[Nov 07, 2025] Get New DMF-1220 Certification Practice Test Questions Exam Dumps

Real DMF-1220 Exam Dumps Questions Valid DMF-1220 Dumps PDF

The DMF-1220 certification exam is suitable for all levels of professionals ranging from data analysts, data architects, data engineers, data scientists, to IT managers. DMF-1220 exam is designed to test the candidate's understanding of data management concepts and principles, as well as their ability to apply them in real-world scenarios. DMF-1220 exam consists of 100 multiple-choice questions, and candidates are given 90 minutes to complete it.

To prepare for the DMF-1220 Certification Exam, candidates can attend training courses offered by DAMA or other training providers. These courses cover the topics that are tested in the exam and provide candidates with the knowledge and skills needed to pass the exam. Additionally, candidates can study the DAMA Data Management Body of Knowledge (DMBOK), which is a comprehensive guide to data management principles and practices.

 

NEW QUESTION # 192
Data models are critical to effective management of data. They:

• A. Capture and document explicit knowledge about an organization's data and systems
• B. Serve as a primary communication tool during projects
• C. Provide a common vocabulary around data
• D. Provide the organisation with clear system of the architecture
• E. Provide the starting point for customizations, integration or even replacement of an application
• F. Make the integration between data management and data analytics possible

Answer: A,B,C,E

NEW QUESTION # 193
Within the Data Handling Ethics Context Diagram a key deliverable is the Ethical Data Handling Strategy.

• A. TRUE
• B. FALSE

Answer: A

NEW QUESTION # 194
Match rules for different scenarios require different workflows, including:

• A. Match-merge rules
• B. Match-link rules
• C. All of the above
• D. Consistency rules
• E. Duplicate identification match rules
• F. Match-split rules

Answer: A,B,E

NEW QUESTION # 195
Through similarity analysis, slight variation in data can be recognized and data values can be consolidated. Two basic approaches, which can be used together, are:

• A. Deterministic
• B. All of the above
• C. Procedural
• D. Opportunistic
• E. Probabilistic
• F. Realistic

Answer: A,E

NEW QUESTION # 196
Orchestration is the term used to describe how multiple processes are organized and executed in a system.

• A. TRUE
• B. FALSE

Answer: A

NEW QUESTION # 197
Factors that have shown to play a key role in the success in the success of effective data management organizations does not include:

• A. Leadership alignment
• B. Clear vision
• C. IT sponsorship
• D. Orientation and training

Answer: C

NEW QUESTION # 198
Data quality issues only emerge at initial stages of the data lifecycle.

• A. TRUE
• B. FALSE

Answer: B

NEW QUESTION # 199
Coupling describes the degree to which two systems are intertwined.

• A. TRUE
• B. FALSE

Answer: A

NEW QUESTION # 200
SOA stand for Service Orchestrated Architecture

• A. TRUE
• B. FALSE

Answer: B

NEW QUESTION # 201
Data management professionals who understand formal change management will be more successful in bringing about changes that will help their organizations get more value from their dat a. To do so, it is important to understand:

• A. How people experience changes
• B. Data security
• C. The barriers to change
• D. The triggers for effective change
• E. Why change fails
• F. Data architecture

Answer: A,C,D,E

NEW QUESTION # 202
Inputs in the data storage and operations context diagram include:

• A. Data requirements
• B. Data architecture
• C. Service level agreements
• D. Data Management Architecture
• E. Systems Architecture
• F. Data models

Answer: A,B,C,F

NEW QUESTION # 203
Data Governance deliverables commonly include:

• A. IT methodology and practices
• B. Regulatory requirements
• C. Business culture assessment
• D. Data value chains
• E. Roadmaps and implementation strategy

Answer: D,E

Explanation:
Data governance deliverables include data value chains and roadmaps for implementation. The DAMA- DMBOK states: "Common data governance deliverables include data value chains that align data with business capabilities and roadmaps with implementation strategies to achieve governance objectives" (DMBOK2, Chapter 3: Data Governance, p. 115). Options A and D are correct; others are tangential.
Reference:DAMA-DMBOK2, Chapter 3: Data Governance, Section 3.4, p. 115.

NEW QUESTION # 204
The Shewhart chart contains the following elements:

• A. All of the above
• B. Act
• C. Utilization
• D. Do
• E. Check
• F. Plan

Answer: B,D,E,F

NEW QUESTION # 205
Metadata is described using three sets od categories, including:

• A. Generic Metadata
• B. Structural Metadata
• C. Conceptual Metadata
• D. Administrative metadata
• E. Descriptive Metadata

Answer: B,D,E

NEW QUESTION # 206
The Data Warehouse (DW) is a combination of three primary components: An integrated decision support database, related software programs and business intelligence reports.

• A. TRUE
• B. FALSE

Answer: B

NEW QUESTION # 207
Functionality-focused requirements associated with a comprehensive metadata solution, include:

• A. History
• B. Structure
• C. Volatility
• D. Access rights
• E. None of the above
• F. Synchronization

Answer: A,B,C,D,F

NEW QUESTION # 208
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