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Venkat explains how different types of joins (inner, left, right, full, cross) can return the same row count when joining two tables (TableA and TableB) using their respective columns. The interview question posed is how this is possible, with all joins yielding six rows. The tutorial then demonstrates this concept with a prepared script for execution.