Grow your business with AI : a first principles approach for scaling artificial intelligence in the enterprise /
Zabala, Francisco Javier Campos
Grow your business with AI : a first principles approach for scaling artificial intelligence in the enterprise / Francisco Javier Campos Zabala. - New York : Apress, 2023. - xxxii, 584 pages: illustrations 25 cm
Includes index
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
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 and technical-minded. Divided into five main parts (First Principles, The Why, The What, The How, The Future), you`ll review case studies and examples from companies that have successfully implemented AI. Part 1 provides a comprehensive overview of the First Principles approach and its basic conventions. Part 2 provides an in-depth look at the current state of AI and why it is increasingly important to businesses of all sizes. Part 3 delves into the key concepts and technologies of AI. Part 4 shares practical guidance and actionable steps for businesses looking to implement AI. Finally, Part 5 explores how AI may continue to evolve. Grow Your Business with AI is a must-read for anyone looking to understand and harness the power of AI for business growth and to stay ahead of the curve.
in English
9781484296684
Information resources management.
Artificial intelligence--Industrial applications.
658.4038 Z1 2023
Grow your business with AI : a first principles approach for scaling artificial intelligence in the enterprise / Francisco Javier Campos Zabala. - New York : Apress, 2023. - xxxii, 584 pages: illustrations 25 cm
Includes index
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
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 and technical-minded. Divided into five main parts (First Principles, The Why, The What, The How, The Future), you`ll review case studies and examples from companies that have successfully implemented AI. Part 1 provides a comprehensive overview of the First Principles approach and its basic conventions. Part 2 provides an in-depth look at the current state of AI and why it is increasingly important to businesses of all sizes. Part 3 delves into the key concepts and technologies of AI. Part 4 shares practical guidance and actionable steps for businesses looking to implement AI. Finally, Part 5 explores how AI may continue to evolve. Grow Your Business with AI is a must-read for anyone looking to understand and harness the power of AI for business growth and to stay ahead of the curve.
in English
9781484296684
Information resources management.
Artificial intelligence--Industrial applications.
658.4038 Z1 2023