Deep Learning

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Publisher : MIT Press
ISBN 13 : 0262337371
Total Pages : 801 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Deep Learning by : Ian Goodfellow

Download or read book Deep Learning written by Ian Goodfellow and published by MIT Press. This book was released on 2016-11-10 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

Studying Online

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Author :
Publisher : Routledge
ISBN 13 : 1000603695
Total Pages : 171 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Studying Online by : Graham Jones

Download or read book Studying Online written by Graham Jones and published by Routledge. This book was released on 2022-07-07 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: Helping you get to grips with online learning, this book contains a wealth of practical tips and strategies that will make studying online easier. Covering the advantages of online learning as well as the problems you might face, this book provides tried and tested advice to help you overcome those difficulties so that you can work to the best of your abilities. Identifying techniques designed specifically for studying online, this key guide explores topics and methods such as: the differences between traditional and online study, preparing for online study as well as planning and organising; making sole working a collaborative and shared experience; reading online, online notetaking, using study forums, using video, collaboration, and coping with online exams; understanding the possible effects on mental and physical health and how to cope with the distractions the virtual world can bring while taking care of your mental and physical health. With step-by-step instructions for each of the techniques, as well as guidance on using online study software to the best effect, this must-have student companion provides tips and tricks to make university distance studying both effective and enjoyable. Visit the accompanying website here: https://studyingonline.tips

Learning How to Learn

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Author :
Publisher : Penguin
ISBN 13 : 052550446X
Total Pages : 258 pages
Book Rating : 4.5/5 (255 download)

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Book Synopsis Learning How to Learn by : Barbara Oakley, PhD

Download or read book Learning How to Learn written by Barbara Oakley, PhD and published by Penguin. This book was released on 2018-08-07 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: A surprisingly simple way for students to master any subject--based on one of the world's most popular online courses and the bestselling book A Mind for Numbers A Mind for Numbers and its wildly popular online companion course "Learning How to Learn" have empowered more than two million learners of all ages from around the world to master subjects that they once struggled with. Fans often wish they'd discovered these learning strategies earlier and ask how they can help their kids master these skills as well. Now in this new book for kids and teens, the authors reveal how to make the most of time spent studying. We all have the tools to learn what might not seem to come naturally to us at first--the secret is to understand how the brain works so we can unlock its power. This book explains: Why sometimes letting your mind wander is an important part of the learning process How to avoid "rut think" in order to think outside the box Why having a poor memory can be a good thing The value of metaphors in developing understanding A simple, yet powerful, way to stop procrastinating Filled with illustrations, application questions, and exercises, this book makes learning easy and fun.

Internet Studies

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Author :
Publisher : Routledge
ISBN 13 : 1317113624
Total Pages : 286 pages
Book Rating : 4.3/5 (171 download)

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Book Synopsis Internet Studies by : Panayiota Tsatsou

Download or read book Internet Studies written by Panayiota Tsatsou and published by Routledge. This book was released on 2016-05-23 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book considers the lessons learnt so far from the emergence of the Internet and the development of the field of Internet studies, whilst also considering possible directions for the future. Examining broad media theories and emerging theorisations around the Internet specifically, it explores the possibility of the development of an Internet theory in the future. A comprehensive overview of the field, Internet Studies considers key issues of social importance that the study of the Internet draws upon, such as the role of the Internet in civic participation and democratisation, the development of virtual communities, digital divides and social inequality, as well as Internet governance and policy control. At the same time, it examines the role of the Internet in social research and the development of highly interdisciplinary and rapidly developing Internet research. Hence, this volume maps key areas of certainty and uncertainty in the field of Internet studies and, as such, it will be of interest to scholars and students of media and communication, sociology and social research methods.

