Take a look at Kubeflow.org for an example. There are several reasons that a tool like that targets Kubernetes and not native AWS. One of the benefits of k8s is how portable and non-vendor-specific it is. Basically, it's become a standard platform that you can target complex applications to, without become tied to particular vendors, and with the ability to easily deploy in many different environments.