Walsh/Hadamard/Fourier Transform

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Hey guys can anyone explain to me what the Walsh/Hadamard/Fourier Transform actually does and how and when do I use it? Can you also recommend me some textbooks that I can use to help me understand it better? It's impossible to find a clear explanation online. Thanks!