You can also add a video on the Home Page at the Sidebar Feature Widget Area. Follow these steps to add a video.
Go to the Dashboard -> Appearance -> Widgets
Drag the ‘Text’ widget from the left and drop it over the ‘Home Page Sidebar Feature Widget Area’ on the right side.
Give a Title that’ll display above the video and paste the <iframe> code of a video in the text field as shown below.
Click on Save