The 3D part is the basic building block of any large scale design. Features are the individual shapes that, when combined, make up the part.
You can also add some types of features to assemblies.
Part documents can contain multiple solid bodies that you can manipulate the same way as single solid bodies. For example, you can add and modify features, and change the names and colors of each solid body.