Personal Solution to Titanic Disaster problem on Kaggle.

This problem's solution has been submitted as a project work.

SUBJECT: 'ALGORITHM DESIGN - 1', SUBJECT CODE: CSE 3131

You can view my notebook directly by clicking the file with .ipynb extension or go to http://nbviewer.jupyter.org/ and paste the URL of the notebook.

Notebook URL:- https://github.com/SibasishTripathyy/Titanic-kaggle-project/blob/master/TITANIC%20DISASTER%20PROBLEM.ipynb

I have done the whole project using python.
Visual Data Analysis has been done to check which feature columns have impact on survival.
I have used Support Vector Machine algorithm to predict the survival of the passengers who had boarded the Titanic.

• Numpy
• Pandas
• SciKit-Learn
• Matplotlib
• Seaborn

Kaggle gave me a score of 0.76555 for this solution.

The dataset can be found at https://www.kaggle.com/c/titanic/data