Courses
This course provides the knowledge and skills to create a Data Warehouse model from an OLTP (On-Line Transaction Processing) system and then design the dimensions and facts for meeting the requirements of the OLAP (On-Line Analytical Processing) system or Data Mart. Presented in a lecture and workshop format, participants will construct star schemas and learn Data Warehouse modeling and design through hands-on techniques and exercises.
This course is for Data Analysts, Data Modelers, Database Administrators, Database Programmers.
Relational Database Design (SYS215), Introduction to Data Warehousing (DATA10), or equivalent experience.
- Understand star schemas and snowflake designs
- Understand dimensional modeling
- Understand dimension outriggers, degenerate dimensions and other variations in the data warehouse model
- Create a star schema
- Determine which dimensions to include in the data warehouse and select the dimension granularity
- Understand the three kinds of fact tables
- Introduction and review of data modeling
- OLTP vs. OLAP
- Star Schemas
- Dimensions and Facts
- Creating Fact Tables
- Outrigger Dimensions
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