[Oct 28, 2025] Latest DMF-1220 Exam with Accurate Data Management Fundamentals PDF Questions
Practice To DMF-1220 - Exam4Free Remarkable Practice On your Data Management Fundamentals Exam
To prepare for the DAMA DMF-1220 exam, candidates need to have a solid understanding of data management principles and practices. They can achieve this by taking courses, attending workshops, and reading relevant literature on the subject. Once candidates feel confident in their knowledge, they can register for the exam and take the necessary steps to ensure they are fully prepared.
The DMF-1220 Certification Exam is an excellent way for professionals to validate their expertise in data management and enhance their career prospects. Data Management Fundamentals certification is globally recognized and provides a comprehensive understanding of the fundamental concepts and practices of data management. With the growing importance of data in today's digital age, the DMF-1220 certification is becoming increasingly valuable for professionals who work with data or aspire to do so.
The DMF-1220 exam consists of 100 multiple-choice questions and requires a passing score of at least 70%. The test is available online, and candidates have two hours to complete it. DMF-1220 exam questions are based on the DAMA International Data Management Body of Knowledge (DMBOK2), which is a comprehensive guide to data management best practices. Successful completion of the DMF-1220 exam provides candidates with a valuable credential that demonstrates their proficiency in data management fundamentals and enhances their professional credibility.
NEW QUESTION # 120
Governance ensures data is managed, but is not include the actual act of managing data.
- A. TRUE
- B. FALSE
Answer: A
NEW QUESTION # 121
In designing and building the database, the DBA should keep the following design principles in mind:
- A. Integrity
- B. Maintainability
- C. Security
- D. Assessments
- E. Reusability
- F. Performance and ease of use
Answer: A,B,C,E,F
NEW QUESTION # 122
Real-time data integration is usually triggered by batch processing, such as historic data.
- A. TRUE
- B. FALSE
Answer: B
NEW QUESTION # 123
The four main types of NoSQL databases are:
- A. Row-orientated
- B. Document
- C. Graph
- D. Strategic
- E. Key-value
- F. Column-orientated
Answer: B,C,E,F
NEW QUESTION # 124
SBA is an abbreviation for service-based architecture.
- A. TRUE
- B. FALSE
Answer: A
NEW QUESTION # 125
A System of Reference is an authoritative system where data consumers can obtain reliable data to support transactions and analysis, even if the information did not originate in the system reference.
- A. TRUE
- B. FALSE
Answer: A
NEW QUESTION # 126
The term data quality refers to only the characteristics associated with high quality data.
- A. TRUE
- B. FALSE
Answer: B
NEW QUESTION # 127
People often incorrectly combine the concepts of data management and information technology into one.
Which of the following is NOT an example of this?
- A. The migration of customer data to a new platform failed to reduce the amount of returned mail
- B. A significant focus on identity in the call centre has reduced duplication by 50%
- C. Collaboration will be improved by the new document management system
- D. The rollout of reporting corrections has been delayed by the Big Data Project
- E. The delivery of the DG portal is critical to achieving any benefits of Data Governance
Answer: B
Explanation:
Data management focuses on managing data as an asset, distinct from IT, which focuses on technology infrastructure. The DAMA-DMBOK states: "Data management is the development, execution, and supervision of plans, policies, programs, and practices that control, protect, deliver, and enhance the value of data and information assets, whereas IT focuses on the technology that supports these activities" (DMBOK2, Chapter 1: Data Management, p. 15). Option A (reducing duplication through identity focus) is a data management outcome, not an IT function, as it involves data quality and master data management. Options B, C, D, and E describe IT-related activities (e.g., Big Data projects, platform migrations, document systems, and DG portals), which are often conflated with data management.
Reference:DAMA-DMBOK2, Chapter 1: Data Management, Section 2.1, p. 15.
NEW QUESTION # 128
The goals of data security include:
- A. Understand and comply with all relevant regulations and policies for privacy and confidentiality
- B. Managing the availability of data throughout the data lifecycle
- C. Managing the performance of data transactions
- D. Ensure that the privacy and confidentiality needs of all stakeholders are enforced and audited
- E. Managing performance of data assets
- F. Enable appropriate access to enterprise data assets
Answer: A,D,F
NEW QUESTION # 129
Enterprise service buses (ESB) are the data integration solution for near real-time sharing of data between many systems, where the hub is a virtual concept of the standard format or the canonical model for sharing data in the organization.
- A. TRUE
- B. FALSE
Answer: A
NEW QUESTION # 130
Master data management includes several basic steps, which include: Develop rules for accurately matching and merging entity instances.
- A. TRUE
- B. FALSE
Answer: A
NEW QUESTION # 131
Gathering and interpreting results from a DMM or Data Governance assessment are important because:
- A. Interpreting these results is difficult
- B. Lack of results gathered can indicate a lack of assessment performance
- C. Data Management and Data Governance results are gathered and interpreted differently, depending on the organization being evaluated
- D. The assessments are done by different teams within the organization and may have different results
- E. Performing these activities objectively can ensure the success of the assessment and affect the acceptance and implementation of the data management and/or Data Governance program
Answer: E
NEW QUESTION # 132
Data and enterprise architecture deal with complexity from two viewpoints:
- A. Implementation-orientated
- B. None of the above
- C. Quality-orientated
- D. Innovation-orientated
- E. Industry-orientated
- F. Architecture-orientated
Answer: C,F
NEW QUESTION # 133
Assessment capabilities are evaluated against a pre-determined scale with established criteria. This is important because:
- A. Each process that is being evaluated must show some financial justification.
- B. Pre-determined scales give organizations a way to justify their weaknesses
- C. Established criteria in an industry make each organization more likely to want to use the industry's assessment.
- D. Each process under evaluation must be rated objectively against best practices found in many organizations and industries.
- E. It is difficult to be objective when using an internally developed assessment
Answer: D
NEW QUESTION # 134
Data modelling tools and model repositories are necessary for managing the enterprise data model in all levels.
- A. TRUE
- B. FALSE
Answer: A
NEW QUESTION # 135
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.
- A. TRUE
- B. FALSE
Answer: A
NEW QUESTION # 136
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