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DAMA DMF-1220 Exam Syllabus Topics:

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

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Real DAMA DMF-1220 Exam Questions with Verified Answers

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DAMA Data Management Fundamentals Sample Questions (Q473-Q478):

NEW QUESTION # 473
Data access control can be organized at an individual level or group level, depending on the need.

Answer: A


NEW QUESTION # 474
When developing a Data Governance operating framework, what areas should be considered?

Answer: D


NEW QUESTION # 475
A deliverable in the data security context diagram is the data security architecture.

Answer: A


NEW QUESTION # 476
A goal of metadata management is to manage data related business terminology in order toc

Answer: C


NEW QUESTION # 477
Where does the ethical responsibility lie with respect to managing data to reduce risks of misrepresentation, misuse, or misunderstanding?

Answer: C

Explanation:
Ethical responsibility for data is shared across the organization, as all users must adhere to ethical principles.
The DAMA-DMBOK states: "Ethical data management is a collective responsibility, where everyone who uses or handles data within the organization is accountable for ensuring its ethical use to prevent misrepresentation, misuse, or misunderstanding" (DMBOK2, Chapter 14: Data Handling Ethics, p. 561).
Options A, C, D, and E assign responsibility too narrowly to specific roles or groups.
Reference:DAMA-DMBOK2, Chapter 14: Data Handling Ethics, Section 3.1, p. 561.


NEW QUESTION # 478
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