Nvidia works fine on Linux. I have an nvidia card at home, and I support a bunch of them at work. It's easy. https://docs.nvidia.com/datacenter/tesla/driver-installation-guide/latest/index.html

Use the network installation to add the deb or rpm repo, then choose whether you want the open or proprietary drivers. Install the package and that's it, your package manager will handle the dependencies.

You may need to create and enroll a dkms key if you have secureboot enabled and you haven't done that already, but that's the only wrinkle.