I am sharing a multi-horizon modeling notebook that focuses on the core solution. To keep it concise, the EDA and evaluation sections were reduced.

Notebook link: https://www.kaggle.com/code/yohannesmelese/ftf-horizon-solution

I hope you find it useful. If it helps you, please consider upvoting the notebook. Enjoy!