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

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DAMA Data Management Fundamentals Sample Questions (Q600-Q605):

NEW QUESTION # 600
Type of Reference Data Changes include:

Answer: A,C,D,F


NEW QUESTION # 601
Discovering and documenting metadata about physical data assets provides:

Answer: C


NEW QUESTION # 602
While the focus of data quality improvement efforts is often on the prevention of errors, data quality can also be improved through some forms of data processing.

Answer: A


NEW QUESTION # 603
Drivers for data governance most often focus on reducing risk or improving processes. Please select the elements that relate to the improvement of processes:

Answer: C


NEW QUESTION # 604
A limitation of the centralized metadata repository approach is it may be less expensive.

Answer: A


NEW QUESTION # 605
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