Our mini CI/CD pipeline includes the following tasks:

1. Create or push training or inference Docker images to AWS ECS.
2. Create or deploy an AWS stack with Kubernetes cluster on an EC2 instance that allows us to do the next step.
3. Train a model or make some predictions!

We will now go through the details of each of these steps in turn.