Fresh Ubuntu 22.04 Tools/Driver Installation Guide?

I’m reinstalling ubuntu 22.04 (need this version for Nvidia SDK Manager, otherwise would installer newer Ubuntu)

Going to be running AI/ML workloads, no games.

What nvidia tools other than the NVIDIA drivers should I install? Are there any guides on what to install and exactly how to install. I want to be as consistent as possible with my isntallation methods as I do not want mismatched versions all over the place.