Ivan Provilkov: Tutorial on Uncertainty Estimation
Data Fest Online 2020
Uncertainty Estimation in ML track https://ods.ai/tracks/uncertainty-estimation-in-ml-df2020
Speaker: Ivan Provilkov, Yandex & HSE
We will go through the python implementation of uncertainty estimation ensemble methods. On easy tasks, you will learn how to use algorithms proposed in our videos for classification and regression. We will see how to compute and use different types of uncertainties for different cases. The code is publicly available, and you can use it in your projects: https://github.com/VProv/uncertainty_example
Register and get access to the tracks: https://ods.ai/events/datafest2020
Join the community: https://ods.ai/
Видео Ivan Provilkov: Tutorial on Uncertainty Estimation канала ODS AI Global
Uncertainty Estimation in ML track https://ods.ai/tracks/uncertainty-estimation-in-ml-df2020
Speaker: Ivan Provilkov, Yandex & HSE
We will go through the python implementation of uncertainty estimation ensemble methods. On easy tasks, you will learn how to use algorithms proposed in our videos for classification and regression. We will see how to compute and use different types of uncertainties for different cases. The code is publicly available, and you can use it in your projects: https://github.com/VProv/uncertainty_example
Register and get access to the tracks: https://ods.ai/events/datafest2020
Join the community: https://ods.ai/
Видео Ivan Provilkov: Tutorial on Uncertainty Estimation канала ODS AI Global
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