This lecture covers the construction and properties of Lyapunov functions, including the Chetaev's theorem, the Lyapunov matrix method, and the classification of differential forms. It also explores the concept of exterior calculus and the gradient of a function. The instructor demonstrates the application of these concepts through examples and explains the conditions for exactness and integrability of differential forms.