Once editting the page find wher you want the video and edit the block by clicking the +:

Or if there is already a text box there, remove the text box first:

Once you click the "+" you will get a screen like this:

Select video player:

After selecting this you should get an edit pop up:

Add in the link to your video:

Once you've done this, just hit update on the right of the screen:
