I also like to use NOT EXISTS. When it comes to performance if index correctly it should perform the same as a LEFT JOIN or better. Plus its easier to read.
SELECT Column1
FROM TableA a
WHERE NOT EXISTS ( SELECT Column1
FROM Tableb b
WHERE a.Column1 = b.Column1
)