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
- Why Pipelines Beat Manual Steps
- ColumnTransformer for Mixed Types
- Tune With GridSearchCV
- Save and Reload a Trained Pipeline