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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q504-Q509):

NEW QUESTION # 504
Field overloading: Unnecessary data duplication is often a result of poor data management.

Answer: A


NEW QUESTION # 505
Device security standard include:

Answer: A,D,F


NEW QUESTION # 506
Assessment capabilities are evaluated against a pre-determined scale with established criteria. This is important because:

Answer: C


NEW QUESTION # 507
When doing reference data management, there many organizations that have standardized data sets that are incredibly valuable and should be subscribed to. Which of these organizations would be least useful?

Answer: A


NEW QUESTION # 508
Which of the following provides the strongest tangible reason for driving initiation of a Data Governance process in an enterprise?

Answer: E


NEW QUESTION # 509
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