DMF-1220 Free Sample Questions | DMF-1220 Verified Answers

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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA DMF-1220 Verified Answers | DMF-1220 Latest Exam Forum

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DAMA Data Management Fundamentals Sample Questions (Q698-Q703):

NEW QUESTION # 698
The warehouse has a set of storage areas, including:

Answer: A,B,D,E,F


NEW QUESTION # 699
Data modelling tools and model repositories are necessary for managing the enterprise data model in all levels.

Answer: B


NEW QUESTION # 700
A design approach for managing the risk of errors in data marts is:

Answer: D


NEW QUESTION # 701
The TOGAF framework does NOT include a(n):

Answer: C

Explanation:
TOGAF (The Open Group Architecture Framework) includes a business focus, enterprise continuum, metamodel, and methods, but it does not define a specific maturity model. The DAMA-DMBOK notes:
"TOGAF provides a framework with a business focus, enterprise continuum, metamodel for content, and methods for architecture development, but maturity models are typically external or organization-specific" (DMBOK2, Chapter 4: Data Architecture, p. 159).
Options A, B, C, and D are core TOGAF components, making E the correct answer.
Reference:DAMA-DMBOK2, Chapter 4: Data Architecture, Section 5.1, p. 159.


NEW QUESTION # 702
The minority of operational metadata is generated as data is processed.

Answer: A


NEW QUESTION # 703
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