| Description |
1 online resource |
|
text file |
| Note |
Includes index. |
| Summary |
What are the risks, considerations, trade-offs, and constraints for pursuing an artificial intelligence project for your business? This practical book describes the value of AI and shows executives, data scientists, and software engineers how to align AI with company goals. Author Alex Castrounis introduces a framework that executives and practitioners can use to gain the most value with AI, while mitigating risk and ensuring the best chance of success. This framework will help you determine why AI is a fit for your business and provides a guide for all the AI project processes that follow-including data ingestion, model selection and training, model tuning, and results delivered. Learn why and how to use AI for achieving business goals Get a big-picture view of the potential business value of AI Align AI to your business goals using a framework to help you identify opportunities. |
| Contents |
Part I. The AI for people and business framework -- Success with AI -- An introduction to the AI for people and business framework -- AIPB core components -- AI and machine learning: a nontechnical overview -- Real-world applications and opportunities -- Part II. Developing an AI vision -- The importance of why -- Defining goals for people and business -- What makes a product great -- AI for better human experiences -- An AI vision example -- Part III. Developing an AI strategy -- Scientific innovation for AI success -- AI readiness and maturity -- AI key considerations -- An AI strategy example -- Part IV. Final thoughts -- The impact of AI on jobs -- The future of AI -- Appendix A. AI and machine learning algorithms -- Appendix B. The AI process -- Appendix C. AI in production -- Bibliography -- Index -- About the author. |
| Bibliography |
Includes bibliographical references (pages 285-286) and index. |
| Subject |
Business -- Data processing.
|
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Artificial intelligence.
|
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Information technology -- Management.
|
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Artificial intelligence -- Industrial applications.
|
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Artificial Intelligence |
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Gestion -- Informatique. |
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Intelligence artificielle. |
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Technologie de l'information -- Gestion. |
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Intelligence artificielle -- Applications industrielles. |
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artificial intelligence. |
|
Information technology -- Management |
|
Business -- Data processing |
|
Artificial intelligence |
|
Artificial intelligence -- Industrial applications |
| Added Title |
Artificial intelligence for people and business : a framework for better human experiences and business success |
| Other Form: |
Print version: Castrounis, Alex. AI for People and Business : A Framework for Better Human Experiences and Business Success. Sebastopol : O'Reilly Media, Incorporated, ©2019 9781492036579 |
| ISBN |
9781492036548 (electronic book) |
|
1492036544 (electronic book) |
|
9781492036524 (electronic bk.) |
|
1492036528 (electronic bk.) |
| Standard No. |
9781492036562 |
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