Pipelines in Scikit-Learn

Dr. Roi Yehoshua
AI Made Simple
Published in
6 min readMar 2, 2023

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This article covers a very useful feature provided by the Scikit-Learn library, which can help streamline your machine learning models and make it easier to maintain and deploy them.

A pipeline defines a chain of transformations that are applied to your data set sequentially, where the last step in the chain is your machine learning model (e.g., your classifier or regressor).

Scikit-Learn Pipeline

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Dr. Roi Yehoshua
AI Made Simple

Teaching Professor for Data Science and ML at Northeastern University | Top Writer in AI | 200K+ Views on Medium | https://www.linkedin.com/in/roi-yehoshua/