Do I need a visa for either Hong Kong or Beijing?

Hello,

I am a Colombian citizen with a US Green Card.

In November, I will be going to Hong Kong for five days. I will then travel to Australia for 8 days. On the way back to the United States, I have a 10 hour layover in Beijing.

Also, would I be able to leave the airport in Beijing to tour?

Thanks