Phase 6: Operational & Observability
Phase 6: Operational & Observability
In the final phase, we learn how to monitor our production pipelines and ensure the data we are delivering is of high quality.
🗺️ Learning Path
- Data Quality: Implementing validation with Great Expectations and Pandera.
- Monitoring & OpenTelemetry: Tracking pipeline performance and model drift.
🥅 Goals
- Implement automated data quality checks.
- Set up distributed tracing for complex microservices.
- Detect and alert on model and data drift in production.