Yes, provided that the performance is "in the course of face-to-face teaching activities of a nonprofit educational institution, in a classroom or similar place devoted to instruction."
However, if the copy of the video was unlawfully made (or the responsible party had reason to know it was unlawfully made), then the showing would be an infringement. [17 USC 110(1)]
