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https://github.com/ahmedmmahrous/medical-expenses-prediction-end-to-end-data-science-project-

Predict the future medical expenses of patients based on certain features.
https://github.com/ahmedmmahrous/medical-expenses-prediction-end-to-end-data-science-project-

data-science deployment exploratory-data-analysis flask machine-learning matplotlib numpy pandas plotly python regression statistics webapp

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Predict the future medical expenses of patients based on certain features.

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README

        

Medical Expenses Prediction End-to-End Data Science Project

[Link](https://medical-expenses-predi.herokuapp.com/?fbclid=IwAR0mpSSra090vXaZIZE4JiZ9HOK854OfuzNismOiVSqgbg4W6qm9vJ8vHgo)

Business Implications of the Project


  • Health is the center of everyone’s life.

  • Every part of our life relies on good health.

  • Health is the extent of an individual’s continuing physical, emotional, mental, and social ability

  • to cope with the environment.


Understanding Problem Statement


Predict the future medical expenses of patients based on certain features.


Factors affecting the medical expenses of the patients:-


  • Age
  • Gender
  • Body Mass Index
  • Region
  • Smoking Behaviour

    [![1.png](https://i.postimg.cc/1RWFFTNv/1.png)](https://postimg.cc/NLHLqdDX)

    [![33.png](https://i.postimg.cc/8zvfqzXY/33.png)](https://postimg.cc/rD8p4MkG)

    [![22.png](https://i.postimg.cc/43b7xFgb/22.png)](https://postimg.cc/Y40qXRjh)