This lecture covers the Lagrange interpolation method for arbitrary n, focusing on constructing polynomials that pass through given points. It explains the basis of Lagrange polynomials, their properties, and how to solve interpolation problems. The lecture also discusses linearly independent bases and provides examples of applying the Lagrange interpolation in various scenarios.