AI Tools / AI products & services
AI Engineering from Scratch is a free, open-source curriculum maintained by Rohit Ghumare and the community. It presents 511 lessons across 20 phases, covering AI engineering from mathematical and machine-learning foundations through LLMs, multimodal systems, MCP, agent engineering, production, safety, and capstone projects, with implementations in Python, TypeScript, Rust, and Julia. Lessons produce reusable artifacts such as prompts, skills, agents, and MCP servers.