How to delete an autocomplete suggestion from Chrome address bar?

Start typing a website’s name or a URL in Chrome browser’s address bar, and the autocomplete will start displaying suggestions based on the sites you visited recently.

When it highlights the URL you want to delete, just press: SHIFT + DELETE

Mac users, press: Fn + Shift + Delete

Autocomplete could even pose a privacy risk as it can reveal the sites you have visited especially when there are other users on the same PC.