<p>I would suggest taking the AP Chemistry course. Not so much for the purpose of college admissions, but moreso because I presume the route you are going will involve organic chemistry, and if you are coming to a tough school like MIT, the more preparation you have, the easier it will be to move on to more advanced topics.</p>