You need data that mimics real patient, customer, or financial records without exposing actual individuals (Ch. 29) - **Class imbalance** — You need more examples of a rare class (fraud, equipment failure) to train a balanced model (Ch. 7, Ch. 11) - **Prototyping** — You want to build and test a pip