As an undergraduate I used Elements of Differential Geometry by Millman and Parker. The prerequisites are solid multi-variable calculus and linear algebra. It works through basic material on curves and surfaces in the plane and three space, and then transitions to studying basic material on manifolds defined intrinsically. I recommend it for an undergraduate course for serious students with minimal background.