I can't Submit. Last Evercise from 1st week 5th Course

Have you tried “Kernel → Restart and Clear Output” first? That is the suggestion from the relevant topic on the FAQ Thread, q.v. That cures the fact that the memory footprint of your notebook can get very large after you run the training for a while.