This is what I do with Fedora. I started using RedHat in 2000 or so and it's been my OS of choice since. People often assume I'm a gnome user - but I jumped to KDE in the first few months, and never switched back. I do install both though, as disk space is cheap and I like having the ability to run some Gnome applications.