RNN may refer to:
- Random neural network
- Recurrent neural network
- WRNN-TV
- The Real News Network
- Royal Netherlands Navy
- IATA code for Bornholm Airport, Denmark
- Randy News Network, a CNN parody professional wrestling segment starring Randy Orton
- Rassd News Network (RNN)