Automated Machine Learning with Light Auto ML

We are pleased to host Ryzhkov Alexander who is the head of AutoML group at Sber AI Lab and present their work on Automated Machine Learning with LightAutoML. Ryzhkov is also the Kaggle Competition Grandmaster, of the best titles to have.

A brief about LightAutoML, it was open-sourced at the end of 2020 on GitHub (https://github.com/sberbank-ai-lab/Li.... This python library was aimed at Automated Machine Learning (AutoML). It is designed to be lightweight and efficient for various tasks (binary/multiclass classification and regression) on tabular datasets which contain different types of features: numeric, categorical, dates, texts, etc.

He will cover topics from business applications as well as some good Kaggle kernels that you can try as well.