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What is Data Warehousing?
A Data Warehouse is a central place that stores large amounts of historical data from different systems for analysis and decision-making.
What are the typical layers of Data Warehouse Architecture?
1. Data Sources
Databases, APIs, logs, ERP systems
2. ETL Layer (Extract, Transform, Load)
Cleans and integrates data
3. Data Storage (Warehouse)
Structured, historical data
4. Presentation Layer (reports)
BI tools, dashboards, OLAP
What does the Star Schema contain?
One Fact Table in the center
Multiple Dimension Tables around it
What are the Star Schema dimensions?
Product (name, category)
Customer (region, age)
Date (day, month, year)