Data Mining And Data Warehousing

Data Mining And Data Warehousing by Bharat Bhushan Agarwal, Sumit Prakash Tayal

---

Book Summary:

The book 'Data Mining and Data Warehousing' is based on the latest syllabus prescribed by U.P. Technical University, Lucknow, and other universities. This book covers all the details required for the students and is extremely well organized and lucidly written with an approach to explaining the concepts in communicable language.

Salient Feature:

1. It is useful for the beginners of Data Mining and Data Warehousing

2. It focuses on conceptual clarity

3. Precise and clear exposition of the text

4. Assignments and exercises at the end of chapters allow the student to test their understanding of the material.

5. The inner strength of this book like in a threadbare discussion of several questions selected from various examination papers.

6. It also covers the question papers of the previous year.

Audience of the Book :

This book Useful for BCA, MCA, Computer Science Students.

Table of Content:

1. Introduction to Data Mining

2. Data Pre-processing

3. Application and Future Scope of Data Mining

4. The Knowledge Discovery Process

5. Data Mining Techniques

6. Concept Description

7. Association Rule Mining in Large Databases

8. Classification and Prediction

9. Cluster Analysis

10. Data Warehouse

11. Multidimensional Data Model

12. Data Warehouse Architecture

13. Components of Data Warehouse

14. On-Line Analytical Processing

15. Decision Support System

16. Aggregation

17. Backup and Recovery of Data

18. Performance Tuning and Testing of Data Warehouse

Examination Papers

Index