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Interpolation serves as a technique utilized in machine learning, although it is not frequently essential. This occurs because we can input data into computers and allow them to generate informed predictions for us, particularly when dealing with vast amounts of data. This is beneficial across numerous areas, including medical research and meteorological forecasting.