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The Data Management Fundamentals (DMF-1220) Certification Exam is a highly sought-after certification exam for professionals who want to demonstrate their knowledge and skills in data management. Data Management Fundamentals certification is offered by the Data Management Association (DAMA), which is a global professional organization that focuses on promoting data management practices and standards. The DMF-1220 Exam is designed to test the candidates' understanding of the fundamental concepts and principles of data management, including data modeling, data quality, data governance, and data integration.

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DAMA DMF-1220 (Data Management Fundamentals) Exam is designed for professionals who want to build a solid foundation in data management. DMF-1220 exam covers a wide range of topics related to data management, including data governance, data modeling, data quality, data integration, and data security. DMF-1220 Exam is intended to provide a comprehensive understanding of the principles and best practices of data management.

DAMA Data Management Fundamentals Sample Questions (Q586-Q591):

NEW QUESTION # 586
What techniques should be used and taught to produce the required ethical data handling deliverables?

A. Due to fact that ethics are constantly changing we need to constantly affirm the organizations ethic statements on an annual basis
B. Change, Communication and training techniques need to be established
C. Data Governance should define the set of ethical practices that are good for the organization
D. A privacy impact assessment (PIA) is critical to ensuring that we are adhering to ethical data management
E. Do an ethical impact assessment framework for all projects and activities involved in data management

Answer: D

NEW QUESTION # 587
The scope and focus of any data governance program depend on organizational needs, but most programs include:

A. Policy
B. Oversight
C. Strategy
D. All of the above
E. Data Management Projects
F. Compliance

Answer: D

NEW QUESTION # 588
Developing complex event processing solutions require:

A. Processing of real-time data stream to fully populate a predictive model and identify meaningful events
B. Preparation of historical data and pre-population of a predictive model
C. None of the above
D. Executing the triggered action in response to the prediction
E. All of the above
F. Integration testing for subsequent logging requirements

Answer: A,B,D

NEW QUESTION # 589
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. Synonyms are useful in discovering relationships between data elements
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. Without synonyms, you may not realize that two fields are the same

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 # 590
The dependencies of enterprise technology architecture are that it acts on specified data according to business requirements.

A. TRUE
B. FALSE

Answer: B

NEW QUESTION # 591
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