This repository contains project file for the Project "Titanic Survival Exploration" as part of Udacity's Machine Learning Nanodegree.
The dataset can be found in titanic_data.csv. The data contains information about the titanic passengers. The target is to predict whether they survived or not based on the following features :
- PassengerId
- Survived
- Pclass
- Name
- Sex
- Age
- SibSp
- Parch
- Ticket
- Fare
- Cabin
- Embarked
The goal is to create a Decision Tree Classifier manually and predict survival states with above 80% accuracy.