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DAMA
CDMP
DMF-1220
Data Management Fundamentals Questions and Answers

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Questions # 46:

Please select the transition phases in Bridges’ Transition process:

Options:

The neutral zone

The new beginning

The ending

The transition

The translation

The game

Answer

A, B, D

Questions # 47:

Which of the following is NOT required to effectively track data quality incidents?

Options:

An effective service level agreement with defined rewards and penalties

An assignment process to appropriate individuals and teams

A standard vocabulary for classifying data quality issues

A well defined system of escalation based on the impact, duration, or urgency ofan issue

An operational workflow that ensures effective resolution

Answer

Questions # 48:

When measuring the value of data architecture one should be most concerned about

Options:

Improved coding efficiency

Project speed

Number of Projects reviewed

Added business value

Cost savings

Answer

Questions # 49:

Critical Data is most often used in

Options:

Regulatory, financial, or management reporting

Business operational needs

Measuring product quality and customer satisfaction

Business strategy, especially efforts at competitive differentiation.

All of these

Answer

Questions # 50:

Triplestores can be classified into these categories:

Options:

Native triplestores

All of the above

None of the above

RDMS-backed triplestores

NoSQL triplestores

MapReduce triplestores

Answer

D, E, F

Questions # 51:

GDPR and PIPEDA are examples of:

Options:

Global data modelling standards

Content management systems

Data program rules

Primary information parsing algorithms

Data protection regulations

Answer

Questions # 52:

Examples of business processes when constructing data flow diagrams include:

Options:

Order Management

Marketing & Sales

Sales order

Invoicing

Product Development

Customer

Answer

A, B, D, E

Questions # 53:

A change management program supporting Data Governance should focus communication on what?

Options:

Promoting the value of its data assets, monitor and act on feedback about Data Governance activities & implement data management training programs.

Promote the value of its data assets

Show the value of data stewardship & implement data management training program

How many errors are in each of the various department's data

Implement a data management training program and create a data dictionary

Answer

Questions # 54:

DBAs and database architects combine their knowledge of available tools with the business requirements in order to suggest the best possible application of technology to meet organizational goals.

Options:

FALSE

TRUE

Answer

Questions # 55:

Snowflaking is the term given to normalizing the flat, single-table, dimensional structure in a star schema into the respective component hierarchical or network structures.

Options:

TRUE

FALSE

Answer

Questions # 56:

Type of Reference Data Changes include:

Options:

Row level changes to internal Reference Data sets

Row level changes to external Reference Data sets

Creation of new Reference Data sets

Business model changes on column level

Structural changes to external Reference Data sets

None of the above

Answer

A, B, C, E

Questions # 57:

The goals of data storage and operations include:

Options:

Managing performance of data assets

Capture and document explicit knowledge about an organization’s data and systems

Managing the availability of data throughout the data lifecycle

Provide the starting point for customizations, integration or even replacement of an application

Managing the performance of data transactions

Make the integration between data management and data analytics possible

Answer

A, C, E

Questions # 58:

A point to point interface architecture will, in general, have more or less interfa

formats than a service oriented architecture?

Options:

A few less

About the same

A few more

Many less

Many more

Answer

Questions # 59:

Data security includes the planning, development and execution of security policies and procedures to provide authentication, authorisation, access and auditing of data and information assets.

Options:

TRUE

FALSE

Answer

Questions # 60:

Which model has one Data Governance organization coordinate with multiple Business Units to maintain consistent definitions and standards?

Options:

Federated Data Governance Model

Central Data Governance Model

Cognitive Data Governance Model

Replicated Data Governance Model

Associative Data Governance Model

Answer

Explanation

The Federated Data Governance Model involves a central governance body coordinating with business units to ensure consistency. The DAMA-DMBOK states: “In a federated data governance model, a central data governance organization collaborates with multiple business units to maintain consistent definitions, standards, and policies while allowing localized flexibility” (DMBOK2, Chapter 3: Data Governance, p. 117). Options B, C, D, and E describe other or non-standard models.

[Reference:DAMA-DMBOK2, Chapter 3: Data Governance, Section 3.5, p. 117., ]

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