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Training Data Has an Expiration Date

中文摘要

即使系统未崩溃,生产环境中的机器学习模型也会因训练数据过时而逐渐性能衰退。

English Summary

Even without crashing, production machine learning systems can silently decay as their training data becomes outdated.

原文节选

Why do production ML systems quietly decay even when nothing crashes? Continue reading on Medium »