Would you have to go to college to become a teacher?

Yes, it is part of the teacher education program in colleges. The idea is that working with a master teacher that the student teacher can learn skills that they can use in the classroom when they start to teach. A person must finish a 4 year degree and do student teaching to meet the state requirements for a teaching credential.