L2learning – Bücher, LPs, CDs und mehr, Seite 5

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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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Bing Liu, Sahisnu Mazumder
Lifelong and Continual Learning Dialogue Systems

This book introduces the new paradigm of lifelong and continual learning dialogue systems to endow dialogue systems with the ability to learn continually by themselves through their own self-initiated int…

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Singh
Integration of Federated Learning and Blockchain f or Smart Cities

Stay ahead of the curve in urban innovation with this essential guide that provides a comprehensive roadmap for federated learning and blockchain to build secure, intelligent, and efficient smart city eco…

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Global Perspectives on Learning Cities

This book examines the social, political and economic rationales, which lead to the development of learning cities in diverse settings in Africa, Australia, Asia and Europe. Many of the contributors are p…

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Xiyuan Ma, Desheng Wu
Financial Fraud Detection Using Machine Learning

Introduction.- The Definition of Financial Fraud.- The Basic Theory of Financial Fraud.- Financial Fraud Litigation and Forensic Accounting.- Resampling Techniques and Feature Selection.- Detection Models…

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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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Umberto Michelucci
Fundamental Mathematical Concepts for Machine Learning in Science

This book is for individuals with a scientific background who aspire to apply machine learning within various natural science disciplines-such as physics, chemistry, biology, medicine, psychology and many…

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Design for All Learners

Get the Toolbox You Need to Design for All LearnersDesign for All Learners empowers instructional designers, trainers, and other talent development professionals to create learning experiences that are ac…

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Experiential Learning in Geography

This book provides insight into the importance and impacts that experiential learning has in geographic education. Like the first book on experiential learning in geography, this volume uses the same thre…

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Benedikt Sterr
Machine learning aided multiscale mechanics of fiber suspensions

We present a Fast-Fourier-Transform (FFT) based computational approach to computing the viscous stress response of rigid fibers suspended in a non-Newtonian medium. We identify closed-form models for the …

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Vijayakumar P
Data Mining & Warehousing Tech Machine Learning Concepts

This unique compendium elaborates the basic perceptions of data warehouses and data mining. The former part of the book covers concepts like introduction to data warehouses, the need for using such data w…

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Sustainability Learning for Action and Community Engagement

This open access volume is a call to action and a toolbox for educators, administrators, community engagement specialists, and workforce developers who want to make their course content, institutional com…

lieferbar ab 24.2.2026.

Buch

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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Devon Price
Unlearning Shame

A powerful personal manifesto against shame that empowers us and calls us to action - from the author of Unmasking Autism

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Dale Morgan, Harold Halliday (Scott),
The Miracle of Navajo Technical University

The Miracle of Navajo Technical University: A Unique Institution of Higher Learning Integrating Trades Education with Academic Learning, Rigorous Research, and Economic Development explores the history, l…

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Christian Borch
Trading Beyond Understanding

Machine learning is fundamentally transforming financial markets. Where trading strategies were once crafted by human experts---executed manually or through pre-coded rules---firms now build models that g…

lieferbar ab 10.3.2026.

Buch

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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Analytics Modeling in Reliability and Machine Learning and Its Applications

This book presents novel research and application chapters on topics in reliability, statistics, and machine learning. It has an emphasis on analytical models and techniques and practical applications in …

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Markus Bayer
Deep Learning in Textual Low-Data Regimes for Cybersecurity

Introduction.- Research Design.- Findings.- Discussion.- Conclusion.- Information Overload in Crisis Management: Bilingual Evaluation of Embedding Models for Clustering Social Media Posts in Emergencies.-…

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Hamed Tabrizchi, Ali Aghasi
Federated Cyber Intelligence

This book offers a detailed exploration of how federated learning can address critical challenges in modern cybersecurity. It begins with an introduction to the core principles of federated learning. Then…

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