In this lecture, Walter Lewin introduces the concept of capacitance and its relationship to electric field energy. He explains how to calculate the energy stored in electric fields and the capacitance of various objects, including spheres and parallel plate capacitors. The lecture also demonstrates practical applications like photo flashes and the function of fuses.