Hello @kjpfanku ...
Assuming that you've embedded a YouTube video onto a Canvas course page, you should just be able to place your cursor at the bottom right corner of the video and then hit the "Backspace" key on your keyboard to remove it.
Please let Community members know if this has worked for you, or if you are still looking for some assistance. Thanks!