ML and the IoT - Living on the Edge

Explore the convergence of Machine Learning and IoT in this comprehensive conference talk. Delve into the concept of "Edge ML" and its potential to revolutionize IoT security and efficiency. Learn about the challenges of cloud-based ML in IoT applications and discover how modern embedded systems and microcontrollers are enabling on-device machine learning. Gain practical insights into implementing Edge ML in IoT projects, including examples using Google Coral, Raspberry Pi, and microcontrollers. Understand the benefits of bringing machine learning closer to sensors and IoT devices, such as improved security, faster insights, and predictive capabilities. Examine the state-of-the-art in Edge ML and IoT, covering topics like TensorFlow Lite, federated learning, and the use of single-board computers for machine learning tasks.