Introduction to Tips and Tricks

The scikit-learn library includes a wide range of tools for ML, and many of them go beyond preprocessing data and training ML models.

Let’s get a quick overview of some of the most useful tools: pipelines, baselines, feature importance, and model persistence.

The power of pipelines

Pipelines are a fundamental concept in scikit-learn that allow us to streamline and organize our ML workflow. A pipeline combines multiple data ...