2min chapter

The MLOps Podcast cover image

🏃‍♀️Moving Fast and Breaking Data with Shreya Shankar

The MLOps Podcast

CHAPTER

The Scale Problem in ML Monitoring

The problems in ML monitoring are hard enough, even at reasonable scale. So I think that part is still completely and totally applicable to small and medium companies. And the other thing is a lot of companies get false positive alerts when they're trying to do monitoring on their pipelines. It's small companies that are one or two people have this problem.

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