To bulk delete videos, navigate to Content in the Admin Area, then go to Videos.
Click on the checkbox at the top of your Videos listing.
This will select all checkboxes on that page (if you have more pages, just repeat this process for each page).
Select the Delete option.
You'll be prompted with a confirmation that you truly want to delete all the videos selected, so click Delete Selected Videos, and that's it!