Learning AI
How LLMs actually work, from first principles
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Fundamentals
- 3Blue1Brown: Neural networks
- Karpathy: Intro to Large Language Models
- Transformer Explainer Visualizer
- Karpathy: Neural Networks, Zero to Hero
- fast.ai: Practical Deep Learning for Coders
- The 2025 AI Engineering Reading List - if you want to dive deeper.
Working with models
- Anthropic Academy - Anthropic certification is available through their courses.
- Hugging Face Learn - open-source side
- Microsoft AI learning hub
- NVIDIA Deep Learning Institute - hands-on courses, some free
Keeping up
- Simon Willison’s weblog - tech oriented
- Theo (t3.gg) - opinionated DX
- Nate B Jones - business / strategy
- Latent Space
- Hacker News
Still stuck? Work with me or get in touch.