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Effective Amazon Machine Learning by Alexis Perrier

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Introducing the Titanic dataset

Throughout this present chapter and in Chapter 5, Model Creation and Chapter 6, Predictions and Performances, we will use the classic Titanic dataset. The data consists of demographic and traveling information for 1309 of the Titanic passengers, and the goal is to predict the survival of these passengers. The full Titanic dataset is available from the Department of Biostatistics at the Vanderbilt University School of Medicine (http://biostat.mc.vanderbilt.edu/wiki/pub/Main/DataSets/titanic3.csv) in several formats. The Encyclopedia Titanica website (https://www.encyclopedia-titanica.org/) is the website of reference regarding the Titanic. It contains all the facts, history, and data surrounding the Titanic, ...

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