Yes, you can add animations to your video.
Find the animation option with the other styling options on the media. All of these options will appear with a single click on the media.
The text animations are accounted under the styling options for Text, thus the same will appear under Caption editing options(on a single click on the caption).
There are also Scene Transitions available.