Can REST APIs and Ajax be used together or are they separate?

I understand the concepts from this reading, but I don't really understand the reason for why REST API is called that (Representational State Transfer). Can you explain it?

Can we go over the catAPI example again? Whenever I tried to look at the cat API links from the reading it would just take me to the Yahoo home page.