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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q434-Q439):

NEW QUESTION # 434
Governance ensures data is managed, but is not include the actual act of managing data.

A. FALSE
B. TRUE

Answer: B

NEW QUESTION # 435
According to the DMBoK2, by creating Data Management Services, IT involves the Data Governance Council:

A. To provide a funnel for data and information issues to take the administration load off IT
B. To estimate the enterprise needs for these services and provide the justification for staffing and funding to provide these services
C. To ensure that data and information is still managed by IT and business only plays an advisory role
D. To enable the business to maintain oversight on data and information projects
E. To provide data stewards as and when needs to perform services where IT resources are either not available or do not exist

Answer: D

NEW QUESTION # 436
An input in the Metadata management context diagram does not include:

A. Business requirements
B. Metadata standards
C. Technical metadata
D. Business metadata
E. Process Metadata

Answer: B

NEW QUESTION # 437
Where does the ethical responsibility lie with respect to managing data to reduce risks of misrepresentation, misuse, or misunderstanding?

A. Business owns the data and is therefore ethically responsible for managing data across the data lifecycle
B. The ethical responsibility lies with Data Management professionals to manage data and to manage the associated risks
C. Data modellers carry responsibility to ensure that data handling ethics are achieved by design
D. Risk Management is responsible for ethical data management
E. Everybody that makes use of data within the organization is responsible for the ethical use of the data

Answer: E

Explanation:
Ethical responsibility for data is shared across the organization, as all users must adhere to ethical principles.
The DAMA-DMBOK states: "Ethical data management is a collective responsibility, where everyone who uses or handles data within the organization is accountable for ensuring its ethical use to prevent misrepresentation, misuse, or misunderstanding" (DMBOK2, Chapter 14: Data Handling Ethics, p. 561).
Options A, C, D, and E assign responsibility too narrowly to specific roles or groups.
Reference:DAMA-DMBOK2, Chapter 14: Data Handling Ethics, Section 3.1, p. 561.

NEW QUESTION # 438
Primary deliverables of the Data Warehouse and Business Intelligence context diagram include:

A. Load Tuning Activities
B. BI Activity Monitoring
C. Release Plan
D. Data Stewardship
E. Data Products
F. Governance Activities

Answer: A,B,C,E,F

NEW QUESTION # 439
......

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