Diabetes is a type of chronic disease that is more common among people of all age groups. Predicting this disease at an early stage can help a person to take the necessary precautions and change his/her lifestyle accordingly to either prevent the occurrence of this disease or control the disease(For people who already have the disease)
Dataset Used: diabetes_data_upload Code is given in the form of an IPYNB file PPT & Report are included for explaining the concepts used
WORKFLOW
- Data loading
- Data preprocessing
- Exploratory Data Analysis
- Splitting into training & testing sets
- Creating various Machine Learning models
- Comparing the accuracies of all the models
- Choosing the model with the highest accuracy