Here’s an interesting write up on how to integrate machine learning models into Azure Stream Analytics.

You can implement machine learning models as a user-defined function (UDF) in your Azure Stream Analytics jobs to do real-time scoring and predictions on your streaming input data. Azure Machine Learning allows you to use any popular open-source tool, such as Tensorflow, scikit-learn, or PyTorch, to prep, train, and deploy models.

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