Tip: Hold 'R' on a selected shape to rotate.
Ctrl + Z : Undo
Ctrl + Y : Redo
The eraser can be selected / deselected with each of the brush / shape tools to define whether a stroke is drawn or erased.
For drawing text boxes or inserting images, first click and drag to define the area where it has to be inserted.