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risk-prediction

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A comparative analysis of 4 ML algorithms. This Hypertension Risk Prediction Model can be described as a machine learning model designed to predict an individual's risk of developing hypertension based on various input parameters.

  • Updated Jan 25, 2024
  • Jupyter Notebook

A machine learning–powered early warning system for universities that identifies students at academic or scholarship risk through predictive modeling, visualization, and explainable decision support.

  • Updated Jan 11, 2026
  • Python

It is a Capstone project. A model has been created to predict for the heart diseases. It can be very useful for the health sector as cardiovascular diseases are rapidly increasing. The record contains patients' information. It includes over 4,000 records and 15 attributes.

  • Updated Feb 21, 2024
  • Jupyter Notebook

Educational diabetes risk awareness web app — XGBoost model trained on BRFSS big data (2020–2024) using Google BigQuery & Cloud Storage + personalized prevention advice powered by Gemini 2.5-flash. Built with Streamlit. For Canada / North America.

  • Updated Jan 24, 2026
  • Jupyter Notebook

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