AI + UX Crash Course

Free 12-Week AI + UX Professional Crash Course

Daily tasks. Clear “Must-Know” markers. Local progress saving. No login needed.

12 Weeks Daily Tasks Must-Know Focus Mobile Friendly No Login
Start Week 1 → How it works

What you’ll learn

  • CS & algorithms (Big-O, graphs)
  • Math for ML (linear algebra, probability, calculus)
  • Classical ML → modern DL (PyTorch, CNNs, Transformers)
  • ML systems (perf, packaging, APIs)
  • AI-UX (HCAI, explainability, Streamlit UX)
  • Capstone: ship an AI-UX portfolio project

How it works

  1. Open the Course and enter a short name (e.g., “gp”).
  2. Check off tasks daily. Your progress stays on your device (localStorage).
  3. Toggle “Must-Know” to focus on core topics when time is tight.
  4. Export/Import your progress anytime.

All materials are free (YouTube, docs, open books). No accounts. No paywalls.

Go to Course