I think the first thing to figure out is: do you want to make games or game engines? Or is there a specific part of game development that you are particularly interested in? Back in the year 2000 I was very into Level Design. Back then the FPS genre just took off and I happened to stumble into a "Worldcraft.exe" in a folder in the CD of Half-Life.