Machine learning in artificial intelligence plays a very important role in various fields of life, along with data
science and data analysis. Among these roles through which machine learning can play an important role is the
role of human health in how to predict incurable diseases, such as diabetes. When learning the machine with
real data, it becomes possible to predict highly accurate results through which preventive measures can be
taken to avoid falling into such chronic diseases, and thus many people can be prevented from contracting such
chronic diseases. Future plans can also be made to avoid the spread of the disease and appropriate plans can
be made for that. By making the right decisions. Machine learning and artificial intelligence have algorithms
with specific characteristics that have the ability to predict results in advance. An example of these algorithms
is what is known as Logistic Regression, SVC, Random Forest Classifier and Gradient Boosting
Classifier.