No college specialise in chemistry, but of course the quality of the tutors may vary slightly. You could go for a college with tutors in all disciplines of chemistry, and also for a college with a strong academic reputation.
(And to answer your first question: Colleges are entities in which you live, probably eat, and have (most) tutorials. For Chemistry you will also have lectures, classes and labs with people from the whole university.)