Kaggle Titanic

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Overview:

This is the kaggle competition used to learn machine learning. In this competition, we are given a database with information about the passengers on board. We have a test set that has information about if the passengers survived or not. Then we have a different dataset where we do not know if they survived or not. We have to determine if they survived or not depending on the other information. Which we have to submit and it is compared and a score is give to us.

Goal

  • My goal is to use this exercise to learn different techniques and steps that go into analyzing the data of this kind.
  • Clean, process and look at the data.
  • Understand and apply different ML algorithms.
  • Understand the statistics.
  • Create a workflow of looking at the data.

Summary of steps: