When I tried to install a new nvidia-driver, the error message
An NVIDIA kernel module 'nvidia' appears to already be loaded in your kernel
appears.
We can resolve it by first finding the process using nvidia,
$ sudo lsof -n -w /dev/nvidia*
and killing all the process using it:
$ sudo kill -9 PID