 Название: AI for People and Business (Early Release)
Автор: Alex Castrounis
Издательство: O’Reilly Media, Inc.
Год: 2019
Страниц: 275
Язык: английский
Формат: epub, pdf (conv)
Размер: 13.2 MB
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:
Preface
I. The AI For People and Business (AIPB) Framework
1. Success With AI
2. An Introduction to AIPB
3. AIPB Core Components
4. AI and Machine Learning: A Non-Technical Overview
5. Real World Applications and Opportunities
II. Developing an AI Vision
6. Start With Why
7. Defining Goals for Businesses, Customers, and Users
8. What People Need and Want
9. What Makes a Product Great
10. AI For Better Human Experiences
11. An AI Vision Example
III. Developing an AI Strategy
12. Scientific Innovation For AI Success
13. AI Readiness and Maturity
14. Key Considerations
15. An AI Strategy Example
16. Final Thoughts and The Future of AI
A. AI and Machine Learning Algorithms
B. The AI Process
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