Katson Data Mining and Data Warehousing by Udit Agrawal

Content

• Introduction to Data Warehousing

• Data Warehouse Process and Technology

• Client Server Computing

• Designing a Data Warehouse

• Introduction to Data Mining

• Data Preprocessing

• Data Reduction

• Concept Description in Data Mining

• Classification and Predictions

• Clustering Analysis

• Association Rules

• Data Visualization and Overall Perspective

• Data Mining Interface and Security

• Artificial Neural Networks

• Genetic Algorithm Support to Data Mining

• Multimedia and Web Data Mining

• Glossary

• Solved Questions with Answers

• Multiple Choice Questions

• Examination Papers