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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q624-Q629):

NEW QUESTION # 624
Data governance requires control mechanisms and procedures for, but not limited to, identifying, capturing, logging and updating actions.

Answer: A


NEW QUESTION # 625
Most document programs have policies related to:

Answer: B,C,E


NEW QUESTION # 626
Which of the following is NOT a goal of Data Quality?

Answer: C


NEW QUESTION # 627
Control activities to manage metadata stores include:

Answer: B,D,E


NEW QUESTION # 628
JSON is an open, lightweight standard format for data interchange.

Answer: A


NEW QUESTION # 629
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