running jupyter notebooks on an ec gpu instance this appendix provides step-by-step guide to running deep-learning jupyter notebooks on an aws gpu instance and editing the notebooks from anywhere in your browser this is the perfect setup for deep-learning research if you don' have gpu on your local machine the original (and up-to-dateversion of this guide can be found at what are jupyter notebookswhy run jupyter notebooks on aws gpusa jupyter notebook is web app that allows you to write and annotate python code interactively it' great way to experimentdo researchand share what you're working on many deep-learning applications are very computationally intensive and can take hours or even days when running on laptop' cpu cores running on gpu can speed up training and inference by considerable factor (often to timeswhen going from modern cpu to single modern gpubut you may not have access to gpu on your local machine running jupyter notebooks on aws gives you the same experience as running on your local machinewhile allowing you to use one or several gpus on aws and you only pay for what you usewhich can compare favorably to investing in your own gpu(sif you use deep learning only occasionally licensed to