Machine Learning:

How Does Spotify Recommend Songs

Spotify leverages machine learning for song recommendations

Collaborative filtering analyzes using behavior to suggest similar songs

Natural Language Processing (NLP) Interepts song lyrics and metadata.

Audio analysis techniques detect musical patterns and genres

Personalized playlists are created on user preferences and history

Deep learning models improve recommendation accuracy over time

User feedback and ratings refine the machine learning algorithms

Spotify's machine learning algorithms, collaborative filtering, NLP, audio analysis, and user feedback combine to deliver personalize song recommendations and curated playlists