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Because most folks in DS/ML are working on predicting likelihood to press a button. You don’t need Fourier transforms for that.

CNN is essentially a FT with learnable kernels.

well, it’s certainly usually convolution. Hardly anyone knows why or how that connects to the FT though.

you do, depending on your feature preprocessing.