ai-engineering-from-scratch

Learn it. Build it. Ship it for others.

★ 62,524 stars, verified 2026-10-02Category: AI Agents & LLM PlatformsGitHub repository ↗

Learn it. Build it. Ship it for others.

Frameworks and platforms for building autonomous AI agents and LLM apps.

Key features

523 节课、20 个阶段完整课程体系
每节课亲手推导数学并写代码实现
Python、TS、Rust、Julia 四语言
配套 AI 助教 skill 接入 agent
含 MCP 与 Agent Skills 专项学习路径
每节课产出可复用 artifact 并留证据

Good for

系统学习 AI 工程
掌握 LLM 应用开发
学习智能体开发
备考 Claude/MCP 认证

Stack & tags

PythonTypeScriptRustJuliaMCPAgent SkillsPyTorchagentsaiai-agentsai-engineeringcomputer-visioncoursedeep-learningfrom-scratch

Quick start

git clone https://github.com/rohitg00/ai-engineering-from-scratch.git
cd ai-engineering-from-scratch
npx skills add rohitg00/ai-engineering-from-scratch

From the project README on GitHub.

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