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Last Updated: Aug 08, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Quality Fundamentals | 20% | - Definition of Data Quality - Dimensions of Data Quality (completeness, accuracy, consistency, timeliness, validity) - Data Quality in the Data Lifecycle |
| Topic 2: Data Quality Governance | 15% | - Continuous Monitoring - Policies and Procedures - Data Stewardship - Data Quality Roles and Responsibilities |
| Topic 3: Data Quality Frameworks and Standards | 20% | - DAMA DMBOK Framework - Other Industry Standards - ISO 8000 (Data Quality) |
| Topic 4: Data Quality Assessment and Measurement | 25% | - Metrics and KPIs - Root Cause Analysis - Profiling Techniques - Benchmarking |
| Topic 5: Data Quality Improvement | 20% | - Data Cleansing Techniques - Data Enrichment - Validation Rules - Standardization |
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