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Where ML and DevOps Meet - ML 108

Adventures in Machine Learning

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The Difference Between ML and Software?

Ben: MLOps development in a historical sense is pretty nascent and underdeveloped. There's a lot of work that needs to be done, he says. Michael: I was wondering if we could kick it over to you guys because I was wondering this myself. What is the reason that ML is different from software? Why is it more quote unquote complex or just different? Ben: It has a huge component that is data and a model. Those things don't fit well into the brains of software developers all the time.

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