[Statistics question]: Fourier transform

[haesleinhuepf]

Question:

I need a Jupyter notebook that explains how the Fourier transform works. All plots in there should be saved as png file.

Python Tools

• List of Python libraries we should use for answering this:
  • numpy
  • scipy
  • seaborn

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A Jupyter notebook titled fourier_transform_explanation.ipynb was created to explain the Fourier Transform. The notebook includes code to generate a time-domain signal, apply the Fast Fourier Transform (FFT), and plot the results. Two PNG files, and , were generated and saved to depict the time domain signal and the frequency domain spectrum, respectively.