Grow Your Business with AI A First Principles Approach for Scaling Artificial Intelligence in the Enterprise
Leverage the power of Artificial Intelligence (AI) to drive the growth and success of your organization. This book thoroughly explores the reasons why it is so hard to implement AI, and highlights the need to reconcile the motivations and goals of two very different groups of people, business-minded...
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| Format: | eBook |
| Language: | English |
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Berkeley, CA
Apress
2023, 2023
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| Edition: | 1st ed. 2023 |
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| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Part I. Introduction and First Principles
- 1. Defining the Problem and Opportunity
- 2. First Principles Methodology
- 3. First Principles for the Key Areas Needed for AI
- 4. The Barriers for Implementing AI
- Part II. The WHY- 5. Introduction to AI and its Role in Business
- 6. Key Trends in AI
- 7. Data Monetization with AI
- Part III.The WHAT
- 8. Overview of AI Concepts and Technologies
- 9. Supervised and Unsupervised Learning
- 10. Neural Networks, Deep Learning and Foundational Models
- 11. Creating an AI Roadmap fully aligned to Enterprise Strategies
- 12. Funding and Measuring the AI Journey
- 13. How to Approach Open Data
- Part IV. The HOW
- 14. Organization & Governance
- 15. Identifying Use Cases and Assembling a Team
- 16. Selecting Tools and Platforms
- 17. Architecting AI Apps: When/How to be Cloud Native
- 18. Integrating AI into Existing Systems and Processes
- 19. Case Studies and Examples
- 20. Responsible AI: Understanding the Ethical and Regulatory Implications of AI
- 21. Scaling AI in the Enterprise: AI Maturity Model
- Part V. The Future
- 22. How Younger Generations See the Future
- 23. AI Future Trends and It's Considerations for Business
- 24. Conclusion
- Appendix