I see no point in linking to the installation instructions for docker-compose at this point. It is highly technical and we don't even use docker-compose (yet).
Also, the whole section Setup docker really belongs to the Setup Guide. (Yes, there should be a back-reference to the setup guide, but the gist of the information should be there, not here.)