SQL has experienced a renaissance as cloud data warehouses proliferate and an increasing number of companies build analytics engineering teams. However, few teams use SQL to implement predictive models. PostgresML empowers SQL users to train and deploy Scikit-Learn and XGBoost classification and regression models with an OSS extension for Postgres. The project also includes utilities to analyze datasets, compare experiments, manage deployments, and automate hyperparameter search.