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Venkat explains how different types of joins (inner, left, right, full, cross) return the same row count when joining two tables (TableA and TableB with 2 and 3 rows respectively) using ColumnA and ColumnB. The question posed is how all join types result in 6 rows. Venkat provides a script to demonstrate this scenario.