Adventures in Machine Learning
Adventures in Machine Learning
Rethinking ML Monitoring Part 2 - ML 063
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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