Creating New Learning Experiences on a Global Scale, Erik Duval; Ralf Klamma; Martin Wolpers
Автор: Christopher M. Bishop Название: Pattern Recognition and Machine Learning ISBN: 0387310738 ISBN-13(EAN): 9780387310732 Издательство: Springer Рейтинг: Цена: 11878.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.
Автор: Malley Название: Statistical Learning for Biomedical Data ISBN: 0521699096 ISBN-13(EAN): 9780521699099 Издательство: Cambridge Academ Рейтинг: Цена: 6494.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Biomedical researchers need machine learning techniques to make predictions such as survival/death or response to treatment when data sets are large and complex. This highly motivating introduction to these machines explains underlying principles in nontechnical language, using many examples and figures, and connects these new methods to familiar techniques.
Описание: Offers qualitative studies of collaboration processes conducted in globalising companies based in Denmark and with subsidiaries in Asia. It addresses the specific contexts of collaboration and studies how people with different cultural backgrounds work together, both face-to-face and in the virtual workplace.
Название: Creating the Coding Generation ISBN: 1138681199 ISBN-13(EAN): 9781138681194 Издательство: Taylor&Francis Рейтинг: Цена: 5051.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This indispensable guide brings together an eclectic mix of industry innovators and experts to show how you can bring the world of coding to your practice. With a range of inspirational ideas from demystifying algebra in maths, to designing digital storytelling, as well as an insight into the global movement of free coding clubs for young people.
A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications.
Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical and mathematical material is augmented with explanatory worked examples, and case studies illustrate the application of these models in the broader business context.
After discussing the trajectory from data to insight to decision, the book describes four approaches to machine learning: information-based learning, similarity-based learning, probability-based learning, and error-based learning. Each of these approaches is introduced by a nontechnical explanation of the underlying concept, followed by mathematical models and algorithms illustrated by detailed worked examples. Finally, the book considers techniques for evaluating prediction models and offers two case studies that describe specific data analytics projects through each phase of development, from formulating the business problem to implementation of the analytics solution. The book, informed by the authors' many years of teaching machine learning, and working on predictive data analytics projects, is suitable for use by undergraduates in computer science, engineering, mathematics, or statistics; by graduate students in disciplines with applications for predictive data analytics; and as a reference for professionals.
Автор: Ellis, Robert Goodyear, Jeffrey Название: Students` experiences of e-learning in higher education ISBN: 0415989353 ISBN-13(EAN): 9780415989350 Издательство: Taylor&Francis Рейтинг: Цена: 22968.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Helps higher education instructors and university managers understand how e-learning relates to, and can be integrated with, other student experiences of learning. This book emphasizes the importance of how students interpret the challenges set before them, along with their conceptions of learning and their approaches to learning.
Автор: Fink L Dee Название: Creating Significant Learning Experiences ISBN: 1118124251 ISBN-13(EAN): 9781118124253 Издательство: Wiley Рейтинг: Цена: 5227.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: In this thoroughly updated edition of L. Dee Fink s bestselling classic, he discusses new research on how people learn, active learning, and the effectiveness of his popular model; adds more examples from online teaching; and further focuses on the impact of student engagement on student learning.
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