The Handbook of Internet Studies

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 144434238X
Total Pages : 514 pages
Book Rating : 4.4/5 (443 download)

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Book Synopsis The Handbook of Internet Studies by : Mia Consalvo

Download or read book The Handbook of Internet Studies written by Mia Consalvo and published by John Wiley & Sons. This book was released on 2011-05-09 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Internet Studies HANDBOOKS IN COMMUNICATION AND MEDIA “Highly recommended.” CHOICE “A state-of-the-art collection that represents and celebrates the diversity of theoretical and disciplinary approaches marking this brave new field. A new must-have reference book for Internet studies.” Caroline Haythornthwaite, University of Illinois “This indispensable volume reflects the complexity of Internet studies – indeed, the Internet itself – by bringing together a diverse set of voices, geographies, disciplines, and arguments. It is not only an important resource for practitioners, but will also spark the curiosity of those on the edges of the field, including humanists, social scientists, and engineers alike.” Michael Zimmer, University of Wisconsin “A comprehensive and useful volume that will appeal to students, teachers, and researchers. I highly recommend it to those who have been following the field since its emergence in the 1990s as well as to those new to the field.” Steve Jones, University of Illinois at Chicago “This handbook is landmark, documenting that Internet studies have now come of age.” Niels Ole Finnemann, Aarhus University To fully understand the impact and significance of the Internet, it is essential to consider its historical, societal, and cultural contexts. This handbook presents a wide range of original essays by established scholars in the field of Internet studies exploring the role of the Internet in modern societies, and the continuing development of its academic study.

An Introduction to Statistical Learning

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Author :
Publisher : Springer Nature
ISBN 13 : 3031387473
Total Pages : 617 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis An Introduction to Statistical Learning by : Gareth James

Download or read book An Introduction to Statistical Learning written by Gareth James and published by Springer Nature. This book was released on 2023-08-01 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.

Culture and Online Learning

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Author :
Publisher : Taylor & Francis
ISBN 13 : 1000978648
Total Pages : 196 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Culture and Online Learning by : Insung Jung

Download or read book Culture and Online Learning written by Insung Jung and published by Taylor & Francis. This book was released on 2023-07-03 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: Culture plays an overarching role that impacts investment, planning, design, development, delivery, and the learning outcomes of online education. This groundbreaking book remedies a dearth of empirical research on how digital cultures and teaching and learning cultures intersect, and offers grounded theory and practical guidance on how to integrate cultural needs and sensibilities with the innovative opportunities offered by online learning. This book provides a unique analysis of culture in online education from a global perspective, and offers:* An overview of the influences that culture has on teaching, online learning, and technology* Culture-sensitive instructional design strategies and teaching guidelines for online instructors and trainers * Facilitation and support strategies for online learners from different cultures * An overview on issues of design, development, communication, and support from a cross-cultural perspective* An overview of how online education is perceived, planned, implemented, and evaluated differently in various cultural contextsWritten by international experts in the field of online learning, this text constitutes with a comprehensive comparative introduction to the role of culture in online education. It offers essential guidance for practitioners, researchers, instructors, and anyone working with online students from around the world. This text is also appropriate for graduate-level Educational Technology and Comparative and International Learning programs.

The Official ACT Prep Guide 2021-2022, (Book + 6 Practice Tests + Bonus Online Content)

Download The Official ACT Prep Guide 2021-2022, (Book + 6 Practice Tests + Bonus Online Content) PDF Online Free

Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119787343
Total Pages : 25 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis The Official ACT Prep Guide 2021-2022, (Book + 6 Practice Tests + Bonus Online Content) by : ACT

Download or read book The Official ACT Prep Guide 2021-2022, (Book + 6 Practice Tests + Bonus Online Content) written by ACT and published by John Wiley & Sons. This book was released on 2021-04-20 with total page 25 pages. Available in PDF, EPUB and Kindle. Book excerpt: THE OFFICIAL ACT® PREP GUIDE 2021-2022 The comprehensive guide to the 2021-2022 ACT® test, with 6 genuine, full-length practice tests in print and online. This 2021-2022 guide includes six actual ACT® tests – all of which contain the optional writing test – that you can use to practice at your own pace. To help you review test subjects and improve your understanding, this guide provides clear explanations for every answer. You’ll also get practical tips for boosting your score on the English, math, reading, and science tests, as well as the optional writing test. Additionally, you can access the six tests online through the access code provided in the guide. The code also provides access to 400 online flashcards to help you prepare for all sections in the ACT® examination. The test’s creators filled this guide with expert advice on how to both mentally and physically prepare for the exam. It will also help you: Review the entire ACT® test content so you’ll know what to expect on test day Understand the procedures you’ll follow when you’re taking the ACT® Prepare for the types of questions you can expect to find on the test Adopt test-taking strategies that are right for you The Official ACT® Prep Guide 2021-2022 is the best resource to prepare you for test day. By using this guide you can feel comfortable that you’re prepared to do your best!

