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The absolute best teaching of the Fourier transform I've ever encountered is the extremely bizarre book "Who is Fourier?"

https://www.amazon.com/Who-Fourier-Mathematical-Transnationa...

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This was my first exposure to the Fourier transfer. I also highly recommend this book. It was recommended to me by the head of the math department at university.

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