Student Scores Prediction
تفاصيل العمل
Developed a machine learning model to predict exam scores from study hours using Linear and Polynomial Regression. Performed data cleaning, visualization, and feature engineering on a dataset of 100 student records. Evaluated model performance with MSE and R² Score, achieving accurate predictions and visual insights. Tools: Python, Pandas, NumPy, Matplotlib, Scikit-learn, Jupyter Notebook
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