No, Turkmen are not Turkish, but they are historically related..
The Turkmen are a Turkic people located primarily in the Central Asian states of Turkmenistan, Afghanistan, northern Iraq and in northeastern Iran. They speak the Turkmen language, which is different from Turkish but in the same language group.