Diabetes Prediction using AI.

For a time now, I have been experimenting with different machine learning algorithms and how they are can improve health care. So I decided to tackle the PIMA Indian Diabetes dataset. You can find the dataset here.

The following is a sneak peak of the dataset and the feature it contains.

After several data cleanliness techniques, data preparations, several machine learning algorithims were tried and Support vector machine algorithm yield a promise result as it gave AUC (Area Under the Cover) of 0.86.

The model is then integrated into a webApp via the use of Streamlit library. The source code for the whole project is found github page here.

Next I'll share the Preview of the webapp.