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modelling

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Predicting passenger survival on the Titanic using an ensemble machine learning approach, achieving a Kaggle score of 0.77990. This project leverages stacking with Random Forest, Gradient Boosting, and SVM, enhanced by feature engineering and hyperparameter tuning, to model survival patterns effectively.

  • Updated Dec 16, 2025
  • Jupyter Notebook

🎓 Analyze and predict student academic performance using socio-economic and behavioral factors with Python, enhancing educational decision-making.

  • Updated Dec 16, 2025
  • Jupyter Notebook

💧 Forecast river discharge using machine learning with optimized ensemble models for accurate next-day predictions and flexible time series applications.

  • Updated Dec 16, 2025
  • Python

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