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4min chapter
When data leakage turns into a flood of trouble
Practical AI: Machine Learning, Data Science, LLM
How to Document Your Process on Projects
The way in which you've created those models or the transformations you've done on those features is informed by data that you're not using in training. So for me this target leakage is really a fundamental concept that anybody new to machine learning really needs to kind of go through and learn all these different types of areas. I will say we have built out a webinar that goes into details on target leakage as well as there's an online course available that.
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