There's a download button available underneath each video when that video is able to be downloaded. You can then access the video if needed when you don't have an internet connection.
This will save the file under your download folder.
**Note: It's best to review the videos ahead of time with an internet connection when possible so the videos don't take up too much storage space on your device.