Best for you

I'm a developer

You can already code. Skip the AI-literacy courses and go straight to building models.

Where should you start?

fast.aiNo certificate

Practical Deep Learning for Coders

Practical Deep Learning for Coders has 9 lessons of about 90 minutes, costs nothing and has no certificate. You deploy your own model by the end of lesson 2.

Difficulty: 4 of 5
comfortable coderdeep learningcomputer visionnlp

What comes next?

Hugging FaceNo certificate

Hugging Face LLM Course

Hugging Face LLM Course has 12 chapters of 6 to 8 hours each, costs nothing and has no certificate. You learn LLMs with the Transformers library.

Difficulty: 3 of 5
comfortable coderllmsnlpdeep learning
Andrej KarpathyNo certificate

Neural Networks: Zero to Hero

Neural Networks: Zero to Hero is 8 free YouTube videos, about 14.5 hours, where Andrej Karpathy builds a GPT from scratch in code. No certificate.

Difficulty: 4 of 5
comfortable coderdeep learningllms

What should you skip for now?

  • Elements of AI

    Too gentle for you: it explains variables and algorithms you already use daily.

Want the full route?

Questions people ask

Do I need to learn the maths first?

No. fast.ai deliberately teaches the practice first and the maths after.

Want a step-by-step plan?

Learning paths line up the right courses in order, with a project after each one.