DMF-1220 Practice Questions: Data Management Fundamentals & DMF-1220 Exam Dumps Files

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| Section | Objectives |
|---|
| Data Management Fundamentals | - Data Warehousing and Business Intelligence
- 1. Reporting and visualization
- 2. BI and analytics fundamentals
- 3. Data warehousing concepts and architectures
- Metadata Management
- 1. Metadata architecture and repository
- 2. Metadata standards and integration
- 3. Metadata types and definitions
- Data Quality
- 1. Data profiling and cleansing
- 2. Data quality dimensions
- 3. Data quality measurement and improvement
- Data Architecture
- 1. Architecture frameworks and tools
- 2. Enterprise data architecture concepts
- 3. Data modeling and design
- Data Strategy
- 1. Data management strategy development
- 2. Strategic planning process
- 3. Data governance strategy
- Data Integration and Interoperability
- 1. ETL/ELT processes
- 2. Data integration techniques
- 3. Data interoperability standards
- Data Security
- 1. Security frameworks and controls
- 2. Data classification and handling
- 3. Privacy regulations compliance
- Data Governance
- 1. Data quality management
- 2. Governance framework and scope
- 3. Governance bodies and organizational roles
- 4. Policies, standards, and procedures
- Data Business and Data Management
- 1. Business drivers and data roles
- 2. Data management frameworks
- 3. Data management definitions and principles
- Master Data and Reference Data
- 1. Reference data management
- 2. Master data management processes
- 3. MDM and RDM concepts
- Data Risk Management
- 1. Data protection and compliance
- 2. Risk mitigation strategies
- 3. Risk identification and assessment
- Content and Document Management
- 1. Content lifecycle management
- 2. Records management
- 3. Unstructured data management
- Data Ethics
- 1. Responsible AI and algorithmic bias
- 2. Ethical principles and practices
- 3. Privacy and consumer protection
- Data Modeling and Design
- 1. Data modeling techniques
- 2. Normalization and denormalization
- 3. Conceptual, logical, and physical models
- Data Storage and Operations
- 1. Data storage design principles
- 2. Database architecture and technology
- 3. Database security and access control
|
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DAMA Data Management Fundamentals Sample Questions (Q214-Q219):
NEW QUESTION # 214
Data governance requires control mechanisms and procedures for, but not limited to, identifying, capturing, logging and updating actions.
Answer: A
NEW QUESTION # 215
Wat data architecture designs represent should be clearly documented. Examples include:
- A. Emerging
- B. Current
- C. Retirement
- D. Preferred
- E. All of the above
- F. Priority
Answer: A,C,D,E
NEW QUESTION # 216
To push up the urgency level requires adding of the sources of complacency or increasing of their impact.
Answer: A
NEW QUESTION # 217
Adoption of a Data Governance program is most likely to succeed:
- A. With an incremental rollout strategy
- B. When dictated by senior executives
- C. When the CDO is a charismatic leader
- D. When the entire enterprise is partaking at once
- E. In 1 or 2 months with a large consulting team
Answer: A
NEW QUESTION # 218
What model is the highest level model within the enterprise data model?
- A. Logical model
- B. Conceptual model
- C. Subject Area model
- D. Physical model
Answer: B
NEW QUESTION # 219
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