Fixed it! So I ended up uploading a different video size. The iPad does have limitations within some formats. For example, H.264 videos are limited to 1080 pixels and 30 frames per second. MPEG-4 videos are limited to 2.5 Mbps and 640 by 380 pixel resolution at 30 frames per second. Videos exceeding these limits may not play correctly on an iPad, or may not play at all. I had a H.264 video at 720 and it wouldn't play. So I used media encoder and actually made it bigger to 1080 and it worked!