To choose caption animation go to the "caption transition" in the Edit Slide modal. There are 30+ animation presets.
To choose slide animation go to the "Image Settings" tab in the Edit Slide modal. There are 40+ animation presets.
If you want to preview animation before applying it to the slideshow, click on the "play animation" button.