#14 Online meetup - Early monitoring for ML models in production
Meet Emeli Dral
https://www.linkedin.com/in/emelidral/
who will join us on Thursday to talk about
"Before it breaks: early monitoring for ML models in production "!
Once the model goes live, we have to make sure it continues to deliver value. In practice, monitoring is often an afterthought. Especially when you do not have an immediate feedback loop and ground truth comes with a delay.
In her talk, Emeli will share some best practices around ML model monitoring:
Which issues can happen in production;
How to keep an eye on your models by monitoring data drift, target behavior and other leading indicators of the model performance;
How to design the ML monitoring process using open-source tools (demo).
Start: 6:00 pm (UTC+1)
Duration: 30 mins + Q&A
How to get prepared? Just download Zoom app (desktop or mobile version)
See you soon!!!!
