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This lecture covers topics such as orthogonal bases, signal approximation, trigonometric Fourier series, complex Fourier series, signal comparison, correlation, signal detection, least squares approximation, vector geometry, dot product, angle between vectors, signal energy, norm, scalar product, and Cauchy-Schwarz inequality.