Grow your business with AI : a first principles approach for scaling artificial intelligence in the enterprise / Francisco Javier Campos Zabala.
Zabala, Francisco Javier Campos, author.
2023
T58.64
Available Online

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Title
Grow your business with AI : a first principles approach for scaling artificial intelligence in the enterprise / Francisco Javier Campos Zabala.
Author
Zabala, Francisco Javier Campos, author.
ISBN
9781484296691 (electronic bk.)
1484296699 (electronic bk.)
9781484296684
1484296680
DOI
https://doi.org/10.1007/978-1-4842-9669-1
Published
New York : Apress, [2023]
Copyright
©2023
Language
English
Description
1 online resource (xxxii, 584 pages) : illustrations (chiefly color)
Item Number
10.1007/978-1-4842-9669-1 doi
Call Number
T58.64
Dewey Decimal Classification
658.4/038
Summary
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. .
Note
Includes index.
Access Note
Access limited to authorized users.
Source of Description
Description based on print version record.
Available in Other Form
Grow your business with AI.
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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.

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