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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q330-Q335):

NEW QUESTION # 330
The deliverables of the data modelling process include:

Answer: A,B,E,F


NEW QUESTION # 331
Data professional should not balance the short-term versus long-term business interests.

Answer: A


NEW QUESTION # 332
Changes to reference data do not need to be management, only metadata should be managed.

Answer: A


NEW QUESTION # 333
A data model that consists of a single fact table linked to important concepts of the business is a:

Answer: D


NEW QUESTION # 334
The operational data quality management procedures depend on the ability to measure and monitor the applicability of data.

Answer: A


NEW QUESTION # 335
......

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