Encyclopaedia of Mathematics
This is a graduate level reference work with 8,000 entries illuminating nearly 50,000 mathematical notions. If you are looking for the definition of a term, this site most likely has it.
Each entry is actually a small survey article on the subject in question, written by an expert. Articles list further references, so that deeper study after a quick refresher is possible.