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Build a Spotify Recommendation System with AI & Python

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About this event

What to expect

Build a real Spotify-style music recommendation engine from scratch in this hands-on 90-minute online workshop. Hosted by Le Wagon Montréal, this practical session will guide you through the fundamentals of AI-powered recommendation systems using Python and machine learning algorithms — no prior coding experience required.

What You'll Build

In just 90 minutes, you'll create a working music recommendation algorithm using K-Means clustering to analyze and group tracks from a real Spotify dataset. Working in a Jupyter Notebook (no setup required), you'll write your first lines of Python code and watch as your algorithm generates personalized playlists based on musical patterns and similarities. This isn't a theoretical lecture — it's a live coding session where you'll build the same type of technology powering Spotify's "Discover Weekly" feature.

Workshop Format & Learning Outcomes

Le Wagon's experienced instructors will guide you through each step of the development process, explaining how clustering algorithms identify similar tracks and create recommendations. You'll gain hands-on experience with real data science workflows and understand the fundamental concepts behind the AI systems you use daily. The workshop uses a practice-based pedagogy that makes complex concepts accessible to complete beginners while remaining engaging for those with some programming background.

Who Should Attend

This workshop welcomes everyone — from complete coding beginners to those with Python experience looking to explore machine learning applications. Whether you're a music enthusiast curious about recommendation algorithms, a professional considering a career transition into tech, or someone interested in understanding how AI shapes your digital experiences, you'll find value in this practical introduction to data science and machine learning.

Post-Workshop Resources

All attendees receive lifetime access to Le Wagon's e-learning platform, including the workshop recap, code examples, and additional exercises to continue your learning journey. This gives you the opportunity to revisit concepts, practice independently, and build on what you've learned. Le Wagon has trained over 31,000 professionals worldwide since 2013 across their 27 campuses and online programs, creating a global community of tech practitioners.

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