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How to Transition from Software Engineer to ML Engineer - ML 111

Adventures in Machine Learning

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How to Serve a Machine Learning Model

To really understand how to serve a machine learning model and how to build one, I don't know that you can do it not on a job. Maybe in an academic setting, there's large data sets, but it's tough. You're like, hey, NPM packages, how do I determine which ones are related? That's a data science use case, but your training data is out there. It's published freely available. The naive approach would be scrape the website that hosts it. And then start looking into a graph traversal algorithm.

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