Mitte is a good place to start because it's right in the centre. But from my experience the areas Kreuzberg and Friedichshain have a bit more atmosphere!
There are so many beautifull places in berlin to stay, Like -
Crowne Plaza Berlin
Nhow berlin
Leonardo Berlin Mitte
Park In by redisson berlin
leonardo berlin mite