Removing video from home page

How do you have a video display ONLY on your home page and ONLY in the right sidebar? I’ve got one there that I want to remove, but I’d also like to know how to do this in the future. Running latest Twenty-Eleven theme. Website is: https://www.marinpiratesmasters.com.