appendix running jupyter notebooks on an ec gpu instance why would you not want to use jupyter on aws for deep learningaws gpu instances can quickly become expensive the one we suggest using costs $ per hour this is fine for occasional usebut if you're going to run experiments for several hours per day every daythen you're better off building your own deeplearning machine with titan or gtx ti in summaryuse the jupyter-on-ec setup if you don' have access to local gpu or if you don' want to deal with installing keras dependenciesin particular gpu drivers if you have access to local gpuwe recommend running your models locallyinstead in that caseuse the installation guide in appendix you'll need an active aws account some familiarity with aws ec will helpbut it isn' mandatory note setting up an aws gpu instance the following setup process will take to minutes navigate to the ec control panel at and click the launch instance link (see figure figure the ec cont rol panel select aws marketplace (see figure )and search for "deep learningin the search box scroll down until you find the ami named deep learning ami ubuntu version (see figure )select it figure the ec ami marketplace licensed to