If you want to finish an activity that you have already started, it is indeed possible.
In this case, simply open the video you wish to resume. Once you have resumed in the same mode (Original Speed or Variable Speed), just select the thumbnail that indicates your progress, and the video will continue from where you left off last time.
Note: If you press the yellow 'NEW TRAINING' button, a new session will start with this video.