[2025] New DMF-1220 exam Free Sample Questions to Practice
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The DAMA DMF-1220 exam covers a wide range of topics including data governance, data modeling, data quality, metadata management, and data integration. It also includes topics such as data security, privacy, and compliance, which are becoming increasingly important in today's data-driven world.
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DAMA DMF-1220 Exam: Key Points and Focus Areas
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NEW QUESTION # 326
Business people must be fully engaged in order to realize benefits from the advanced analytics.
- A. TRUE
- B. FALSE
Answer: A
NEW QUESTION # 327
The IT security policy provides categories for individual application, database roles, user groups and information sensitivity.
- A. FALSE
- B. TRUE
Answer: A
NEW QUESTION # 328
Where does the ethical responsibility lie with respect to managing data to reduce risks of misrepresentation, misuse, or misunderstanding?
- A. Everybody that makes use of data within the organization is responsible for the ethical use of the data
- B. Business owns the data and is therefore ethically responsible for managing data across the data lifecycle
- C. Data modellers carry responsibility to ensure that data handling ethics are achieved by design
- D. Risk Management is responsible for ethical data management
- E. The ethical responsibility lies with Data Management professionals to manage data and to manage the associated risks
Answer: A
NEW QUESTION # 329
The standard for a strong password is set by the:
- A. Data security standard
- B. Data access standard
- C. Data naming standard
- D. Data modelling standard
- E. Identity management standard
Answer: E
NEW QUESTION # 330
Effective data management involves a set of complex, interrelated processes that enable an organisation to use its data to achieve strategic goals.
- A. TRUE
- B. FALSE
Answer: A
NEW QUESTION # 331
Triplestores can be classified into these categories:
- A. Native triplestores
- B. None of the above
- C. NoSQL triplestores
- D. All of the above
- E. RDMS-backed triplestores
- F. MapReduce triplestores
Answer: C,E,F
NEW QUESTION # 332
Misleading visualisations could be an example where a base level of truthfulness and transparency are not adhered to.
- A. TRUE
- B. FALSE
Answer: A
NEW QUESTION # 333
Enterprise Data Architects should support projects for potential:
- A. Data-focused security reviews
- B. Planning for metadata development
- C. Non-compliance to data standards
- D. Incomplete data requests
- E. Legal reviews
Answer: A
Explanation:
Data architects play a critical role in ensuring data security aligns with architectural designs, particularly in project support. The DAMA-DMBOK notes: "Data architects should support data-focused security reviews to ensure that data access controls, encryption, and compliance requirements are integrated into the architecture" (DMBOK2, Chapter 4: Data Architecture, p. 149).
Options A, B, C, and E are less directly tied to architects' roles: A is a governance issue, B is legal counsel's domain, C is operational, and E is metadata management.
Reference:DAMA-DMBOK2, Chapter 4: Data Architecture, Section 4.2, p. 149.
NEW QUESTION # 334
Which of the following is a directive that codifies principles and management intent into fundamental rules governing the creation, acquisition, integrity, security, quality, and use of data and information?
- A. Data audit principle
- B. Data Management
- C. Data Governance
- D. Data policies
- E. Data asset valuation
Answer: D
NEW QUESTION # 335
Examples of transformation in the ETL process onclude:
- A. Re-ordering
- B. None of the above
- C. Hierarchical changes
- D. Structure changes
- E. Semantic conversions
- F. De-duping
Answer: A,D,E,F
NEW QUESTION # 336
Data security includes the planning, development and execution of security policies and procedures to provide authentication, authorisation, access and auditing of data and information assets.
