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This lecture covers the analysis of periodic and non-periodic rectangular signals, triangular signals, and 'b-spline' functions. It discusses the properties and transformations of these signals, including the Fourier transform and the concept of non-negativity. The instructor explains the characteristics of each signal type and their applications in signal processing.