Vector Spaces

You've pictured vectors as arrows. But polynomials add and scale too — and so do functions, audio signals, and probability distributions. What makes all of these 'vectors' is not their shape but their behavior: they obey a short list of rules (axioms) for adding and scaling. Abstract those rules away from arrows and you get a vector space — the setting in which all of linear algebra actually lives.