- A. TRUE
- B. FALSE
Answer: A
NEW QUESTION # 337
Deliverables in the Metadata Management context diagram include:
- A. Metadata Architecture
- B. Metadata Strategy
- C. Data Lineage
- D. Metadata Standards
- E. Metadata design
- F. Data storage and operations
Answer: A,B,C,D
NEW QUESTION # 338
Basic profiling of data involves analysis of:
- A. Data lakes, data warehouses, and operational data stores
- B. Data formats, data values, patterns, and relationships
- C. Data clusters, data clouds, data repositories, and metadata libraries
- D. Data sources, data visualizations, data latency, and ownership
- E. Data criteria, data acquisition, data policy, and procedures inside data governance
Answer: B
Explanation:
Data profiling involves analyzing data to understand its structure, content, and relationships. The DAMA- DMBOK defines data profiling as: "The process of examining data to collect statistics and information about data formats, values, patterns, and relationships to assess quality and suitability" (DMBOK2, Chapter 7: Data Quality, p. 267).
Options A, C, D, and E include elements outside the scope of basic profiling, such as governance policies (C) or infrastructure (E), whereas B directly aligns with profiling activities.
Reference:DAMA-DMBOK2, Chapter 7: Data Quality, Section 3.1, p. 267.
NEW QUESTION # 339
What are the three characteristics of effective Data Governance communication?
- A. It must be consistent, unambiguous, engaging
- B. It must be clear, structured, repetitive
- C. It must be viral, vital, and have volume
- D. It must be colorful, engaging, using multi-media
- E. It must be clear, unambiguous, and consistent
Answer: E
Explanation:
Effective data governance communication is clear, unambiguous, and consistent to ensure stakeholder alignment. The DAMA-DMBOK states: "Effective data governance communication must be clear, unambiguous, and consistent to foster understanding and compliance across the organization" (DMBOK2, Chapter 3: Data Governance, p. 123). Option A is correct.
Reference:DAMA-DMBOK2, Chapter 3: Data Governance, Section 4.3, p. 123.
NEW QUESTION # 340
What ISO standard defines characteristics that can be tested by any organisation in the data supply chain to objectively determine conformance of the data to this ISO standard.
- A. ISO 9001
- B. ISO 9000
- C. ISO 8000
- D. ISO 7000
Answer: C
NEW QUESTION # 341
The goal of Data Governance is to enable an organization to manage data as an asset. To achieve this overall goal, a DG program must be:
- A. Sustainable, embedded and measured
- B. Visionary, vertical and vivid
- C. Modeled, sanctioned and readable
- D. Horizontal, vertical and fluid
- E. Eloquent, transformative and explicit
Answer: A
NEW QUESTION # 342
Business requirements is an input in the Data Warehouse and Business Intelligence context diagram.
- A. TRUE
- B. FALSE
Answer: A
NEW QUESTION # 343
Discovering and documenting metadata about physical data assets provides:
- A. Information on how data is transformed as it moves between systems
- B. An estimation of balance sheet value of enterprise data
- C. Scoping boundaries of the data dictionary
- D. Effective project scope management
- E. Insights into the temporal data quality
Answer: A
NEW QUESTION # 344
Data profiling examples include:
- A. Data type and format
- B. None of the above
- C. Max/Min value
- D. Counts of null
- E. Frequency distribution
- F. Max/Min length
Answer: A,C,D,E,F
NEW QUESTION # 345
What type of key is used in physical and sometimes logical relational data modelling schemes to represent a relationship?
- A. Primary key
- B. Network key
- C. Applications key
- D. Door key
- E. All of the above
- F. Foreign key
Answer: F
NEW QUESTION # 346
What is the main purpose of developing a Data Architecture Roadmap?
- A. To ensure that projects are aligned with business needs and opportunities
- B. To manage the data dependencies that require active management
- C. To help forward-looking decision making
- D. To formulate a plan to address architectural problems in the business
- E. To help the management of the organization to see the trade-offs
Answer: A
NEW QUESTION # 347
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DAMA DMF-1220 (Data Management Fundamentals) Exam is a certification exam designed to test the knowledge and skills of professionals in the field of data management. DMF-1220 exam is recognized globally and is highly respected in the industry. Passing DMF-1220 exam is an excellent way for professionals to demonstrate their expertise and proficiency in data management.
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