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DAMA DMF-1220 Exam Syllabus Topics:

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

>> DMF-1220 Exam Fees <<

Quiz 2026 DAMA DMF-1220: Updated Data Management Fundamentals Exam Fees

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DAMA Data Management Fundamentals Sample Questions (Q20-Q25):

NEW QUESTION # 20
Snowflaking is the term given to normalizing the flat, single-table, dimensional structure in a star schema into the respective component hierarchical or network structures.

Answer: B


NEW QUESTION # 21
Data governance program must contribute to the organization by identifying and delivering on specific benefits.

Answer: B


NEW QUESTION # 22
Managing business party Master Data poses these unique challenges:

Answer: A,C,D


NEW QUESTION # 23
The IBM Data Governance Council model is organized around four key categories. Select the answer that is not a category.

Answer: D


NEW QUESTION # 24
On example of a transformation process in ETL is:

Answer: C


NEW QUESTION # 25
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