Foundations: Music Data and Session Tracking | CodeSignal Learn

Software Engineering

Foundations: Music Data and Session Tracking

Get started by building the backbone of your smart music player! You'll set up a Flask backend, load your music library from a JSON file using Pandas, and create API endpoints to access track data. Then, you'll implement a system to log what users listen to, paving the way for personalized recommendations.

Flask

Pandas

Python

4 lessons

16 practices

Less than 3 hours

Course details

Backend Setup and Track Loading

Implementing data caching with Pandas

Implement Track Loader with Caching

Expose All Available Genres via API

Build Tracks & Genres API from Scratch

Next Course: Embedding-Based Recommendation with Similarity Scoring

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