This lecture covers the base change matrix, transition matrix, and equivalence of matrices. It explains how to rewrite the base change formula, the square matrix of size d, and the inversion formula. The instructor demonstrates the transitivity formula, the equivalence relation, and the theorem regarding equivalent matrices.