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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q580-Q585):

NEW QUESTION # 580
Referential Integrity (RI) is often used to update tables without human intervention. Would this be a good idea for reference tables?

Answer: D


NEW QUESTION # 581
Well prepared records have characteristics such as:

Answer: A,B,C


NEW QUESTION # 582
Reduced risk is a benefit of high quality data.

Answer: A


NEW QUESTION # 583
XML provides a language for representing both structures and unstructured data and information.

Answer: A


NEW QUESTION # 584
The four A's in security processes include:

Answer: A,C,D,E


NEW QUESTION # 585
......

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