國立高雄大學圖資館 |

Language: English

Back

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

Record Type:	Electronic resources : Monograph/item
Title/Author:	Grow your business with AIby Francisco Javier Campos Zabala.
Reminder of title:	a first principles approach for scaling artificial intelligence in the enterprise /
Author:	Zabala, Francisco Javier Campos.
Published:	Berkeley, CA :Apress :2023.
Description:	xxxii, 584 p. :ill. (chiefly color), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Artificial intelligenceIndustrial applications.
Online resource:	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 /
LDR:03416nmm a2200325 a 4500 001 652437
003 DE-He213
005 20231003101918.0
006 m d
007 cr nn 008maaau
008 240327s2023 cau s 0 eng d
020 $a 9781484296691$q(electronic bk.)
020 $a 9781484296684$q(paper)
024 7 $a 10.1007/978-1-4842-9669-1 $2 doi
035 $a 978-1-4842-9669-1
040 $a GP $c GP
041 0 $a eng
050 4 $a T58.64
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 658.4038 $2 23
090 $a T58.64 $b .Z12 2023
100 1 $a Zabala, Francisco Javier Campos. $3 962968
245 1 0 $a Grow your business with AI $h [electronic resource] : $b a first principles approach for scaling artificial intelligence in the enterprise / $c by Francisco Javier Campos Zabala.
260 $a Berkeley, CA : $b Apress : $b Imprint: Apress, $c 2023.
300 $a xxxii, 584 p. : $b ill. (chiefly color), digital ; $c 24 cm.
505 0 $a 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.
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.
650 0 $a Artificial intelligence $x Industrial applications. $3 524554
650 0 $a Information resources management. $3 200617
650 1 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Data Science. $3 913495
650 2 4 $a IT in Business. $3 703717
650 2 4 $a Enterprise Architecture. $3 724747
650 2 4 $a Business and Management. $2 eflch $3 639169
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-1-4842-9669-1
950 $a Professional and Applied Computing (SpringerNature-12059)