Software engineer who ships ideas as videos, code, and ebooks. AI tools, dev infra, and a small problem with mechanical keyboards. NYC.
Free or nearly free. Ordered roughly by where to start if you're getting into AI engineering.
Andrej Karpathy — Neural Networks: Zero to Hero
The foundational course. Free, ~10 hours, you build a GPT from scratch by the end.
fast.ai — Practical Deep Learning for Coders
Top-down, hands-on, deeply pragmatic. Free. Best second course after Karpathy.
Hugging Face — NLP Course
The best free path into transformers if you want to skip most of the math.
Anthropic — Prompt Engineering Interactive Tutorial
Free Jupyter-style course. Best prompting reference I've used — Claude-flavored but transfers.
DeepLearning.AI — Short Courses
Free 1-hour courses on RAG, agents, evals, function calling. Snackable.
LangChain Academy
Free. Slower-paced. Good if you want to ship something using LangGraph soon.
personna