Mathematics, Machine Learning, Linear Algebra, Math, Getting Started.
involves the rank of a matrix. The rank is the maximum number of linearly independent columns in a matrix and so it follows that the rank is equal to the number of pivots in reduced row echelon form. If the number of columns in a matrix is equal to the rank, then the matrix is linearly independent.