The handsign for learn goes up to the face.
For the sign you place your dominant hand into your non- dominant hand and have your dominant hand move from your non- dominant hand to your face near your face. A good way t remember it is to think of it as taking the knowledge from the book (non- dominant hand) and removing it and placing it into your brain.