But most of these students (particularly ones taking the lin alg course that apparently has APPLIED in all caps in the title) are going to be engineers or similar who will never encounter the fundamentals outside of their application in tools like k means. Teaching them an abstract field without connections to what motivates it (intellectually or practically) is pedagogically not ideal.