I wouldn’t say the course leaves you at an intermediate level. More of an advanced beginner level with all the basics and the tools you need to get to the next level, but that’s on you.
What it gets you is a really solid foundation to build on and the ability to work with others (or continue practice yourself) and improve. You can definitely jam with a band or gig after the course.