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Explore the next generation of machine learning with TinyML in this 28-minute conference talk from EuroPython 2023. Dive into the world of ML on microcontrollers, evaluating different setups for interacting with sensors on small devices. Learn about various hardware options and frameworks to get started, while examining diverse use cases for TinyML in agriculture, conservation, health issue detection, and ecological monitoring. Discover how to implement machine learning models on embedded systems and microcontrollers, enabling a new era of smart, compact devices. Gain insights into real-world applications and a practical case study that can be implemented at home, showcasing the potential of thinking small in the realm of machine learning and IoT.
