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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q207-Q212):

NEW QUESTION # 207
The best way to validate that a database backup is working is to:

A. Check the size of the backup file
B. Check for the automatic email notification of backup success
C. Periodically recover from the backup file
D. Check the backup logs every day
E. Appoint a special DBA in charge of backups

Answer: C

Explanation:
Validating a database backup requires confirming that the backup can be successfully restored, as this ensures data recoverability. The DAMA-DMBOK states: "The only way to validate a backup is to perform a restore operation periodically to ensure that the backup files are complete, uncorrupted, and capable of recovering the database to a consistent state" (DMBOK2, Chapter 10: Data Storage and Operations, p. 393).
Other options are insufficient: email notifications (A) or log checks (E) may indicate completion but not restorability; checking file size (B) doesn't confirm content integrity; and appointing a DBA (D) is an organizational step, not a validation method.
Reference:DAMA-DMBOK2, Chapter 10: Data Storage and Operations, Section 4.5, p. 393.

NEW QUESTION # 208
The disclosure of sensitive addresses may occur through:

A. Inappropriate use of photocopier toner
B. Cloud-based databases
C. Software ignoring privacy tags on the data.
D. Stored procedures being called directly
E. Ineffective implementation of data architecture

Answer: C

NEW QUESTION # 209
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. The easier implementation of industry data models
C. The cheaper execution of data governance operations
D. The common metadata repository configurations
E. Having a common approach to resolving data governance issues

Answer: A

NEW QUESTION # 210
Data models comprise and contain metadata essential to data consumers.

A. TRUE
B. FALSE

Answer: A

NEW QUESTION # 211
Please select the answer that best fits the following description: Contains only real-time data.

A. Batch layer
B. Real-time layer
C. Serving layer
D. Speed layer

Answer: D

NEW QUESTION # 212
......

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