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DAMA DMF-1220: Data Management Fundamentals Exam is an industry-recognized certification that assesses a candidate's proficiency in data management principles and practices. Data Management Fundamentals certification is highly valued by employers and recognized globally, making it an excellent opportunity for professionals to expand their career opportunities. Candidates can prepare for the exam by taking courses, attending workshops, and reading relevant literature on the subject.

DAMA Data Management Fundamentals Sample Questions (Q502-Q507):

NEW QUESTION # 502
Examples of business metadata include:

A. Data models
B. Data quality rules
C. Data usage notes
D. Data Standards

Answer: A,B,C,D

NEW QUESTION # 503
Deliverables in the Metadata Management context diagram include:

A. Metadata Standards
B. Metadata Architecture
C. Data storage and operations
D. Metadata Strategy
E. Metadata design
F. Data Lineage

Answer: A,B,D,F

NEW QUESTION # 504
What is the best reason for capturing synonyms in a data repository?

A. Not all parts of an organization may name a field exactly the same, and the synonym will aid in data searches
B. Without synonyms, you may not realize that two fields are the same
C. You should capture all synonyms in one place so that Data Governance can decide on the best name for an element
D. Synonyms are good for indexing or for uncontrolled vocabularies
E. Synonyms are useful in discovering relationships between data elements

Answer: A

Explanation:
Capturing synonyms in a data repository aids search and integration across diverse naming conventions. The DAMA-DMBOK states: "Synonyms in a data repository enable effective data searches by accommodating different naming conventions across the organization, improving findability and integration" (DMBOK2, Chapter 11: Metadata Management, p. 447). Option D is the most accurate.
Reference:DAMA-DMBOK2, Chapter 11: Metadata Management, Section 3.3, p. 447.

NEW QUESTION # 505
Drivers for data governance most often focus on reducing risk or improving processes. Please select the elements that relate to the reduction in risk:

A. Specific risk management
B. Data ethics
C. Data security
D. General risk management
E. Privacy
F. Publicity

Answer: C,D,E

NEW QUESTION # 506
Operationality and interoperability depends on the data quality. In order to measure the efficiency of a repository the data quality needs to be:

A. Stored in a Cloud for easy access
B. Be certified by a Data Governance team
C. Have complete definitions
D. Verified by the organization's legal department
E. Quantified by some type of metrics

Answer: E

NEW QUESTION # 507
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