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Differences Between Shipping Classic Software and Operating ML Models with a Lead MLOps Engineer at TMNL Simon Stiebellehner, and neptune.ai CEO Piotr Niedzwiedz

ML Platform Podcast

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Data Monitoring vs Data Observability?

The difference is not, I think super hard, same as between data monitoring and data observability. So when it's batch processing or in a new real time service, at least I don't really make a difference there. The way that I see data monitoring is really that you have a relatively focused view on known relevant aspects of your services. That means you focused on what is happening and when is it happening. And then you kind of let that bubble up in a way in terms of you push metrics.

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