Ensuring Correct Use of Transformers in Scikit-learn Pipeline

Effective data processing in machine learning projects

Peng Qian
Towards Data Science
11 min readDec 20, 2023

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Ensuring Correct Use of Transformers in Scikit-learn Pipeline.
Ensuring Correct Use of Transformers in Scikit-learn Pipeline. Image by Author

This article will explain how to use Pipeline and Transformers correctly in Scikit-Learn (sklearn) projects to speed up and reuse our model training process.

This piece complements and clarifies the official documentation on Pipeline examples…

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