How is the weather in Beijing around nov?

It's gonna be my first time in Beijing China. We'll soon be there... around last week of November this year. How's the weather in Beijing China around that month? Is it snowing already in Beijing China around that time? What kind of shoes or type of clothing should I bring? Should I bring leg warmers... what skin care products should I bring? Thank you. :)