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Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision provides an overview of general deep learning methodology and its applications of natural language processing (NLP), speech and computer vision tasks.
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The book develops a view of AI rooted in the theories and values of Information Science (the social science of knowledge) focusing on whether AI is transforming knowledge access and creation in a significantly positive, equitable, inclusive and sustainable way.
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This book covers advances that have emerged over the last two decades of AI research. Examining both theoretical and practical aspects, it presents... Læs mere
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Suitable for the general reader, Understanding the Artificial Intelligence Revolution: Between Catastrophe and Utopia is the ideal book for anyone seeking a clear and informed introduction to AI.
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This reference text presents the usage of artificial intelligence in healthcare and discusses the challenges and... Læs mere
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This book provides a comprehensive exploration of generalization in deep learning, focusing on both theoretical foundations and practical strategies. It delves deeply into how machine learning models, particularly deep neural networks, achieve robust performance on unseen data.
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This book comprehensively explores the latest technological advancements in healthcare, with a particular focus on the application of... Læs mere
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This book explores how to use generative adversarial networks in a variety of applications and emphasises their substantial... Læs mere
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The text comprehensively discusses computational models including artificial neural networks, agent-based... Læs mere
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Introduction to Machine Learning with Applications in Information Security, Second Edition provides a classroom-tested introduction to a wide variety of machine learning and deep learning algorithms and techniques, reinforced via realistic applications.
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This book aims at the tiny machine learning (TinyML) software and hardware synergy for edge intelligence applications. It presents... Læs mere
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This reference text aims to systematically collect quality research spanning AI, ML and Deep Learning (DL)... Læs mere