Ai Factory - Theories, Applications and Case Studies

This book provides insights on how to approach and utilise data science tools, technologies/methodologies related to artificial intelligence in industrial context including their essence and inter-connections. Description of technology/methodology approaches, their purpose and benefits when developing AI-solution is given with case studies.

List of contents

1. Introduction. 2. Digital Twins. 3. Hypes and Trends in Industry. 4. Data Analytics. 5. Data-Driven Decision-Making. 6. Fundamental in Artificial Intelligence. 7. Systems Thinking and Systems Engineering. 8. Software Engineering. 9. Distributed Computing. 10. Case Studies. 11. AI Factory: A Roadmap for AI Transformation. 12. In Industrial AI We Believe.

Product details

• Authors: Galar Diego, Ramin Karim, Ramin (Lulea University) Galar Karim, Kumar Uday
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Paperback / Softback
• Released: 30.01.2025
• EAN: 9781032077659
• ISBN: 978-1-0-3207765-9
• No. of pages: 416
• Series: ICT in Asset Management
• Subjects: Guides; Natural sciences, medicine, IT, technology > IT, data processing > IT; machine learning, Artificial Intelligence, SCIENCE / Chemistry / Industrial & Technical, COMPUTERS / Machine Theory, Artificial Intelligence (AI), Systems analysis & design, Mathematical theory of computation, COMPUTERS / Artificial Intelligence / General, COMPUTERS / Data Science / Machine Learning, Systems analysis and design, Industrial chemistry and manufacturing technologies, Industrial chemistry & manufacturing technologies