Lab 3 starts fine, but then stops responding 20 minutes in

I was working on the lab, and around the cell where the training set is prepared, the cells stop executing and refreshing the lab hangs indefinitely.

What I can suggest is to close the page and try again in a couple of hours, if the problems still persits drop a message again here.