Hi, I was just wondering, if I were to change scenes in a script (no commercial breaks or anything, just from one scene to another), would I still use the words, "fade in"?

Nope, FADE IN is only for the beginning of the show.
CUT TO, CUT BACK TO or DISSOLVE TO are the only ones you need and they come at the end of a scene.