An Azure Databricks cluster provides a unified platform with a set of computation resources and configurations for Data Engineering, Data Science, data analytics workloads, and various use cases such as production ETL pipelines, streaming analytics, ad-hoc analytics, data exploration, and Machine Learning.
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Also, watch this video on Azure Databricks: