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The video tutorial discusses how inner join, left join, right join, full join, and cross join can return the same row count when joining two tables. With TableA having two rows and TableB having three rows, joining them using ColumnA and ColumnB results in six rows. The question posed is how all types of joins can produce the same row count. The tutorial then demonstrates this concept through a create script execution.