Industry 4.0 brings about transformational changes to the manufacturing landscape, be it productivity, operational efficiency, and quality control. These smart factories are deploying IoT sensors and devices like cameras on the factory floor to collect huge amount of data that is live streamed via cloud computing, equipped with AI analytics tools, to derive useful production insights. With the ever-increasing sensor deployment and big data collected, coupled with growing privacy and cyberattack risk concern, edge AI will overcome these challenges and offer more immense benefits to I4.0 and beyond like facial and suspicious object recognition in security & surveillance, autonomous robots / drones in healthcare & logistics. This course covers fundamental concepts of edge AI technology and how it is being deployed for real-life industrial applications related to I4.0 and beyond. It would reinforce its usefulness in providing real-time prediction, using structured data like manufactured product / facial image, to give participants a comprehensive insight into how best to adapt this methodology for their specific needs.