Can audio engineering be self taught?

Sorry if this is a redundant question. I’m not too familiar with this vocational field.

My college has a program for audio engineering, and I was curious about enrolling in it. However, I have been told by many that I can just teach myself what they learn through YouTube and forums like these.

What do you guys think? Are there any self taught engineers here who are also working professionally?