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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 Management Professionals only work with the technical aspects related to data.

A.

TRUE

B.

FALSE

Compound authorization groups provide a means to:

A.

Effectively prepare for data security audits

B.

Distract the data security officer

C.

Encrypt sensitive transmissions of data

D.

Precisely configure an individual's access to a system

E.

Obfuscate a user's actual access to a system

Data quality issues only emerge at initial stages of the data lifecycle.

A.

TRUE

B.

FALSE

Some ways to measure value of data include:

A.

Replacement cost

B.

Market value

C.

Selling Data

D.

Risk cost

E.

Identified opportunities

F.

All of the above

Looking at the DMBoK definition of Data Governance, and other industry definitions, what are some of the common key elements of Data Governance?

A.

Exercise of authority, formalization of reporting lines, implementation of supporting technology, definition of common glossaries

B.

Alignment of Business and IT strategies, definition of data standards, implementation of Data Governance and metadata software tools

C.

Agreed models for decision making and decision rights, defined authority and escalation paths, structures for assigning accountability and delegating responsibility, alignment with business objectives

D.

Agreed architectures, transparent policies, shared language, effective tools, delegated authority, stewardship

E.

Agreed models for data design and definition, decision rights regarding standards and controls, delegation of accountability

What business function is best aligned to deliver oversight to data architecture ?

A.

Data Govemance

B.

Business Innovation

C.

Business Integration

D.

Chief Technology Office

E.

Enterprise Architecture

Many people assume that most data quality issues are caused by data entry errors. A more sophisticated understanding recognizes that gaps in or execution of business and technical processes cause many more problems that mis-keying.

A.

TRUE

B.

FALSE

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

implementing:

A.

Event data

B.

Temporal data

C.

Reference data

D.

Master data

E.

Star schema data

The main difference between a System of Record and a System of Reference is:

A.

A system of reference is the source of transaction data; the system of record is the source of master data

B.

The data does not originate in the system of reference

C.

A system of record is the source of master data; a system of reference is the source of reference data

D.

They are the same thing

E.

The data does not originate in the system of record

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Total 725 questions
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