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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q369-Q374):

NEW QUESTION # 369
Data replication can be active or passive.

A. TRUE
B. FALSE

Answer: A

NEW QUESTION # 370
The data in Data warehouses and marts differ. Data is organized by subject rather than function

A. TRUE
B. FALSE

Answer: A

NEW QUESTION # 371
When constructing an organization's operating model cultural factors must be taken into consideration.

A. TRUE
B. FALSE

Answer: A

NEW QUESTION # 372
A relationship that allows an address to be used by multiple people, and each person can have multiple addresses, can be resolved:

A. By changing the role names of the foreign keys on Person and Address to ensure referential integrity
B. With an associative entity called Person Address Usage and two one-to-many relationships
C. With a partnership entity called Person Address Usage and two one-to-many relationships
D. With an additional relationship describing the address usage
E. By changing the primary keys on Person and Address to ensure referential integrity

Answer: B

Explanation:
This scenario represents a many-to-many relationship: one Person can have several Addresses, while one Address can simultaneously relate to several People. In relational data modelling, this relationship is resolved by introducing an associative entity , such as Person Address Usage. The associative entity creates two one- to-many relationships: Person to Person Address Usage and Address to Person Address Usage. It can also contain attributes specific to the association, such as address type, effective date, or usage purpose. Merely changing primary keys, foreign-key role names, or adding another direct relationship does not correctly resolve the many-to-many cardinality. DAMA-DMBOK specifically discusses adding associative entities as the standard technique for resolving many-to-many relationships.

NEW QUESTION # 373
A point to point interface architecture will, in general, have more or less interfa formats than a service oriented architecture?

A. A few more
B. A few less
C. About the same
D. Many more
E. Many less

Answer: A

NEW QUESTION # 374
......

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