2025 DMF-1220 Dumps PDF - DMF-1220 Real Exam Questions Answers
Valid DMF-1220 Test Answers & DAMA DMF-1220 Exam PDF
Certification Topics of DAMA DMF-1220 Exam
The following are the certification topics for the DAMA DMF-1220 exam.
Implementing and Administering Data Foundation
Designing a Data Warehouse with SQL Server 2012
Implementing Data Quality Services
Designing a Data Warehouse with BI Features of SQL Server 2012
Performance Tuning SQL Server 2012 Databases
DAMA DMF-1220 exam is recognized globally as a standard for data management certification. It is developed and maintained by the Data Management Association International (DAMA), a nonprofit professional organization that is dedicated to advancing the field of data management.
The DMF-1220 exam covers a wide range of topics related to data management, including data governance, data modeling, data quality, data security, data warehousing, and metadata management. DMF-1220 exam consists of 100 multiple-choice questions, and candidates are given three hours to complete it. To pass the exam and earn the DMF-1220 certification, candidates must score at least 70% on the exam. Data Management Fundamentals certification is valid for three years, after which candidates must recertify by taking a recertification exam or earning continuing education credits.
NEW QUESTION # 314
What is one of the most important things about collecting data?
- A. To keep data away from the public
- B. To resolve many-to-many relationships
- C. To keep data for each department separate because no one needs all the data
- D. To share the data across the organization
- E. To collect as much data as possible into the data repository
Answer: D
NEW QUESTION # 315
Databases are categorized in three general ways:
- A. Relational
- B. Hierarchical
- C. Accessible
- D. Non-relational
- E. Warped
- F. None of the above
Answer: A,B,D
NEW QUESTION # 316
Product Master data can only focus on an organization's internal product and services.
- A. TRUE
- B. FALSE
Answer: B
NEW QUESTION # 317
The best way to validate that a database backup is working is to:
- A. Check for the automatic email notification of backup success
- B. Appoint a special DBA in charge of backups
- C. Check the backup logs every day
- D. Check the size of the backup file
- E. Periodically recover from the backup file
Answer: E
Explanation:
Validating a database backup requires confirming that the backup can be successfully restored, as this ensures data recoverability. The DAMA-DMBOK states: "The only way to validate a backup is to perform a restore operation periodically to ensure that the backup files are complete, uncorrupted, and capable of recovering the database to a consistent state" (DMBOK2, Chapter 10: Data Storage and Operations, p. 393).
Other options are insufficient: email notifications (A) or log checks (E) may indicate completion but not restorability; checking file size (B) doesn't confirm content integrity; and appointing a DBA (D) is an organizational step, not a validation method.
Reference:DAMA-DMBOK2, Chapter 10: Data Storage and Operations, Section 4.5, p. 393.
NEW QUESTION # 318
Please select the answers that correctly describes the set of principles that recognizes salient features of data management and guide data management practice.
- A. Data is an asset with unique properties.
- B. Efficient data management requires a team of IT professionals only.
- C. Effective data management requires leadership commitment.
- D. It takes Metadata to manage data.
- E. The most important part of data management is security.
- F. Data management is lifecycle management.
Answer: A,D,E,F
NEW QUESTION # 319
With respect to health data, what is the difference between the privacy and the security of the data?
- A. Privacy is defined as the right for an doctor to share health data with other doctors and insurance companies. Security is defined as keeping the data where it was recorded
- B. Privacy is only possible if a person signs an affidavit requesting privacy. Security is the placing of the document in a safe place
- C. Privacy is defined as the right of the individual to see their own medical records. Security is defined as the laws that protect a person's privacy
- D. Privacy is defined as the right for an individual to keep his individual health information from being disclosed. Security is defined as the mechanism used to protect privacy of information
- E. Privacy means only an individual can give access to their medical records to another person. Security means their records are secure and will not be shared
Answer: D
NEW QUESTION # 320
Because Data Governance activities require coordination across functional areas, the DG program must establish an ___________ that defines accountabilities and intersections.
- A. Operating framework
- B. Alliance
- C. Organization
- D. Enterprise-wide coalition
- E. Architecture framework
Answer: A
NEW QUESTION # 321
Reference and master data require governance processes, including:
- A. The priority and response levels of data stewardship efforts
- B. Emotions matrix
- C. The conditions of use rules to be followed
- D. The data sources to be integrated
- E. Compliance framework
- F. None of the above
Answer: A,C,D
NEW QUESTION # 322
What are the three characteristics of effective Data Governance communication?
- A. It must be clear, structured, repetitive
- B. It must be viral, vital, and have volume
- C. It must be colorful, engaging, using multi-media
- D. It must be clear, unambiguous, and consistent
- E. It must be consistent, unambiguous, engaging
Answer: D
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 # 323
Structural Metadata describe srealtionships within and among resource and enables identification and retrieval.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 324
What is a steward?
- A. A stakeholder
- B. A person responsible to follow trends
- C. A person whose job it is to manage the property of another person
- D. A sponsor
- E. An employer
Answer: C
Explanation:
A steward, in the context of data governance, is someone who manages assets on behalf of others. The DAMA-DMBOK states: "A steward is a person entrusted with the management of another's property or assets, such as data, ensuring its proper use and quality" (DMBOK2, Chapter 3: Data Governance, p. 110).
Options A, B, D, and E do not align with this definition: sponsors fund, stakeholders have interests, trend- followers are unrelated, and employers hire.
Reference:DAMA-DMBOK2, Chapter 3: Data Governance, Section 3.1, p. 110.
NEW QUESTION # 325
An advantage of a centralized repository include: High availability since it is independent of the source systems.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 326
When developing a Data Governance operating framework, what areas should be considered?
- A. Impacts of regulations, the value of data to the organization, data modelling skills, & third-party data policies
- B. Cultural factors, the role of a data steward, & third-party data policies
- C. Data inputs, context diagrams, methods and procedures
- D. Data management skills, budget considerations & organization strategy
- E. A model that documents the business, cultural factors, the impacts of regulations, and the value of data to the organization
Answer: E
NEW QUESTION # 327
Reduced risk is a benefit of high quality data.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 328
Which of the following is NOT a valid Data Governance programme Key Performance Indicator (KPI)?
- A. Number of data definitions completed and signed off
- B. Number of customer complaints received
- C. Number of data stewards actually in post
- D. Number of duplicated customer records
- E. Number of incomplete product records
Answer: B
NEW QUESTION # 329
Several global regulations have significant implications on data management practices. Examples include:
- A. PCI-DSS
- B. BCBS 239
- C. Effectiveness of education Standards
- D. Data Standards
- E. Privacy laws
- F. SPCA
Answer: A,B,E
NEW QUESTION # 330
Most document programs have policies related to:
- A. Partition tolerance
- B. All of the above
- C. Scope and compliance audits
- D. Proper destruction of records
- E. Proper construction of records
- F. Identification and protection of vital records
Answer: C,D,F
NEW QUESTION # 331
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