People Innovation Excellence

DATA WAREHOUSE (4/2 Credits)

Learning Outcomes:

On successful completion of this course, students will be able to: Explain the basic concepts, components and architecture of data warehouse; Explain the requirements and how to design data warehouse; Describe the advantages of data warehouse utilization; Analyze the strategy of design and implement data warehouse and why data warehouse is the suitable solution that appropriate to the need.

Topics:

  1. Data Warehousing, Business Intelligence and Dimensional Modeling Primer;
  2. Kimball Dimensional Modeling Techniques Overview;
  3. Retail Sales;
  4. Inventory;
  5. Procurement;
  6. Order Management;
  7. Accounting;
  8. Customer Relationship Management;
  9. Human Resources Management;
  10. Kimball DW/BI Lifecycle Overview;
  11. Dimensional Modeling Process and Tasks;
  12. ETL Subsystems and Techniques;
  13. ETL System Design and Development Process and Tasks.

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