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| Section | Weight | Objectives |
|---|
| Reference and Master Data | 5% | - Management processes - Definitions and purpose
|
| Data Security | 10% | - Access control - Privacy and protection - Security principles
|
| Data Storage and Operations | 8% | - Database operations - Storage technologies - Data lifecycle management
|
| Metadata Management | 8% | - Metadata lifecycle - Types of metadata - Metadata repositories
|
| Data Integration and Interoperability | 10% | - ETL and ELT processes - Data exchange standards - Integration patterns
|
| Data Governance | 15% | - Data stewardship - Governance framework and policies - Compliance and ethics
|
| Data Quality | 12% | - Assessment and improvement - Data cleansing - Quality dimensions
|
| Data Modeling and Design | 10% | - Conceptual, logical, physical models - Modeling standards and methods
|
| Data Architecture | 12% | - Architecture components and layers - Enterprise data architecture - Data modeling and design
|
| Data Management Concepts | 10% | - Data management roles and responsibilities - Definitions and principles - DAMA-DMBOK framework
|
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DAMA Data Management Fundamentals Sample Questions (Q463-Q468):
NEW QUESTION # 463
Over a decade an organization has rationalized implementation of party concepts from 48 systems to 3. This is a result of good:
- A. Data architecture and data governance
- B. Data architecture and data warehousing
- C. System rationalization and metadata management
- D. Data quality and data governance
- E. Data operations and system rationalization
Answer: A
Explanation:
Rationalizing party concepts across systems requires a strong data architecture to standardize data models and data governance to enforce policies. The DAMA-DMBOK states: "Data architecture provides the framework for standardizing data entities, such as party concepts, while data governance ensures compliance and consistency across systems during rationalization efforts" (DMBOK2, Chapter 4: Data Architecture, p. 145; Chapter 3: Data Governance, p. 109).
Options A, B, C, and D are less comprehensive: operations (A) and warehousing (D) are tactical, quality (B) is a benefit, and metadata (C) is supportive but not primary.
Reference:DAMA-DMBOK2, Chapter 4: Data Architecture, Section 3.3, p. 145; Chapter 3: Data Governance, Section 2.2, p. 109.
NEW QUESTION # 464
Data security includes the planning, development and execution of security policies and procedures to provide authentication, authorisation, access and auditing of data and information assets.
Answer: B
NEW QUESTION # 465
The term data quality refers to both the characteristics associated with high quality data and to the processes used to measure or improve the quality of data.
Answer: B
NEW QUESTION # 466
Data replication is useful as it provides:
- A. Insights into customer retention
- B. An alternative to backups
- C. Opportunities to secure sensitive data
- D. The ability to spread the workload across multiple databases
- E. Enables different table structures to be built
Answer: D
NEW QUESTION # 467
A goal of a Reference and Master Data Management program include enabling master and reference data to be shared across enterprise functions and applications.
Answer: B
NEW QUESTION # 468
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