Here you can find lists of great Probability books are or have been used to teach courses at the USC.
By: Michael Mitzenmacher, Eli Upfal
By: Noga Alon, Joel H. Spencer
By: Michel Habib, Colin McDiarmid, Jorge Ramirez-Alfonsin