In this talk, Jan Jongboom from Edge Impulse presents techniques for enabling efficient and explainable TinyML. Learn about efficient optimization from dataset to deployment across the whole spectrum of Arm hardware from Cortex-M at 100 uW to Cortex-A mobile and edge devices with Web Assembly. There is even a live tutorial, demonstrating how to easily get started with sensor data collection and TinyML algorithm deployment on your smartphone.