Titanic: Machine Learning from Disaster

Kaggle Competition: Titanic: Machine Learning from Disaster.

Getting Started

Template code is provided in the notebook titanic.ipynb

Libraries used in this project:

• Numpy
• Pandas
• Matplotlib
• Seaborn
• Sklearn

Data

The dataset used in this project is included as test.csv and test.csv. This dataset is provided by Kaggle and contains the following attributes:

• survival Survival (0 = No; 1 = Yes)
• pclass Passenger Class (1 = 1st; 2 = 2nd; 3 = 3rd)
• name Name
• sex Sex
• age Age
• sibsp Number of Siblings/Spouses Aboard
• parch Number of Parents/Children Aboard
• ticket Ticket Number
• fare Passenger Fare
• cabin Cabin
• embarked Port of Embarkation (C = Cherbourg; Q = Queenstown; S = Southampton)