2min chapter

The MLOps Podcast cover image

🤹‍♀️ Building models that actually perform with Kyle Gallatin

The MLOps Podcast

CHAPTER

Scaling Machine Learning - Is Scaling the Right Thing?

Most companies that have a machine learning team had an engineering team before. So you if you have someone senior there, then you ly have a spirit like the experience within the organization to learn from one another. You need to kind of preempt it more, or be a little bit more conservative in your estimates of when or when you shouldn't scale. We do actually have, um, a few more limitations, because it's the machine learning space, on how and when we can scale it, or what can do to improve application aso.

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