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The Data Management Fundamentals certification exam is designed to be challenging, and candidates are required to demonstrate their knowledge of the fundamental concepts and principles of data management. Data Management Fundamentals certification exam consists of 100 multiple-choice questions, and candidates have 90 minutes to complete the exam. DMF-1220 exam is administered by DAMA International, which is a non-profit organization that promotes the development of data management professionals and the advancement of the data management profession.

The DMF-1220 Certification Exam is a multiple-choice test consisting of 100 questions with a time limit of 90 minutes. DMF-1220 exam covers a wide range of topics related to data management, including data modeling, data warehousing, data integration, and master data management. Candidates who achieve a passing score of 70% or higher will receive the DMF-1220 certification, which is valid for three years. DMF-1220 exam is administered through Pearson VUE, which has testing centers located in over 170 countries worldwide.

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The DMF-1220 Certification Exam is an industry-standard exam that is recognized globally. DMF-1220 exam is designed to assess the understanding of data management fundamentals and the practical application of these principles in real-world scenarios. DMF-1220 Exam is intended for anyone who is seeking to enhance their knowledge and skills in data management, including data architects, data analysts, data administrators, and data quality professionals.

DAMA Data Management Fundamentals Sample Questions (Q558-Q563):

NEW QUESTION # 558
Most people who work with data know that it is possible to use data to misrepresent facts. Which of the following is NOT a way in which data is used to misrepresent facts?

A. Leaving out the relationship between data points in a chart
B. Providing transparency on the sources, uses, and intent of the data used in a report
C. Data collected with bias to prove a pre-conceived idea is correct
D. Leaving out required context in a report resulting in ambiguity and assumptions being made about the data points
E. Omission or inclusion of certain data points in a report or activity based on timing

Answer: B

Explanation:
Misrepresenting facts involves biased or incomplete data presentation. The DAMA-DMBOK states: "Data misrepresentation can occur through biased collection, omitting context, selective data inclusion, or ignoring relationships, whereas transparency about sources and intent mitigates misrepresentation" (DMBOK2, Chapter 7: Data Quality, p. 271). Option D prevents misrepresentation, unlike A, B, C, and E.
Reference:DAMA-DMBOK2, Chapter 7: Data Quality, Section 3.3, p. 271.

NEW QUESTION # 559
Customer value comes when the economic benefit of using data outweighs the costs of acquiring and storing it, as well we managing risk related to usage. Which of these is not a way to measure value?

A. Identified opportunities
B. Market value
C. User perspective
D. Risk cost
E. Replacement cost

Answer: E

NEW QUESTION # 560
The goals of data storage and operations include:

A. Managing the availability of data throughout the data lifecycle
B. Capture and document explicit knowledge about an organization's data and systems
C. Make the integration between data management and data analytics possible
D. Provide the starting point for customizations, integration or even replacement of an application
E. Managing performance of data assets
F. Managing the performance of data transactions

Answer: A,E,F

NEW QUESTION # 561
The advantage of a decentralized data governance model over a centralized model is:

A. An increased level of ownership from local decision making groups
B. Having a common approach to resolving data governance issues
C. The common metadata repository configurations
D. The cheaper execution of data governance operations
E. The easier implementation of industry data models

Answer: A

NEW QUESTION # 562
The ethics of data handling are complex, but is centred on several core concepts. Please select the correct answers.

A. Potential for misuse
B. Potential for data management
C. Impact on people
D. Economic value of ethics
E. Economics value of data
F. Impact on machines

Answer: A,C,E

NEW QUESTION # 563
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