Kaggle_titanic

Little data science project on popular Kaggle dataset.

This project is the part of my DS/ML portfolio. I chose Titanic dataset because of it simplicity, I had minor experience with python and that was my first end-to-end project. Firstly I thought I would only end with analysis done in python, but later I decided to add an R notebook as well.

Python

I used scikit-learn, pandas and NumPy packages.

R

I used libraries from the Tideverse universe. The notebook is still under development.

Kaggle score

Python solution got 0.77511 accurancy on Kaggle. Nonetheless, the final score wasn't the main goal of this project.

Release History

• 0.1 - Jupyter notebook with analysis in python
• 0.2 - RMarkdown notebbok with analysis in R

Meta

Distributed under the GNU GPLv3 license. See LICENSE for more information.

Contributing

I believe any contributions to this project do not make sense, however feel free to use my code.