Abstract: In the Fourth Industrial Revolution, it is focused on CPS (Cyber Physical System) that connecting the cyber world and the real world for supplying advanced services. There are several core technologies: AI (Artificial Intelligence), IoT (Internet of Things), Robotics, etc in the CPS. In this paper, we propose the practice materials to learn about techniques combining AI and IoT based on the graphical programming language for a fundamental or a non-engineering courses. We adopted Ardublock and NNC/NNL which are free and open source software as our practice materials. We’ll introduce the outline of our practice materials and show our prototypes in this paper. As a result, we got better results than questionnaire survey of participants.