ai-engineering-from-scratch

rohitg00/ai-engineering-from-scratch

Comprehensive open-source AI engineering curriculum and hands-on labs

PersonalAI & LLM toolingMCP serversDeveloper toolsWebCLIPermissive
aiengineeringfromscratch.com
Preview of ai-engineering-from-scratch
Preview of ai-engineering-from-scratch at aiengineeringfromscratch.com

About

A 20-phase hands-on AI engineering curriculum covering math foundations, deep learning, LLMs, and agent systems. Learners implement algorithms, models, and protocols from scratch across Python, TypeScript, Rust, and Julia. Lessons include runnable code labs, quizzes, and integrated AI tutor skills for interactive learning.

From the repository: “Learn it. Build it. Ship it for others.”

Why it's in the catalog

This is a learning roadmap, not a tooling, will add a new category and reassign

arcadedbMulti-model DBMS supporting graph, document, vector, and SQLWebDocker / self-host73
RepomixPack a repository into one AI-friendly fileCLI83

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