Emilia Brzozowska

Factories are often full of machines, and it can be cumbersome to connect and map these disparate datasets to a standard machine informational model for future analysis.

In this industrial IoT (IIoT) builders’ session, build a digital twin of an industrial drill press on AWS. Learn how to connect an industrial gateway to the drill press PLC, ingest the drill’s telemetry via OPC-UA into AWS IoT SiteWise using an industrial gateway, build a digital twin of the drill using AWS IoT TwinMaker, and then visualize it using a Grafana dashboard.

Join this workshop to get hands-on experience applying artificial intelligence and machine learning (ML) for industrial use cases. Using a sample product quality image dataset, build and train an ML model with Amazon Lookout for Vision.