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When data leakage turns into a flood of trouble
Practical AI: Machine Learning, Data Science, LLM
How to Fix Data Leakage
A common problem that often happens is data gets updated in databases all the time. And if you're not using kind of snapshots, your model could fail to that. So I think a lot of this can be addressed by just thinking through and having the domain experts and knowing what the data looks like at the time of prediction.
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