Centralized vs Decentralized Networks

The words ‘centralized’ and ‘decentralized’ are thrown around a lot in the cryptocurrency world. That’s because blockchain technology is generally decentralized — blockchains were created as a viable alternative to centralized networks. But what do ‘centralized’ and ‘decentralized’ mean, exactly?