This lecture covers the concept of Jordan form, focusing on diagonalization and nilpotent matrices. The instructor explains the decomposition of matrices, the properties of nilpotent matrices, and the Jordan normal form. The lecture also discusses the number of Jordan blocks for each eigenvalue and their sizes.