This Guidance demonstrates how to use machine learning (ML) to combat fraudulent financial transactions. With AWS services, financial institutions can create an application that simulates credit card transactions. This application enables financial institutions to train and develop an ML model capable of generating near-real-time inferences. Financial institutions can then identify fraudulent transactions and use ML to predict fraud before it strikes.