This lecture covers the calculation of the Fourier transform of a digital rectangular window, focusing on a window that is perfectly centered on 0 and the simplification of the exponential terms to sinusoidal functions, resulting in a sinusoidal Fourier transform. The instructor demonstrates the step-by-step process of deriving the Fourier transform formula and explains the periodic nature of the Fourier transform of a digital signal.