With the internet, youtube, pdfs, software etc. i think it is possible but will depend on the subject matter and your access to equipment/resources, and your dedication and ability. I assume by yourself means you can interact with others online still.
I absolutely aggree with this. With our generation now, everything is possible and one of that is self education. You just need determination in pursuing it.