523-lesson, 20-phase open-source curriculum takes you from AI basics to production engineering
ghumare64 · x · 2026-09-26
X user Sumanth077 open-sourced "AI Engineering From Scratch": 523 lessons across 20 phases, 100% free. It spans math/ML fundamentals, deep learning, CV/NLP/speech, RL, Transformers and LLMs, multimodal AI, MCP and agent engineering, multi-agent systems, and production AI infrastructure. Each lesson follows a Problem → Concept → Build It → Use It → Ship It structure. The author also released 50+ hands-on tutorials (agents, RAG, MCP, OCR, voice) with 1k+ GitHub stars.
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