About - AI Engineering from Scratch
aiengineeringfromscratch.com · 308 words · saved by 1 readers
Why this curriculum exists, who builds it, and how the site is made. Free, open source, MIT.
About About this project AI Engineering from Scratch is a free, open-source curriculum that builds every core AI algorithm by hand. The curriculum spans every published lesson across 20 phases, from linear algebra to autonomous agents, in Python, TypeScript, Rust, and Julia. Why it exists Most AI material teaches in scattered pieces. A paper here, a fine-tuning post there, a framework demo somewhere else. You can ship a chatbot without being able to explain its loss curve, or wire a tool to an agent without knowing what attention does inside the model calling it. This curriculum is the…
saved by
related reading
- AI Engineering from Scratchaiengineeringfromscratch.com
- GitHub - rasbt/LLMs-from-scratch: Implement a ChatGPT-like LLM in PyTorch from scratch, step by stepgithub.com
- Learning Tracks — Technicallytechnically.dev
- Practical Deep Learning for Coders - Practical Deep Learningcourse.fast.ai
- Marin is charting the way to the open frontier of artificial intelligencemarin.community
- Stanford CS336 | Language Modeling from Scratchcs336.stanford.edu
- ARENA - AI Safety Curriculumlearn.arena.education
- Neural Networks: Zero To Herokarpathy.ai
- Become a Real AI Heroaihero.dev
- GenAI Handbookgenai-handbook.github.io
- Let's build GPT: from scratch, in code, spelled out.youtube.com
- The Future of Open Education at MIT/Harvardblog.aayushg.com