Permission denied while trying to connect to the Docker daemon socket

use sudo docker login

or as @Serey mentioned add your user to docker group

usermod -aG docker $USER

and disconect from your session!

Once I have tried that solution .initially it didnt work, but it worked after RESTART of whole system.