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Azure data integration: Choosing between SSIS, Azure Data Factory, and Azure Databricks

You are a data engineer, tasked with integrating data for advanced analytics and reporting purposes. Do you use: a) SQL Server Integrations Services (SSIS)? b) Azure Data Factory (ADF)? c) Azure Databricks? d) All of the above? Spoiler alert! The answer is "It Depends" :) In this session, we first go through some common data integration scenarios for on-premises, cloud, and hybrid solutions. Then, we compare the main capabilities and features of SSIS, Azure Data Factory and Azure Databricks. Finally, we look at how these technologies all fit into the modern data warehouse architecture.