This presentation was recorded prior to re:Invent. In this talk, learn how you can integrate edge computing and machine learning with industrial IoT solutions by combining AWS Cloud services with AWS IoT Greengrass. Then, discover how machine learning can provide important functions in mixed criticality systems through practical machine learning examples at the edge with AWS IoT Greengrass on Zynq Ultrascale+ and Amazon FreeRTOS on Xilinx Zynq-7000. Learn how this is applied across object classification, model-based calibration, and model-predictive control inferencing.