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Rethinking ML Monitoring Part 2 - ML 063

Adventures in Machine Learning

Machine Learning is growing in leaps and bounds both in capability and adoption. Listen to our experts discuss the ideas and fundamentals needed to succeed as a Machine Learning Engineer.

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Rethinking ML Monitoring Part 2 - ML 063

Powered by RedCircle

Guests :
  • Shreya Shankar
Hosts :
  • Ben Wilson
  • Michael Berk
Published : Feb 24, 2022
Duration : 54 Minutes

Show Notes

In this episode, Ben and Michael cover more of Shreya Shankar’s deep dive into ML monitoring, including the biggest production challenges, what you NEED to know about adversarial attacks, and how to conduct effective tests and never make past mistakes again.
In This Episode
1) The BIGGEST production challenges when it comes to ML in 2022
 2) What you NEED to know about adversarial attacks (and how to keep your model secure)
 3) How to know if your model tests are actually preventing past mistakes
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