Monitoring ML Models, IoT Data, and Quality Checks on Delta Lake - Quby's Approach

Monitoring ML Models, IoT Data, and Quality Checks on Delta Lake - Quby's Approach

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Intro

1 of 22

1 of 22

Intro

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Monitoring ML Models, IoT Data, and Quality Checks on Delta Lake - Quby's Approach

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  1. 1 Intro
  2. 2 What is Kiwi
  3. 3 Important facts
  4. 4 Waste checker service
  5. 5 Machine learning
  6. 6 Data curation
  7. 7 ML infrastructure
  8. 8 Data Monitoring
  9. 9 Importance of Monitoring
  10. 10 Spark Jobs
  11. 11 Silver Line
  12. 12 Monitoring Jobs
  13. 13 Monitoring Dashboard
  14. 14 Monitoring
  15. 15 Bronze Layer Table
  16. 16 Daily Data Injection
  17. 17 Job Configuration
  18. 18 Slack Integration
  19. 19 Data Quality Check
  20. 20 External Monitoring System
  21. 21 Summary
  22. 22 Outro

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