Jupyter Notebooks at their core are JSON documents that contain code, markdown styles and outputs. A lot goes on behind running a notebook - a notebook server runs, an IPython kernel is launched, a web client runs in your browser, and a ZMQ server routes traffic between them all. We will explore this architecture in this presentation.