sudo groupadd docker
Add the connected user "$USER" to the docker group. Change the user name to match your preferred user if you do not want to use your current user:
sudo gpasswd -a $USER docker
Either do a newgrp docker or log out/in to activate the changes to groups.
You can use
docker run hello-world
to check if you can run docker without sudo.