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DAMA DQ-1220 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Quality Governance | 15% | - Data Quality Roles and Responsibilities - Continuous Monitoring - Policies and Procedures - Data Stewardship |
| 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 Improvement | 20% | - Data Enrichment - Validation Rules - Data Cleansing Techniques - Standardization |
| Topic 4: Data Quality Frameworks and Standards | 20% | - ISO 8000 (Data Quality) - Other Industry Standards - DAMA DMBOK Framework |
| Topic 5: Data Quality Assessment and Measurement | 25% | - Root Cause Analysis - Profiling Techniques - Benchmarking - Metrics and KPIs |
DAMA Data Quality Sample Questions:
A security mechanism that searches for customer bank account details in outgoing emails is achieving the goal of:
- A. Ensuring stakeholder requirements for service design and experience are met
- B. Ensuring stakeholder requirements for response time and availability levels are met
- C. Ensuring stakeholder requirements for concise definitions and usage are met
- D. Ensuring stakeholder requirements for openness and transparency are met
- E. Ensuring stakeholder requirements for confidentiality and privacy are met
Correct Answer: E 🗳️
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A dataset contains every required customer record, but 8% of the telephone numbers belong to different people. Which statement is correct?
- A. Uniqueness and completeness are identical
- B. The dataset cannot be complete unless it is accurate
- C. The dataset can be complete but inaccurate
- D. Accuracy is irrelevant when completeness is high
Correct Answer: C 🗳️
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Following the rollout of a data issue process, there have been no issues recorded in the first month. The reason for this might be:
- A. The automatic deletion of all issues in the database
- B. The denial of overtime requests
- C. There are no data issues in the enterprise
- D. Staff staying back late to enter the issues into the system
- E. Lack of credibility in the data governance process to effect changes
Correct Answer: E 🗳️
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The requirement to enter a username, a password and then a code sent to an authentication app is called:
- A. 2-factor authentication
- B. Mobile authentication
- C. Biometric authentication
- D. Proactive authentication
- E. 3-factor authentication
Correct Answer: A 🗳️
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According to the ISO/IEC 42010:2007 Software and Systems Engineering -Architecture Description, which of the following describes the definition of architecture:
- A. The fundamental collection of all artifacts that describes a system and how they work together
- B. The fundamental organisation of a system, and the principles governing its design and evolution
- C. The fundamental rules for ensuring the information captured in the architected solution is enforcing data quality and completeness
- D. The fundamental responsibility for delivering the best systems at the lowest cost
- E. The fundamental view of how the system should be built and how it will be maintained
Correct Answer: B 🗳️
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