Machine Learning Performance Monitoring - Emeli Dral

Описание к видео Machine Learning Performance Monitoring - Emeli Dral

Data scientist’s work does not stop when your model goes live. Now that it brings real business value, you need to keep a close eye on its performance. You need to detect when things go wrong and prepare to quickly solve them.

In this talk, Emeli will:

Explain the types of issues you might face in production
Show a demo of an open-source tool to analyse data drift
Give tips on how to be pragmatic with your model monitoring

If you want to connect with Emeli after the talk

Linkedin:   / emelidral  
Twitter:   / emelidral  
Github: https://github.com/evidentlyai/evidently


Join DataTalks.Club: https://datatalks.club

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