Hack Club YSWS Program

WorldOfML v2.0

Build real machine learning projects, ship local inference, and unlock a physical device kit once you meet curriculum, hours, metric, and rubric milestones.

Enter curriculum View dashboard

Program Highlights

8 guided curriculum lessons with quizzes, checkpoints, and demos
3 project tracks: image, text sentiment, and audio event detection
On-device deployment path for Raspberry Pi Zero 2 W and ESP32-S3
Eligibility-based redemption workflow for physical hardware kits

Phase 1

Guided ML Curriculum

Learn problem discovery, data cleaning, feature engineering, model design, metrics, and deployment basics through structured lessons and project checkpoints.

Start lessons

Phase 2

Run Your Model on Device

Train your custom model, optimize with quantization/pruning, export to ONNX/TFLite, and prove local inference on low-cost hardware.

Open device path