Data Centre is a giant complex of computer servers that host the internet. Think of your computer, it's small because there is a small amount of information stored.
But what about websites like Facebook? Amazon? Google?
These have a massive amount of data. The computers for these websites are many, and they are stored in what is known as Data Centers.
Here is a great video showing Google Data Center:
Here is a great video showing the Facebook Data Center: