Build a SpotifyLike Music Recommender System in Python

YOUR LINK HERE:

http://youtube.com/watch?v=gaZKjAKfe0s

Learn how to build a music recommender system that suggests music artists using collaborative filtering and Alternating Least Squares. In the process, you’ll get a foundation about music recommenders, how Spotify recommends music, and how to use a production-ready collaborative filtering Python library called ‘implicit’. • ====================================== • Get the code: • https://github.com/musikalkemist/musi... • Last.fm Music Artist Recommendation Dataset: • https://grouplens.org/datasets/hetrec... • ====================================== • The Sound of AI Academy: • https://the-sound-of-ai-academy.teach... • The Sound of AI Recruitment: • https://thesoundofai.com/ • Advanced Python Programming: • https://the-sound-of-ai-academy.teach... • Join The Sound Of AI Slack community: • https://valeriovelardo.com/the-sound-... • Interested in hiring me as a consultant/freelancer? • https://valeriovelardo.com/ • Connect with Valerio on Linkedin: • / valeriovelardo • Follow Valerio on Facebook: • / thesoundofai • Follow Valerio on Twitter: • / musikalkemist • ====================================== • Content • 0:00 Intro • 0:28 Types of music recommendation • 2:17 Spotify recommendation architecture • 3:41 What are we building? • 4:18 User-item matrix • 6:41 Alternating least squares • 13:50 Last.fm dataset • 16:46 Package overview • 17:28 Data loader routine • 20:30 Artist retriever • 23:12 Implicit - a collaborative filtering library • 23:47 Recommender implementation • 27:55 Running artist recommendations • 30:35 Join The Sound of AI Slack Community!

#############################

New on site