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This lecture covers Fourier series, discrete Fourier transform (DFT), and the Fast Fourier transform (FFT) algorithm. It explains the analysis and synthesis of periodic functions, the heat equation solution using Fourier series, and the properties of Fourier transform. The lecture also delves into the applications of Fourier analysis in signal processing, spectroscopy, and imaging.