As a physicist, I always found it funny that in ML people renamed 'the angle between vectors' into something as fancy-feeling as 'cosine similarity'.
replies(6):
And I think today it is preferred to call it "similarity" instead of "distance" because it is not a true distance function (15 years ago we called it "cosine distance").