I discovered Jupiter notebooks not that long ago, but the more I use them the more I see how powerful they could be. For those of you who are not familiar whit Jupiter Notebook: It is an open-source web application where you can combine code, output, visualizations and explanatory text all in one document allowing you to write a code that tells a story. Now that you have an idea of what Jupiter notebook is I will walk you through how you can use it in Azure Machine Learning Studio.
Click through for the process. One advantage to notebooks in an environment like Azure ML over Azure Data Studio is that you have a much wider variety of languages, although Azure Data Studio has a SQL Server kernel, which other platforms currently do not have.