Docker - Error: permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock

Adding user to the docker group can fix this issue:

zzh@ZZHPC:~$ sudo usermod -aG docker zzh
zzh@ZZHPC:~$ newgrp docker
zzh@ZZHPC:~$ docker run hello-world
Hello from Docker!