This repository has been archived by the owner on Jul 17, 2022. It is now read-only.
What's Included
- Example scripts for model training, inference and data drift setup
- DevOps pipelines to build, deploy and monitor a model as a web service
- Unit tests and code coverage
- Controlled deployments (via approvals) to a Test and a Production environment using AKS
- Web service model monitoring with Application insights and data collection for telemetry
- Model data drift detection between web service telemetry and model training dataset