This lecture covers the least squares method for approximating data, focusing on measured values and values estimated by interpolation. It explains how to handle errors, the interpolation polynomial, and the approximation of functions. The instructor discusses the concept of degree one polynomials and the solution of systems. The lecture concludes with a detailed explanation of the least squares method, including the approximation of functions and the handling of errors.