5min 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

How to Avoid Target Leakage in Data Science

75% of all data science models at one point have some target leakage. Data scientist: As a data scientist, you really have to understand what the data elements are in your model. "It's just much better to kind of be in the data and with the code rather than just reading a page of formulas"

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