About This workshop
This intensive one-day workshop delves into the practical implementation of Edge AI solutions for predictive maintenance within manufacturing environments. Participants will gain hands-on experience setting up industrial IoT sensors, collecting data, training lightweight machine learning models, and deploying them directly onto edge devices. We'll explore real-world case studies, best practices for data preprocessing, and strategies for integrating these intelligent systems into existing operational technology infrastructures. By the end of the session, attendees will possess the foundational skills to design and implement robust predictive maintenance systems, significantly improving operational efficiency and reducing unexpected equipment failures.