Follow these instructions to get an AWS instance with a GPU. Pick the Ubuntu version of the deep learning Amazon Machine Images (AMI). For the instance type use a p2.xlarge.
Follow these instructions to learn how to connect to the Linux instances that you launched and transfer files between your local computer and your instance.
Follow these instructions to configure the Client to Connect to the Jupyter Server.