DMF-1220 Valid Test Tips, DMF-1220 Valid Exam Simulator

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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q584-Q589):

NEW QUESTION # 584
If the target system has more transformation capability than either the source or the intermediary application system, the order of processes may be switched to ELT - Extract Load Tranform.

Answer: B


NEW QUESTION # 585
The Data Warehouse encompasses all components in the data staging and data presentation areas, including:

Answer: A,B,E,F


NEW QUESTION # 586
The number of entities in a relationship is the arity of the relationship. The most common are:

Answer: A,C,D


NEW QUESTION # 587
Governance ensures data is managed, but is not include the actual act of managing data.

Answer: B


NEW QUESTION # 588
Data governance requires control mechanisms and procedures for, but not limited to, escalating issues to higher level of authority.

Answer: B


NEW QUESTION # 589
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