Learning Theories – alle Bücher

Amin Shahini
Language Learning Theories

This book demystifies language learning theories and offers clear explanations, interactive exercises, and summary tables to help students connect theory with practice. It explores key frameworks such as …

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David C. Gibson, Dirk Ifenthaler
Computational Learning Theories

This book shows how artificial intelligence grounded in learning theories can promote individual learning, team productivity and multidisciplinary knowledge-building. It advances the learning sciences by …

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Shinichi Nakajima, Kazuho Watanabe, Masashi Sugiyama
Variational Bayesian Learning Theory

Variational Bayesian learning is one of the most popular methods in machine learning. Designed for researchers and graduate students in machine learning, this book summarizes recent developments in the no…

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Prashad
Optimization Algorithms for Machine Learning: Theory and Practice

In the realm of machine learning, optimization algorithms play a pivotal role in refining models for optimal performance. These algorithms, ranging from classic gradient descent to advanced techniques lik…

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Science Education in Theory and Practice

This book addresses the critical role of science education in the context of global growth and development, emphasizing its significance in the advancement of societal progress. The book identifies and ex…

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Computer-Aided and Machine Learning-Driven Drug Design

The computer-aided drug design research field comprises several different knowledge areas, and often, researchers are only familiar or experienced with a small fraction of them. Indeed, pharmaceutical ind…

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Kinky
Exploring Optimization Algorithms in Machine Learning: From Theory to Practice

Optimization algorithms in machine learning bridge theoretical foundations with practical applications, crucial for refining model performance. Techniques like gradient descent, stochastic gradient descen…

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Yury Polyanskiy, Yihong Wu
Information Theory

This enthusiastic introduction to the fundamentals of information theory builds from classical Shannon theory through to modern applications in statistical learning, equipping students with a uniquely wel…

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Hans-Dieter Barke, Annette Marohn, Simone Kröger, Günther Harsch
Chemistry Didactics Compact

This textbook offers lecturers at universities, chemistry teachers at schools, student teachers and chemistry students a practical overview with many examples from current chemistry teaching, with novel e…

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Petra Rauschert, Jacqueline Alexander
Intercultural Service Learning

This book provides a much-needed overview of the theory and practice of intercultural service learning, an approach that combines curricular learning, intercultural encounters and community service. It in…

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Petra Rauschert, Jacqueline Alexander
Intercultural Service Learning

This book provides a much-needed overview of the theory and practice of intercultural service learning, an approach that combines curricular learning, intercultural encounters and community service. It in…

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Learning Mathematics by Cultural-Historical Theory Implementation

This book is devoted to the topic of mathematical skills development, which was the focus of Vygotsky's cultural-historical theory. It offers descriptions of studies of development of visual modelling in …

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Steffen E Palko
Knowledge and Learning

Using insights from the fields of Philosophy, Cognitive Science, Education, Nonlinear Systems Theory, and Theory of Language, a comprehensive theory of knowledge and learning is derived that is correspond…

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Oleksandr Kuznetsov
Intelligent Systems: From Theory to Applications

"Dedication.- Acknowledgments.- Foreword.- Preface.- About This Book.- Acronyms.- 1".- " Introduction to Intelligent Systems".- "2. The Evolution of Artificial Intelligence".…

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Theory Informing and Arising from Learning Analytics

Theory Informing and Arising from Learning Analytics delves into the dynamic intersection of learning theory and educational data analysis within the field of Learning Analytics (LA). This groundbreaking …

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Learning Analytics, Artificial Intelligence und Data Mining in der Hochschulbildung

Zukunft der Hochschule - Band 8

Wie kann Künstliche Intelligenz (KI) die Hochschulbildung unterstützen? Welche Rolle spielen Learning Analytics? Und welche Chancen und Risiken birgt ihr Einsatz? Die Beiträger*innen bieten einen Querschn…

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Laura L Bierema, Monica Fedeli, Sharan B Merriam
Adult Learning

An accessible, research-based primer on how adults learn, and how best to teach them"This book is a must-have, comprehensive resource for adult educators seeking to master the theory and practice of …

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Noora J. Al-Thani, Zubair Ahmad
Teaching and Learning with Research Cognitive Theory

This open access volume explores the transformative role of Research Cognitive Theory (RCT) in education, emphasizing its application in fostering curiosity, creativity, innovation, problem-solving skills…

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Jari Stenvall, Tony Kinder
Problem-solving and Learning for Public Services and Public Management

In this textbook readers will acquire knowledge of problem-solving and learning to enhance both efficiency and the experience of service users in rapidly changing service environments, that can create new…

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Wilson Tsakane Mongwe, Tshilidzi Marwala, Rendani Mbuvha
Bayesian Machine Learning in Quantitative Finance

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 fi…

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