Acquire messy data from files, APIs, and warehouses; clean, join, reshape, and validate it into analysis-ready tidy tables; and write correct, performant SQL — from single-table filters to multi-table joins, aggregations, window functions, and CTEs — against a real relational warehouse. Leaves you able to pass a big-tech SQL screen and stand up a reproducible ingestion-to-tidy-table pipeline.
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