Last.fm is an online music service that learns the musical tastes of its users based on the songs they listen to. It allows users to create a profile to receive personalized music recommendations and connect with other users with similar music interests. The service provides streaming music, radio stations, and social networking features to help users discover new artists and music. However, it can be overwhelming for new users due to its many features and lack of clear instructions.