This lecture covers the theory of polynomial interpolation, focusing on expressing the error and defining the interpolation per pieces of a function. The slides discuss the conditions for validity, linear interpolation, and the distribution of interpolation points. The instructor emphasizes the importance of understanding the error in polynomial interpolation and the key concepts related to piecewise interpolation.