YoVDO

Management of IoT TinyML Devices

Offered By: Linux Foundation via YouTube

Tags

TinyML Courses Machine Learning Courses Embedded Systems Courses Edge Computing Courses Telemetry Courses IoT device management Courses Zephyr RTOS Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the integration of TinyML algorithms with IoT device management in this informative conference talk. Delve into the challenges faced by IoT solution providers when deploying TinyML on resource-constrained embedded devices and learn how the LwM2M communication protocol can address these issues. Discover the benefits of combining Edge Impulse ML with LwM2M, including streamlined OTA updates, telemetry data collection, and device management on a single network connection. Gain insights into the potential standardization of this approach and its advantages for the IoT ecosystem. Watch a demonstration of a complete TinyML operations flow based on Zephyr RTOS, showcasing system anomaly and failure detection in IoT devices.

Syllabus

Management of IoT TinyML Devices - Mieszko MieruĊ„ski, AVSystem


Taught by

Linux Foundation

Tags

Related Courses

Introduction to Artificial Intelligence
Stanford University via Udacity Natural Language Processing
Columbia University via Coursera Probabilistic Graphical Models 1: Representation
Stanford University via Coursera Computer Vision: The Fundamentals
University of California, Berkeley via Coursera Learning from Data (Introductory Machine Learning course)
California Institute of Technology via Independent