This lecture covers the implementation and analysis of digital filters, focusing on the cost of the dyadic algorithm, butterfly operations, cyclic convolution, and filtering techniques using FFT. It also discusses the frequency response, types of filters, and the importance of filtering in digital signal processing, illustrated with examples like ECG filtering.