[Jan 22, 2026] Lesson Brilliant PDF for the DMF-1220 Tests Free Updated Today [Q322-Q339]

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[Jan 22, 2026] Lesson Brilliant PDF for the DMF-1220 Tests Free Updated Today

Get New 2026 Valid Practice DAMA CDMP DMF-1220 Q&A – Testing Engine

NO.322 Data science merges data mining, statistical analysis, and machine learning with the integration and data modelling capabilities, to build predictive models that explore data content patterns.

FALSE

TRUE

NO.323 ETL is the basic process which is central to all areas in Data Integration and Interoperability. It is an abbreviation for extract, transition and load.

TRUE

FALSE

NO.324 The second stage of Kotter’s eight stage process is:

Developing a vision and a strategy

Establishing a sense of urgency

Creating short term wins

Creating the guiding coalition

NO.325 A catastrophic system failure due to processing attachments that are too large may be solved by:

Changing the network bandwidth to handle infinitely sized attachments

Associating attachment size with the attachment and changing the process to check the size is less than the upper limit

Compressing the attachment before sending it in an email

Increasing the available memory on the database

Associating attachment date with the attachment and changing the process tocheck the date is less than
1 month old

NO.326 The best preventative action to prevent poor quality data from entering an organisation include:

Institute a formal change control

Define and enforce rules

Implement data governance and stewardship

None of the above

Train data procedures

Establish data entry controls

NO.327 Metadata is described using three sets od categories, including:

Structural Metadata

Descriptive Metadata

Generic Metadata

Administrative metadata

Conceptual Metadata

NO.328 Please select the 3 visuals that depict DAMA’s Data Management Framework.

The DAMA Octagon

The Knowledge Area Context Diagram

The Data Quality Function Context Diagram

The DAMA Wheel

The Environmental Factors hexagon

NO.329 Data governance requires control mechanisms and procedures for, but not limited to, assignment and tracking of action items.

FALSE

TRUE

NO.330 Risk classifications describe the sensitivity of the data and the likelihood that it might be sought after for malicious purposes.

TRUE

FALSE

NO.331 Which of the following is a core principle of any Data Governance program?

All metadata should be held in a central Metadata repository acquired for that purpose

Data should be formally owned by the IT Department, who is tasked with leading Data Governance across the organization

All information and data stored by the company should be subject to formal Data Governance

All important company data should be subject to formal business ownership and stewardship and be systematically measured and improved where necessary

Governance of corporate data held on Cloud provider platforms is the sole responsibility of the Cloud provider

A core principle of data governance is business ownership and stewardship of critical data. The DAMA- DMBOK states: “A fundamental principle of data governance is that all important company data should be subject to formal business ownership and stewardship, with systematic measurement and improvement” (DMBOK2, Chapter 3: Data Governance, p. 107). Option D is correct.
Reference:DAMA-DMBOK2, Chapter 3: Data Governance, Section 2.3, p. 107.

NO.332 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?

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

The right to have your personal information de-identified

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

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

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

NO.333 What are the primary drivers of data security activities?

Risk reduction

Risk alleviation

Business growth

Business compliance

NO.334 As part of its transformation, the organization must identify and respond to different kinds of roadblocks. Please select the answer that is not a roadblock:

Active resistance

Psychological

Systematic

Structural

NO.335 Business glossary is not merely a list of terms. Each term will be associated with other valuable metadata such as synonyms, metrics, lineage, or:

Sanctioned rules

Archive Rules

Business Rules

Database Type

Data Length

NO.336 Deliverables in the Metadata Management context diagram include:

Metadata Strategy

Metadata Standards

Data Lineage

Metadata Architecture

Metadata design

Data storage and operations

NO.337 Data models are critical to effective management of data. They:

Provide a common vocabulary around data

Capture and document explicit knowledge about an organization’s data and systems

Serve as a primary communication tool during projects

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

Provide the organisation with clear system of the architecture

Make the integration between data management and data analytics possible

NO.338 Please select the types of DBA specializations:

Data

Application

Innovation

Development

Procedural

All of the above

NO.339 OCR is the abbreviation for Optical Character Recognition.

TRUE

FALSE

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The DMF-1220 certification exam is a valuable credential for professionals in the field of data management. It demonstrates an individual’s knowledge and skills in data modeling, data governance, data quality, data integration, and data security. DMF-1220 exam is suitable for all levels of professionals and is recognized globally. Candidates can register for the exam online and choose from over 5,000 testing centers located in more than 180 countries.

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