PostgresML is an extension of PostgreSQL that allows the integration of machine learning models within the database for real-time predictions and analysis. It supports multiple libraries, offers functionality for data preparation, model creation, evaluation, and prediction, and streamlines data analysis. With it, you can train models and make online predictions using SQL without moving data out of the database.