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Updated: Aug 06, 2026
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DAMA DWBI-1220 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Architecture & Design | - Data integration architecture - Fact and dimension tables - Star schema and snowflake schema |
| Topic 2: Data Warehousing Foundations | - Data warehouse concepts and principles - Dimensional modeling basics - Operational vs analytical systems |
| Topic 3: ETL / Data Integration | - Data quality in ETL pipelines - Extraction, transformation, and loading processes - Batch vs real-time data processing |
| Topic 4: Data Governance & Quality in DW/BI | - Data quality dimensions - Metadata management - Master data management in BI systems |
| Topic 5: Analytics and Decision Support | - Predictive analytics overview - Descriptive analytics - Data-driven decision making |
| Topic 6: Business Intelligence Systems | - Reporting and dashboards - Self-service BI tools - OLAP concepts |
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