This document discusses using Docker to deploy Python applications. It begins with an overview of Docker and containers versus virtual machines. It then defines a sample Flask Python application and shows how to build a Docker image for it. The document demonstrates running the Docker image locally and deploying it on AWS and GCE. It also discusses the Docker index for sharing images and linking containers.