"Neerds" is a common misspelling of "nerds". To correct this, focus on the double "e" and replace it with a single "e". Additionally, check for other common mistakes like transposing letters or omitting the "r". Remember, proper spelling pays homage to the intelligent and passionate individuals we call "nerds".