How do you keep it from having to see all of the computers moves when your turn is over?

Why would you want this? It's a great thing to be able to see enemy ships, etc move past your cities- lets ya know when they're coming. :)

But to kinda answer your question- hold down "shift" and it will *greatly* speed the moves up. Works if you have tons of queued moves or PC moves to watch.