Edge AI Development with Arduino and Edge Impulse: From Sensors to Vision Deep Learning Implementation

Sensor and vision AI can feel daunting, from data collection to deployment. Drawing on hands-on troubleshooting experience, this course uses illustrations and practical exercises to guide you toward a working result. This is a practical embedded AI development course you can start without math. Using Arduino Nano BLE 33 and Nicla Vision boards, you’ll build and deploy gesture recognition and image classification models yourself. With the no-code Edge Impulse platform, you’ll gain hands-on experience with the entire process, from data collection to deploying deep learning models. Practical troubleshooting and performance improvement tips will help you develop real-world edge device development skills.