Weekend Sale - Limited Time 70% Discount Offer - Ends in 0d 00h 00m 00s - Coupon code: xmaspas7

Easiest Solution 2 Pass Your Certification Exams

DMF-1220 DAMA Data Management Fundamentals Free Practice Exam Questions (2025 Updated)

Prepare effectively for your DAMA DMF-1220 Data Management Fundamentals certification with our extensive collection of free, high-quality practice questions. Each question is designed to mirror the actual exam format and objectives, complete with comprehensive answers and detailed explanations. Our materials are regularly updated for 2025, ensuring you have the most current resources to build confidence and succeed on your first attempt.

Page: 2 / 8
Total 725 questions

A System of Reference is an authoritative system where data consumers can obtain reliable data to support transactions and analysis, even if the information did not originate in the system reference.

A.

TRUE

B.

FALSE

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?

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

Naming standards for data domains should:

A.

Contain acronyms that are relevant to the organization because everyone should know them

B.

Be approved by the database administrators

C.

Minimize name changes across environments

D.

Should reflect their specific environment such as QA, Pre-Prod and Production

E.

Be short for ease of use

Preparation and pre-processing of historical data needed in a predictive model may be performed in nightly batch processes or in near real-time.

A.

TRUE

B.

FALSE

The most common drivers for initiating a Mater Data Management Program are:

A.

Metadata insecurity

B.

Managing data quality

C.

Reducing risk

D.

Managing the costs of data integration

E.

Meeting organizational data requirements

F.

Reducing latency

Defining quality content requires understanding the context of its production and use, including:

A.

Producers

B.

Timing

C.

None of the above

D.

Delivery

E.

Consumers

F.

Format

Enterprise data architecture description must include both [1] as well as [2]

A.

[1] Data Flow Design [2] Data Context Diagram

B.

[1] Enterprise Data Model [2] Architecture Diagram

C.

[1] Enterprise Data Model [2] Data Flow Design

D.

[1] Enterprise Data Model [2] Data Context Diagram

GDPR came into affect in May. 2018. What organization is responsible for awarding compliance certificates for organizations?

A.

American Nations Standards Institute (ANSI)

B.

European Union

C.

British Computing Society (BCS)

D.

National Institute of Standards and Technology (NIST)

E.

None. There are no compliance certifications

Data Fabric is:

A.

A superior star schema strategy

B.

A form of data lake that automates data acquisition and initial data qualityprocessing

C.

A metadata repository

D.

A way of sewing together different data concepts into a single data warehouse

E.

Just another data warehouse with no distinguishing features

Bold means doing something that might cause short term pain, not just something that looks good in a marketing email.

A.

TRUE

B.

FALSE

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

A.

Master data

B.

Event data

C.

Reference data

D.

Star schema data

E.

Temporal data

Business metadata focuses largely on the content and condition of the data and includes details related to data governance.

A.

TRUE

B.

FALSE

Which of the following is NOT a stage of the Data Quality Management Cycle?

A.

Check

B.

Do

C.

Plan

D.

Act

E.

Intervene

Please select the two concepts that drive security restrictions:

A.

Regulation

B.

Regression

C.

Confidence level

D.

Confidentiality level

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

A.

Improved coding efficiency

B.

Project speed

C.

Number of Projects reviewed

D.

Added business value

E.

Cost savings

An image processing system captures, transforms and manages images of paper and electronic documents.

A.

TRUE

B.

FALSE

Latency can be:

A.

Batch

B.

Event-driven

C.

Distributed

D.

Real-time synchronous

Examples of technical metadata include:

A.

Column Properties

B.

Access permissions

C.

Internal

D.

Conceptual

E.

ETL job details

What position is responsible for the quality and use of their organization's data

assets?

A.

Data Architect

B.

Data Steward

C.

Data Scientist

D.

Chief Information Officer

E.

Data Modeler

Metadata is described using different set of categories, including:

A.

Descriptive Metadata, Structural Metada, Administrative Metadata

B.

Diagnostic Metadata, Structural Metada, Administrative Metadata

C.

Prescriptive Metadata, Serial Metada, Administrative Metadata

D.

Descriptive Metadata, Serial Metada, Administrative Metadata

E.

None of the above

Type of Reference Data Changes include:

A.

Row level changes to internal Reference Data sets

B.

Row level changes to external Reference Data sets

C.

Creation of new Reference Data sets

D.

Business model changes on column level

E.

Structural changes to external Reference Data sets

F.

None of the above

Metadata is essential to the management of unstructured data as it id to the management of structured data.

A.

TRUE

B.

FALSE

Which artifact is the highest level of abstraction in the Enterprise Data Model?

A.

Data Ownership Model

B.

Top-level Process Model

C.

Subject Area Model

D.

Conceptual Model

E.

Systems Portfolio Model

The neutral zone is one of the phases in the Bridges’ transition phases.

A.

TRUE

B.

FALSE

When trying to integrate a large number of systems, the integration complexities can

be reduced by:

A.

The use of 5QL

B.

Clear business specification and priorities

C.

The use of a common data model

D.

Tackling the largest systems first

E.

Using data quality measures and targets.

What are the primary drivers of data security activities?

A.

Risk reduction

B.

Risk alleviation

C.

Business growth

D.

Business compliance

How can the Data Governance process best support Regulatory reporting requirements?

A.

By providing a look up service for definitions

B.

By ensuring that data is properly owned, understood, defined, documented and controlled

C.

By performing a data audit

D.

By creating a map of the enterprise data stores where copies of information may be found

E.

By highlighting challenges of multiple definitions within the enterprise

Integrating data security with document and content management knowledge areas.

guides the implementation of:

A.

Appropriate access and authorization to unstructured data

B.

Fitness for purpose metrics for unstructured data

C.

Appropriate privacy controls on data marts

D.

Appropriate access and authorization to structured data

E.

Straight-through processing for NoSQL queries

A ‘Content Distribution Network’ supporting a multi-national website is likely to use:

A.

An extract, transform, and load solution

B.

An archiving solution

C.

A replication solution

D.

A database backup and restore solution

E.

A records disposal solution

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

A.

FALSE

B.

TRUE

Page: 2 / 8
Total 725 questions
Copyright © 2014-2025 Solution2Pass. All Rights Reserved