2026 DAMA DMF-1220: High Hit-Rate Data Management Fundamentals Test Review

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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q571-Q576):

NEW QUESTION # 571
Malware types include:

Answer: A,D,E,F


NEW QUESTION # 572
Data quality rules and standards are a critical form of Metadata. Ti be effective they need to be managed as Metadata. Rules include:

Answer: A,D,E,F


NEW QUESTION # 573
Well prepared records have characteristics such as:

Answer: A,B,D


NEW QUESTION # 574
Issue management is the process for identifying, quantifying, prioritizing and resolving data governance related issues, including:

Answer: C,D,E,F


NEW QUESTION # 575
Accomplish repository scanning in two distinct approaches, including:

Answer: A,B


NEW QUESTION # 576
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