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  • African Institute for Mathematical Science
  • Kigali, Rwanda

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  1. Malaria-Diagnosis-with-Convolutional-Neural-Network-CNN- Malaria-Diagnosis-with-Convolutional-Neural-Network-CNN- Public

    Malaria Diagnosis with Convolutional Neural Network (CNN) project in Python requires a structured approach. Below, I'll walk you through the steps needed to build this project and provide the neces…

    Jupyter Notebook 1

  2. Deep-Learning-Model-for-Time-Series-Forecasting-of-Air-Quality-using-LSTM-Long-Short-Term-Memory- Deep-Learning-Model-for-Time-Series-Forecasting-of-Air-Quality-using-LSTM-Long-Short-Term-Memory- Public

    Deep Learning Model for Time Series Forecasting of Air Quality using LSTM (Long Short-Term Memory), a type of recurrent neural network suited for sequence prediction

    Jupyter Notebook 1

  3. rvival-Analysis-for-Modeling-Cancer-Data-using-the-Kaplan-Meier-estimator- rvival-Analysis-for-Modeling-Cancer-Data-using-the-Kaplan-Meier-estimator- Public

    Survival Analysis for Modeling Cancer Data using the Kaplan-Meier estimator and Cox Proportional Hazards model. We will simulate a cancer dataset and explore survival curves, followed by a Cox mode…

    Jupyter Notebook 1

  4. Using-Machine-Learning-to-Analyse-Air-Pollution-and-Respiratory-Illnesses- Using-Machine-Learning-to-Analyse-Air-Pollution-and-Respiratory-Illnesses- Public

    machine learning project using regression models to predict respiratory illness cases based on air pollution and climate factors. We’ll use models like Linear Regression, Random Forest, and XGBoost…

    Jupyter Notebook 1

  5. machine-learning-project-in-Python-that-analyzes-the-severity-of-hospital-charges machine-learning-project-in-Python-that-analyzes-the-severity-of-hospital-charges Public

    machine learning project in Python that analyzes the severity of hospital charges . The project use linear regression, random forest project, we use the Hospital Charges

    Jupyter Notebook 1

  6. Recurent-Neural-Networks-for-forecast-the-pollution-at-the-next-hour-given-history-of-pollution- Recurent-Neural-Networks-for-forecast-the-pollution-at-the-next-hour-given-history-of-pollution- Public

    Forecast the pollution at the next hour given history of pollution and weather condition, by use Deep learning: Time Series forecasting and Recurrent Neural Networks: Develop an LSTM

    Jupyter Notebook 1