Hi Kirby!
Great post. Your students are really lucky to have you as their teacher!
I'm introducing teachers to Jupyter Notebooks at a local math conference called
LIMACON I attend every March hosted by SUNY @ Old Westbury.
Here's a little blog post about my presentation (speaker #8):
As some of us will have experienced, quite a few budding data analysts in
training will come to Python via numpy and pandas, heading towards seaborn
and dash, perhaps from past experience in R or Matlab, perhaps not.
They've never yet had a core Python class, but are likely to have one in
the