Alumni refers to a group of people who have graduated from a particular school, college, or university. ALUMNAE is the female form of alumni, while GRAD and GRADS are the singular and plural forms of graduate, respectively. NOTES is an abbreviation of former students, which is a more general term for people who have attended a particular school, college, or university, regardless of whether they graduated or not.