My favorite courses were:

CS 342 Neural Networks (Krähenbühl)
CS 349 Contemporary Issues in Computer Science (Abraham)
CS 363M Principles of Machine Learning I (Beasley)
CS 371R Information Retrieval and Web Search (Mooney)
CS 376 Computer Vision (Huang)

Other Students' Whose Course Selections I Like:

student_5
student_22
student_38