Do I say "I study computer science," or "I study Computer Science"? Similarly, "I really liked that computer science course," vs. "I really liked that Computer Science course."
It depends. If you are referring to the title of a course or a major field of study, in a formal sense, then capitalize it.
Otherwise, just leave it uncapitalized.