My Legal Shame

Third year of law school, and I don't understand the difference between "law" and "equity". Sometimes there's 2 different courts, and sometimes there's not? One has injunctions and one doesn't? One has juries and one doesn't? And how the hell is everyone else just looking at cases and going "it's an equity case" or whatever the term is?