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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.

Page: 7 / 8
Total 725 questions

Examples of transformation include:

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

Please select the correct name for the LDM abbreviation

A.

Logical Data Model

B.

Logical Dimensional Model

C.

Lifecycle Data Model

D.

Lifecycle Dimensional Model

The implementation of a Data Warehouse should follow these guiding principles:

A.

Managing performance of data assets

B.

Focus on the business goals

C.

Managing the availability of data throughout the data lifecycle

D.

Start with the end in mind

E.

Managing the performance of data transactions

F.

Collaborate

In data modelling practice, entities are linked by:

A.

Relationships

B.

Processes

C.

Cardinality

D.

Indexes

E.

Triggers

Which of these is NOT a component of an enterprise wide data strategy?

A.

A business Case for better data management

B.

A description of data management roles & organizations

C.

An outline of 'as is' and 'to be' technical architectures

D.

A data management roadmap, highlighting major activities

E.

A vision statement for data management

SOA stand for Service Orchestrated Architecture

A.

TRUE

B.

FALSE

Data modeller: responsible for fata model version control an change control

A.

TRUE

B.

FALSE

The goals of Data Integration and Interoperability include:

A.

Provide data securely, with regulatory compliance, in the format and timeframe needed.

B.

Lower cost and complexity of managing solutions by developing shared models and interfaces.

C.

Managing the availability of data throughout the data lifecycle

D.

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

E.

Identify meaningful events and automatically trigger alerts and actions.

F.

Support business intelligence, analytics, master data management and operational efficiency efforts.

A metadata repository is essential to assure the integrity and consistent use of an enterprise data model across business processes.

A.

TRUE

B.

FALSE

In a global organization which must operate under many local jurisdictions, each with their own legislative and compliance laws, which type of Data Governance Operating Model Type would best apply?

A.

Centralized

B.

Globalized

C.

Replicated

D.

Federated

E.

Contemporary

The purpose of data governance is to ensure that data is managed properly, according to policies and best practices. Data governance is focused on how decisions are made about data and how people and processes are expected to behave in relation to data.

A.

TRUE

B.

FALSE

Deliverables in the Metadata Management context diagram include:

A.

Metadata Strategy

B.

Metadata Standards

C.

Data Lineage

D.

Metadata Architecture

E.

Metadata design

F.

Data storage and operations

Coupling describes the degree to which two systems are intertwined.

A.

FALSE

B.

TRUE

Data Fabric is:

A.

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

B.

A metadata repository

C.

A form of data lake that automates data acquisition and initial data quality processing

D.

A superior star schema strategy

E.

Just another data warehouse with no distinguishing features

Which of these best describes the purpose of a Communications Plan in Data Governance?

A.

A Communications plan is required to schedule the email updates to stakeholders

B.

Implementing Data Governance requires you to know who to communicate issues and incidents via social media

C.

Implementing Data Governance requires you to engage with external suppliers to tell them what standards have changed

D.

Implementing Data Governance is a change management activity, and planned communications are essential for successful change

E.

Implementing Data Governance is a great brand development opportunity for your organization, so you need to engage media in a planned way

Inputs in the reference and master data context diagram include:

A.

None of the above

B.

Business Drivers

C.

Business model

D.

Data Glossary

E.

Cultural Drivers

F.

All of the above

Small reference data value sets in the logical data model can be implemented in a physical model in three common ways:

A.

Create a matching separate code table

B.

Create a master shared code table

C.

None of the above

D.

Program integration by joining tables

E.

Embed rules or valid codes into the appropriate object’s definition.

F.

Roadmap Development

Location Master Data includes business party addresses and business party location, as well as facility addresses for locations owned by organizations.

A.

TRUE

B.

FALSE

When reviewing data access plans, sequential searching is slowing the database. One

way to fix this is:

A.

Reducing the number of database users

B.

Creating new indexes

C.

Adding more memory

D.

Converting it to an in-memory database

E.

Moving the database to the cloud

An organization will create an uncover valuable Metadata during the process of developing Data Integration and Interoperability solutions.

A.

TRUE

B.

FALSE

Information gaps represent enterprise liabilities with potentially profound impacts on operational effectiveness and profitability.

A.

TRUE

B.

FALSE

The library of Alexandria was one of the largest collection of books in the ancient

world. Which DMBoK knowledge area is most aligned with managing the collection?

A.

Data Integration and Interoperability

B.

Reference and Master Data

C.

Data Security

D.

Document and Content Management

E.

Data Govemance

Data governance can be understood in terms of political governance. It includes the following three function types:

A.

Legislative-like functions

B.

Judicial-like functions

C.

Ethical-like functions

D.

Executive functions

E.

Data-like functions

F.

Morality-like functions

In designing and building the database, the DBA should keep the following design principles in mind:

A.

Assessments

B.

Maintainability

C.

Reusability

D.

Performance and ease of use

E.

Security

F.

Integrity

Several global regulations have significant implications on data management practices. Examples include:

A.

BCBS 239

B.

Data Standards

C.

Privacy laws

D.

Effectiveness of education Standards

E.

SPCA

F.

PCI-DSS

A DMZ is bordered by 2 firewalls. These are between the DMZ and the:

A.

Korean peninsula

B.

Internet, for added security

C.

Internet and extranet

D.

Internet and internal systems

E.

Internet and intranet

If data is not integrated with care it presents risk for unethical data handling. These ethical risks intersect with fundamental problems in data management including: Limited knowledge of data’s origin and lineage; Data of poor quality; Unreliable Metadata; and Documentation of error remediation.

A.

TRUE

B.

FALSE

The categories of the Data Model Scorecard with the highest weightings include:

A.

How well does the model capture the requirements?

B.

None of the above

C.

How good are the definitions?

D.

How complete is the model?

E.

How structurally sound is the model?

F.

All of the above

Which of these is NOT likely in the scope of Data Governance and Stewardship?

A.

Data asset valuation in order to allocate priority to data quality management

B.

Ensure the privacy needs of stakeholders are enforced and audited

C.

To train staff on data governance principles, embedding them in everyday decision making

D.

To adjust the definitions of items in the chart of accounts to improve financial management

E.

Monitor compliance to record management policies

A Metadata repository contains information about the data in an organization, including:

A.

Hierarchical

B.

Data structure

C.

Warped

D.

Business rules for managing data

E.

Content

F.

None of the above

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Total 725 questions
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