It depends on the agreement you signed with the teacher (school). If the reason is appropriate or reasonable, or if they are wrong (the teaching is ineffective and the teaching materials can't keep up), it should be possible to refund the tuition. If there is no agreement, it will be more troublesome. Moreover, if there is no justifiable reason, it is more difficult to ask for a refund if you can't insist on learning half.