Use Real DMF-1220 - 100% Cover Real Exam Questions [Jan-2026] 

Dumps Brief Outline Of The DMF-1220 Exam - VCE4Dumps

Earning the DMF-1220 certification demonstrates a commitment to the field of data management and validates the knowledge and skills required to excel in this field. It can help professionals stand out in a competitive job market and increase their earning potential. Additionally, the certification can be a stepping stone to more advanced certifications offered by DAMA, such as the Certified Data Management Professional (CDMP) certification.

 

NEW QUESTION # 213
The data warehouse and marts differ from that in applications as the data is organized by subject rather than function.

• A. TRUE
• B. FALSE

Answer: A

NEW QUESTION # 214
A 'Content Distribution Network' supporting a multi-national website is likely to use:

• A. A replication solution
• B. An archiving solution
• C. An extract, transform, and load solution
• D. A database backup and restore solution
• E. A records disposal solution

Answer: A

Explanation:
A Content Distribution Network (CDN) uses replication to distribute content across servers for faster access.
The DAMA-DMBOK states: "CDNs rely on data replication to distribute content to edge servers, ensuring low latency and high availability for global users" (DMBOK2, Chapter 13: Data Integration and Interoperability, p. 519).
Options A, B, D, and E are unrelated: ETL (A) is for integration, archiving (B) and disposal (E) are lifecycle tasks, and backups (D) are for recovery.
Reference:DAMA-DMBOK2, Chapter 13: Data Integration and Interoperability, Section 4.2, p. 519.

NEW QUESTION # 215
Gathering and interpreting results from a DMM or Data Governance assessment are important because:

• A. Performing these activities objectively can ensure the success of the assessment and affect the acceptance and implementation of the data management and/or Data Governance program
• B. The assessments are done by different teams within the organization and may have different results
• C. Data Management and Data Governance results are gathered and interpreted differently, depending on the organization being evaluated
• D. Interpreting these results is difficult
• E. Lack of results gathered can indicate a lack of assessment performance

Answer: A

NEW QUESTION # 216
A staff member has been detected inappropriately accessing client records from usage logs. The security mechanism being used is an:

• A. Audit
• B. Entitlement
• C. Authorisation
• D. Access
• E. Authentication

Answer: A

NEW QUESTION # 217
Part of alignment includes developing organizational touchpoints for data governance work. Some examples of touchpoints include: Procurement and Contracts; Budget and Funding; Regulatory Compliance; and the SDLC framework.

• A. TRUE
• B. FALSE

Answer: A

NEW QUESTION # 218
Business activity information is one of the types of data that can be modelled.

• A. FALSE
• B. TRUE

Answer: A

NEW QUESTION # 219
The categories of the Data Model Scorecard with the highest weightings include:

• A. How structurally sound is the model?
• B. How well does the model capture the requirements?
• C. How complete is the model?
• D. All of the above
• E. None of the above
• F. How good are the definitions?

Answer: A,B,C

NEW QUESTION # 220
Which of these is NOT likely in the scope of Data Governance and Stewardship?

• A. Ensure the privacy needs of stakeholders are enforced and audited
• B. To adjust the definitions of items in the chart of accounts to improve financial management
• C. To train staff on data governance principles, embedding them in everyday decision making
• D. Monitor compliance to record management policies
• E. Data asset valuation in order to allocate priority to data quality management

Answer: B

Explanation:
Data governance focuses on data-related policies, not financial account definitions. The DAMA-DMBOK states: "Data governance and stewardship include valuing data assets, ensuring privacy, training staff, and monitoring compliance with data policies, but financial account definitions fall under financial management" (DMBOK2, Chapter 3: Data Governance, p. 109). Option D is outside the scope.
Reference:DAMA-DMBOK2, Chapter 3: Data Governance, Section 2.2, p. 109.

NEW QUESTION # 221
Over a decade an organisation has rationalised implementation of party concepts from 48 systems to 3. This is a result of good:

• A. Data architecture and data warehousing
• B. System rationalization and metadata management
• C. Data operations and system rationalization
• D. Data architecture and data governance
• E. Data quality and data governance

Answer: D

NEW QUESTION # 222
In Resource Description Framework (RDF) terminology, a triple store is composed of a subject that denotes a resource, the predicate that expresses a relationship between the subject and the object, and the object itself.

• A. TRUE
• B. FALSE

Answer: A

NEW QUESTION # 223
In defining a Data Security Policy, what role should Data Governance play?

• A. Write the Data Security Policy
• B. Have no role in the Data Security Policy
• C. Send all Data Security questions to the legal department
• D. Review and approve the Data Security Policy
• E. Own and maintain the Data Security Policy

Answer: D

Explanation:
Data governance ensures policies align with data strategy but does not write or own security policies. The DAMA-DMBOK states: "Data governance should review and approve data security policies to ensure alignment with governance objectives, while security teams typically write and maintain these policies" (DMBOK2, Chapter 3: Data Governance, p. 119). Option D is correct.
Reference:DAMA-DMBOK2, Chapter 3: Data Governance, Section 4.1, p. 119.

