Machine Learning, Data Science, Dimensionality Reduction, Svd, Linear Algebra.
Matrix The rank of a matrix is the maximum number of linearly independent row (or column) vectors in the matrix. A vector r is said to be linearly independent of vectors r1 and r2 if it cannot be expressed as a linear combination of r1 and r2. Consider the three matrices below: In matrix A, row r2