Install Docker if you haven't already. You want the fancy UI version. You can get it via homebrew/cask
brew cask install docker
Now launch the application and wait for it to download/update/run itself.
open /Applications/Docker.app
Pull open the Docker menu from your toolbar and click 'Preferences' then 'Advanced'