Last Updated: Oct 08, 2026
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| 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 Concepts and Principles | 15% | - Definition and importance of data quality - Data quality dimensions - Data quality in DMBOK framework |
| Topic 3: Data Quality Improvement | 20% | - Root cause analysis - Data cleansing and standardization - Monitoring and continuous improvement |
| Topic 4: Tools, Techniques and Implementation | 20% | - Data quality tools and technologies - Business value and ROI - Data quality in lifecycle management |
| Topic 5: Data Quality Strategy and Governance | 20% | - Data quality strategy and policy - Integration with data governance - Roles and responsibilities |
The seven Vs of Big Data are:
Correct Answer: E 🗳️
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Who should normally define the business meaning and acceptable quality requirements for a critical customer attribute?
Correct Answer: B 🗳️
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A Data Quality score is calculated from Completeness, Accuracy, and Timeliness. Why might the dimensions be weighted differently?
Correct Answer: B 🗳️
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Big data management requires:
Correct Answer: D 🗳️
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The implementation of data architecture exposes the transformation of data as it moves across the landscape.
A common name for this concept is:
Correct Answer: B 🗳️
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