Explain the fundamental concepts and characteristics of data warehousing
Differentiate between operational systems and data warehouses
Design a data warehouse using a nine-step method
Apply data transformation and de-normalization techniques
Describe OLAP and multi-dimensional data models
Identify key considerations for building a data warehouse project