ML Training 2019

Denis Vorotyntsev won AutoSeries - AutoML competition on time-series regression. In his presentation, he talks about the competition organization, his final solution, and solutions of other top placed participants.

In this video, you will find out:
- How AutoML competition differs from most common Kaggle-alike and why you should try them
- Features engineering approach for time-series tasks when you have no idea about domain
- Why validation split should emulate train-test split
- Why you should always check the code of top participants and how small bugs might drop your score

Presentation - https://gh.mltrainings.ru/presentations/Vorotyntsev_CodalabAutoML.pdf