Feature Engineering With Keras and BigQuery ML
Feature engineering can happen before training, inside the model pipeline, or inside a data warehouse. Two practical options are Keras preprocessing layers and BigQuery ML transformations. This guide explains when to use each approach and what patterns learners should understand first. The practical question is not which tool is more advanced. The question is where preprocessing should live so the feature logic is repeatable, testable, and available when predictions are made. ...