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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q559-Q564):

NEW QUESTION # 559
Please select the correct general cost and benefit categories that can be applied consistently within an organization.

Answer: A,B,E,F


NEW QUESTION # 560
Which of the following is NOT a type of Data Steward?

Answer: C

Explanation:
Data steward types include Enterprise, Operational, Business, and Executive, based on their scope. The DAMA-DMBOK states: "Data stewards are categorized as Enterprise, Operational, Business, or Executive, depending on their role in managing data across the organization" (DMBOK2, Chapter 3: Data Governance, p. 111). Coordinating is not a recognized type.
Reference:DAMA-DMBOK2, Chapter 3: Data Governance, Section 3.2, p. 111.


NEW QUESTION # 561
A controlled vocabulary is a defined list of explicitly allowed terms used to index, categorize, tag, sort and retrieve content through browsing and searching.

Answer: B


NEW QUESTION # 562
Business activity information is one of the types of data that can be modelled.

Answer: A


NEW QUESTION # 563
Data replication has two dimensions of scaling: diagonal and lateral

Answer: A


NEW QUESTION # 564
......

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