5. Model Monitoring

Week 5 consists of…

5.1 Intro to ML monitoring

• Evidently intro

5.2 Environment setup

• docker step-up

5.3 Prepare reference and model

• notebook notes

5.4 Evidently metrics calculation

• py scripts

5.5 Evidently Monitoring Dashboard

• evidently ui

5.6 Dummy monitoring

• example dummy parameters

5.7 Data quality monitoring

• edit grafana

5.8 Save Grafana Dashboard

• path/dashboard report later

5.9 Debugging with test suites and reports

#Evidently

#Grafana

#mlopszoomcamp