What is Jupyter Notebook?

Jupyter Notebook is an open source web-based application for writing and sharing live code, documentation, visualizations, and so on. Jupyter Notebooks are very popular among ML practitioners as they provide the flexibility to run code dynamically and collaborate, provide fast visualizations, and can also be used for presentations. Most data scientists and ML practitioners prefer Jupyter Notebook as their primary tool for exploring, visualizing, and preprocessing data using powerful Python libraries such as pandas and NumPy. Jupyter Notebooks are very useful for exploratory data analysis (EDA) as they let us run small code blocks dynamically and also draw quick plots to understand data statistically. Notebooks can also be used for doing quick ML modeling experiments. Another good thing about Jupyter Notebooks is that they let us write Markdown cells as well. Using Markdown, we can explain each code block inside the notebook and turn it into a tutorial. Jupyter...