Refer: http://tips.tutorialhorizon.com/2016/07/30/how-to-completely-uninstall-docker-from-ubuntu/
$ sudo apt-get purge docker-engine
$ sudo apt-get autoremove --purge docker-engine
$ rm -rf /var/lib/docker # This deletes all images, containers, and volumes