Give Oryx Pro a thought too! for similar spec, you can get similar price as the Alienware with Ubuntu preinstalled. Sure, it is based on Clevo laptops, but they also did some customizations specifically to make things work with Ubuntu perfectly.

But in general, desktop PCs are preferred for deep learning. In my case, I have a ITX machine for side projects. Sadly, the GPU innit is outdated...