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DAMA DMF-1220 (Data Management Fundamentals) Exam is designed for professionals who want to build a solid foundation in data management. DMF-1220 exam covers a wide range of topics related to data management, including data governance, data modeling, data quality, data integration, and data security. DMF-1220 exam is intended to provide a comprehensive understanding of the principles and best practices of data management.

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To be eligible to take the exam, candidates must have a minimum of two years of experience in data management or a related field. They must also have completed a DAMA-approved course or have equivalent knowledge and skills.

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

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DAMA DMF-1220 Exam Syllabus Topics:

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

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