This lecture covers the concept of partial derivatives, directional derivatives, and differentiability of functions. It introduces the gradient, directional derivatives, and the theorem on differentiability. The lecture also discusses higher-order partial derivatives, the Schwartz theorem, and examples illustrating these concepts.