databricks_data_utils

1. Auto Loader
2. Lakehouse(Lake House (Datawarehouse+ Lake +Delta)
3. Medallion Architecture (silver---> Broonze ---> gold)
4. Delta Live Tables
5. Databricks SQLWarehouse
6. Workflows
7. Unit catalog

Auto Loader

Medallion Arch

Delta Live Tables

Workflows

Ref

1. https://matthewsalminen.medium.com/ingest-data-with-databricks-autoloader-7360c16b8608
2. https://matthewsalminen.medium.com/databricks-autoloader-and-medallion-architecture-pt-2-71fa7003480b
3. https://matthewsalminen.medium.com/the-power-duo-databricks-auto-loader-and-delta-live-tables-e6b6bc0d2982
4. https://matthewsalminen.medium.com/optimize-your-delta-tables-etls-with-change-data-feed-cdf-in-databricks-0ded9b01cf22

Professional

1. https://medium.com/@sjrusso/passing-the-databricks-professional-data-engineer-exam-115cccc90aba