The problem is to predict prices of real estates based on series of parameters describing them.
In this project, many subjects are involed including:
- data analysis
- linear regression
- regularization
- decision trees
- grid search
- SHAP analysis
The authors of the solution:
Challenge description: https://www.kaggle.com/competitions/house-prices-advanced-regression-techniques/
Project's documentation [PL] available here.