This lecture covers the multiplication of vectors and matrices using MATLAB and Octave for beginners. Topics include scalar product, matrix-vector multiplication, and matrix-matrix multiplication. The instructor emphasizes the importance of having compatible sizes for matrices and vectors to perform these operations.