microsoft/generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
The project lists 159 contributors on GitHub.
Gained 6% more stars in the last 90 days than in the 90 days before.
Use Cases & Benefits
- Provides a 21-lesson course teaching fundamentals and practical coding for building Generative AI applications using Python and TypeScript.
- Offers comprehensive, beginner-friendly lessons with code samples and multi-language support to accelerate learning and development in generative AI.
- Use for learning how to build text generation and chat applications leveraging Azure OpenAI and OpenAI APIs.
- Use for exploring advanced prompt engineering techniques and responsible AI practices to improve generative AI outcomes.
- Use for developing AI-powered search, image generation, and retrieval augmented generation applications with vector databases.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
- No GitHub releases; pin a commit or tag instead of a release.
General guidance from repository metadata, not legal advice. How we score
From the README
Learn the fundamentals of building Generative AI applications with our 21-lesson comprehensive course by Microsoft Cloud Advocates.
This course has 21 lessons. Each lesson covers its own topic so start wherever you like!
Lessons are labeled either "Learn" lessons explaining a Generative AI concept or "Build" lessons that explain a concept and code examples in both Python and TypeScript when possible.
For .NET Developers checkout Generative AI for Beginners (.NET Edition)!
Each lesson also includes a "Keep Learning" section with additional learning tools.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
65.8K+4.2K
Open issues
3-16
Compared with peers in AI
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 8, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| D4Vinci/Scrapling | 99.9K | +8.1K | 65 | 4 days ago |
| thedotmack/claude-mem | 114.9K | +5.6K | 35 | today |
| calesthio/OpenMontage | 78.3K | +4.3K | 40 | — |
| heygen-com/hyperframes | 81.1K | +4.0K | 45 | today |
| harry0703/MoneyPrinterTurbo | 141.1K | +3.8K | 55 | 2 days ago |
| microsoft/generative-ai-for-beginners | 122.9K | — | 45 | — |
| Category median | 99.9K | +4.3K | 45 | — |
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