Fortunately the tools have gotten to the point where pretty much anyone can make a game, you don't need a professional background. I'd recommend something like RPG Maker for beginners, and Unity 3D is also great but with more of a learning curve. You'll have to work through some tutorials, but you'll be on your way in no time!