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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q493-Q498):

NEW QUESTION # 493
Data architect: A senior analyst responsible for data architecture and data integration.

Answer: A


NEW QUESTION # 494
Compound authorization groups provide a means to:

Answer: D


NEW QUESTION # 495
SSD is the abbreviation for Solid State Dimension.

Answer: A


NEW QUESTION # 496
Data governance program must contribute to the organization by identifying and delivering on specific benefits.

Answer: A


NEW QUESTION # 497
The key architecture domains include:

Answer: D


NEW QUESTION # 498
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