AWS : Workflow for deep learning
My Simple suggestion is to install python , Anaconda on the Linux machine from command line. 
As Jupyter Notebook gets installed with Anaconda package.
Just give command 
jupyter notebook 
Now we can connect to ipython notebook in the Virtual Machine from the token generated from above command from any browser in any other machine locally.