These notes cover the material from the second half of a two-semester sequence of mathematical methods courses given to rst year physics graduate students at the University of Illinois. They consist of three loosely connected parts: i) an introduction to modern "calculus on manifolds", the exterior dierential calculus, and algebraic topology; ii) an introduction to group representation theory and its physical applications; iii) a fairly standard course on complex variables.