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This master\'s thesis focuses on analyzing Titanic passenger data using cluster analysis techniques through machine learning methods. The study includes exploratory data analysis, feature engineering, and predictive modeling to create a survival prediction model utilizing Python programming. The effectiveness of various machine learning algorithms such as logistic regression, decision trees, random forests, and K-nearest neighbors is evaluated, and the best model based on cross-validation...
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