Diabetes has been an issue for the past few decades and has shown an upward trend throughout the years. One reason may be that many people are not diagnosed in the early stage of diabetes. Therefore, it is necessary that diabetes be diagnosed in the early stage to avoid negative effects on other organs. We propose a model with machine learning for the diagnosis of early-stage diabetes using data from the Pima Indian Diabetes Dataset collected from Kaggle.