Democratizing Data Quality Through a Centralized Platform at Zillow

Democratizing Data Quality Through a Centralized Platform at Zillow

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Intro

1 of 19

1 of 19

Intro

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Democratizing Data Quality Through a Centralized Platform at Zillow

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  1. 1 Intro
  2. 2 About Zillow
  3. 3 Why Monitor Data Quality?
  4. 4 Challenges we Faced
  5. 5 5 Pillars for Data Quality Platform
  6. 6 Platform Architecture
  7. 7 Self-Service Onboarding - Goals
  8. 8 Self-Service Onboarding . Data Discovery
  9. 9 Self-Service Onboarding. Rule-based
  10. 10 Self-Service Onboarding Example
  11. 11 Self-Service Onboarding - Metrics
  12. 12 Self-Service Onboarding . Monitoring
  13. 13 Behind the Scenes
  14. 14 Validation Libraries
  15. 15 Pipeline Integration before
  16. 16 Pipeline Integration (after)
  17. 17 Validation Results
  18. 18 Future Direction
  19. 19 Key Takeaways

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