This lecture covers the concept of optimal transport and convex analysis, focusing on the legendre transform, convex functions, c-convexity, and 1-Lipschitz functions. The instructor explains the properties of convex functions and their applications in optimal transport theory, providing proofs and examples to illustrate the concepts.