Machine Learning & Big Data for Music Discovery presented by Spotify

"Machine learning is to big data as human learning is to life experience,” says Christopher Nguyen, the co-founder, and CEO of big data intelligence company Adatao. Sure, but then, what IS big data? (especially as it’s become a buzzword that captures so many things).

Spotify’s personalization platform involves multiple teams in New York, Boston & Stockholm producing datasets, feature engineering and serving up products to users. Features like Discover Weekly and Release Radar are but the tip of a huge personalization iceberg.

This exciting discussion is being led by Spotify. Spotify is the world’s largest on-demand music streaming company, with over 100 million active users who generate around 2TB of interaction data every day. With over 30 million songs to choose from, discovery and personalization play an essential role in helping users discover the best music for them. In this talk, we’ll explain how Spotify uses Latent Space Models and Deep Learning to power features such as Discover Weekly and Release Radar.

Видео Machine Learning & Big Data for Music Discovery presented by Spotify канала Cognitive Builder