My favorite courses:
CS 363M Principles of Machine Learning I (Beasley)
CS 371R Information Retrieval and Web Search (Mooney)
CS 109 Competitive Programming (Vouga and Downing)
CS 314 Data Structures (Scott)
CS 439 Principles of Computer Systems (Norman)