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Free DAMA DMF-1220 Practice Exam with Questions & Answers | Set: 14

Questions 196

Metrics tied to Reference and Master Data Quality include:

Options:
A.

Addressing all queries

B.

Data steward coverage

C.

Implementing data management training

D.

Data sharing volume and usage

E.

Data ingestion and consumption

F.

Service level agreements

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Questions 197

Use business rules to support Data Integration and Interoperability at various points, to:

Options:
A.

Direct the flow of data in the organization

B.

Monitor the organization’s operational data

C.

Software alerts when events are triggered

D.

Direct when to automatically trigger events and alerts

E.

Consistency in allocation event resources

F.

None of the above

Questions 198

To become data-centric, organizations need to think differently. They need to recognize:

Options:
A.

That managing data is the same as delivering reporting

B.

That managing data is different from managing IT

C.

That managing data is the same as making better business decisions

D.

That managing data is the same as managing finance

E.

That managing data is the same as managing IT

Questions 199

A weakness or defect in a system that allows it to be successfully attacked and

compromised is a:

Options:
A.

Risk

B.

Threat

C.

Feature

D.

Vulnerability

E.

Chasm

Questions 200

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

Questions 201

What changes in data processing when a gas utility checks the condition of its assets using a drone rather than a team of people driving alongside the pipeline?

Options:
A.

Previously, they received condition data, now they receive observation data that needs to be analyzed to extract the condition

B.

Previously, they received reference data, now they receive incident data to find the work order

C.

Video data is much easier to read than structured data from the teams

D.

Previously, they received master data, now they receive reference data to find the incidents

E.

Previously, they received metadata, now they receive transactional data that needs to be analyzed to extract the data

Questions 202

The business glossary should capture business terms attributes such as:

Options:
A.

Lineage

B.

Utilization

C.

Common misunderstanding in terms

D.

System development

E.

Algorithms to supporting definitions

F.

All of the above

Questions 203

Big Data and Data Science Governance should address such data questions as:

Options:
A.

What the data means on the source side and how to interpret the results on the on the output side

B.

What the data means on the source side but no assessment needed for the interpretation of results

C.

Whether to enrich the data and benefits of enrichment

D.

Terms for data obtained from vendors and outside organizations

E.

The approach for alignment of data visualization tools to the user community

Questions 204

Data warehousing describes the operational extract, cleaning, transformation, control and load processes that maintain the data in a data warehouse.

Options:
A.

TRUE

B.

FALSE

Questions 205

Please select the answers that correctly describes the set of principles that recognizes salient features of data management and guide data management practice.

Options:
A.

Data is an asset with unique properties.

B.

It takes Metadata to manage data.

C.

The most important part of data management is security.

D.

Data management is lifecycle management.

E.

Effective data management requires leadership commitment.

F.

Efficient data management requires a team of IT professionals only.

Questions 206

One of the percentages to measure success of a records management system implantation is the percentage of the identified corporate records declared as such and put under records control.

Options:
A.

FALSE

B.

TRUE

Questions 207

Triplestores can be classified into these categories:

Options:
A.

Native triplestores

B.

All of the above

C.

None of the above

D.

RDMS-backed triplestores

E.

NoSQL triplestores

F.

MapReduce triplestores

Questions 208

The independent updating of data into a system of reference is likely to cause:

Options:
A.

Reference data inconsistencies

B.

Duplicate data

C.

Deadlocks in the database

D.

Master data inconsistencies

E.

Transaction data inconsistencies

Questions 209

Well prepared records have characteristics such as:

Options:
A.

Context

B.

Content

C.

Compliance

D.

Timeliness

Questions 210

Data governance requires control mechanisms and procedures for, but not limited to, facilitating subjective discussions where managers’ viewpoints are heard.

Options:
A.

TRUE

B.

FALSE

Exam Code: DMF-1220
Certification Provider: DAMA
Exam Name: Data Management Fundamentals
Last Update: Jul 14, 2025
Questions: 725

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