Advanced Material

Here you will find some suggestions on how to tackle the problem. We provide two notebooks with different approaches.
This tutorial notebook includes sections on data exploration, feature engineering, validation and linear models
Finally, this tutorial notebook includes a more advanced modeling attempt using a boosting model, a custom loss function, and hyperparameter optimization.
Google Colaboratory
Advanced modeling
The models trained in these notebooks can be used as a baseline for the competition. We encourage you to surpass them!