Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Build a Spotify-Like Music Recommender System in Python

Valerio Velardo - The Sound of AI via YouTube

Start learning Write review
CodeSignal Ad

2,000+ Free Courses with Certificates: Coding, AI, SQL, and More

Learn More → Coursera Ad

AI, Data Science & Cloud Certificates from Google, IBM & Meta

Learn More →

Overview

Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates
This course demonstrates how to build a music artist recommender using collaborative filtering and Alternating Least Squares. It covers Spotify recommendation architecture, the Last.fm dataset, data loading, artist retrieval, and implementation with Python's implicit library.

Syllabus

Intro
Types of music recommendation
Spotify recommendation architecture
What are we building?
User-item matrix
Alternating least squares
Last.fm dataset
Package overview
Data loader routine
Artist retriever
Implicit - a collaborative filtering library
Recommender implementation
Running artist recommendations
Join The Sound of AI Slack Community!

Taught by

Valerio Velardo - The Sound of AI

Reviews

Start your review of Build a Spotify-Like Music Recommender System in Python

Start learning

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.