Educational Resources & Courses

Comprehensive curriculum covering machine learning, deep learning, NLP, computer vision, and agents by implementing them from scratch. MIT licensed.

Reproducible Ubuntu, Ollama, llama.cpp, Vulkan/RADV, and ROCm setup and benchmark evidence for Ryzen AI MAX+ 395 local-AI systems. MIT licensed.

Open-source textbook and code repository covering AI agent design principles, architectures, and engineering practice. Apache 2.0 licensed.

Comprehensive learning path and template guide for Claude Code, covering setup, hooks, custom skills, and MCP server integrations. MIT licensed.

An open, unconventional textbook covering mathematics, computer science, and artificial intelligence from the ground up. Apache 2.0 licensed.

Go-to subreddit for local/open-source LLM topics.