This video tutorial explains how to create radio buttons in Java's Abstract Window Toolkit (AWT) using the Visual Studio Code environment. It covers the basics of radio buttons, the CheckboxGroup class, its constructor, and associated methods, along with a demonstration of running a Java application. Viewers will gain a clear understanding of radio buttons in Java AWT and will be equipped to develop applications featuring radio buttons in Visual Studio Code.