Time series met AutoML Codalab Automated Time Series Regression Denis Vorotyntsev

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 -