A static website uses plain HTML/CSS. It doesn't change depending on what the user does or what the URL contains.

A dynamic site uses a server side language like PHP or ASP.NET, where the code is processed by the server before it is displayed. An example of a dynamic site could be sites that use a content management system, where content is stored in a database and then is displayed to the user depending on what the URL contains.