Autodidakt

noun
  1. A person who learns a subject or skill through self-teaching, without formal instruction or the guidance of a teacher. noun
    As an autodidakt, she mastered several languages by studying on her own.
    The artist was an autodidakt, having developed his unique style without attending art school.