My favorite courses were:

CS 331H Data Structures (Scott)
CS 371R Information Retrieval and Web Search (Mooney)
CS 314 Principles of Machine Learning I (Beasley)
CS 311 Mobile Computing (Bulko)
CS 354R Principles of Computer Systems (Norman)