I’m not sure, if I’m the right person to ask as I’m installing everything in a pragmatic (and thus maybe not the best?) way.
Anyway,

download the latest Conda package link 3 (Use Python 3.7)
Select the NVIDIA driver from “Software & Updates -> Additional Driver” on Ubuntu (I’m using 418)
Download and install CUDA 2


Let me know, if you get stuck somewhere.