This lecture covers signal analysis and filter design, focusing on the Fast Fourier Transform algorithm, basic types of filters, real-time filter limitations, power spectral density, and spectral leakage in signal processing. The instructor demonstrates the recursive radix-2 FFT algorithm, the concept of filters as convolution operations, and the effects of different filter types on signals.