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. Write blog posts. Create interactive presentations (thanks Damian !). Publish interactive books, articles and blog posts. HTML/js/css experimentation
More detail can easily be written here using Markdown and $\rm \LaTeX$ math code.