Teacher Education Programs and Online Learning Tools: Innovations in Teacher Preparation

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Author :
Publisher : IGI Global
ISBN 13 : 1466619074
Total Pages : 569 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Teacher Education Programs and Online Learning Tools: Innovations in Teacher Preparation by : Hartshorne, Richard

Download or read book Teacher Education Programs and Online Learning Tools: Innovations in Teacher Preparation written by Hartshorne, Richard and published by IGI Global. This book was released on 2012-07-31 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: While online learning has become pervasive in many fields in higher education, it has been adopted somewhat slower in teacher education. In addition, more research is needed to empirically evaluate the effectiveness of online education in teacher preparation. Teacher Education Programs and Online Learning Tools: Innovations in Teacher Preparation presents information about current online practices and research in teacher education programs, and explores the opportunities, methods, and issues surrounding technologically innovative opportunities in teacher preparation. It presents empirical evidence of teacher candidate learning and assessment in the context of various online aspects of teacher licensure.

International Handbook of E-Learning Volume 2

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Author :
Publisher : Routledge
ISBN 13 : 1317643577
Total Pages : 387 pages
Book Rating : 4.3/5 (176 download)

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Book Synopsis International Handbook of E-Learning Volume 2 by : Mohamed Ally

Download or read book International Handbook of E-Learning Volume 2 written by Mohamed Ally and published by Routledge. This book was released on 2015-02-20 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: The International Handbook of e-Learning, Volume 2 provides a comprehensive compendium of implementation and practice in all aspects of e-learning, one of the most significant ongoing global developments in the entire field of education. Covering the integration, challenges, implications, and context-appropriate use of open education networks, blended learning, mobile technologies, social media, and other platforms in a variety of unique international settings, these thirty contributions illustrate the wide-ranging applications and solutions made possible by this rapidly growing new paradigm. Case studies are driven by empirical research and attention to cultural specificity, while future research needs are discussed in relation to both confirmed practice and recent changes in the field. The book will be of interest to anyone seeking to create and sustain meaningful, supportive learning environments within today’s anytime, anywhere framework, from teachers, administrators, and policy makers to corporate and government trainers.

Educational Technology and Resources for Synchronous Learning in Higher Education

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Author :
Publisher : IGI Global
ISBN 13 : 1522575685
Total Pages : 373 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Educational Technology and Resources for Synchronous Learning in Higher Education by : Yoon, Jiyoon

Download or read book Educational Technology and Resources for Synchronous Learning in Higher Education written by Yoon, Jiyoon and published by IGI Global. This book was released on 2019-04-19 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: As more classes move to online instruction, there is a need for research that shows the effectiveness of synchronous learning. Educators must guide students on how to use these new learning tools and become aware of the research trends and opportunities within these developing online and hybrid courses. Educational Technology and Resources for Synchronous Learning in Higher Education provides evidence-based practice on incorporating synchronous teaching tools and practice within online courses to enhance content mastery and community development. Additionally, the book presents a strong theoretical overview of the topic and allows readers to develop a more nuanced understanding of the benefits and constraints of synchronous learning. Covering topics such as game learning, online communication, and professional development, it is designed for online instructors, instructional designers, administrators, students, and researchers and educators in higher education, as well as corporate, military, and government sectors.

