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 Deployment Table of Contents Part Introduction to Enterprise AI 1. Strategy 2. Generative AI Market Overview 3. LLM Technology Overview Part Selecting AI Projects 4. Deciding 5. Use Cases 6. Limitations Part Planning AI Projects 7. Planning 8. Data 9. Budgeting and ROI 10. Safety Part Design 11. Requirements 12. Architectures 13. Transformers & LLMs 14. Training and Fine-Tuning 15. RAG Architectures Part Implementation 16. Building 17. Prompt Engineering 18. Deployment Architecture Part Advanced Topics 19. AI Phones and PCs 20. Tool Usage 21. Agentic Architectures 22. AI Research Overview