A Brief Introduction to SciKit Pipelines

And why you should start using them.

Have you ever trained a machine learning model and your predictions looked too good to be true? But then you realized that you had some data leakage between your training and testing data?

Or have you had many pre-processing steps to prepare your data so that it was difficult to transfer the pre-processing steps from your model training into production to make actual predictions?

Or your pre-processing becomes …

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