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DAMA DMF-1220 Exam Syllabus Topics:

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

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Exam DAMA DMF-1220 Learning | Certification DMF-1220 Questions

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DAMA Data Management Fundamentals Sample Questions (Q339-Q344):

NEW QUESTION # 339
Measuring the effects of change management on in five key areas including: Awareness of the need to change; Desire to participate and support the change; Knowledge about how to change; Ability to implement new skills and behaviors; and Reinforcement to keep the change in place.

Answer: B


NEW QUESTION # 340
A e-discovery readiness assessment should examine and identify opportunities for the commercial response program.

Answer: B


NEW QUESTION # 341
Device security standards include:

Answer: B,C


NEW QUESTION # 342
One of the difficulties when integrating multiple source systems is:

Answer: B

Explanation:
Integrating multiple source systems is challenging due to the need to identify valid links or equivalences between data elements across systems (e.g., matching customer IDs). The DAMA-DMBOK states: "A key challenge in data integration is determining equivalences between data elements from disparate sources, requiring mapping and transformation to ensure consistency" (DMBOK2, Chapter 13: Data Integration and Interoperability, p. 513).
Options A, C, D, and E are challenges but less central: documentation (A) is operational, modifying systems (C) is often impractical, universal rules (D) are difficult but secondary, and architecture timing (E) is project- related.
Reference:DAMA-DMBOK2, Chapter 13: Data Integration and Interoperability, Section 3.2, p. 513.


NEW QUESTION # 343
What are the primary drivers of data security activities?

Answer: A,B


NEW QUESTION # 344
......

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