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DAMA DQ-1220 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Quality Improvement | 20% | - Data Enrichment - Data Cleansing Techniques - Validation Rules - Standardization |
| Data Quality Fundamentals | 20% | - Dimensions of Data Quality (completeness, accuracy, consistency, timeliness, validity) - Data Quality in the Data Lifecycle - Definition of Data Quality |
| Data Quality Frameworks and Standards | 20% | - DAMA DMBOK Framework - Other Industry Standards - ISO 8000 (Data Quality) |
| Data Quality Assessment and Measurement | 25% | - Metrics and KPIs - Benchmarking - Root Cause Analysis - Profiling Techniques |
| Data Quality Governance | 15% | - Continuous Monitoring - Data Quality Roles and Responsibilities - Data Stewardship - Policies and Procedures |
DAMA Data Quality Sample Questions:
A search engine database is populated by a web crawler or spider software that usually processes as:
- A. Fundamentally available, consistently true (FACT)
- B. Basically available, soft state, eventually consistent (BASE)
- C. Atomic, consistent, isolated, durable (ACID)
- D. Linearly independent, near exact (LINE)
- E. Continually repeating, always performing (CRAP)
Correct Answer: B 🗳️
A Data Quality process has remained within statistical control limits for six months, but management wants the average defect rate reduced further. What is the most appropriate conclusion?
- A. Every record outside the average must be deleted
- B. All monitoring should stop
- C. A stable process may still require deliberate process improvement
- D. Statistical stability proves the process is perfect
Correct Answer: C 🗳️
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The search function associated with a document management store is failing to return known artefacts. This is due to a failure of:
- A. Data privacy and confidentiality procedures
- B. Maintaining public access to all documents in the document management store
- C. Business intelligence implementation
- D. Effective data quality metrics
- E. Maintaining appropriate metadata on each document
Correct Answer: E 🗳️
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Two departments use the term "Active Customer" but apply different definitions. Which Data Management capability should be addressed first?
- A. Storage compression
- B. Index rebuilding
- C. Network segmentation
- D. Business glossary governance
Correct Answer: D 🗳️
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A business case for adding a new master data management solution is dependent on achieving greater value from:
- A. Centralised coordination of shared data vs the data management and integration cost of running another copy of the data.
- B. Decentralising shared data as it is closer to where the business needs it
- C. Mining golden records
- D. Avoiding reference data management
- E. Decommissioning all the other systems that manage this data
Correct Answer: A 🗳️
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