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245 1 _aGrow your business with AI :
_ba first principles approach for scaling artificial intelligence in the enterprise /
_cFrancisco Javier Campos Zabala.
100 _aZabala, Francisco Javier Campos
260 _aNew York :
_bApress,
_c2023.
300 _axxxii, 584 pages:
_billustrations
300 _c25 cm
500 _aIncludes index
020 _a9781484296684
650 _aInformation resources management.
650 _aArtificial intelligence
_xIndustrial applications.
944 _aCIR
050 _a658.4038 Z1 2023
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944 _b1
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953 _pHED6848
546 _ain English
953 _cCollege Library
505 _aPart 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
520 _aLeverage 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.
591 _a0
336 _atext
337 _aunmediated
338 _avolume
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_b2025-01-20 15:44:35
_ddsolimen
_e2025-01-20 15:44:54
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