scikit-learn Overview: One fit/predict API for Every Model

A wider tour of scikit-learn than one worked example can give you: the shared fit/predict/transform pattern behind every estimator, a classifier and a preprocessing transformer side by side, and how Pipeline chains them into one reusable object.

July 3, 2026 in Python, Machine Learning by Mehdi Lotfinejad11 minutes