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The video tutorial demonstrates how to remove special characters from data using the find and replace method in regular expressions. By selecting find and replace under edit, users can search for special characters such as *, -, and #, and replace them with nothing. Regular expressions involve creating a set within square brackets to specify which characters to include in the replacement. It's recommended to place the dash as the last character in the set to avoid confusion.