About Project

• Exploratory data analysis and visualizations were conducted over the Heart Disease Dataset and various machine learning models were trained over the same.
• Additionally, a KNN model was deployed into a web app made using HTML, CSS and Flask, which allows users to check the risk of heart disease based on their medical info.
• Python's Pickle module was used to deploy the KNN model into the web-app.

For Web-App

Open terminal in the "Model Deployment into Web App" folder and following commands

To install required modules

pip install -r requirements.txt 

To run the app

python app.py