NEW QUESTION # 224
Confirming and documenting understanding of different perspectives facilitate:

• A. Formalization
• B. Normalization
• C. Knowledge retention/documentation
• D. Scope definition

Answer: A,C,D

NEW QUESTION # 225
CMDB provide the capability to manage and maintain Metdata specifically related to the IT assets, the relationships among them, and contractual details of the assets.

• A. TRUE
• B. FALSE

Answer: A

NEW QUESTION # 226
Enterprise data architecture influences the scope boundaries of project and system releases. An example of influence is data replication control.

• A. TRUE
• B. FALSE

Answer: A

NEW QUESTION # 227
Because Data Governance activities require coordination across functional areas, the DG program must establish an ___________ that defines accountabilities and intersections.

• A. Organization
• B. Architecture framework
• C. Operating framework
• D. Alliance
• E. Enterprise-wide coalition

Answer: C

NEW QUESTION # 228
A metadata repository is essential to assure the integrity and consistent use of an enterprise data model across business processes.

• A. TRUE
• B. FALSE

Answer: A

NEW QUESTION # 229
The best DW/BI architects will design a mechanism to connect back to transactional level and operational level reports in an atomic DW.

• A. TRUE
• B. FALSE

Answer: A

NEW QUESTION # 230
Which of the following is a core principle of any Data Governance program?

• A. All important company data should be subject to formal business ownership and stewardship and be systematically measured and improved where necessary
• B. All metadata should be held in a central Metadata repository acquired for that purpose
• C. Data should be formally owned by the IT Department, who is tasked with leading Data Governance across the organization
• D. All information and data stored by the company should be subject to formal Data Governance
• E. Governance of corporate data held on Cloud provider platforms is the sole responsibility of the Cloud provider

Answer: A

Explanation:
A core principle of data governance is business ownership and stewardship of critical data. The DAMA- DMBOK states: "A fundamental principle of data governance is that all important company data should be subject to formal business ownership and stewardship, with systematic measurement and improvement" (DMBOK2, Chapter 3: Data Governance, p. 107). Option D is correct.
Reference:DAMA-DMBOK2, Chapter 3: Data Governance, Section 2.3, p. 107.

NEW QUESTION # 231
Information architecture is the process of creating structure for a body of information or content. It includes the following components:

• A. Use cases
• B. User flows
• C. Controlled technologies
• D. Navigation maps

Answer: A,B,D

NEW QUESTION # 232
Real-time data integration is usually triggered by batch processing, such as historic data.

• A. FALSE
• B. TRUE

Answer: A

NEW QUESTION # 233
Please select the correct name for the LDM abbreviation

• A. Logical Dimensional Model
• B. Lifecycle Data Model
• C. Lifecycle Dimensional Model
• D. Logical Data Model

Answer: D

NEW QUESTION # 234
Which of the following are must-do for any successful Data Governance programme?

• A. Set up a wiki for incorrect data definitions.
• B. Allocate Data Ownership responsibilities according to their role in the organization.
• C. Create a communications plan to inform to all stakeholders what you are doing.
• D. Create a training programme for all for data owners and data stewards.
• E. Ensure there is a Data Governance Policy with which everyone in the organization is required to comply.

Answer: E

NEW QUESTION # 235
Identify indicative components of a Data Strategy.

• A. Vision, business case, principles, goals, and measures
• B. Vision, business surveys, employee performance goals
• C. Vision, case studies, succession plans, functional requirements
• D. Vision, business case, data models, employee goals
• E. Vision, data invoice, payment receipts, confirmations

Answer: A

NEW QUESTION # 236
A deliverable in the data security context diagram is the data security architecture.

• A. TRUE
• B. FALSE

Answer: A

NEW QUESTION # 237
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The DMF-1220 exam is intended for individuals who are involved in or planning to pursue a career in data management. This includes data analysts, database administrators, data architects, data scientists, and other professionals who work with data on a regular basis. DMF-1220 exam is also suitable for individuals who want to demonstrate their expertise in data management and enhance their career prospects. Passing the DMF-1220 exam is a testament to an individual's knowledge and understanding of data management principles and practices, and can serve as a valuable credential for employers looking for skilled and knowledgeable data management professionals.

To prepare for the DMF-1220 certification exam, candidates can attend training courses offered by DAMA or other training providers. These courses provide in-depth knowledge of the exam topics and offer practice exams to help candidates prepare for the actual exam. Candidates can also study independently using online resources, books, and practice exams.

 

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