But can it do GDAL.
(This is the Doom equivalent joke for Python environments!)
(This is the Doom equivalent joke for Python environments!)
Excellent advice. Add fiona and shapely for manipulating vector data, and pyproj for projections and coordinate systems. Yes there are corner cases where installing 'real' GDAL is still needed, but for most common use cases you can avoid it.