Markdown cells are used to write text in a Jupyter notebook. They are useful for providing explanations, documentation, or instructions alongside the code in a notebook. Code cells are used to write and execute code in a Jupyter notebook. They are useful for testing code snippets or for writing and running longer code blocks. I would recommend using Markdown cells when you want to provide text alongside your code, and Code cells when you want to write and execute code.