I had the same issue when accessing the ebook through the google drive pdf view. I made sure to download the file and extract it on my phone, and then chose to open with the office pdf viewer app. When using from there, you can click the links for certain exercise videos and it’ll jump to your selection – HOWEVER, when you press back, it returns to exactly where you left off (not back to the beginning, like the default app did)