4min chapter

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"Real-Time" ML: Features and Inference // Sasha Ovsankin and Rupesh Gupta // MLOps Podcast #135

MLOps.community

CHAPTER

The Challenges in Machine Learning, Sasha?

LinkedIn is following a trunk-based development and it sounds like there was some way that you ended up supporting like branching for machine learning. So what happens is that you have different experiments on the same model running as a parallel branches. You are actually able to deploy from different branches at the same time. And then when you are done experimenting, you see the model that works best. The winner, you just kind of merged to the main track. It's a very interesting development. I think it deserves more people to know about this and think about applying this in the airport.

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