Suggestion by @eerovaher - it is really nice that one can make plots that automatically show the units on the labels (and convert different elements). Would be nice to include that in the notebook -- and possibly even in the slides!
See https://docs.astropy.org/en/stable/visualization/matplotlib_integration.html