Sustainable Networked Learning

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Author :
Publisher : Springer Nature
ISBN 13 : 3031427181
Total Pages : 284 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Sustainable Networked Learning by : Nina Bonderup Dohn

Download or read book Sustainable Networked Learning written by Nina Bonderup Dohn and published by Springer Nature. This book was released on 2023-11-18 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides cutting-edge research on networked learning, focusing on issues of sustainability in design for learning, data use, and networked learning connections. It contributes novel theoretical perspectives on networked learning, its role in society and potential for sustainable learning design. It further contributes a set of exemplary empirical cases - exemplary in terms of their innovative learning designs, pedagogical use of technology in connecting learners, and/or critical reflections on implications of utilizing different technologies to support learning. The book is organized into four main sections: 1) Data and datafication, 2) Sustainable learning design, 3) Sociological perspectives on Networked Learning, and 4) Networked learning in times of lockdown. Concluding the book is a final chapter which points to emerging issues within the field of networked learning, based on discussion of perspectives from the chapters The book's focus on the nature of learning and technology-mediated interactions makes it of prime significance to researchers and practitioners in the field of technology-supported teaching and learning.

Social Computing and Virtual Communities

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Author :
Publisher : CRC Press
ISBN 13 : 1040070531
Total Pages : 214 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Social Computing and Virtual Communities by : Panayiotis Zaphiris

Download or read book Social Computing and Virtual Communities written by Panayiotis Zaphiris and published by CRC Press. This book was released on 2009-12-23 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to the advancement of the Internet, online communities are gaining increasing importance in the research community. Presented from a user's perspective, this book explores the diverse application areas of social computing and online communities. A significant portion of the text focuses on real-world case studies in which user behaviors, social mechanisms, and technological issues are investigated. Drawing from computer science, information systems, and social science, the book takes a multidisciplinary approach to evaluate virtual communities. It is useful for those who construct, moderate, and maintain online communities.

The SAGE Handbook of Management Learning, Education and Development

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Author :
Publisher : SAGE
ISBN 13 : 144626629X
Total Pages : 601 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis The SAGE Handbook of Management Learning, Education and Development by : Steven J Armstrong

Download or read book The SAGE Handbook of Management Learning, Education and Development written by Steven J Armstrong and published by SAGE. This book was released on 2009-05-07 with total page 601 pages. Available in PDF, EPUB and Kindle. Book excerpt: The scholarship of management teaching and learning has established itself as a field in its own right and this benchmark handbook is the first to provide an account of the discipline. Original chapters from leading international academics identify the key issues and map out where the discipline is going. Each chapter provides a comprehensive and critical overview of the given topic area, highlights current debates and reviews the emerging research agenda. Chapters embrace the study of organizations as a whole, the concepts of individual and collective learning, the delivery of formal management education and the facilitation of management development. Through consideration of these themes the Handbook analyzes, promotes and critiques the contribution of management learning, education and development to management understanding. It will be an invaluable point of reference for all students and researchers interested in broadening their understanding of this exciting and dynamic new field.

Rethinking Contexts for Learning and Teaching

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Author :
Publisher : Routledge
ISBN 13 : 1134034202
Total Pages : 190 pages
Book Rating : 4.1/5 (34 download)

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Book Synopsis Rethinking Contexts for Learning and Teaching by : Richard Edwards

Download or read book Rethinking Contexts for Learning and Teaching written by Richard Edwards and published by Routledge. This book was released on 2009-02-06 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing upon a variety of academic disciplines this book explores some of the different means of understanding teaching and learning, both in and across contexts, the issues they raise and their implications for pedagogy and research.

