Villa won 2-1 on the day as they maintained their recent winning momentum.
Bogarde said: “Of course I’m happy with the three points.
“We all go off on international break, and I think it’s good to win the last game before you go away to the international break.
“It’s four wins in a row now so I hope we can keep up when we come back.”
The 21-year-old added: “If you look at our squad, we’ve got a really good squad. Loads of talented players.
“I think if everyone can add something to the game, we can be a really good team, and I think it’s going to be a really good season.
“Donyell (Malen, who scored twice), he’s been amazing. He’s been waiting for his chance and whenever he plays, I think he adds something to the game.
“Today, he starts and he scores two, so really happy.”