A mathematical function is a relation that uniquely associates each element of a set with exactly one element of another set, often expressed as f(x) = y, where x is the input and y is the output. Functions are fundamental in mathematics as they describe the dependence of one quantity on another, allowing for precise modeling of real-world phenomena and abstract concepts.