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DAMA Data Management Fundamentals (DMF) is an exam developed by the Data Management Association (DAMA), a professional organization that certifies database administrators. The exam tests candidates in four areas: database design and implementation, SQL tuning, database security and performance management.
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Reference: https://www.dama.org/cpages/cdmp-information
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Security | 10% | - Access control - Security principles - Privacy and protection |
| Topic 2: Data Storage and Operations | 8% | - Storage technologies - Data lifecycle management - Database operations |
| Topic 3: Reference and Master Data | 5% | - Management processes - Definitions and purpose |
| Topic 4: Data Modeling and Design | 10% | - Modeling standards and methods - Conceptual, logical, physical models |
| Topic 5: Data Governance | 15% | - Compliance and ethics - Governance framework and policies - Data stewardship |
| Topic 6: Metadata Management | 8% | - Types of metadata - Metadata repositories - Metadata lifecycle |
| Topic 7: Data Integration and Interoperability | 10% | - Data exchange standards - ETL and ELT processes - Integration patterns |
| Topic 8: Data Management Concepts | 10% | - DAMA-DMBOK framework - Definitions and principles - Data management roles and responsibilities |
| Topic 9: Data Architecture | 12% | - Enterprise data architecture - Data modeling and design - Architecture components and layers |
| Topic 10: Data Quality | 12% | - Data cleansing - Assessment and improvement - Quality dimensions |
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