rohitg00/ai-engineering-from-scratch

项目解读

Learn it. Build it. Ship it for others. 主题标签包括 agents、ai、ai-agents、ai-engineering、computer-vision、course、deep-learning、from-scratch。 README 重点章节包括：How this works、The shape of the curriculum、The shape of a lesson、Getting started、Prerequisites。

README / GitHub 亮点

• GitHub 描述：Learn it. Build it. Ship it for others.
• 84% of students already use AI tools. Only 18% feel prepared to use them。
• professionally. This curriculum closes that gap.
• 503 lessons. 20 phases. 320 hours. Python, TypeScript, Rust, Julia. Every lesson ships。

适用场景

适合评估 AI 应用、智能体工作流、模型工具链、RAG/提示词工程或 AI 辅助开发场景。

采用前核查

采用前仍需核查许可证、维护节奏、issue 质量、release 记录和生产适配成本。

README 摘要

84% of students already use AI tools. Only 18% feel prepared to use them professionally. This curriculum closes that gap. 503 lessons. 20 phases. 320 hours. Python, TypeScript, Rust, Julia. Every lesson ships a reusable artifact: a prompt, a skill, an agent, an MCP server. Free, open source, MIT. You don't just learn AI. You build it. End-to-end. By hand. 150,639 readers · 241,669 page views in the last 30 days · as of 2026-06-07