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Grow your business with AIa first principles approach for scaling artificial intelligence in the enterprise /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Grow your business with AIby Francisco Javier Campos Zabala.
其他題名:	a first principles approach for scaling artificial intelligence in the enterprise /
作者:	Zabala, Francisco Javier Campos.
出版者:	Berkeley, CA :Apress :2023.
面頁冊數:	xxxii, 584 p. :ill. (chiefly color), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Artificial intelligenceIndustrial applications.
電子資源:	https://doi.org/10.1007/978-1-4842-9669-1
ISBN:	9781484296691$q(electronic bk.)

Grow your business with AIa first principles approach for scaling artificial intelligence in the enterprise /
Zabala, Francisco Javier Campos.

Grow your business with AIa first principles approach for scaling artificial intelligence in the enterprise /[electronic resource] :by Francisco Javier Campos Zabala. - Berkeley, CA :Apress :2023. - xxxii, 584 p. :ill. (chiefly color), digital ;24 cm.

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.

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.

ISBN: 9781484296691$q(electronic bk.)

Standard No.: 10.1007/978-1-4842-9669-1doiSubjects--Topical Terms:

524554
Artificial intelligence
--Industrial applications.

LC Class. No.: T58.64

Dewey Class. No.: 658.4038

Grow your business with AIa first principles approach for scaling artificial intelligence in the enterprise /
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520 $a 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.
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