Probably depends on your budget and if you care about support. Building it yourself isn't a big deal at all, but pretty much every major compute vendor will have a GPU platform as well. That's ignoring nvidia themselves who are the easy button and probably your best bet if you think you'll need support up the software stack:

https://www.nvidia.com/en-us/data-center/dgx-station/