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My first personal project (outside of the Iris Dataset) that I worked on while learning Data Science/Machine Learning to accurately predict who survived the historical event of the sinking of the Titanic. The current model provides an accuracy of 78.2%, which ranks ~82nd percentile in the Kaggle Competition. The CSV output files and corresponding code are used to create accuracy checks on Kaggle.com.
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Link to the corresponding Kaggle dataset/challenge : https://www.kaggle.com/c/titanic