Generative AI for Cloud Solutions : Building end-to-end generative AI stacks with cloud services and model orchestration pipelines (English Edition)
Description: Generative AI is transforming every industry, with applications ranging from creative content generation, simple chatbots, to entirely new ways of engaging with consumers. But there is as much uncertainty as buzz - understanding how to use this technology securely and responsibly, and r...
Đã lưu trong:
| Những tác giả chính: | , , |
|---|---|
| Định dạng: | Livre numérique |
| Ngôn ngữ: | Anglais |
| Được phát hành: |
New Delhi :
BPB Publications
2025.
Paris : Cyberlibris |
| Truy cập trực tuyến: | Accès Université d'Orléans et IFPM |
| Chú thích: |
Couverture. https://static2.cyberlibris.com/books_upload/136pix/9789365891454.jpg Cyberlibris (ScholarVox) corpus Informatique |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Generative AI for Cloud Solutions, Building end-to-end generative AI stacks with cloud services and model orchestration pipelines (English Edition), Sireesha Muppala, Randy DeFauw, Sina Sojoodi, New Delhi, BPB Publications, 2025, 1 vol. (411 p.), 978-93-6589-145-4 |
Mục lục:
- 1. Cloud Computing
- 2. Evolution of Generative AI
- 3. Cloud Computing and Generative AI
- 4. Generative AI Stack
- 5. Design Components, Model Selection, Evaluation, and Model Playgrounds
- 6. Prompt Engineering
- 7. Retrieval Augmented Generation
- 8. Advanced Model Fine-tuning Techniques
- 9. Model Hosting and Application Frameworks
- 10. Agentic Workflows
- 11. Observability and Monitoring
- 12. Security and Governance
- 13. Responsible AI
- 14. Building and Executing a Generative AI Roadmap
- 15. Generative AI Future and Trends