This lecture explains the criterion of invertibility based on the determinant of a matrix. The instructor demonstrates that a matrix is invertible if and only if its determinant is non-zero, providing a detailed proof using elementary row operations. The lecture also applies the criterion to a specific example involving a parameter in a 3x3 matrix, foreshadowing its use in future calculations.