Data Quality in an Agile World

Work in Progress

What is “data quality” (TBD)

How does data quality fit into agile? (TBD)

Topics in Agile DQ

• A Metaphor for Addressing Data Quality (TBD)
• The Impact of Poor Data Quality (TBD)
• Data Technical Debt

Agile DQ Techniques

• The Agile Database Techniques Stack
• Clean Data Architecture
• Clean Database Design
• Continuous Database Integration (CDI)
• Data Quality: How to Assess DQ Techniques
• Data Quality Techniques
• Database refactoring
• Database testing
• Data source repair (TBD)
• Test-Driven Development (TDD)

Topics in DQ Techniques