Jupyter Notebook is very similar to R Markdown in that you can use a statistical programming language to take care of web related coding that usually takes the form of html, CSS, etc. Shown above is ...

Jupyter Notebook lets you author visualizations, but also share them and allow interactive changes to the shared code and data set. Code sharing.

Because of the client/server architecture, it is very simple to share notebooks with other users. You can — in theory — use Jupyter for anything you could use Python for.

LinkedIn’s approach transforms this dynamic by providing a user-friendly interface through customized Jupyter Notebooks, which have traditionally been used for data science and ML tasks.