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About Generative AI Applications: Planning, Design and Implementation
Launch your Generative AI application from idea to implementation. Understand the various options and trade-offs in using LLMs for applications.Main – Deciding on your AI project- Planning for success and safety- Designs and LLM architectures- Expediting development- Implementation and DeploymentTable of ContentsPart Introduction to Enterprise AI1. Strategy2. Generative AI Market Overview3. LLM Technology OverviewPart Selecting AI Projects4. Deciding5. Use Cases6. LimitationsPart Planning AI Projects7. Planning8. Data9. Budgeting and ROI10. SafetyPart Design11. Requirements12. Architectures13. Transformers and u0026 LLMs14. Training and Fine-Tuning15. RAG ArchitecturesPart Implementation16. Building17. Prompt Engineering18. Deployment ArchitecturePart Advanced Topics19. AI Phones and PCs20. Tool Usage21. Agentic Architectures22. AI Research Overview
Detailed Information
| Author: | David Spuler |
|---|---|
| Publication Year: | 2024 |
| Language: | English |
| File Size: | 2.6 |
| Format: | |
| Price: | FREE |
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