This lecture covers the concept of numerical derivatives of order 1 and the impact of rounding errors on calculations. It discusses the calculation of derivatives using epsilon and the evaluation of errors in rounding. The lecture also explores the evaluation of functions at specific points and the implications of rounding errors in numerical computations.