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Intermediate

Student Performance Prediction

Student Performance Prediction — built for academic submission

A machine learning project implementing student performance prediction, from data cleaning and model training through to an interactive prediction app.

What's included

  • Model comparison and evaluation metrics
  • Report and viva preparation notes
  • Data cleaning and exploratory analysis notebook
  • Trained and evaluated ML model(s)
  • Interactive dashboard/app for predictions

Tech stack

PythonPandasScikit-learnStreamlit/Flask