There is absolutely no reason why anyone, especially an absolute beginner, should need a different computer to learn how to edit.
To the OP, I would recommend playing with a simple program like Movie Maker with some of your first shots as you search around for a program that suits your needs. Something like Adobe Premier or Vegas will be overwhelming if you've never made a movie before, so it's good to play around first.