Dont worry about having a Celeron, you can still game, as long as you have good parts.
Think of it like having a Honda Civic, with good exhaust and NOS on it, and having a Ferrari. Sure, the Ferarri will be fast, but the modded Civic will be just as fast, just cheaper. That's an example of the Celeron vs. Athlon.