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Heart Failure Prediction Web App

Link: https://heart-failure-prediction-flask.herokuapp.com

A web app built using heart failure prediction dataset from Kaggle, deployed on Heroku using Flask.

File Descriptions

  • heart.csv - raw data
  • heart-disease.ipynb: notebook with data exploration, feature engineering and model building
  • model.pkl: trained model, saved with pickle
  • app.py: contains script to run Flask app
  • static: folder with CSS file
  • templates: folder with HTML
  • Procfile: file supporting Heroku deployment
  • requirements.txt: dependecies for Heroku deployment

Technologies Used

  • Python
  • Pandas
  • Numpy
  • Scikit-learn
  • Flask
  • HTML
  • CSS
  • Heroku

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