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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q118-Q123):

NEW QUESTION # 118
CMA is an abbreviation for Capability Maturity Assessment.

A. FALSE
B. TRUE

Answer: B

NEW QUESTION # 119
An authoritative system where data is created/captured, and/or maintained through a defined set of rules and expectations is called:

A. A System of Record
B. A System of Reference
C. A System of Referential Integrity
D. A System of Retirement
E. A System of Systems

Answer: A

NEW QUESTION # 120
The European Commission Article 29 Data Protection Working Party provides a set of criteria to evaluate anonymization methods. What do they recommend?

A. It is useful to use small groups because it is not possible to discover the identity of an individual from a small group of individuals.
B. Datasets that includes individuals occupations as well as demographic information could never be linked to publicly available profiles.
C. Use Social Media data because people have already shared their information and do not care about anonymity.
D. Delete particular types of data to prevent identification of an individual. This is better than masking data.
E. Anonymity is protected when it is only possible to analyse sizable 'clusters' of individuals who cannot be distinguished from one another based on their attributes.

Answer: E

NEW QUESTION # 121
The disclosure of sensitive addresses may occur through:

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

Answer: E

NEW QUESTION # 122
Which statement best describes the relationship between documents and records?

A. Documents and records are the same thing
B. Documents are written and records are audio
C. Documents and records are not related
D. Documents are a sub-set of records
E. Records are a sub-set of documents

Answer: E

NEW QUESTION # 123
......

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