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| Section | Objectives |
|---|
| Topic 1: Data Security | |
| Topic 2: Metadata Management | |
| Topic 3: Data Warehousing and Business Intelligence | |
| Topic 4: Data Integration and Interoperability | |
| Topic 5: Data Modeling and Design | |
| Topic 6: Data Quality Management | |
| Topic 7: Reference and Master Data | |
| Topic 8: Data Storage and Operations | |
| Topic 9: Document and Content Management | |
| Topic 10: Data Governance | |
| Topic 11: Data Architecture | |
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DAMA Data Management Fundamentals Sample Questions (Q722-Q727):
NEW QUESTION # 722
Metadata is described using a different set of categories, not including:
- A. Database metadata
- B. Administrative metadata
- C. Structural metadata
- D. Descriptive metadata
Answer: A
NEW QUESTION # 723
A business case for adding a new Master Data Management solution is dependent on achieving greater value from:
- A. Decentralising shared data because it is closer to where the business needs it
- B. Centralised coordination of shared data versus the data management and integration cost of running another copy of the data
- C. Mining golden records
- D. Decommissioning all the other systems that manage this data
- E. Avoiding reference data management
Answer: B
Explanation:
A Master Data Management business case must demonstrate that the value obtained from centrally coordinating shared enterprise data exceeds the additional cost and complexity of implementing and operating the MDM capability. Master data-such as customer, product, employee, supplier, or location information- is commonly duplicated across applications. Without coordination, organizations incur reconciliation, integration, data quality, and governance costs while different systems may maintain conflicting versions of important entities. MDM establishes controlled, authoritative and reconciled shared data and reduces these inconsistencies. DAMA guidance emphasizes that shared master data belongs to the organization rather than to an individual application or department and highlights the importance of coordinated management. MDM does not necessarily eliminate every operational source system, nor is its principal purpose simply to "mine" golden records. The economic justification is therefore the balance between centralized coordination benefits and integration/management costs.
NEW QUESTION # 724
One of the deliverables in the Data Integration and Interoperability context diagram is:
- A. Data Integration and Interoperability Strategy
- B. Data security plan
- C. Data hogging
- D. Data access agreements
Answer: D
NEW QUESTION # 725
Managing business party Master Data poses these unique challenges:
- A. Difficulties in unique dimensions
- B. Reference data anomaly detection
- C. Difficulties in unique identification
- D. The number of data sources and the differences between them
Answer: B,C,D
NEW QUESTION # 726
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. Realistic
- B. All of the above
- C. Probabilistic
- D. Deterministic
- E. Opportunistic
- F. Procedural
Answer: C,D
NEW QUESTION # 727
......
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