How to apply Fourier transforms using scipy.fftpack in Python

How to apply Fourier transforms using scipy.fftpack in Python

Fourier transform results consist of complex arrays encoding magnitude and phase for frequency bins. Magnitude reveals dominant frequencies, while phase relates to signal timing. Frequency resolution depends on sampling rate and sample count. Techniques like Welch’s method improve spectral estimates for noisy signals.