This lecture explores the problem of tide prediction, focusing on the case of Venice where tides can lead to floods. By analyzing hourly measurements from the Grand Canal, the instructor demonstrates how Fourier coefficients can be used to approximate periodic signals, showing that with a small number of coefficients, a precise approximation can be achieved.