Machine Learning (ML) at Edge with AWS IoT
Syed Junaid Rehan · Apress eBooks · 2023
Up to this point in our exploration, we've delved deep into the realm of the Internet of Things (IoT) with AWS. Our journey has been comprehensive from the basics of setting up an IoT "thing" to the more intricate processes of configuring devices to transmit MQTT telemetry data to the IoT Core. We've ventured into edge development using AWS IoT Greengrass and also delved into the specialized arena of the Industrial Internet of Things (IIoT). We leveraged AWS's IoT offerings, specifically AWS IoT SiteWise, to create models for our industrial assets. This enabled us to stream data in real time, creating a virtual representation of the asset in the cloud that acts as its digital twin.