We are glad to partner with IIT Kharagpur as a part of the Kharagpur Winter of Code. We are proud to host this Open Source event during the winter months and we hope you have a great winter this year.

Some of the project ideas has been listed below. Please go through them and you may apply to work on any one of them during the winter.

Join Slack channel using this link

Work on the existing project and improve it. The code is available in the jupyter notebook. Some of the code have not been implemented if you see the notebook. Participants first need to work on that. Cluster passengers based on survival rate and features. Work on data visualizations and improving them. Plot passenger survival rate versus different features like their age, sex and class. Use different classifiers to see which gives us the best accuracy and plot all such results. Improve working on the plots and work with more features of the data set. Document the code and add resources for ML beginners including book references and video tutorials.