I live in Germany and I can tell you that while Berlin is nice, there are much more interesting cities. For example Dresden or Munich. Don’t limit your visit to one city, because every city is different.
And if you want to visit Oktoberfest, why not check out Bergkirchweih in Erlangen? It’s smaller and more intimate and I bet the beer is cheaper ;)