DAMA : DMF-1220 Questions & Answers

Last Updated: Aug 26, 2026

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

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Certification Topics of DAMA DMF-1220 Exam

The following are the certification topics for the DAMA DMF-1220 exam.

  • Designing a Data Warehouse with BI Features of SQL Server 2012

  • Implementing Data Quality Services

  • Designing a Data Warehouse with SQL Server 2012

  • Implementing and Administering Data Foundation

  • Performance Tuning SQL Server 2012 Databases

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