Paper Reading: 150 Successful Machine Learning Models Deployed: 6 Lessons Learned At

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First published in KDD from, the paper described its lessons from deploying Machine Learning models in their production service. It provided some intriguing insights. I believe many are very valuable to understanding applying Machine Learning in real-world scenarios.

Here are some of my takeaways.

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