Learn about the problems of data leakage and how it can arise from missing value imputation in pandas when working on a supervised Machine Learning problem using Python's scikit-learn library.
Table of contents
What is data leakage?Why is data leakage problematic?Why would data leakage result from missing value imputation in pandas?How can we avoid this in pandas?How else can data leakage arise?How does scikit-learn prevent data leakage?ConclusionOne final note...Get ready for your dream job in Machine Learning in 2024 🚀7 Impressions