The document discusses Amazon Machine Learning, a fully managed machine learning service. It provides an overview of building smart applications with machine learning, examples of common machine learning tasks, and how Amazon ML makes it easier to build, evaluate, deploy and use machine learning models. The document also demonstrates how to use Amazon ML through code examples and discusses architecture patterns for integrating machine learning models and predictions.