This lecture covers the intermediate concepts of JavaFX, focusing on the scene graph and on-screen presentation appearance. It explains how the BorderPane allocates child nodes in different zones and the central area. The lecture also delves into IntelliJ IDEA setup and JavaFX code implementation.