Event Hubs / Stream Analytics / AzureML / PowerBI End-to-End demo – Part II (Real-time Prediction)

By Alexander Turetsky, Solution Architect In the previous post about a real-time prediction demo I’ve talked about data ingestion and preparation process, technologies used and implementation tips. Now I’m going to describe the “heart” of the demo – the prediction process. I have used the Predictive Maintenance template published by AzureML team. The template describes… Read more

Event Hubs / Stream Analytics / AzureML / PowerBI End-to-End demo – Part I (Data Ingestion and Preparation)

By Alexander Turetsky, Solution Architect For one of the engagements I was working on I’ve created a demo that connects various Azure services into a complete picture showing all parts of an IoT Predictive Maintenance scenario from data ingestion to data insights visualization. The AzureML team has published a Predictive Maintenance template showing techniques used… Read more