From Bergen or Oslo, you can take a day trip called "Norway in a Nutshell. " It involves train, bus and boat rides for great scenic views of mountains and fjords.
Norway has beautiful fjords and high mountains. If you go in the winter, you will want to go skiing, if you go in the summer, check out the capital Oslo.