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Possible CAP environments include an Azure storage account, a Microsoft Data Science VM, an HDInsight (Hadoop) cluster, and a machine learning workspace with Azure Machine Learning Studio.
Microsoft and Databricks have actually worked on this integration since 2016, and this is making Databricks a first-party service on Azure.