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ADF, Databricks are must.
Azure SQL, CosmosDB depending upon what kind of data you deal with.
Storage solutions - ADLS, blob storage ( when to use which one).
Cross connection - mounting ADLS on Databricks, using notebook activity in ADF for laying out pipelines. And so on..