Linux Gaming Machine?

I'm getting ready to build a new gaming rig. Is Ubuntu the best OS to use?

I have very little Linux experience, so any pointers would be much appreciated.

This is the general configuration I had in mind.

-i5

-8GB

-120GB SSD

-Radeon HD 7770