This lecture covers the interpolation of nonlinear functions using Lagrange polynomials, focusing on calculating the Lagrange polynomial of degree 3 and 2. It also discusses piecewise linear interpolation, error analysis, and the minimum number of nodes required for a given error threshold. The instructor demonstrates the process step by step, providing examples and explaining the concepts thoroughly.