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The DMF-1220 certification exam is a valuable credential for professionals in the field of data management. It demonstrates an individual's knowledge and skills in data modeling, data governance, data quality, data integration, and data security. DMF-1220 Exam is suitable for all levels of professionals and is recognized globally. Candidates can register for the exam online and choose from over 5,000 testing centers located in more than 180 countries.

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The DMF-1220 exam is recognized globally and is administered by the Data Management Association International (DAMA). DAMA is a not-for-profit professional organization that promotes the development and advancement of data management practices and standards. The DMF-1220 Exam is part of the DAMA International Certification Program, which includes other exams such as the CDMP (Certified Data Management Professional) and the DMBOK (Data Management Body of Knowledge).

DAMA Data Management Fundamentals Sample Questions (Q452-Q457):

NEW QUESTION # 452
Data security internal audits ensure data security and regulatory compliance policies are followed should be conducted regularly and consistently.

A. TRUE
B. FALSE

Answer: A

NEW QUESTION # 453
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. TRUE
B. FALSE

Answer: A

NEW QUESTION # 454
All metadata management solutions include architectural layers including:

A. Metadata usage
B. Metadata control and management
C. None of the above
D. Metadata delivery
E. Metadata integration
F. Metadata Quality Assurance Testing

Answer: A,B,D,E

NEW QUESTION # 455
XML is the abbreviation for standard mark-up language.

A. FALSE
B. TRUE

Answer: A

NEW QUESTION # 456
A business case for adding a new Master Data Management solution is dependent on achieving greater value from:

A. Avoiding reference data management
B. Decommissioning all the other systems that manage this data
C. Decentralising shared data because it is closer to where the business needs it
D. Centralised coordination of shared data versus the data management and integration cost of running another copy of the data
E. Mining golden records

Answer: D

Explanation:
A Master Data Management business case must demonstrate that the value obtained from centrally coordinating shared enterprise data exceeds the additional cost and complexity of implementing and operating the MDM capability. Master data-such as customer, product, employee, supplier, or location information- is commonly duplicated across applications. Without coordination, organizations incur reconciliation, integration, data quality, and governance costs while different systems may maintain conflicting versions of important entities. MDM establishes controlled, authoritative and reconciled shared data and reduces these inconsistencies. DAMA guidance emphasizes that shared master data belongs to the organization rather than to an individual application or department and highlights the importance of coordinated management. MDM does not necessarily eliminate every operational source system, nor is its principal purpose simply to "mine" golden records. The economic justification is therefore the balance between centralized coordination benefits and integration/management costs.

NEW QUESTION # 457
......

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