This webinar will provide an overview of the Xilinx and AWS IoT respective technology stacks and how the companies have worked together to provide integrated reference designs that customers can use to jumpstart their Industrial IoT (IIoT) solution. The presenters will reference a functioning Xilinx with AWS IoT enabled distributed control application example that leverages the scale of AWS Cloud application provisioning, system dashboards, secure cloud communications, and FPGA based machine learning on top of Xilinx Zynq UltraScale+ and Zynq 7000 system on chip (SoC) hardware platforms. Specifically, the reference designs will show how AWS IoT Greengrass can be integrated on a Zynq UltraScale+ device to deploy FPGA based edge machine learning inference functions using Xilinx PYNQ and ML Suite technology. The reference design also includes Amazon FreeRTOS on a Zynq7000 device to establish secure telemetry and control state information communication from the extreme edge of the system to the AWS Cloud. Lastly the workshop will point attendees to relevant Xilinx reference platforms and the relevant public Xilinx on AWS IoT GitHub sites with instructions, SD card images, and AWS configuration scripts so that attendees can see the examples in action themselves.