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Cognitive Analytics and Reinforcement Learning

Delve into cognitive analysis, a comprehensive exploration of artificial intelligence and data analytics. This book illustrates advanced techniques and how reinforcement learning concepts are applied acro…

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Bildung für eine nachhaltige Entwicklung im Umbruch?

Schriftenreihe "Ökologie und Erziehungswissenschaft" der Kommission Bildung für eine nachhaltige Entwicklung der DGfE

Ein Umbruch bezeichnet eine Veränderung, die ein grundlegendes Umdenken mit sich bringt. Mit aktuellen ökologischen, gesellschaftlichen und individuellen Umbrüchen setzt sich dieser Band auseinander: Welc…

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Deep Reinforcement Learning and Its Industrial Use Cases

This book serves as a bridge connecting the theoretical foundations of DRL with practical, actionable insights for implementing these technologies in a variety of industrial contexts, making it a valuable…

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Baihan Lin
Reinforcement Learning Methods in Speech and Language Technology

This book offers a comprehensive guide to reinforcement learning (RL) and bandits methods, specifically tailored for advancements in speech and language technology. Starting with a foundational overview o…

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Deep Learning Theory and Applications

The two-volume set CCIS 2171 and 2172 constitutes the refereed papers from the 5th INternational Conference on Deep Learning Theory and Applications, DeLTA 2024, which took place in Dijon, France, during …

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Deep Learning Theory and Applications

The two-volume set CCIS 2171 and 2172 constitutes the refereed best papers from the 5th International Conference on Deep Learning Theory and Applications, DeLTA 2024, which took place in Dijon, France, du…

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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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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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Theory and Practice in Adult Literacy, Learning and Social Change

Offering new theoretical, empirical and methodological perspectives on adult literacy, lifelong learning and social change, this book challenges traditional debates on adult literacy and development. The…

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Samuel Ackerman, Guy Barash, Onn Shehory, Orna Raz
Theory and Practice of Quality Assurance for Machine Learning Systems

This book is a self-contained introduction to engineering and testing machine learning (ML) systems. It systematically discusses and teaches the art of crafting and developing software systems that includ…

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Hans-Dieter Barke, Günther Harsch, Simone Kröger, Annette Marohn
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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David Tan, Ada Leung, David Colls
Effective Machine Learning Teams

Gain the valuable skills and techniques you need to accelerate the delivery of machine learning solutions. With this practical guide, data scientists, ML engineers, and their leaders will learn how to bri…

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Manu Kapur
Productive Failure

Praise for PRODUCTIVE FAILURE "Productive Failure perfectly defines the power and science of learning from failure; a must-read for anyone looking to transform their game, not just in sport, but in all wa…

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Suneeta Mall
Deep Learning at Scale

"Bringing a deep-learning project into production at scale is quite challenging. To successfully scale your project, a foundational understanding of full stack deep learning, including the knowledge that …

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The Bloomsbury Handbook of Hip Hop Pedagogy

The Bloomsbury Handbook of Hip Hop Pedagogy is the first reference work to cover the theory, history, research methodologies, and practice of Hip Hop pedagogy. Including 20 chapters from activist-oriented…

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Exercises in Applied Mathematics

This text presents a collection of mathematical exercises with the aim of guiding readers to study topics in statistical physics, equilibrium thermodynamics, information theory, and their various connecti…

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Cara A Chiaraluce
Becoming an Expert Caregiver

This book features the voices of 50 primary caregivers of autistic and neurodivergent children who illuminate the process through which lay women become expert caregivers to provide the best care for thei…

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Cara A Chiaraluce
Becoming an Expert Caregiver

This book features the voices of 50 primary caregivers of autistic and neurodivergent children who illuminate the process through which lay women become expert caregivers to provide the best care for thei…

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Hojjatollah Farahani, Marija Blagojevi¿, Sara Saljoughi, Peter Watson
An Introduction to Artificial Psychology

Artificial Psychology (AP) is a highly multidisciplinary field of study in psychology. AP tries to solve problems which occur when psychologists do research and need a robust analysis method. Conventional…

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Robert Crowe, Hannes Hapke, Emily Caveness, Di Zhu
Machine Learning Production Systems

Using machine learning for products, services, and critical business processes is quite different from using ML in an academic or research setting--especially for recent ML graduates and those moving from…

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