САМОУЧКА

ж. self-educated/self-taught person;

слесарь-~ practical mechanic;

~ой : научиться чему-л. ~ой learn* smth. by oneself

жен. self-taught person

выучиться чему-л. самоучкой разг. — to learn smth without a teacher, to teach oneself smth