Tech Talk: The machine learning behind your Spotify Discover Weekly playlist

Channel:
United States Fullstack Academy
Subscribers:
58,000
Published on ● Video Link: https://www.youtube.com/watch?v=PUtYNjInopA


Duration: 10:07
4,355 views
117

In this video, Sophia Ciocca discusses the machine learning algorithms behind Spotify’s extraordinarily popular Discover Weekly playlist. Sophia provides a brief introduction to what the playlist is, explains how music recommendation engines have evolved over time, then breaks down the three main algorithm types powering Spotify’s recommendations: (1) collaborative filtering, (2) Natural Language Processing (NLP), and (3) Raw audio analysis.

----
Fullstack Academy was recently ranked the #1 coding bootcamp in the U.S. Learn more at https://www.fullstackacademy.com



Other Videos By Fullstack Academy


2017-06-26Stackathon Presentation: OkCollab
2017-06-26Stackathon Presentation: Say What?
2017-06-26Stackathon Presentation: TempTracker
2017-06-26Stackathon Presentation: Burrito Compass
2017-06-26Stackathon Presentation: Charter
2017-06-26Stackathon Presentation: Agroup.io
2017-06-26Stackathon Presentation: StarChild
2017-06-26Continuous Integration Tutorial - An Introduction to Continuous Integration
2017-06-26Progressive Web App Tutorial - How to Build Progressive Web Applications
2017-06-26WebSocket Tutorial - When to use WebSockets
2017-06-26Tech Talk: The machine learning behind your Spotify Discover Weekly playlist
2017-06-26Brief Overview of React Fiber - A Tutorial on its Features and Advantages
2017-06-26Tech Talk: What to do if Justin Bieber starts using your app
2017-06-26Introduction to Memory Management - How Does Memory Management Work in JavaScript and C++
2017-06-26Tech Talk: Introduction to Tabulation in Dynamic Programming: Subset Sum Problem
2017-06-26Phaser Tutorial - How to use Phaser.io with State Management and ES6
2017-06-26Examples of Functional Testing - A Tutorial on Functional Testing and its Tools
2017-06-22Tech Talk: Apple CarPlay in the Context of React JS
2017-06-22Stackathon Presentation: Pitch Anything
2017-06-22Stackathon Presentation: Archillension
2017-06-22Stackathon Presentation: "Alexa, parking"