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cedoula / Austin_Driver_Score_Predictor

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Used Python Scikit-Learn to analyze Austin car crash data from 2018 to 2020 and created an interactive dashboard using a Random Forest Classifier algorithm to calculate a driver score from user features.

javascript shell api flask aws sqlalchemy dashboard pipeline random-forest scikit-learn postgresql pandas neural-networks hyperparameter-optimization html-css car-accident heroku-deployment austin kfold-cross-validation
  • Updated Oct 12, 2022
  • Python

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