This lecture covers the concept of differentiability, focusing on partial derivatives and Hessiennes. It explains the definition of partial derivatives, the existence conditions, and the Hessienne matrix. The lecture also discusses the symmetrical properties of the Hessienne matrix and provides examples to illustrate the concepts.