DAMA DMF-1220 : Data Management Fundamentals

  • Exam Code: DMF-1220
  • Exam Name: Data Management Fundamentals
  • Updated: Aug 20, 2026
  • Q & A: 725 Questions and Answers

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DAMA DMF-1220 Exam Syllabus Topics:

SectionObjectives
Data Management Fundamentals- Data Quality
  • 1. Data quality dimensions
  • 2. Data quality measurement and improvement
  • 3. Data profiling and cleansing
- Data Strategy
  • 1. Data governance strategy
  • 2. Strategic planning process
  • 3. Data management strategy development
- Data Risk Management
  • 1. Risk identification and assessment
  • 2. Risk mitigation strategies
  • 3. Data protection and compliance
- Metadata Management
  • 1. Metadata types and definitions
  • 2. Metadata architecture and repository
  • 3. Metadata standards and integration
- Data Storage and Operations
  • 1. Data storage design principles
  • 2. Database security and access control
  • 3. Database architecture and technology
- Data Governance
  • 1. Governance framework and scope
  • 2. Data quality management
  • 3. Governance bodies and organizational roles
  • 4. Policies, standards, and procedures
- Data Integration and Interoperability
  • 1. ETL/ELT processes
  • 2. Data interoperability standards
  • 3. Data integration techniques
- Data Modeling and Design
  • 1. Normalization and denormalization
  • 2. Conceptual, logical, and physical models
  • 3. Data modeling techniques
- Data Business and Data Management
  • 1. Data management definitions and principles
  • 2. Business drivers and data roles
  • 3. Data management frameworks
- Content and Document Management
  • 1. Records management
  • 2. Unstructured data management
  • 3. Content lifecycle management
- Data Security
  • 1. Data classification and handling
  • 2. Security frameworks and controls
  • 3. Privacy regulations compliance
- Data Architecture
  • 1. Data modeling and design
  • 2. Enterprise data architecture concepts
  • 3. Architecture frameworks and tools
- Data Ethics
  • 1. Ethical principles and practices
  • 2. Responsible AI and algorithmic bias
  • 3. Privacy and consumer protection
- Data Warehousing and Business Intelligence
  • 1. Data warehousing concepts and architectures
  • 2. Reporting and visualization
  • 3. BI and analytics fundamentals
- Master Data and Reference Data
  • 1. MDM and RDM concepts
  • 2. Master data management processes
  • 3. Reference data management

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