The audience members will learn about the very basics of Jetpack Compose in the first half of the presentation and thereafter they will learn about on-device machine learning. In addition to gaining insights into on-device machine learning concepts, individuals will also learn how to integrate on-device ML capabilities into Android applications, even if they have no prior experience in machine learning. This can be achieved using tools such as ML Kit, MediaPipe, or TFLite.