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DAMA DQ-1220 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Quality Governance | 15% | - Data Stewardship - Data Quality Roles and Responsibilities - Policies and Procedures - Continuous Monitoring |
| Topic 2: Data Quality Fundamentals | 20% | - Definition of Data Quality - Dimensions of Data Quality (completeness, accuracy, consistency, timeliness, validity) - Data Quality in the Data Lifecycle |
| Topic 3: Data Quality Assessment and Measurement | 25% | - Metrics and KPIs - Benchmarking - Profiling Techniques - Root Cause Analysis |
| Topic 4: Data Quality Improvement | 20% | - Validation Rules - Data Cleansing Techniques - Standardization - Data Enrichment |
| Topic 5: Data Quality Frameworks and Standards | 20% | - Other Industry Standards - DAMA DMBOK Framework - ISO 8000 (Data Quality) |
DAMA Data Quality Sample Questions:
A Data Quality team finds that 78% of customer complaints are caused by four defect categories out of twenty recorded categories. Which tool is most appropriate for prioritizing improvement activity?
- A. Network segmentation
- B. Encryption analysis
- C. Pareto analysis
- D. Normalization analysis
Correct Answer: C 🗳️
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A report displaying birth date contains possible, but incorrect values. What is a possible explanation?
- A. Birth date is populated from two source systems, one of which stores marriage date in the birth date field
- B. Birth date is populated from a single source system, which does not contain birth date
- C. Birth date is populated from two source systems, both of which record the birth date in the birth date field
- D. Birth date is populated from a single source system, where the date field is an offset value of 1601
- E. Birth date is populated from a single source system, which contains missing values
Correct Answer: A 🗳️
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Data modelling tools and model repositories are necessary for:
- A. Visualizing and communicating database designs
- B. Enabling data governance
- C. Managing the enterprise data model in all levels
- D. Designing and visualizing linkages between metadata, reference data and transactional data repositories
- E. Designing and visualizing organizational data artifacts
Correct Answer: C 🗳️
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The DAMA Wheel contains:
- A. Data management processes
- B. Data management deliverables
- C. Maturity model dimensions
- D. Knowledge areas
- E. Data strategy initiatives
Correct Answer: D 🗳️
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An effective Data Governance communication program should include the following:
- A. All answers
- B. A Data Governance Portal
- C. A custom training program
- D. Regular newsletters
- E. Events that encourage informal networking
Correct Answer: A 🗳️
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