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Site list:

Fast Fourier Transform Article in MathWorld.
Mathematics of the Discrete Fourier Transform (DFT) Notes by Julius O. Smith III, Stanford.
Introduction to the Fourier Transform Notes on applications to Image Processing.
An Introduction to Fourier Theory A mathematically inclined introduction with illustrations and explanations of related theorems, its properties and numerical methods for calculating transforms.
Fast Fourier Transforms Survey and history of FFT algorithms from Wikipedia.
Introduction To Fourier Transform A description of the principle of fourier transform and subsequent derivation of formulae. Page includes graphs.