Sure you can do a chunk of scientific exploration and stuff in Jupyter in your choice of language supplemented with visuals and that’s already awesome !
But let’s head off the beaten track a little to look at other uses, especially command-line.
We’ll look at some alternate uses of Jupyter …
Write command-line tutorials, cheat sheets in an easy to maintain format.
Perform visualization tasks for command-line tools