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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q108-Q113):

NEW QUESTION # 108
Different types of product Master Data solutions include:

A. None of the above
B. Product Data in Enterprise Resource Planning (ERP)
C. Product Lifecycle Management (PLM)
D. People Lifecycle Product Management (PLPM)
E. Product data in Manufacturing Execution Systems (MES)

Answer: B,C,E

NEW QUESTION # 109
Assessment criteria are broken into levels, and most capability maturity models use five (5) levels. This is important since:

A. Assessments are difficult and breaking them into levels makes them more difficult to perform
B. It is not important how many levels there are; vendors do this to show they have a complex model
C. The organization must be able to manage each criterion, and breaking them into levels is the only way to do that
D. Each capability level will have specific criteria associated with its completion. To move to the next higher level, all the capabilities of the current level must be satisfied
E. Each capability is separate, so each level represents a separate stage in development

Answer: D

Explanation:
Capability maturity models (e.g., CMMI) use five levels to assess and improve processes, with each level requiring completion of specific criteria. The DAMA-DMBOK states: "Maturity models, such as the Data Management Maturity Model, use five levels, where each level has defined criteria that must be fully satisfied to progress to the next level" (DMBOK2, Chapter 1: Data Management, p. 21). Option B accurately describes this structure.
Reference:DAMA-DMBOK2, Chapter 1: Data Management, Section 2.3, p. 21.

NEW QUESTION # 110
The CAP theorem asserts that the distributed system cannot comply with all the parts of the ACID. A distributed system must instead trade-off between the following properties:

A. Partition tolerance
B. System development
C. Consistency
D. Availability
E. All of the above
F. Utilization

Answer: A,C,D

NEW QUESTION # 111
Content refers to the data and information inside a file, document or website.

A. FALSE
B. TRUE

Answer: B

NEW QUESTION # 112
A project scope requires the collection, exchange, and reporting of data from multiple in-house custom systems. Documents gathered include business concepts, existing database schemas, XSDs, and reporting layouts. How many models of each layer of abstraction can be expected?

A. Only 1 conceptual data model, 1 logical data model, and 1 physical data model
B. More XSDs than reporting layouts
C. More physical data models than logical data models, and more logical data models than conceptual data models
D. More conceptual data models than physical data models
E. The same number of each of the model types

Answer: C

Explanation:
In data modeling, there are three levels of abstraction: conceptual, logical, and physical. For a project involving multiple systems, the DAMA-DMBOK explains: "Conceptual models are high-level and few in number, focusing on business entities and relationships. Logical models provide more detail, mapping to multiple systems or schemas, and physical models are the most numerous, tailored to specific database implementations" (DMBOK2, Chapter 5: Data Modeling and Design, p. 177). Since each system may have its own physical schema (physical model) and multiple systems may share logical models, while a single or few conceptual models cover the enterprise, the number of models typically follows: physical > logical > conceptual.
Options A and B don't address modeling layers; D assumes only one model per layer, which is unrealistic for multiple systems; and E reverses the hierarchy. Thus, C is correct.
Reference:DAMA-DMBOK2, Chapter 5: Data Modeling and Design, Section 3.2, p. 177.

NEW QUESTION # 113
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