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What Do Machine Learning Products Need by Uber Product Manager

Machine learning is used so often in tech now that it's nearly impossible to say where it isn't used. Google uses it. Amazon uses it. Facebook uses it. Everyone wants a piece of it. So, what exactly does a machine learning product need? What does it require from the Product Manager? Product Manager at Uber