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.
If i had to choose. I will go to school still than getting a self education. Its better if you have teacher, who explaining to you by subjects.