Decentralized and centralized, to easily understand it, reading a lot of articles would help you.
Cryptocurrencies is the most popular example of decentralization, it just means no one can control it. No body is in the center that control and monitor the circulation that is happening
Centralization just means a body controls it. For example, the fiat circulating a country. The government controls and monitor it.