Right, so thanks to everyone for their suggestions.
I figured out a way to shutdown/restart my computer.
It turns out one of the processes were not being closed when I shut down my computer. I was able to solve this by manually ending these processes through task manager.
Can someone explain what Ubuntu is and why I should use it? Will it delete my data(songs, movies etc..)? Do you think that Ubuntu is compatible with Hp? Thanks.