How to Build a Machine Learning Pipeline in Python Using Scikit-Learn

Machine learning pipelines automate data prep, improve model performance, and save time. Learn how to build one using Scikit-Learn for faster, smarter ML workflows.

Think about how cars are built. They don’t just slap parts together randomly. Instead, they go through an assembly line—first, the frame gets built, then painted, then the engine goes in, and so on. …