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Last Updated: Jul 29, 2026

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DAMA DWBI-1220 Exam Syllabus Topics:

SectionWeightObjectives
ETL / Data Integration20%- Extraction, Transformation, Loading
  • 1. Data transformation and cleansing
    • 2. Data extraction methods
      • 3. Loading strategies
        • 4. ETL tools and automation
          Data Modeling & Design20%- Dimensional Modeling
          • 1. Physical design considerations
            • 2. Slowly Changing Dimensions
              • 3. Hierarchies and attributes
                • 4. Facts and dimensions
                  Data Warehousing Concepts20%- Fundamentals and Architecture
                  • 1. Warehouse schemas: Star, Snowflake, Galaxy
                    • 2. Data warehouse definition and purpose
                      • 3. Enterprise data warehouse architecture
                        • 4. OLTP vs OLAP
                          Data Quality, Governance & Security15%- Operational Aspects
                          • 1. Metadata management
                            • 2. Warehouse maintenance and evolution
                              • 3. Data quality standards
                                • 4. Security and access control
                                  Business Intelligence & Analytics25%- BI Concepts & Solutions
                                  • 1. BI architecture and components
                                    • 2. Data visualization principles
                                      • 3. Ad-hoc query and analysis
                                        • 4. Advanced analytics and predictive modeling
                                          • 5. Reporting and dashboard design
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