Do I need to download jQuery?

I know HTML, CSS, and JavaScript, but I want to learn jQuery. It says it is compatible with all browsers, so without downloading jQuery, can I write jQuery code in my text editor, then run the code properly in my browser. If I have to download jQuery to create jQuery code, then do other people have to download jQuery for the code to run properly on their computer?