How do I solve "django.core.exceptions.ImproperlyConfigured: Could not find the GDAL library" when running PyCharm test?

In Ubuntu you can install GDAL library by running:

sudo apt-get install gdal-bin

This fixed the error.

On Mac High Sierra, I ran

brew install gdal

and this fixed the issue.