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