You are not required to give two weeks notice, it's just a courtesy. You have the right to quit a job whenever you want to (unless stated otherwise in a contract). People frequently leave jobs for a "better" job. Giving two weeks notice gives time to tie up loose ends and to find/train a replacement. I've quit without notice a few times, and it was fine.