This is an implementation of a MLOPS pipeline for a local Kubernetes cluster. This solution orchestrates three services (Data preparation, Model Builder and Model Evaluation) and configures metrics and logging.
- Minikube (https://minikube.sigs.k8s.io/docs/start/)
- Docker (https://www.docker.com/get-started/)
- Kubectl (https://kubernetes.io/docs/reference/kubectl/)