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DMF-1220 Exam Dumps - DAMA CDMP Questions and Answers

Question # 79

Sample value metrics for a data governance program include:

Options:

A.

Reduction of risk

B.

Improved efficiency in operations

C.

Effectiveness of education

D.

Achievements of goals and objectives

E.

Contributions to business objectives

F.

Effectiveness of communication

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Question # 80

All data is of equal importance. Data quality management efforts should be spread between all the data in the organization.

Options:

A.

TRUE

B.

FALSE

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Question # 81

Examples of transformation in the ETL process onclude:

Options:

A.

De-duping

B.

Structure changes

C.

Hierarchical changes

D.

Re-ordering

E.

Semantic conversions

F.

None of the above

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Question # 82

A completely distributed architecture maintains a single access point. The metadata retrieval engine responds to user requests by retrieving data from source systems in real time.

Options:

A.

FALSE

B.

TRUE

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Question # 83

Inputs in the Data Integration and Interoperability context diagram include:

Options:

A.

Data needs & standards

B.

Data semantics

C.

Business goals & strategies

D.

Source data

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Question # 84

Effective data management involves a set of complex, interrelated processes that disable an organization to use its data to achieve strategic goals.

Options:

A.

FALSE

B.

TRUE

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Question # 85

Latency can be:

Options:

A.

Batch

B.

Event-driven

C.

Distributed

D.

Real-time synchronous

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Question # 86

Please select the types of DBA specializations:

Options:

A.

Data

B.

Application

C.

Innovation

D.

Development

E.

Procedural

F.

All of the above

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Question # 87

JSON is an open, lightweight standard format for data interchange.

Options:

A.

FALSE

B.

TRUE

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Question # 88

The accuracy dimension has to do with the precision of data values.

Options:

A.

TRUE

B.

FALSE

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Question # 89

Examples of transformation include:

Options:

A.

Format changes, structure changes, replication conversion, re-duplication anddata ordering

B.

Application changes, infrastructure changes, software conversion, de-duplicationand re-ordering

C.

Data modelling changes, structure changes, metric conversion, de-duplicationand reordering

D.

Format changes, structure changes, semantic conversion, de-duplication and re-ordering

E.

Organisation changes, location changes, business strategy conversion, down-sizing and outsourcing

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Question # 90

Please select the 3 visuals that depict DAMA’s Data Management Framework.

Options:

A.

The DAMA Octagon

B.

The Knowledge Area Context Diagram

C.

The Data Quality Function Context Diagram

D.

The DAMA Wheel

E.

The Environmental Factors hexagon

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Question # 91

Please select the answer that best fits the following description: Contains only real-time data.

Options:

A.

Batch layer

B.

Speed layer

C.

Serving layer

D.

Real-time layer

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Question # 92

The European Commission Article 29 Data Protection Working Party provides a set of criteria to evaluate anonymization methods. What do they recommend?

Options:

A.

It is useful to use small groups because it is not possible to discover the identity of an individual from a small group of individuals.

B.

Datasets that includes individuals occupations as well as demographic information could never be linked to publicly available profiles.

C.

Delete particular types of data to prevent identification of an individual. This is better than masking data.

D.

Anonymity is protected when it is only possible to analyse sizable 'clusters' of individuals who cannot be distinguished from one another based on their attributes.

E.

Use Social Media data because people have already shared their information and do not care about anonymity.

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Question # 93

The IT security policy provides categories for individual application, database roles, user groups and information sensitivity.

Options:

A.

TRUE

B.

FALSE

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Exam Code: DMF-1220
Exam Name: Data Management Fundamentals
Last Update: Apr 29, 2025
Questions: 666
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