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In Synapse, we can have the built-in serverless option or we can build our own dedicated pools.

If we want to be more predictive using machine learning, we can use Spark Notebooks.

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Azure Stream Analytics

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  • Used to analyze large volumes of streaming data from multiple sources.

  • Helps to extract insight out of data streams by using :

    • Static or slow-changing reference data (Blob Storage or SQL DB)

    • Azure ML for complex querying and real-time data scoring

  • Responds to queries by trigerring communications/workflows or by sending data to dashboards or storage.