mlops-playground

mlops-playground is a hands-on practice repository for learning and experimenting with MLOps workflows, including model training, packaging, CI/CD automation, artifact management, containerization, and deployment to Kubernetes-based platforms like EKS or AKS.

Local kind cluster

Use scripts/setup-kind-mlflow.sh to create a local kind cluster.

Prerequisites:

• Docker
• kind

Run:

./scripts/setup-kind-mlflow.sh

The script creates or reuses a kind cluster named mlops-playground.

Useful environment overrides:

• CLUSTER_NAME
• KIND_NODE_IMAGE