How Can I Create QR Codes?

Bill wants to know if there's an app to generate QR Codes. Google has one, but they're discontinuing. Leo says that there are plenty, including bit.ly and ow.ly. Those are really link-shorteners more than QR code generators, but they're both quite good at what they do.