Data warehousing Basics 
Why Data Warehouses? 
What is the DSS? 
OLTP vs DW 
DW Implementations 
Centralized approach 
Data mart centric 
DW Architecture 
Operational data store 
Data mart centric 
Enterprise data warehouse architectures. 
Usage of Staging database
De-normalization concept
Dimensions and Facts in Data Warehousing world
Star Schema
Snow Flake Schema
Dimensional Modeling 
SCD1 – Business scenario and usage 
SCD2 – Business scenario and usage 
SCD3 – Business scenario and usage 
Facts 
Fact Table 
Fact Less Fact 
Measure Types (Fully, Semi and Non Additive) 
Different types of loading process (Design and execution tips) 
Full Load 
Delta Load 
ETL (Extract, Transform and Loading) 
Extract process 
Transformation process 
Loading process 
BI (Business Intelligence) 
OLAP and the types of OLAP 
Static Reporting 
Ad hoc Reporting 
Cubes and usage 
Data Mining 
Hierarchies 
Drill up, drill down, drill across and drill through 
BI Metadata. 
Meta Data in Data warehousing
Monday, March 31, 2008
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