I had the exact opposite experience of linear algebra in college. It seemed like we (CS students) were just wasting our time running matrix algorithms by hand,

I had the exact opposite experience of linear algebra in college. It seemed like we (CS students) were just wasting our time running matrix algorithms by hand, while the math students were learning an actual theory, allowing them to intuitively understand all the algorithms much more easily.