The rainfall data studied aims to determine recurring patterns within a certain time period related to rainfall in an area. Fast Fourier Transform (FFT) is a form of transformation that is commonly used to change signal representation from the time domain to the frequency domain. This research uses the FFT method with the help of machine learning to identify rainfall patterns in the North Sumat…