Nevertheless, the Predators didn't manage to light the lamp behind Carey Price in the first period and things remained scoreless.
Come the second, the Canadiens turned the tables on Peter Laviolette's contingent, peppering starter Pekka Rinne with 21 shots while allowing just 11.
But, Rinne wasn't in a giving mood and the Habs couldn't find a way to solve him.
"We were a little bit sloppy. When you look at the way we played, especially in the first period, we looked like a team that hadn't played in four or five days," explained Julien. "We were better in the second period, but we had to score with the chances we had. That hurt us."
Ryan Hartman was the lone player to tickle the twine after 40 minutes, giving the Predators a one goal advantage.
While Tomas Tatar managed to tie things up with his 18th goal of the season early in the third period, Bryan Boyle and Viktor Arvidsson scored the next couple of goals to put Nashville ahead for good.