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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q434-Q439):

NEW QUESTION # 434
The categories of the Data Model Scorecard with the highest weightings include:

Answer: A,C,E


NEW QUESTION # 435
Critical Data is most often used in

Answer: B


NEW QUESTION # 436
Controlling data availability requires management of user entitlements and of structures that technically control access based on entitlements.

Answer: A


NEW QUESTION # 437
Key processing steps for MDM include:

Answer: A,B,C,D,F


NEW QUESTION # 438
Type of Reference Data Changes include:

Answer: A,C,D,F


NEW QUESTION # 439
......

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