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Machine learning · Beginner · 6 h

The machine learning workflow

Features, labels, train and test splits, baselines and your first scikit-learn pipeline.

Why employers care: Every data science screen checks that you can set up a fair experiment before any model.

In the roadmaps for: Data Scientist, Data Engineer, AI/ML Engineer, Forward Deployed Engineer

Lessons, in order

  1. Your first classifier, done properlyPredict penguin species from four measurements, and learn the workflow every model follows, starting with a baseline.3 min

Next shelf: Evaluating models honestly