2026 DAMA DMF-1220: Popular Data Management Fundamentals Exams

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DAMA DMF-1220 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Metadata Management	8%	- Metadata lifecycle - Types of metadata - Metadata repositories
Topic 2: Data Integration and Interoperability	10%	- Integration patterns - Data exchange standards - ETL and ELT processes
Topic 3: Data Quality	12%	- Assessment and improvement - Data cleansing - Quality dimensions
Topic 4: Data Modeling and Design	10%	- Modeling standards and methods - Conceptual, logical, physical models
Topic 5: Data Governance	15%	- Governance framework and policies - Compliance and ethics - Data stewardship
Topic 6: Data Management Concepts	10%	- Definitions and principles - Data management roles and responsibilities - DAMA-DMBOK framework
Topic 7: Data Architecture	12%	- Enterprise data architecture - Data modeling and design - Architecture components and layers
Topic 8: Data Security	10%	- Privacy and protection - Access control - Security principles
Topic 9: Data Storage and Operations	8%	- Database operations - Storage technologies - Data lifecycle management
Topic 10: Reference and Master Data	5%	- Management processes - Definitions and purpose

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DMF-1220 Actual Test Answers & DMF-1220 Latest Test Braindumps

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DAMA Data Management Fundamentals Sample Questions (Q54-Q59):

NEW QUESTION # 54
An effective Data Governance communication program should include the following:

A. A custom training program
B. Events that encourage informal networking
C. Regular newsletters
D. All of these
E. A Data Governance Portal

Answer: D

NEW QUESTION # 55
A goal of metadata management is to manage data related business terminology in order toc

A. Ensure people understand data definition in Bl systems
B. Ensure people understand data content and can use data consistently
C. Successfully size the database
D. Ensure accurate data requirements are gathered for reporting
E. Ensure the business processes align to the data model

Answer: B

NEW QUESTION # 56
On example of a transformation process in ETL is:

A. Re-ordering
B. Duping
C. Servicing
D. Recording

Answer: A

NEW QUESTION # 57
Preparation and pre-processing of historical data needed in a predictive model may be performed in nightly batch processes or in near real-time.

A. TRUE
B. FALSE

Answer: A

NEW QUESTION # 58
To understand and evaluate ethical use of data within the organization what principles should we base our decisions on?

A. Data Management principles that have been agreed by the organization
B. Data Security and Privacy Principles
C. Principles focused on ideas such as fairness, respect, responsibility, integrity, quality, reliability, transparency and trust
D. There are several ethical theories that need to be understood and will provide the principles we have to apply: 1. Virtue-based ethics. 2. Deontological ethics. 3. Consequentialist ethics
E. Generally Accepted Information Principles defined by GAAP

Answer: C

NEW QUESTION # 59
......

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