On Linux we recommend using pyenv to install Python.
Alternatively, you can use conda, but note that
on Linux we only use pip install to install Python packages, and we never
use conda install. This ensures we have access to all depenedencies while
minimizing the possibility of dependency conflicts.
To install Python on windows, we only support conda because we don't know of any other easy way to obtain GDAL wheels.