
Article4 Nov 2026
Data Preparation and Feature Engineering for Machine Learning: A Practical Guide with pandas and scikit learn Pipelines
Learn how to explore data, handle missing values, encode categories, scale features, treat outliers, avoid data leakage, and wrap it all in a clean scikit learn Pipeline using the Titanic dataset.
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