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This project explores the Titanic dataset to analyze passenger survival and build predictive models. It includes data analysis with visualizations and a machine learning workflow using Random Forest and other models. The goal is to demonstrate the full data science process from data cleaning to prediction.
EDA Notebook πβ¨ β Explore passenger data and visualize survival trends.
ML Notebook π€π² β Predict survival using a Random Forest Classifier and uncover key features.
About
This project explores the Titanic dataset to analyze passenger survival and build predictive models. It includes data analysis with visualizations and a machine learning workflow using Random Forest and other models. The goal is to demonstrate the full data science process from data cleaning to prediction.