Hi Albrecht,
Welcome to the forum.

You don't need a degree, highschool math is enough to create amazing games.
You're never to old to learn anything from scratch, just be creative and your good to go.
There are many software development kits from graphics card vendors you can download and learn from.
Just find the one that suits you and look for online tutorials to get started.
BTW, are you Dutch?