Beautiful places to visit/stay in Norway?

I'm planning on going there for vacation and i don't know ANYTHING about Norway. I just saw pictures of it on the internet and looked up a few cities that i thought were beautiful. Give me some advice on what cities to stay in? I also love hiking and beautiful scenery so give me suggestions. Thank you <3