Unity 3D is a game engine that allows users to create 3D games. The main components of a Unity project include scenes stored in the project view, game objects organized in the hierarchy, and views like the scene view to build levels and the game view to test games. Key concepts include parenting game objects to link their transformations and using the transform tools to move, rotate, and scale objects in the scene view.