I know python well but still I want to dive deeper into it, any suggestion for a good intermediate or professional level course?

Look for Raymond Hettinger's talks and then find some project or framework to contribute to. Doing the real stuff will teach you a lot.

Then there's Cython and the extensions. Try to wrap some library with Cython, produce own wheels etc.