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This lecture illustrates the sampling theorem by graphically showing the reconstruction of a pure sinusoid signal. It explains the sampled version of the signal, the interpolation formula, and practical limitations. Various examples with different frequencies are provided to demonstrate the impact of sampling rate on signal reconstruction.