Yes. This is only a viable idea if you are producing a book intended for a tablet, smartphone, or computer screen, where the video can be viewed. To embed your video, use one of the Kindle Creator applications (Kindle Textbook Creator, etc.) or Adobe InDesign as your production platform. If you’re Apple-exclusive, then use Ibooks Author, but you knew that already.