Real-time Prediction using Azure Machine Learning with Stream Analytics and Power BI

Azure Stream Analytics (ASA) and Power BI integration provide us to analyze high volume streaming data in a real-time. We know already how we can integrate an Azure Stream Analytics job output to a Power BI dataset. Now lets make this more interesting, how about doing a Real-time prediction for your streaming data and display the result in a Power BI Dashboard. This is a typical scenario when your business model need to apply Artificial Intelligence in your data and perform real time data analytics using machine learning algorithms. The overall data integration show below: Following are the steps to be followed to configure AML web service with Azure Stream analytics: (Note: Assuming that you are already aware of how to configure ASA with Power BI, and you have already deployed your…


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