Advanced Feature Scaling in Python for Production ML
Feature scaling is easy to demonstrate in a notebook and surprisingly easy to get wrong in production. The choice affects distance calculations, optimization, regularization, dimensionality reduction, and the stability of every downstream prediction. In an enterprise machine-learning platform, the fitted scaler is therefore part of the model contract—not a cleanup step that can be recreated … Explore: Advanced Feature Scaling in Python for Production ML