3min chapter

Practical AI: Machine Learning, Data Science, LLM cover image

When data leakage turns into a flood of trouble

Practical AI: Machine Learning, Data Science, LLM

CHAPTER

The Implications of Data Leakage

I'm curious, how did this topic come to the forefront of your mind? How did it become something that you started thinking about? I think most data scientists who've been out there practicing for years, they know it. They're aware of it and just a kind of level set for everybody. What target leakage is is when you use information from the future when you're making a prediction. It's a very common problem that can occur.

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