This is a Machine Learning course project to predict the final year grade 'G3' of Student Performance Dataset.
ML CATEGORY: Regression
The course project is divided into Phase-1 and Phase-2.
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Phase-1: The grade 'G3' is predicted by different Machine Leanring models using the default settings.
- CODE: Course Project/Student_Performance_Phase1.ipynb
- DATA: Course Project/data/student-mat.csv
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Phase-2: The grade 'G3' is predicted after tuning the hyperparameters of the machine learning models.
- CODE: Course Project/Student_Performance_Phase2.ipynb
- DATA: Course Project/data/student-mat.csv