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🌳 Cordova - HACKFEST 2023

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✨ Description

Idea

A mobile-based application to record and monitor users' cholesterol level to prevent heart disease. This application is designed based on SDGs number 3, Good Health & Well Being. Completed with features such as recording cholesterol levels, graphs of increasing & decreasing cholesterol, percentage chance of developing heart disease, recommendations for the nearest health center, and suggestions for activities carried out according to users' cholesterol levels and percentage of developing heart disease.

Cordova-ML

Cordova-ML is a repository that houses the source code for creating a machine learning model used to predict the risk of a heart attack. In the model creation process, libraries such as pandas, matplotlib, and seaborn are employed for data preprocessing, the scikit-learn library is used for model creation, and pickle is used for serialization. The existence of this model is expected to contribute to reducing the risk of mortality due to heart attacks.

💻 Features

  • Authentication
  • Record Cholesterol
  • Check Heart Attack Risk Percentage
  • Activity or Food Recomendation
  • Recommendations for the nearest health center

🏅 Team KeluargaBerencana

Role Name
Hustler Bernadeta Regina Kusumawardhani
Hipster Ahmad Faiz Agustianto
Hacker Handedius Sando Sianipar
Hacker Gede Indra Adi Brata

🛠 Technology

Jupyter Notebook Python Pandas scikit-learn Matplotlib

💡 Github

Front End
https://github.com/KeluargaBerencana-Hackfest/Cordova-FE

Back End
https://github.com/KeluargaBerencana-Hackfest/Cordova-BE

Model
https://github.com/KeluargaBerencana-Hackfest/Cordova-ML
https://github.com/KeluargaBerencana-Hackfest/Cordova-ML-Deploy

📢 Deployment

No deployment on this repository

📸 Documentation

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