A simple machine learning based streamlit dashboard to create a model that predicts which passengers survived the Titanic shipwreck. A Random Forest Regressor has been applied here. The accuracy can improved by implementing advanced algorithms and by hyperparameter tuning.
Libraries used:
- Stramlit
- Pandas
- Seaborn
- Matplotlib
- Scikit-Learn
Link to the kaggle dataset: https://www.kaggle.com/competitions/titanic