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DAMA DMF-1220 Exam Syllabus Topics:

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

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DAMA Data Management Fundamentals Sample Questions (Q667-Q672):

NEW QUESTION # 667
Within the Data Handling Ethics Context Diagram a key deliverable is the Ethical Data Handling Strategy.

A. TRUE
B. FALSE

Answer: A

NEW QUESTION # 668
What is the main purpose of developing a Data Architecture Roadmap?

A. To help the management of the organization to see the trade-offs
B. To ensure that projects are aligned with business needs and opportunities
C. To manage the data dependencies that require active management
D. To formulate a plan to address architectural problems in the business
E. To help forward-looking decision making

Answer: B

NEW QUESTION # 669
What are the business objectives for building a business glossary?

A. Establish a common understanding of core business concepts and terminology & enable access to documented institutional knowledge
B. Take all the core data elements from the data models and store them in the glossary
C. Create a place to manage metadata and lineage
D. Make sure that the data stewards have valid work to perform, & justify that the budget for Data Governance
E. To have a place to store physical schemas for the DBAs

Answer: A

NEW QUESTION # 670
Which of the following activities is most likely to maintain bias in data analysis?

A. Remove sources of likely bias from data sets before analysis
B. Using more data sets with diverse data sources
C. Working with external stakeholders to assess data quality
D. Re-baselining the data set after each period of analysis to remove assumptions
E. Using more data sets with same data

Answer: E

NEW QUESTION # 671
The goals of data storage and operations include:

A. Provide the starting point for customizations, integration or even replacement of an application
B. Managing the availability of data throughout the data lifecycle
C. Managing performance of data assets
D. Make the integration between data management and data analytics possible
E. Managing the performance of data transactions
F. Capture and document explicit knowledge about an organization's data and systems

Answer: B,C,E

NEW QUESTION # 672
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