My favorite courses were:

CS 373 Software Engineering (Downing)
CS 371R Information Retrieval and Web Search (Mooney)
CS 349 Contemporary Issues in Computer Science (Cline and Rich)
CS 314 Data Structures (Scott)
CS 311 Principles of Machine Learning I (Beasley)