Machine learning
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Machine Learning Perspectives of Agent-Based Models: Practical Applications to Economic Crises and Pandemics with Python, R, Netlogo and Julia (Bog, Hardback, Engelsk)mso-fareast-language: EN-US;">This book provides an overview of... Læs mere
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Introduction to Foundation Models (Bog, Hardback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage) -
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Hacking Voice-Controllable Devices (Bog, Hardback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage) -
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Bayesian Machine Learning in Quantitative Finance: Theory and Practical Applications (Bog, Hardback, Engelsk)This book offers a comprehensive discussion of the Bayesian inference framework and demonstrates why this probabilistic approach is ideal for tackling the various modelling problems within quantitative finance.
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Groundwater Resource Management Planning Strategies: A Geospatial Approach: Volume 1 (Bog, Hardback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage) -
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Mean Field Guided Machine Learning (Bog, Hardback, Engelsk)This book explores the integration of Mean Field Game (MFG) theory with machine learning (ML), presenting both theoretical foundations and practical applications.
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Machine Learning for Wireless Communication (Bog, Hardback, Engelsk)This book covers the basic principles of wireless communication while delving into the fundamentals of machine learning, including supervised and unsupervised learning, deep learning, and reinforcement learning.
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Machine Learning Technologies on Energy Economics and Finance: Energy and Sustainable Analytics, Volume 1 (Bog, Hardback, Engelsk)It also addresses how ML can predict investor behavior and assess the efficiency of energy markets, with a focus on both the opportunities and challenges in renewable energy and energy finance.
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Large Vision-Language Models: Pre-training, Prompting, and Applications (Bog, Hardback, Engelsk)The rapid progress in the field of large multimodal foundation models, especially vision-language models, has dramatically transformed the landscape of machine learning, computer vision, and natural language processing.
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Machine Learning Technologies on Energy Economics and Finance: Energy and Sustainable Analytics, Volume 2 (Bog, Hardback, Engelsk)It also addresses how ML can predict investor behavior and assess the efficiency of energy markets, with a focus on both the opportunities and challenges in renewable energy and energy finance.
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Federated Edge Learning: Algorithms, Architectures and Trustworthiness (Bog, Hardback, Engelsk)This book presents various effective schemes from the perspectives of algorithms, architectures, privacy, and security to enable scalable and trustworthy Federated Edge Learning (FEEL).
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Bisociative Literature-Based Discovery: Methods with Tutorials in Python (Bog, Hardback, Engelsk)This monograph introduces the field of bisociative literature-based discovery (LBD) by first explaining the underlying LBD principles and techniques, followed by the presentation of bisociative LBD techniques and applications developed by the authors.
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