Introduction
  • Introduction
  • About Data Quality
  • Our Use Case: GreenScape Analytics
Dimensions of Data Quality
  • Dimensions of Data Quality
  • Completeness
  • Accuracy
  • Timeliness
  • Consistency
  • Accessibility
Data Quality Roles and Responsibilities
  • Data Quality Roles and Responsibilities
  • Chief Data Officer (CDO)
  • Data Steward
  • Data Custodian
  • Data Analysts/Data Scientists
  • End Users
  • GreenScape Analytics Roles and Responsibilities
Data Quality Business Rules
  • Data Quality Business Rules
Data Quality Techniques and Tools
  • Data Quality Techniques
  • Data Quality Tools
Data Quality Improvement Approach
  • Existing Data Quality Frameworks
  • The PDCA Cycle
  • Our Approach
The Plan Phase
  • The Plan Phase
  • Step1: Identify Current Data Quality Issues
  • Step 2: Set Measurable Improvement Objectives
  • Step 3: Develop a Detailed Improvement Strategy
The Do Phase
  • The Do Phase
  • Step 4: Implement the Data Quality Plan
  • Step 5: Execute Data Cleansing and Standardization
Conclusion
  • Part 2 of the Course