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DAMA DMF-1220 Exam Syllabus Topics:

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

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

NEW QUESTION # 559
Communication should start later in the process as too many inputs will distort the vision.

Answer: B


NEW QUESTION # 560
In Resource Description Framework (RDF) terminology, a triple store is composed of a subject that denotes a resource, the predicate that expresses a relationship between the subject and the object, and the object itself.

Answer: B


NEW QUESTION # 561
Device security standards include:

Answer: A,D


NEW QUESTION # 562
If two data stores are able to be inconsistent during normal operations, then the integration approach is:

Answer: E


NEW QUESTION # 563
Change only requires change agents in special circumstances, especially when there is little to no adoption.

Answer: A


NEW QUESTION # 564
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