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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q416-Q421):

NEW QUESTION # 416
Data modelling tools and model repositories are necessary for managing the enterprise data model in all levels.

Answer: A


NEW QUESTION # 417
Which of these is NOT likely in the scope of Data Governance and Stewardship?

Answer: D

Explanation:
Data governance focuses on data-related policies, not financial account definitions. The DAMA-DMBOK states: "Data governance and stewardship include valuing data assets, ensuring privacy, training staff, and monitoring compliance with data policies, but financial account definitions fall under financial management" (DMBOK2, Chapter 3: Data Governance, p. 109). Option D is outside the scope.
Reference:DAMA-DMBOK2, Chapter 3: Data Governance, Section 2.2, p. 109.


NEW QUESTION # 418
The most important reason to implement operational data quality measurements is to inform data consumers about levels of data effectiveness.

Answer: B


NEW QUESTION # 419
Data Fabric is:

Answer: C

Explanation:
Data Fabric is an advanced data architecture that integrates data lakes with automation for data acquisition and quality processing. The DAMA-DMBOK states: "Data Fabric is a form of data lake that leverages metadata and automation to streamline data acquisition, integration, and initial quality processing, enabling agile data access" (DMBOK2, Chapter 4: Data Architecture, p. 161).
Options A, B, D, and E are incorrect: A is metaphorical, B is too narrow, D relates to data warehousing, and E dismisses Data Fabric's unique features.
Reference:DAMA-DMBOK2, Chapter 4: Data Architecture, Section 5.3, p. 161.


NEW QUESTION # 420
Data mining is a sub-field of supervised learning where users attempt to model data elements and predict future outcomes through the evaluation of probability estimates.

Answer: B


NEW QUESTION # 421
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