Engineering and Management of Data Science, Analytics, and AI/ML Projects: Foundations, Models, Frameworks,...

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Manuel Mora Jorge Marx Gómez

Engineering and Management of Data Science, Analytics, and AI/ML Projects

Foundations, Models, Frameworks, Architectures, Standards, Processes, Practices, Platforms and...

Manuel Mora, Jorge Marx Gómez, Fen Wang , Hector A. Duran-Limon

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English

Springer Nature Switzerland AG
14 December 2025

Automatic control engineering; Databases; Artificial intelligence

Series: Intelligent Systems Reference Library

Summary
Details

This book presents a dual perspective on modern research and praxis on Data Science, Analytics, and AI/Machine Learning (DSA-AI/ML) system with small or big data. Consequently, potential readers—academics, researchers and practitioners interested in the systematic development and implementation of DSA-AI/ML systems—can be benefited with the high-quality conceptual and empirical research chapters focused on:

Foundations, Development Platforms, and Tools on Engineering and Management of DSA-AI/ML Projects:

DSA-AI/ML reference architectures. Data visualization principles for DSA-AI/ML. Federated Learning in large-scale DSA-AI/ML systems.

Achievements, Challenges, Trends, and Future Research Directions on DSA-AI/ML Projects:

Large multimodal model-based simulation game for DSA-AI/ML systems. Value stream analysis and design applied to DSA-AI/ML systems. Quality management 4.0 and AI for DSA-AI/ML systems.

Hence, this research-oriented co-edited book contributes to achieve the systematic development and implementation of Data Science, Analytics, and AI/ML systems.

Edited by: Manuel Mora, Jorge Marx Gómez, Fen Wang, Hector A. Duran-Limon
Imprint: Springer Nature Switzerland AG
Country of Publication: Switzerland
Dimensions: Height: 235mm, Width: 155mm,
ISBN: 9783032068880
ISBN 10: 3032068886
Series: Intelligent Systems Reference Library
Pages: 139
Publication Date: 14 December 2025
Audience: College/higher education , Further / Higher Education
Format: Hardback
Publisher's Status: Forthcoming