Jupyter notebooks are a useful tool for Python users of all levels. They allow us to mix together plain text (formatted as Markdown) with Python code. This is beneficial for beginners and experienced data scientists alike: Beginners that are learning Python for the first time can use Markdown cells to annotate code and record notes. By splitting up their code into chunks, developers can write and test their code in a modular manner.