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DAMA DMF-1220 Exam Syllabus Topics:

Section	Objectives
Metadata Management
Document and Content Management
Data Architecture
Data Security
Data Modeling and Design
Reference and Master Data
Data Quality Management
Data Governance
Data Warehousing and Business Intelligence
Data Storage and Operations
Data Integration and Interoperability

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DAMA Data Management Fundamentals Sample Questions (Q514-Q519):

NEW QUESTION # 514
One of the difficulties when integrating multiple source systems is:

A. Completing the data architecture on time for the first release
B. Having a data quality rule applicable to all source systems
C. Modifying the source systems to align to the enterprise data model
D. Maintaining documentation describing the data warehouse operation
E. Determining valid links or equivalences between data elements

Answer: E

Explanation:
Integrating multiple source systems is challenging due to the need to identify valid links or equivalences between data elements across systems (e.g., matching customer IDs). The DAMA-DMBOK states: "A key challenge in data integration is determining equivalences between data elements from disparate sources, requiring mapping and transformation to ensure consistency" (DMBOK2, Chapter 13: Data Integration and Interoperability, p. 513).
Options A, C, D, and E are challenges but less central: documentation (A) is operational, modifying systems (C) is often impractical, universal rules (D) are difficult but secondary, and architecture timing (E) is project- related.
Reference:DAMA-DMBOK2, Chapter 13: Data Integration and Interoperability, Section 3.2, p. 513.

NEW QUESTION # 515
Organizations should evaluate several maturity assessment models for data management, and for Data Governance, before adopting one or before developing a custom maturity assessment model because:

A. Performing an assessment without evaluating multiple models does not provide the organization with the ability to use the easiest model
B. Vendors may go out of business so organizations need to choose wisely
C. Each DMMM is based on a specific approach and needs to align with an organization's needs
D. Choosing a maturity model for an organization is expensive
E. Each maturity model is flawed and the organization must find the flaws and work around them

Answer: C

NEW QUESTION # 516
A data architecture team is best described as:

A. An operational data provisioning group
B. A strategic planning and compliance team
C. The authors of reference data
D. A group of strong database administrators
E. A well-managed project of architectural development

Answer: B

NEW QUESTION # 517
Vulnerability is defined as:

A. a patch in a system that allows it to be successfully unpatched and compromised.
B. being highly data risk rated
C. a weakness or defect in a system that allows it to be successfully attacked and compromised.
D. a strength in a system that allows external stakeholders to view data records.

Answer: C

NEW QUESTION # 518
How does the DMBOK refer to an organization that values data as an asset and manages data through all phases of its lifecycle?

A. A Data management organization
B. A Data-centric organization
C. A Data-driven organization
D. A Data integration organization
E. A Data support organization

Answer: B

Explanation:
The DAMA-DMBOK refers to organizations that treat data as a strategic asset and manage it across its lifecycle as "data-centric." It states: "A data-centric organization values data as an asset, integrates data management into its culture, and manages data through all phases of its lifecycle, from creation to retirement" (DMBOK2, Chapter 3: Data Governance, p. 103).
Options A, B, C, and E are incorrect: C refers to decision-making approaches, while others are not DMBOK terms.
Reference:DAMA-DMBOK2, Chapter 3: Data Governance, Section 2.1, p. 103.

NEW QUESTION # 519
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