Ambiguous Column Names
If two tables have columns with the same name, you need to qualify the column names using table aliases (e.g., table1.column_name, table2.column_name).
Cartesian Product with CROSS JOIN
Be cautious when using CROSS JOIN, as it can produce a very large number of rows if both tables contain many rows.
Incorrect Join Type
Ensure that the correct join type is used based on your data retrieval needs. Using INNER JOIN when you need all records from both tables might result in missing data.