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DAMA DQ-1220 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Quality Assessment and Profiling | 25% | - Assessment methods and tools - Defining quality rules and metrics - Data profiling techniques |
| Topic 2: Data Quality Improvement | 20% | - Root cause analysis - Data cleansing and standardization - Monitoring and continuous improvement |
| Topic 3: Data Quality Strategy and Governance | 20% | - Data quality strategy and policy - Roles and responsibilities - Integration with data governance |
| Topic 4: Data Quality Concepts and Principles | 15% | - Data quality dimensions - Definition and importance of data quality - Data quality in DMBOK framework |
| Topic 5: Tools, Techniques and Implementation | 20% | - Data quality tools and technologies - Business value and ROI - Data quality in lifecycle management |
DAMA Data Quality Sample Questions:
Two departments use the term "Active Customer" but apply different definitions. Which Data Management capability should be addressed first?
- A. Network segmentation
- B. Business glossary governance
- C. Index rebuilding
- D. Storage compression
Correct Answer: B 🗳️
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Database monitoring tools measure key database metrics, such as:
- A. Capacity, availability, backup instances, data quality
- B. Capacity, design, normalization, user access
- C. Create, read, normalization, user access
- D. Capacity, availability, cache performance, user statistics
- E. Create, read, update, delete
Correct Answer: D 🗳️
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Profiling reveals that an Age field has a minimum value of -7 and a maximum value of 263. What should the Data Quality team do first?
- A. Increase the database datatype range
- B. Delete both records immediately
- C. Treat the observations as potential exceptions and investigate the governing business rules
- D. Replace both values with the dataset average
Correct Answer: C 🗳️
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An Orders table contains an order whose Customer_ID does not exist in the Customer table. Which Data Quality dimension is most directly violated?
- A. Completeness
- B. Integrity
- C. Reasonableness
- D. Currency
Correct Answer: B 🗳️
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A customer table contains 50,000 records. Mandatory Tax Identification Number values are missing from
2,500 records. Which metric most directly measures the defect?
- A. Completeness percentage
- B. Uniqueness percentage
- C. Consistency percentage
- D. Reasonableness percentage
Correct Answer: A 🗳️
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