Pro exercise

One-hot encode a category

A model needs the acquisition channel as three true/false columns: is_email, is_search and is_social. An unknown channel must be reported, not silently encoded as all-false, which the model would read as a fourth, made-up category.

machine learning prep
encoding
categories