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DAMA DMF-1220 Exam Syllabus Topics:

Section	Objectives
Topic 1: Data Storage and Operations
Topic 2: Data Quality Management
Topic 3: Data Warehousing and Business Intelligence
Topic 4: Data Architecture
Topic 5: Data Modeling and Design
Topic 6: Data Security
Topic 7: Data Integration and Interoperability
Topic 8: Metadata Management
Topic 9: Data Governance
Topic 10: Document and Content Management
Topic 11: Reference and Master Data

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DAMA Data Management Fundamentals Sample Questions (Q686-Q691):

NEW QUESTION # 686
Data replication has two dimensions of scaling: diagonal and lateral

A. FALSE
B. TRUE

Answer: A

NEW QUESTION # 687
A database uses foreign keys from code tables for column values. This is a way of implementing:

A. Event data
B. Temporal data
C. Reference data
D. Master data
E. Star schema data

Answer: C

Explanation:
Foreign keys from code tables are used to enforce referential integrity and standardize values, which is a hallmark of reference data. The DAMA-DMBOK defines reference data as "data used to categorize or classify other data, typically maintained in code tables or lookup tables, and often used to ensure consistency across systems" (DMBOK2, Chapter 12: Reference and Master Data, p. 489). Code tables store standardized values (e.g., country codes, status codes) that are referenced by foreign keys in other tables to maintain consistency and data quality.
In contrast, master data (A) refers to core business entities like customers or products, event data (B) captures specific occurrences, star schema data (D) is a data warehousing structure, and temporal data (E) involves time-based versioning. The use of foreign keys from code tables specifically aligns with reference data management.
Reference:DAMA-DMBOK2, Chapter 12: Reference and Master Data, Section 2.1, p. 489.

NEW QUESTION # 688
The minority of operational metadata is generated as data is processed.

A. FALSE
B. TRUE

Answer: A

NEW QUESTION # 689
How can the Data Governance process best support Regulatory reporting requirements?

A. By highlighting challenges of multiple definitions within the enterprise
B. By performing a data audit
C. By creating a map of the enterprise data stores where copies of information may be found
D. By providing a look up service for definitions
E. By ensuring that data is properly owned, understood, defined, documented and controlled

Answer: E

NEW QUESTION # 690
Big Data and Data Science Governance should address such data questions as:

A. Terms for data obtained from vendors and outside organizations
B. What the data means on the source side but no assessment needed for the interpretation of results
C. What the data means on the source side and how to interpret the results on the on the output side
D. Whether to enrich the data and benefits of enrichment
E. The approach for alignment of data visualization tools to the user community

Answer: C

NEW QUESTION # 691
......

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