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 advantages of data warehouse utilization; Demonstrate how to design data warehouse; Analyze the strategy of design and implement data warehouse and why data warehouse is the suitable solution that appropriate to the need
Topics:
- Data Warehouse Concepts
- Data Warehouse Schema
- A Method for Data Warehouse Design
- Online Analytical Processing (OLAP)
- Data Pre-processing and Extraction, Transformation, and Loading
- Conceptual Data Warehouse Design
- Logical Data Warehouse Design
- Physical Data Warehouse Design
- Data Analytics: Exploiting the Data Warehouse
- New Data Warehouse Technologies
- Big Data and NoSQL
- Project
- Project presentation
- A Method for Data Warehouse Design
- Data Warehouse Schema
- Online Analytical Processing (OLAP)
- Data Preprocessing and Extraction, Transformation, and Loading
- Quiz
- Conceptual Data Warehouse Design
- Logical Data Warehouse Design
- Physical Data Warehouse Design
- Data Analytics: Exploiting the Data Warehouse
- Review Materials and Project Collection
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