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

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DAMA Data Management Fundamentals Sample Questions (Q342-Q347):

NEW QUESTION # 342
Which answer is considered to be the best definition of data security?

A. Data security is only possible after Data Governance and Risk Management have looked at all the data, verified, definitions and conducted a impact analysis
B. Data security is the ability to track who in the organization has access to metadata
C. Data security is the body of practices and policies designed to protect an organization from security risks posed by unauthorized access to information contained in the organization's data
D. Data security occurs when all metadata is tagged as either Confidential, Public or Sensitive
E. Data security can be described as having all of an organization's data in a repository along with a policy of limited access to only those employees managing the data

Answer: C

NEW QUESTION # 343
Layers of data governance are often part of the solution. This means determining where accountability should reside for stewardship activities and who the owners of the data are.

A. FALSE
B. TRUE

Answer: B

NEW QUESTION # 344
Effective document management requires clear policies and procedures, especially regarding retention and disposal of records.

A. FALSE
B. TRUE

Answer: B

NEW QUESTION # 345
The main difference between a System of Record and a System of Reference is:

A. The data does not originate in the system of reference
B. A system of record is the source of master data; a system of reference is the source of reference data
C. A system of reference is the source of transaction data; the system of record is the source of master data
D. The data does not originate in the system of record
E. They are the same thing

Answer: A

Explanation:
A system of record (SOR) is the authoritative source where data originates, while a system of reference provides data for use but does not originate it. The DAMA-DMBOK states: "A system of record is the authoritative source for data, where it is created or updated, whereas a system of reference provides access to data that originates elsewhere, often for lookup or reporting purposes" (DMBOK2, Chapter 12: Reference and Master Data, p. 493).
Options A, C, D, and E are incorrect: A and C confuse data types, D is false, and E reverses the definition.
Reference:DAMA-DMBOK2, Chapter 12: Reference and Master Data, Section 2.3, p. 493.

NEW QUESTION # 346
Data integrity is the state of being partitioned - protected from being whole.

A. TRUE
B. FALSE

Answer: B

NEW QUESTION # 347
......

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