Turning a computer off or putting it to sleep may be a matter of personal preference or habit. It's faster to close a laptop's lid or have a desktop enter sleep than shutting down either type of PC.
If you want your PC ready to go as soon as you come back to use it, you probably put it to sleep rather than shutting it down. Sometimes, though, putting your computer to sleep doesn't work like you ...