100% Pass 2026 DAMA DMF-1220: Data Management Fundamentals Useful New Test Questions

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| Section | Objectives |
|---|
| Topic 1: Data Management Fundamentals | - Data Architecture
- 1. Data modeling and design
- 2. Enterprise data architecture concepts
- 3. Architecture frameworks and tools
- Data Storage and Operations
- 1. Data storage design principles
- 2. Database security and access control
- 3. Database architecture and technology
- Data Business and Data Management
- 1. Business drivers and data roles
- 2. Data management frameworks
- 3. Data management definitions and principles
- Data Strategy
- 1. Data management strategy development
- 2. Data governance strategy
- 3. Strategic planning process
- Data Governance
- 1. Policies, standards, and procedures
- 2. Data quality management
- 3. Governance bodies and organizational roles
- 4. Governance framework and scope
- Metadata Management
- 1. Metadata types and definitions
- 2. Metadata standards and integration
- 3. Metadata architecture and repository
- Data Quality
- 1. Data quality dimensions
- 2. Data profiling and cleansing
- 3. Data quality measurement and improvement
- Data Warehousing and Business Intelligence
- 1. Data warehousing concepts and architectures
- 2. BI and analytics fundamentals
- 3. Reporting and visualization
- Data Integration and Interoperability
- 1. ETL/ELT processes
- 2. Data integration techniques
- 3. Data interoperability standards
- Content and Document Management
- 1. Content lifecycle management
- 2. Records management
- 3. Unstructured data management
- Data Ethics
- 1. Ethical principles and practices
- 2. Responsible AI and algorithmic bias
- 3. Privacy and consumer protection
- Data Risk Management
- 1. Risk identification and assessment
- 2. Risk mitigation strategies
- 3. Data protection and compliance
- Master Data and Reference Data
- 1. Reference data management
- 2. MDM and RDM concepts
- 3. Master data management processes
- Data Security
- 1. Privacy regulations compliance
- 2. Data classification and handling
- 3. Security frameworks and controls
- Data Modeling and Design
- 1. Data modeling techniques
- 2. Conceptual, logical, and physical models
- 3. Normalization and denormalization
|
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DAMA DMF-1220 Authorized Pdf - DMF-1220 Exam Forum
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DAMA Data Management Fundamentals Sample Questions (Q715-Q720):
NEW QUESTION # 715
All metadata management solutions include architectural layers including:
- A. None of the above
- B. Metadata control and management
- C. Metadata delivery
- D. Metadata Quality Assurance Testing
- E. Metadata usage
- F. Metadata integration
Answer: B,C,E,F
NEW QUESTION # 716
On example of a transformation process in ETL is:
- A. Duping
- B. Servicing
- C. Re-ordering
- D. Recording
Answer: C
NEW QUESTION # 717
It is recommended that organizations not print their business data glossaries for general use, why would you not want to print the glossary?
- A. Because there is so much data in an organization's glossary that the report would be too big to handle
- B. Because the data is confidential and should not be given out in printed form
- C. Because the glossary contains trade 'secrets' that the organization wants to protect
- D. Because the data is not static but is being updated by stewards as they add new fields and definitions
- E. Because industry rules and regulation should not be printed because they vary by State
Answer: D
NEW QUESTION # 718
Uniqueness, as a dimension of data quality, states no entity exists more than once within the data set.
Answer: A
NEW QUESTION # 719
CMA is an abbreviation for Capability Maturity Assessment.
Answer: A
NEW QUESTION # 720
......
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