I'm going to go with Sunshine in saying that it's highly doubtful Ayumi completed her education. In the last Music Station special, she said she'd probably be a floater if she weren't a singer (probably because of the lack of a diploma/degree). And even if she were to continue her school related studies, it's even more unlikely she would've continued them in New York.