Stata 19 is a new version of the Stata statistical software that adds features for machine learning, causal inference, Bayesian analysis, and improved reporting, graphics, and user interface. Key updates include the H2O machine learning suite, expanded causal inference commands, Bayesian variable selection, and the ability to create publication-ready tables with single commands.