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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q329-Q334):

NEW QUESTION # 329
The loading of country codes into a CRM is a classic:

Answer: A


NEW QUESTION # 330
Metadata is described using a different set of categories, not including:

Answer: C


NEW QUESTION # 331
A goal of metadata management is to manage data related business terminology in order toc

Answer: C


NEW QUESTION # 332
Confidentiality classification schemas might include two or more of the five confidentiality classification levels. Three correct classifications levels are:

Answer: A,C,E


NEW QUESTION # 333
Poorly managed metadata leads to:

Answer: A,F


NEW QUESTION # 334
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