My favorite courses were:
CS 363M Principles of Machine Learning I
(Beasley)
CS 371R Information Retrieval and Web Search (Mooney)
CS 380D Distributed Systems (Chidambaram)
CS 314 Data Structures (Scott)
CS 439 Principles of Computer Systems (Norman)