This lecture covers the concept of matrices associated with linear applications, focusing on finding the matrix representation of a map relative to a given base. It explains the properties of injective and surjective linear maps, demonstrating how to determine the associated matrix. The lecture also discusses the transformation of bases and provides examples of reflections with respect to different axes.