This post is written about the capstone project of Udacity’s Data Scientist Nano Degree program.

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(Source: Unsplash - Stephen Dawson)

1. Introduction

The data in this project has been provided by partners of Udacity at Bertelsmann Arvato Analytics and represents a real-life data science task.

This project aims to try to detect…


The sinking of the Titanic is one of the most unfortunate events in recent history. In this article, we create a machine learning model by using the survival data of this disaster.

Source: Wikipedia Commons

RMS Titanic sank on 15 April 1912 in the North Atlantic Ocean, when struck an iceberg. There were 2,224 passengers on board and this disaster resulted in the deaths of more than 1,500 people.

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