3
Starting Our Travel – Surviving the Titanic Disaster
In this chapter, we will start our journey around the data world. The first dataset we will analyze is from the competition Titanic - Machine Learning from Disaster (refer Reference 1 at the end of this chapter for a link to this dataset). It is a rather small dataset and, because it is related to a competition, it is split between train and test sets.
In this chapter, besides the competition approach, we will introduce our systematic approach to exploratory data analysis and apply it to get familiar with the data, understand it in more detail, and extract useful insights. We will also provide a short introduction to the process of using the results of data analysis to build model training ...
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