DAMA DMF-1220 : Data Management Fundamentals

DMF-1220 pass collection

Exam Code: DMF-1220

Exam Name: Data Management Fundamentals

Updated: Oct 12, 2026

Q & A: 750 Questions and Answers

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For more information about the DAMA DMF-1220 Exam visit the following reference link:

DAMA DMF-1220 Exam Reference link

Reference: https://www.dama.org/cpages/cdmp-information

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DAMA DMF-1220 Exam Syllabus Topics:

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

DAMA Data Management Fundamentals Sample Questions:

Question #1

ECM is an abbreviation for:

  • A. Enterprise content management
  • B. Enterprise compliance management
  • C. Enterprise component management
  • D. Enterprise compliance manager
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Question #2

The operational data quality management procedures depend on the ability to measure and monitor the applicability of data.

  • A. TRUE
  • B. FALSE
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Question #3

Two risks with the Matching process are:

  • A. False Certainties
  • B. False positives
  • C. False Uncertainties
  • D. False Negatives
Reveal Solution  Discussion  0

Correct Answer: B,D  🗳️

Question #4

Decentralized informality can be made more formal through a documented series of connections and accountabilities via a RACI matrix.

  • A. TRUE
  • B. FALSE
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Question #5

Accomplish repository scanning in two distinct approaches, including:

  • A. Proprietary integration
  • B. Semi-proprietary interface
  • C. Semi- proprietary integration
  • D. Proprietary interface
Reveal Solution  Discussion  0

Correct Answer: B,D  🗳️

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