I am using Docker toolbox in Windows OS. If you are using Windows10 professional, you can use Docker for Windows. This post explains how to install and start docker in windows. We will make an image that contains Nginx with CentOS from a Dockerfile. This is the Dockerfile: # Most Dockerfiles start from a parent image.