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.

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