I have spent too many hours trying to figure this out, so here it is. Come, find out how to install the latest NVidia drivers to get your NVidia GPU working on Ubuntu 16.04 LTS. These steps work for GTX 1080.
When you are first introduced to eigenvectors, eigenvalues and eigendecomposition, it would seem totally useless to study these concepts. I did too! But now that I have been using these concepts for a while, let me shed some light on why these matter.