# 51st place solution

Hi, Kagglers!
Because today I talked about my solution and knowledge of this competition in my company,  I would like to share it in discussion.
My presentation slide is here.
[https://www.slideshare.net/nasukasumino/51st-solution-of-avito-demand-prediction-competition-on-kaggle-104538026](https://www.slideshare.net/nasukasumino/51st-solution-of-avito-demand-prediction-competition-on-kaggle-104538026)
Thank Avito and Kaggle for hosting this wonderful competition !!