[D] Machine Learning at Spotify (with Gustav Soderstrom)
Gustav Soderstrom is the Chief Research & Development Officer at Spotify, leading Product, Design, Data, Technology & Engineering teams. Video: https://www.youtube.com/watch?v=v-9Mpe7NhkM Audio: https://lexfridman.com/gustav-soderstrom https://i.redd.it/a1xdy4ar59d31.png Outline: 0:00 – Introduction 1:06 – Favorite song & True Romance 3:04 – Purpose of music in society 7:02 – History of music 16:28 – Piracy and the internet, competing with free 20:54 – Innovation in music streaming user experience 23:36 – Video content, YouTube, and the focus on audio 25:56 – Growing a user base 28:14 – Letting go of music hoarding 31:18 – Playlists and machine learning 38:19 – Song data analysis 41:05 – Tools for empowering the music creation process 53:14 – Albums and podcasting 1:00:13 – Recommender systems & machine learning 1:19:28 – Smart speakers 1:26:54 – Music labels 1:36:10 – Future of music streaming 1:41:17 – Future of mobile devices 1:44:25 – Her submitted by /u/UltraMarathonMan |