Matrix rank is the dimension of the image of the linear transformation represented by a matrix. It equals the number of linearly independent rows or columns and the number of nonzero singular values of that transformation. More generally, the rank of a linear transformation is the dimension of its image.
The rank of a matrix
is implemented as MatrixRank[m].