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| Section | Weight | Objectives |
|---|
| Topic 1: Data Security | 10% | - Access control - Security principles - Privacy and protection
|
| Topic 2: Metadata Management | 8% | - Metadata lifecycle - Metadata repositories - Types of metadata
|
| Topic 3: Data Architecture | 12% | - Enterprise data architecture - Architecture components and layers - Data modeling and design
|
| Topic 4: Data Quality | 12% | - Quality dimensions - Assessment and improvement - Data cleansing
|
| Topic 5: Data Management Concepts | 10% | - Definitions and principles - Data management roles and responsibilities - DAMA-DMBOK framework
|
| Topic 6: Reference and Master Data | 5% | - Definitions and purpose - Management processes
|
| Topic 7: Data Governance | 15% | - Governance framework and policies - Compliance and ethics - Data stewardship
|
| Topic 8: Data Modeling and Design | 10% | - Modeling standards and methods - Conceptual, logical, physical models
|
| Topic 9: Data Storage and Operations | 8% | - Data lifecycle management - Database operations - Storage technologies
|
| Topic 10: Data Integration and Interoperability | 10% | - ETL and ELT processes - Data exchange standards - Integration patterns
|
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DAMA Data Management Fundamentals Sample Questions (Q551-Q556):
NEW QUESTION # 551
How can the Data Governance process best support Regulatory reporting requirements?
- A. By ensuring that data is properly owned, understood, defined, documented and controlled
- B. By highlighting challenges of multiple definitions within the enterprise
- C. By performing a data audit
- D. By creating a map of the enterprise data stores where copies of information may be found
- E. By providing a look up service for definitions
Answer: A
NEW QUESTION # 552
When developing a Data Governance operating framework, what areas should be considered?
- A. Data inputs, context diagrams, methods and procedures
- B. Impacts of regulations, the value of data to the organization, data modelling skills, & third-party data policies
- C. A model that documents the business, cultural factors, the impacts of regulations, and the value of data to the organization
- D. Cultural factors, the role of a data steward, & third-party data policies
- E. Data management skills, budget considerations & organization strategy
Answer: C
NEW QUESTION # 553
The 'Data Governance Steering Committee' is best described as:
- A. The local or divisional council, working under auspices of the CDO
- B. The community of interest, focused on specific subject areas or projects
- C. The primary and highest authority responsible for the oversight and support of Data Governance activities
- D. A burden to the agile delivery in a modern enterprise
- E. The representatives of data use on project steering committees
Answer: C
NEW QUESTION # 554
The most important reason to implement operational data quality measurements is to inform data consumers about levels of data effectiveness.
Answer: B
NEW QUESTION # 555
Through similarity analysis, slight variation in data can be recognized and data values can be consolidated.
Two basic approaches, which can be used together, are:
- A. Opportunistic
- B. Realistic
- C. Procedural
- D. Deterministic
- E. Probabilistic
- F. All of the above
Answer: D,E
NEW QUESTION # 556
......
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