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This lecture covers the categorization of signals, including unrestricted signals, discrete polynomials, and bilateral exponentials. It also delves into linear systems, matrix analogy, and linear transformations in discrete time. The concept of linear shift-invariant systems (LID) is explained, along with the definition and properties of discrete convolution and impulse response.