Go to your My Account page (click the “My Account” link at the very top of the page).
Once there, go to your Videos tab. There you will see all the videos that you have uploaded and each one will have a little gear icon to the right of the video. Click the gear and choose to delete the video.
I hope that helps! Let me know if you have anymore questions.