It looks like Elastic Beanstalk is the most convenient way to deploy a docker container to AWS without first deploying a cluster.

https://aws.amazon.com/blogs/devops/dockerizing-a-python-web-app/ looks helpful. We would need to automate the deployment with Boto: http://boto3.readthedocs.io/en/latest/reference/services/elasticbeanstalk.html