This lecture covers the Dirac delta distribution, Fourier integral, and Fourier transform. It explains the properties of the Dirac delta, sequences, and distributions, as well as the derivation of the Fourier integral from Fourier series. The lecture also delves into important Fourier transforms, methods to obtain them, and their applications in solving PDE problems using Fourier transforms and convolution.