harvard-edge/cs249r_book

Summary (KO)

하버드에서 개발한 머신러닝 시스템 엔지니어링 교재로, AI 모델을 실제 시스템에 배포하고 최적화하는 방법을 가르칩니다. TinyTorch 프레임워크 구현과 하드웨어 키트를 통한 실습을 포함합니다.

Summary (EN)

A comprehensive open-source textbook on machine learning systems engineering from Harvard, teaching how to design, build, and deploy AI systems in real-world environments. Includes hands-on components like TinyTorch framework and hardware deployment labs.

Tech Stack

Highlights

• 19k+ GitHub stars
• Interactive online textbook
• TinyTorch framework for building ML from scratch
• Hardware deployment kits
• Comprehensive CI/CD pipeline
• Multi-language support
• Open educational resource

Use Cases

• Machine Learning Systems Education
• AI Engineering Training
• TinyML Development
• Edge AI Deployment
• Academic Coursework

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