This lecture covers Lagrange interpolation with M=2, focusing on the base polynomials associated with the points. It explains the process step by step, including the calculations and formulas involved in the interpolation. The lecture also discusses the concept of linear independence and provides examples to illustrate the application of Lagrange interpolation.