Spotify Machine Learning

A cool way to create your own Playlists on Spotify Clustering tracks with K-means Algorithm
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A cool way to create your own Playlists on Spotify Clustering tracks with K-means Algorithm
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Musical Chat is a platform where users are able to connect and Chat with people who have similar taste in music as them. The user needs to login with their Spotify account, which allows the platform to have access to the songs and genres they listen to. I created an algorithm which takes into account the favorite genres from users and match people based on it. Since there are several different genres, the algorithm takes into account how similar the genres are based on string similarity. When matched, they are able to chat in real time with each other using Web Sockets.
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Jupyter Notebook
Machine Learning
Algorithms
Keras
Spotify
Playlist