Tag: Learning

Free Download Vanessa De Wilde, "Second Language Learning Before Adulthood: Individual Differences in Children and Adolescents "
English | ISBN: 3110742942 | 2022 | 270 pages | EPUB, PDF | 2 MB + 3 MB
Researchers have looked into the role of individual differences in second language learning and found that differences between learners in areas such as language aptitude, language learning motivation and exposure to the language influence second language learning. Most of this research concerned adults. Far fewer studies have addressed the role of individual differences in second language learning of young learners.

Free Download Reinforcement Learning for Maritime Communications
English | 2023 | ISBN: 3031321375 | 268 Pages | PDF EPUB (True) | 33 MB
This book demonstrates that the reliable and secure communication performance of maritime communications can be significantly improved by using intelligent reflecting surface (IRS) aided communication, privacy-aware Internet of Things (IoT) communications, intelligent resource management and location privacy protection. In the IRS aided maritime communication system, the reflecting elements of IRS can be intelligently controlled to change the phase of signal, and finally enhance the received signal strength of maritime ships (or sensors) or jam maritime eavesdroppers illustrated in this book.

Free Download Reinforcement Learning and Stochastic Optimization: A Unified Framework for Sequential Decisions by Warren B. Powell
English | March 15, 2022 | ISBN: 1119815037 | 1136 pages | MOBI | 26 Mb
REINFORCEMENT LEARNING AND STOCHASTIC OPTIMIZATION

Free Download Reinforcement Learning: Optimal Feedback Control with Industrial Applications
English | 2023 | ISBN: 3031283937 | 539 Pages | PDF EPUB (True) | 49 MB
This book offers a thorough introduction to the basics and scientific and technological innovations involved in the modern study of reinforcement-learning-based feedback control. The authors address a wide variety of systems including work on nonlinear, networked, multi-agent and multi-player systems.

Free Download Tom Holert, "Politics of Learning, Politics of Space: Architecture and the Education Shock of the 1960s and 1970s"
English | ISBN: 3110710943 | 2021 | 128 pages | PDF | 10 MB
How the relationships between education and outer space have developed historically is exemplified in an incisive way by the decades that followed the "Sputnik shock" of 1957. The wake-up call that resulted from the Soviet space program set the global landscape of learning in motion. New schools and universities came into being against the backdrop of the reform euphoria and mood of catastrophe. At the same time, traditional pedagogical concepts were severely called into question―including the call to do away with institutions of education. What is shown in the architectures of learning is not only a politics of space, but also the educational shock that intensively shook up the global societies of the 1960s and 1970s, while they were gradually being transformed into knowledge societies.

Free Download Optimization and Machine Learning: Optimization for Machine Learning and Machine Learning for Optimization (Sciences: Computer Science; Operational Research and Decision) by Rachid Chelouah, Patrick Siarry
English | April 19, 2022 | ISBN: 1789450713 | 256 pages | MOBI | 6.04 Mb
Machine learning and optimization techniques are revolutionizing our world. Other types of information technology have not progressed as rapidly in recent years, in terms of real impact. The aim of this book is to present some of the innovative techniques in the field of optimization and machine learning, and to demonstrate how to apply them in the fields of engineering.

Free Download Multi-aspect Learning: Methods and Applications
English | 2023 | ISBN: 3031335597 | 340 Pages | PDF EPUB (True) | 25 MB
This book offers a detailed and comprehensive analysis of multi-aspect data learning, focusing especially on representation learning approaches for unsupervised machine learning. It covers state-of-the-art representation learning techniques for clustering and their applications in various domains. This is the first book to systematically review multi-aspect data learning, incorporating a range of concepts and applications. Additionally, it is the first to comprehensively investigate manifold learning for dimensionality reduction in multi-view data learning. The book presents the latest advances in matrix factorization, subspace clustering, spectral clustering and deep learning methods, with a particular emphasis on the challenges and characteristics of multi-aspect data. Each chapter includes a thorough discussion of state-of-the-art of multi-aspect data learning methods and important research gaps. The book provides readers with the necessary foundational knowledge to apply these methods to new domains and applications, as well as inspire new research in this emerging field.

Free Download Machine Learning With Python Cookbook: Practical Solutions from Preprocessing to Deep Learning
English | 2023 | ISBN: 1098135725 | 404 Pages | PDF | 3.4 MB
This practical guide provides more than 200 self-contained recipes to help you solve machine learning challenges you may encounter in your work. If you’re comfortable with Python and its libraries, including pandas and scikit-learn, you’ll be able to address specific problems, from loading data to training models and leveraging neural networks.

Free Download Machine Learning for Healthcare Systems: Foundations and Applications
by C. Karthik
English | 2023 | ISBN: 8770228116 | 251 pages | True PDF | 25.74 MB