Why Pipelines Beat Manual Steps
One object for transform plus model.
The Manual Mess
Scaling, encoding, then fitting a model by hand means juggling many objects in the right order. A pipeline ends that mess.
What a Pipeline Is
A scikit-learn Pipeline chains transforms and a final model into one object that runs each step in sequence for you. 🔗
All lessons in this course
- Why Pipelines Beat Manual Steps
- ColumnTransformer for Mixed Types
- Tune With GridSearchCV
- Save and Reload a Trained Pipeline