DAMA DMF-1220 exam questions & answers, DMF-1220 real exams

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DAMA DMF-1220 Exam Syllabus Topics:

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

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DMF-1220 Exam Braindumps: Data Management Fundamentals & DMF-1220 Actual Test Questions

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DAMA Data Management Fundamentals Sample Questions (Q132-Q137):

NEW QUESTION # 132
Disciplines within the enterprise architecture practice does not include:

Answer: D


NEW QUESTION # 133
A Business Glossary forces a business to adopt a single definition of a business term.

Answer: A


NEW QUESTION # 134
Business requirements is an input in the Data Warehouse and Business Intelligence context diagram.

Answer: B


NEW QUESTION # 135
Change Data Capture is a method of reducing bandwidth by filtering to include only data that has been changed within a defined timeframe.

Answer: B


NEW QUESTION # 136
According to the DMBoK, Data Governance is central to Data Management. In practical terms, what other functions of Data Management are required to ensure that your Data Governance programme is successful?

Answer: B


NEW QUESTION # 137
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