Is there a single-player mode in Dota 2?

I recently started playing Dota 2 and would like to understand if there is a single-player mode in this game. I’m having trouble figuring out the settings and interface, and I’m not sure if I can practice in the game without other players. I need help to understand how I can practice in Dota 2 if I want to play alone.