[Jun-2026] Use Real DMF-1220 Dumps - 100% Free DMF-1220 Exam Dumps
DMF-1220 PDF Dumps Exam Questions – Valid DMF-1220 Dumps
DAMA DMF-1220 exam is recognized globally as a standard for data management professionals. It is an industry-recognized certification that demonstrates the candidate's knowledge and understanding of the fundamental concepts and principles of data management. Data Management Fundamentals certification is valued by employers, and individuals who hold the certification are considered to be highly skilled and knowledgeable in the field of data management.
NEW QUESTION # 295
Data governance and IT governance are the same thing.
- A. TRUE
- B. FALSE
Answer: B
NEW QUESTION # 296
Elements that point to differences between warehouses and operational systems include:
- A. Data security standards
- B. Non-volatile
- C. Subject-orientated
- D. Integrated
- E. Data quality
- F. Historical
Answer: B,C,E,F
NEW QUESTION # 297
Defining quality content requires understanding the context of its production and use, including:
- A. Format
- B. Producers
- C. None of the above
- D. Consumers
- E. Delivery
- F. Timing
Answer: A,B,D,E,F
NEW QUESTION # 298
Examples of concepts that can be standardized within the data architecture knowledge area include:
- A. Data security standards
- B. System naming conventions
- C. Tool standards
- D. Enterprise data models
- E. Data quality rules
- F. None of the above
Answer: B,C,D
NEW QUESTION # 299
The data-vault is an object-orientated, time-based and uniquely linked set of normalized tables that support one or more functional areas of business.
- A. TRUE
- B. FALSE
Answer: B
NEW QUESTION # 300
Key processing steps for MDM include:
- A. Data model management
- B. None of the above
- C. Data sharing and stewardship
- D. Entity resolution
- E. Data acquisition
- F. Data validation, standardization and enrichment
Answer: A,C,D,E,F
NEW QUESTION # 301
Access to data for Multidimensional databases use a variant of SQL called MDX or Multidimensional expression.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 302
When developing a Data Governance operating framework, what areas should be considered?
- A. Cultural factors, the role of a data steward, & third-party data policies
- B. Data inputs, context diagrams, methods and procedures
- C. A model that documents the business, cultural factors, the impacts of regulations, and the value of data to the organization
- D. Impacts of regulations, the value of data to the organization, data modelling skills, & third-party data policies
- E. Data management skills, budget considerations & organization strategy
Answer: C
NEW QUESTION # 303
When establishing an Organizational Change Management team, what responsibilities and skills should they possess?
- A. Ability to plan, write excellent data requirements, read a data model
- B. Be an excellent program developer & develop a data quality program
- C. Ability to plan, influencing systems development, good communication skills
- D. Programming skills, ability to work with business
- E. Policy implementation, good communication skills, and ability to give presentations
Answer: C
Explanation:
Change management teams drive adoption of data governance through planning and communication. The DAMA-DMBOK states: "Organizational change management teams require skills in planning, influencing system development, and effective communication to ensure successful adoption of data governance initiatives" (DMBOK2, Chapter 3: Data Governance, p. 121). Option D aligns best.
Reference:DAMA-DMBOK2, Chapter 3: Data Governance, Section 4.2, p. 121.
NEW QUESTION # 304
Logical abstraction entities become separate objects in the physical database design using one of two methods.
- A. The DAMA Wheel
- B. Subtype absorption
- C. Supertype partition
- D. Subtype partition
- E. Supertype absorption
Answer: B,C
NEW QUESTION # 305
Data handling ethics are concerned with how to procure, store, manage, use and dispose of data in ways that are aligned with ethical principles.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 306
Governance ensures data is managed, but is not include the actual act of managing data.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 307
Regulations including the Sarbanes-Oxley Act require evidence of data lineage and accuracy. How can Data Governance aid organisations in achieving this goal?
- A. Undertake an audit of current process and produce a report
- B. Capture and document all metrics and store in a central repository
- C. Provide the framework and guidance to enable a business led ongoing Data Governance process
- D. Create a new data store for regulator required metrics
- E. Perform an 'as-is' review of data quality
Answer: C
NEW QUESTION # 308
Different levels of policy are required to govern behavior to enterprise security. For example:
- A. IT security policy
- B. Enterprise security policy
- C. Business Security Policy
- D. All of the above
- E. None of the above
- F. Data security policy
Answer: A,B,F
NEW QUESTION # 309
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. Realistic
- B. Probabilistic
- C. All of the above
- D. Deterministic
- E. Procedural
- F. Opportunistic
Answer: B,D
NEW QUESTION # 310
Communication should start later in the process as too many inputs will distort the vision.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 311
During the initial scoping of a project, a data model can be used to:
- A. Determine the impact of business processes and customer lifecycles
- B. Determine the security requirements for accessing the data
- C. Identify detailed impact on all the tables in a database that must be changed
- D. Provide a clear definition of affected and non-affected data entities
- E. Plan structure of the metadata repository
Answer: D
Explanation:
During initial project scoping, a data model, particularly a conceptual or logical model, helps define the scope by identifying which data entities are affected or unaffected by the project. The DAMA-DMBOK states:
"Data models are used in project scoping to define the boundaries of the data domain, identifying affected entities and their relationships to ensure alignment with business requirements" (DMBOK2, Chapter 5: Data Modeling and Design, p. 181).
Other options are less accurate: A is too broad, as models support but don't directly determine process impacts; B involves detailed physical modeling, not initial scoping; C relates to metadata management; and E pertains to security, not scoping.
Reference:DAMA-DMBOK2, Chapter 5: Data Modeling and Design, Section 3.3, p. 181.
NEW QUESTION # 312
Typically, DW/BI have three concurrent development tracks:
- A. System development
- B. Business Intelligence tools
- C. Data mart
- D. None of the above
- E. Techonology
- F. Data
Answer: B,E,F
NEW QUESTION # 313
In the context of big data the Three V's refer to: Volume, Velocity and Validity
- A. TRUE
- B. FALSE
Answer: B
NEW QUESTION # 314
A change management program supporting Data Governance should focus communication on what?
- A. Promote the value of its data assets
- B. Promoting the value of its data assets, monitor and act on feedback about Data Governance activities & implement data management training programs.
- C. How many errors are in each of the various department's data
- D. Implement a data management training program and create a data dictionary
- E. Show the value of data stewardship & implement data management training program
Answer: B
NEW QUESTION # 315
Data flows map and document relationships between data and locations where global differences occur.
- A. TRUE
- B. FALSE
Answer: B
NEW QUESTION # 316
A content strategy should end with an inventory of current state and a gap assessment.
- A. TRUE
- B. FALSE
Answer: B
NEW QUESTION # 317
CIF stands for:
- A. Corporate Information Factory
- B. Company Information Factory
- C. Corporate Information Floor
- D. Corporate Information Factories
Answer: A
NEW QUESTION # 318
......
Ultimate DMF-1220 Guide to Prepare Free Latest DAMA Practice Tests Dumps: https://freepdf.passtorrent.com/DMF-1220-latest-torrent.html