Block 1 – Data Warehouse Fundamentals and Architecture
Fundamentals of Data Warehouse
Data Warehouse Architecture
Dimensional Modeling
Block 2 – ETL, OLAP and Trends
Extract, Transform and Loading
Introduction to Online Analytical Processing
Trends in Data Warehouse
Block 3 – Data Mining Fundamentals and Frequent Pattern Mining
Data Mining – An Introduction
Data Preprocessing
Mining Frequent Patterns and Associations
Block 4 – Classification, Clustering and Web Mining
Classification
Clustering
Text and Web Mining
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