Machine learning books

This book introduces approaches to generalize the benefits of equivariant deep learning to a broader set of learned...  Read More >>

The potential of Generative AI for automating repetitive tasks and enhancing code quality is highlighted, along...  Read More >>

In addition, the book highlights the successful applications of AI in optimizing material performance, accelerating...  Read More >>

Geospatial tools to Groundwater Resources explain the most recent methods in Geographic Information Systems (GIS)...  Read More >>

It then provides an overview of current topics in physics and engineering, setting the stage for the book’s main...  Read More >>

font-family: 'Verdana',sans-serif;"">This proceedings compiles the cutting-edge research and innovative solutions...  Read More >>

This book explores the integration of Mean Field Game (MFG) theory with machine learning (ML), presenting both theoretical...  Read More >>

A variety of features of statistics for functional data are addressed, such as estimation of functional features,...  Read More >>

This book provides scalable, effective and real-world-compatible methods and algorithms for the control and extended...  Read More >>

Chapter 8 discusses possible avenues for future work centred around aspects, such as data transformation to support...  Read More >>

background: white;"">This second edition provides an overview of the principal problems, approaches, and challenges...  Read More >>

The compendium provides an introduction to the theory of deep learning, from basic principles of neural network...  Read More >>

This book contributes to the advancement of aerospace technology and the optimization of navigation systems, thereby...  Read More >>

This textbook is a consolidation of learning methods which comes in an analytic form. The covered learning methods...  Read More >>

This book addresses a diverse set of topics of contemporary interest in statistics and data science such as biostatistics...  Read More >>

This book provides a comprehensive collection of cutting-edge research and innovative solutions in image, vision...  Read More >>

The book “Machine Learning for Disease Detection, Prediction, and Diagnosis” can be a comprehensive guide to the...  Read More >>

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mso-ansi-language: EN-IN;""> Discover how blockchain and AI/ML combine to power next-generation solutions.  Read More >>

A must read for those aspiring to lead and thrive in these evolving realms of business and engineering this book...  Read More >>

This volume features selected contributions from participants of the 17th African Conference on Research in Computer...  Read More >>

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