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Most teams that move to Databricks get the hard part right. They migrate the processing engine, rebuild the transformation logic, and stand up Unity Catalog. Then they leave Azure Data Factory running in the background: connected to everything, owned by nobody, and quietly accumulating cost and complexity. In this entry, that’s the gap we address.
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ML & AI
Recursive CTE: The beauty of SQL Self-Referencing Queries
Recursive CTEs in SQL: queries that can reference themselves to solve complex problems iteratively. From generating sequences to traversing network graphs and hierarchical data, learn how to eliminate manual looping with SQL solutions.
AI_PARSE_DOCUMENT() Get PDF Invoices Into The Database
Learn how to automate invoice processing with Databricks' AI_PARSE_DOCUMENT() function. Step-by-step guide to convert PDF invoices into structured database records using SQL and Agent Bricks. Includes cost analysis and real examples.
End The Data Engineering Nightmare with Metrics.
Learn how Databricks metrics views simplify SQL analytics by centralizing business rules and eliminating repetitive code. Complete tutorial with examples.