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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.

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Titanic Survival Prediction πŸš’πŸ’€βš“

🌊 Set sail on a data adventure!

  • EDA Notebook πŸ“Šβœ¨ – Explore passenger data and visualize survival trends.
  • ML Notebook πŸ€–πŸŒ² – Predict survival using a Random Forest Classifier and uncover key features.

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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.

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