Topic: Production

This open access book provides a state-of-the-art overview of current machine learning research and its exploitation in various application areas. It has become apparent that the deep integration of artificial...

This Open Access book reviews recent theoretical and numerical developments in nonlinear model order reduction in continuum mechanics, being addressed to Master and PhD students, as well as to researchers,...

A clear-eyed examination of the open access movement: past history, current conflicts, and future possibilities. Open access (OA) could one day put the sum of human knowledge at our fingertips....

This open access comprehensive methodological book offers a much-needed answer to the lack of resources and methodological guidance in learning analytics, which has been a problem ever since the field...

This open access book provides a detailed review of the latest methods and applications of artificial intelligence (AI) and machine learning (ML) in medicine. With chapters focusing on enabling the...

The extant corpus of research on supply chain sustainability in the Arctic exhibits a conspicuous neglect of the social dimension, rendering it the most underprivileged among the three pillars of...

Using real-world data case studies, this innovative and accessible textbook introduces an actionable framework for conducting trustworthy data science. Most textbooks present data science as a linear analytic process involving...

A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines. Gaussian processes (GPs) provide a principled, practical, probabilistic approach to...

A rallying manifesto for the innovative problem-solving we need to build a better, more verdant, and sustainable planetary existence. Academics are letting Africa down. With all that we know, what...

Create masterful, maintainable Python packages! This book includes pro tips for design, automation, testing, deployment, and even release as an open source project! In Publishing Python Packages you will learn how to:...