Linear Regression: advanced modeling techniques

I applied transformations to the data obtained in Kaggle before training my models; I applied regressions with Statsmodel and Sklearn; I learned advanced modeling techniques; I obtained point forecasts and interpreted estimated coefficients; Finally, I performed graphical analyzes of the results found.