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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.

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Total 725 questions

Data replication has two dimensions of scaling: diagonal and lateral

A.

FALSE

B.

TRUE

The best way to validate that a database backup is working is to:

A.

Check for the automatic email notification of backup success

B.

Check the size of the backup file

C.

Periodically recover from the backup file

D.

Appoint a special DBA in charge of backups

E.

Check the backup logs every day

Differentiating between data and information. Please select the correct answers based on the sentence below: Here is a marketing report for the last month [1]. It is based on data from our data warehouse[2]. Next month these results [3] will be used to generate our month-over-month performance measure [4].

A.

[1] Information, [2] Information, [3] Data, [4] Information

B.

[1] Data, [2] Information, [3] Data, [4] Data

C.

[1] Data, [2] Data, [3] Data, [4] Information

D.

[1] Information, [2] Data, [3] Data, [4] Information

Organizations are legally required to protect privacy by identifying and protecting sensitive data. Who usually identifies the confidentiality schemes and identify which assets are confidential or restricted?

A.

Data Security

B.

Record Retention Department

C.

Data Owners

D.

Regulations/Laws

E.

Business Analysts

Which of the following provides the strongest tangible reason for driving initiation of a Data Governance process in an enterprise?

A.

Each division of an enterprise may have its own way to describe its business and associated metrics

B.

There is disagreement among divisions on the meaning of key metrics

C.

There is typically significant waste in an enterprise through duplication of reports and metrics

D.

Increasing regulation in industry can impose real penalties in terms of substantial fines or jail terms for non-compliance to properly managed data (e.g. accurate reporting/accounting)

E.

I've been to a conference and found that lots of our competitors are doing it

Examples of interaction models include:

A.

Hub-and-spoke

B.

Publish - subscribe

C.

Point-to-point

D.

Wheel-and-spike

A sandbox is an alternate environment that allows write-only connections to production data and can be managed by the administrator.

A.

TRUE

B.

FALSE

Within each area of consideration mentioned in question 13, they should address morale adversity as per Ethical Risk Model for Sampling Projects.

A.

FALSE

B.

TRUE

Inputs in the data storage and operations context diagram include:

A.

Data requirements

B.

Service level agreements

C.

Data Management Architecture

D.

Systems Architecture

E.

Data architecture

F.

Data models

Malware types include:

A.

Trojan horse

B.

Worm

C.

Weasel

D.

Virus

E.

Adware

F.

Camware

Sustainable Data Governance depends on:

A.

Rapid response to critical data issues

B.

The maturity level of the organization

C.

Business leadership, sponsorship, and ownership

D.

Well-documented policies

E.

Definition of 10-11 principles

There is a global trend towards increasing legislative protection of individual's information privacy. Which of these is an emerging topic related to online ethical behaviours?

A.

The right to have your personal information erased from the web, company databases, etc. pending the request does not conflict with legislative retention requirements

B.

The right to have your personal information de-identified

C.

The right to have your personal information protected in a manner that you select

D.

The right to have your personal information erased from the web and company databases, regardless of legislative retention requirements

E.

The right to have your personal information sent to you for review prior to use by another person or organization

Drivers for data governance most often focus on reducing risk or improving processes. Please select the elements that relate to the reduction in risk:

A.

Specific risk management

B.

General risk management

C.

Data ethics

D.

Data security

E.

Publicity

F.

Privacy

The warehouse has a set of storage areas, including:

A.

Staging area

B.

Data marts

C.

Consistent object attributes

D.

Operational data store (ODS)

E.

Cubes

F.

Central warehouse

Input in the Big Data and data science context diagram include:

A.

IT standards

B.

Data sources

C.

Business strategy & goals

D.

Database standards

BI tool types include:

A.

BPM

B.

Operational reporting

C.

Data lake extraction

D.

Diagnostic, self-service analytics

E.

Descriptive, self-service analytics

F.

Reduction of risk

Vulnerability is defined as:

A.

a patch in a system that allows it to be successfully unpatched and compromised.

B.

being highly data risk rated

C.

a strength in a system that allows external stakeholders to view data records.

D.

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

Data Management maturity has many goals for accomplishment including having a positive effect on culture. This is important to a Data Governance program for the following reason:

A.

It is important to be able to assess the level of current state for each component against the Data Governance best practices to determine how readily the culture has accepted Data Governance

B.

Data Governance does not affect the culture of the organization directly

C.

It is important to have many goals so that you can show progress on some of the goals even if you can't meet all of them

D.

Data management maturity only has one goal

E.

Best practices for data management are not the same as best practices for Data Governance

Within the Data Handling Ethics Context Diagram a key deliverable is the Ethical Data Handling Strategy.

A.

TRUE

B.

FALSE

The goals of implementing best practices around document and content management include:

A.

Ensuring effective and efficient retrieval and use of data and information in unstructured formats

B.

Ensuring integration capabilities between structured and unstructured data

C.

Complying with legal obligations and customer expectations

D.

Enduring integration competencies between semi-structured systems

E.

Managing the performance of data transactions

F.

Make the integration between data management and data analytics possible

Reference and Master Data Management follow these guiding principles:

A.

Quality

B.

Stewardship

C.

Authority

D.

Ownership

E.

Exclusivity

F.

Inclusivity

A goal of metadata management is to manage data related business terminology in

order toc

A.

Successfully size the database

B.

Ensure accurate data requirements are gathered for reporting

C.

Ensure people understand data content and can use data consistently

D.

Ensure people understand data definition in Bl systems

E.

Ensure the business processes align to the data model

A content strategy should end with an inventory of current state and a gap assessment.

A.

TRUE

B.

FALSE

Which of the following is not a step in the 'document and content management

lifecycle'?

A.

Capture records and content

B.

Manage versions and control

C.

Audit documents and records

D.

Create a content strategy

E.

Manage retention and disposal

What are the three qualities of an effective Data Governance function?

A.

Optimism, objective, sustainable

B.

Sustainable, embedded, measured

C.

Measured, objective, embedded

D.

Embedded, systematic, sustainable

E.

Sustainable, realistic, embedded

E-discovery is the process of finding electronic records that might serve as evidence in a legal action.

A.

TRUE

B.

FALSE

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

A.

FALSE

B.

TRUE

How does the DMBOK refer to an organization that values data as an asset and manages data through all phases of its lifecycle?

A.

A Data integration organization

B.

A Data support organization

C.

A Data-driven organization

D.

A Data-centric organization

E.

A Data management organization

Disciplines within the enterprise architecture practice does not include:

A.

Technology architecture

B.

Application architecture

C.

Information architectureService Architecture

D.

Business architecture

Data management professionals who understand formal change management will be more successful in bringing about changes that will help their organizations get more value from their data. To do so, it is important to understand:

A.

The triggers for effective change

B.

Data architecture

C.

How people experience changes

D.

Data security

E.

The barriers to change

F.

Why change fails

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Total 725 questions
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