My favorite courses were:

CS 439 Principles of Computer Systems (Norman)
CS 371R Information Retrieval and Web Search (Mooney)
CS 373 Software Engineering (Downing)
CS 375 Compilers (Novak)
CS 363D Intro to Data Mining (Beasley)