The rank of a set refers to the smallest size of a basis that can span the set, effectively measuring the dimensionality or linear independence within the set. It is a fundamental concept in linear algebra, particularly in the study of vector spaces and matrices, where it helps determine the solvability of linear systems and the behavior of linear transformations.