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Venkat explains how different SQL join operations such as inner join, left join, right join, full join, and cross join return the same row count. There are two tables, TableA and TableB, each with one column. TableA has two rows and TableB has three rows. The joining columns are ColumnA in TableA and ColumnB in TableB. The challenge is to understand why all join operations result in six rows, as shown in a prepared script for demonstration.