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Data Science Academy · Lesson

Save and Reload a Trained Pipeline

Persisting models with joblib.

Training Once Is Enough

You spent time fitting and tuning a pipeline. Saving it means you never have to retrain just to make a prediction. 💾

Pickle the Pipeline

A fitted pipeline is a Python object, so you can serialize it to disk and bring it back exactly as it was.

All lessons in this course

  1. Why Pipelines Beat Manual Steps
  2. ColumnTransformer for Mixed Types
  3. Tune With GridSearchCV
  4. Save and Reload a Trained Pipeline
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