Proceedings of the 19th International Conference of the Asia Association of Computer-Assisted Language Learning (AsiaCALL 2022)

Download Proceedings of the 19th International Conference of the Asia Association of Computer-Assisted Language Learning (AsiaCALL 2022) PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 2384760424
Total Pages : 359 pages
Book Rating : 4.3/5 (847 download)

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Book Synopsis Proceedings of the 19th International Conference of the Asia Association of Computer-Assisted Language Learning (AsiaCALL 2022) by : Vu Phi Ho Pham

Download or read book Proceedings of the 19th International Conference of the Asia Association of Computer-Assisted Language Learning (AsiaCALL 2022) written by Vu Phi Ho Pham and published by Springer Nature. This book was released on 2023-04-07 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book.We really appreciate the contributions to the success of the 18th AsiaCALL from participants from the United States, Spain, Australia, Japan, South Korea, Austria, Indonesia, India, Philippines, Thailand, Bangladesh, Taiwan, Saudi Arabia, and Palestine, and Vietnam. We also acknowledge the efficient local organizers from Hoa Sen University who paid great efforts and time to run the 18th AsiaCALL International Conference online. Without you, such effective colleagues, AsiaCALL could not gain such good prestigious fame. AsiaCALL is honored and delighted to announce that AsiaCALL2022, the 19th International Conference of the Asia Association of Computer-Assisted Language Learning, will be held on November 26-27, 2022. It will be hosted by the Hanoi University of Industry (HaUI), Ha Noi, Vietnam, at 298 Cau Dien street, Bac Tu Liem district, Hanoi, Vietnam. The Conference will be hybrid - both virtual mode (delegates outside of VN) and face-to-face mode (local delegates). Aims and ScopeThe mission of the AsiaCALL International Conference (AsiaCALL) is to give researchers, educators, and teachers from all over the world a place to share their teaching experience and classroom research. This is done through conferences and seminars. Selected full papers presented at the AsiaCALL International Conference will be published in the Conference Proceedings, and Journals with Open Access to share the participants’ research, teaching experiences. Furthermore, ASIACALL is a place where its members can be able to network and share work and research interests with other professionals in the field to maintain collaboration and advocate the use of technology in your educational environments.

The Study Skills Handbook for Nutritionists and Dietitians

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Author :
Publisher : McGraw-Hill Education (UK)
ISBN 13 : 0335250467
Total Pages : 170 pages
Book Rating : 4.3/5 (352 download)

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Book Synopsis The Study Skills Handbook for Nutritionists and Dietitians by : Sue Reeves

Download or read book The Study Skills Handbook for Nutritionists and Dietitians written by Sue Reeves and published by McGraw-Hill Education (UK). This book was released on 2022-04-13 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Using their extensive experience of university teaching as well as pedagogic theory, the authors have created an essential compendium to support students throughout their learning journey; from day one of their degree up to their first steps into a career in nutrition and dietetics.” Professor Kevin Whelan, Professor of Dietetics, Head of Department of Nutritional Sciences, King’s College London, UK “It is an outstanding handbook and written to the highest of standards. I recommend it most highly.” Professor Susan Lanham-New, Head of the Nutritional Sciences Department & Professor of Human Nutrition, University of Surrey, UK “This textbook not only contains everything that students need to become successful nutritionists and dietitians, but it can also serve as a tool for Nutrition and Dietetics curriculum design.” Dr Katerina Vafeiadou RNutr, Senior Lecturer in Nutrition & Dietetics, University of Hertfordshire, UK Written by experienced Nutrition and Dietetics university lecturers with a passion for enhancing the learning experience, The Study Skills Handbook for Nutritionists and Dietitians is essential reading for all students who want to improve their academic skills and take control of their learning. Designed as a companion for students who are studying at university to be Registered Nutritionists and/or Dietitians; this book will provide you with the knowledge and skills required to identify and develop the expertise essential for academic and professional success. Key features of this book: • Practical examples allow students to see how skills relate to both study and practice • Encourages reflective ways of thinking and ethical practice • Provides all the study skills needed for university and beyond • Specifically tailored for students with career aspirations in this field Recognising that the transition to higher education is different for everyone; the supportive writing style will encourage you to be an active learner who can reflect on their academic and professional development. Dr Sue Reeves, Registered Nutritionist is the Head of Undergraduate Provision and Student Experience in the School of Life and Health Sciences at the University of Roehampton, UK. Dr Yvonne Jeanes, Registered Dietitian is a Principal Lecturer in Clinical Nutrition and Head of Postgraduate taught provision within the School of Life and Health Sciences at the University of Roehampton, UK.