Remove a label from all posts

I initially had tagged most of my posts here as Technical. But decided to remove it later on, as this is the "Tech" Thirst Day blog-site. I didnt want to remove the label individually from each post. So, here's a way to do that more easily.
http://www.youtube.com/watch?feature=player_embedded&v=wVvd-Y-_mD8