How easy would it be to learn to play an instrument without a teacher? [Why?]

It won’t be easy, you can never know the depth of the musical instrument without the aid of a teacher, you can know the basics but there will be a lot of skills you will lack. I think it pays to learn music with the aid of a teacher. You can learn on your own as a way to practice what you’ve been taught that way you will get better.