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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q631-Q636):

NEW QUESTION # 631
Data profiling examples include:

Answer: A,B,C,E,F


NEW QUESTION # 632
Business continuity is an aspect of Governance. What should a business continuity plan include?

Answer: D

Explanation:
A business continuity plan outlines how an organization will maintain operations during disruptions, including data availability. The DAMA-DMBOK states: "Business continuity planning, as part of data governance, includes strategies to ensure data and systems remain operational during unplanned disruptions, outlining recovery processes" (DMBOK2, Chapter 3: Data Governance, p. 119).
Options A, C, and E are reactive or descriptive, and B is unrelated to continuity planning.
Reference:DAMA-DMBOK2, Chapter 3: Data Governance, Section 4.1, p. 119.


NEW QUESTION # 633
Developing complex event processing solutions require:

Answer: A,C,E


NEW QUESTION # 634
Identify indicative components of a Data Strategy.

Answer: C


NEW QUESTION # 635
When assessing security risks it is required to evaluate each system for the following:

Answer: A,B,C


NEW QUESTION # 636
......

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