Coveyduc J Artificial Intelligence for Business 2020 torrent

Textbook in PDF format

Artificial Intelligence for Business: A Roadmap for Getting Started with AI will provide the reader with an easy to understand roadmap for how to take an organization through the adoption of AI technology. It will first help with the identification of which business problems and opportunities are right for AI and how to prioritize them to maximize the likelihood of success. Specific methodologies are introduced to help with finding critical training data within an organization and how to fill data gaps if they exist. With data in hand, a scoped prototype can be built to limit risk and provide tangible value to the organization as a whole to justify further investment. Finally, a production level AI system can be developed with best practices to ensure quality with not only the application code, but also the AI models. Finally, with this particular AI adoption journey at an end, the authors will show that there is additional value to be gained by iterating on this AI adoption lifecycle and improving other parts of the organization.
Table of Contents
Introduction
Ideation
Defining the Project
Data Curation and Governance
Prototyping
Production
Thriving with an AI Lifecycle
Conclusion
Appendixes
AI Experts
Roadmap Action Checklists
Pitfalls to Avoid