Imagine a bank deciding whether to approve a mortgage, a credit-card company spotting a fraudulent transaction in milliseconds, or a trading desk pricing a complex option on a volatile stock. All these decisions involve risk — and machine learning is changing how we measure, price, and manage that risk. This chapter shows you how the same algorithms that recognise faces or translate languages can also help a financial institution survive and thrive.