This course offers practical methods for designing and developing interactive techniques using off-the-shelf sensors, focusing on creative experiences like art creation and spatial interaction in computational arts and HCI. Students will gain hands-on experience throughout the entire process of developing sensor-based interaction methods and applications. The course, structured around case studies, covers sensor data collection, data organization, signal processing, and the use of machine learning to create engaging, responsive systems.