This lecture covers the LU factorization of a matrix A using elementary row operations, step by step. Starting with the matrix A, the instructor demonstrates the process of obtaining the lower triangular matrix L and the upper triangular matrix U, leading to the factorization of A. The lecture emphasizes the importance of each operation and the final result of the factorization.