Hello, everyone! My name is Manan. I am a student at NMIMS university, pursuing a B.Tech in Data Science. I am starting this blog in order to talk about the Data Science projects I do, the new things that I learn and much more about this field. I have done very few and basic projects yet (like- Titanic, Housing - prices, MNIST, etc). Today, I will be talking about the one I finished recently. It was the first time that I did a project completely on my own. The dataset I was working on is the PIMA Indians Diabetes Database. This dataset is originally from the National Institute of Diabetes and Digestive and Kidney Diseases. The objective of the dataset is to diagnostically predict whether or not a patient has diabetes, based on certain diagnostic measurements included in the dataset. Let's get started! Preparing the Data: If you check the dataset, there are no missing values. But, note that the values which were missing