouse design and selecting tools
Very comprehensive and lucid style.
Covers all of the data mining and data warehousing topics and algorithms
The depth of coverage of each topic is exactly right and appropriate