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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q245-Q250):

NEW QUESTION # 245
Some common data quality business rule types are:

Answer: A,B,C,D


NEW QUESTION # 246
Change only requires change agents in special circumstances, especially when there is little to no adoption.

Answer: B


NEW QUESTION # 247
Data models comprise and contain metadata essential to data consumers.

Answer: B


NEW QUESTION # 248
Metadata is described using different set of categories, including:

Answer: D


NEW QUESTION # 249
DBAs exclusively perform all the activities of data storage and operations.

Answer: B


NEW QUESTION # 250
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