Open any data science tutorial online.

Not a Python script. Not a GitHub repo. A tutorial with explanation, code, output, visualizations, and commentary all woven together in one document.

That document is a Jupyter Notebook.

The best ML papers show their experiments in notebooks. Kaggle grandmasters share their approach in notebooks. Every...