Java GUI courses can help you learn how to create user-friendly interfaces, manage event handling, and implement layout designs. You can build skills in using components like buttons, text fields, and menus, as well as understanding the Model-View-Controller (MVC) architecture. Many courses introduce tools such as JavaFX and Swing, that support developing visually appealing applications and enhancing user interaction.