Nullity is a fundamental concept in linear algebra that represents the dimension of the kernel of a matrix, indicating the number of solutions to the homogeneous equation associated with the matrix. It provides insight into the linear dependence of the rows or columns and is closely related to the rank of the matrix through the rank-nullity theorem.