What is a data center? Web Hosting?

Is it a collection of servers to run a website. Is it possible to host a website without buying a space from Hosting services but by owning a server? Where do the hosting company buy space tat are usually sold to clients? what is the difference between hosting a website in re seller space and a dedicated server? If it is possible to host a website with a server, what are those type of servers called?