Globally, the number of diabetes sufferers is estimated to continue to increase. To measure glucose, blood needs to be drawn from the body. Invasive methods carry the risk of infection. Developing devices with non-invasive methods can reduce the risks of invasive methods. One way is to use machine learning. In this study, a comparison of the Artificial Neural Network (ANN) and K-Nearest Neighbo…