Diabetes is a major issue now days. So it will be very useful if we can predict about it as early as possible. Blood test and urine test is the technique to detect diabetes. Many researchers are doing research on the artificial pancreas so that diabetes can be avoided. In this paper, we proposed a model which will help us to predict diabetes so that we can take the precaution to avoid diabetes in future by changing eating habit or changing life style.