Reference requests are common. However, I wish to make this a list of books which every undergraduate, majoring in mathematics should own or at least read. It may be a bit subjective.
Please include 1 book per answer. If there is any additional (or alternate) recommendation by you or some other person for the same topic please include it in the comments.
I am flagging it for community wiki.