If you would like to use docker on windows Ubuntu/Debain WSL you have to modify the .bashrc file in your home directory.
vi ~/.bashrc
and add this line to the end:
export DOCKER_HOST=tcp://localhost:2375
reload the modifications:
source ~/.bashrc
That’s all folks 😀