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Computer Corpora and Open Source Software for Language Learning : Emerging Research and Opportunities
During the last four decades, a corpus-based approach to language teaching has become very significant.Direct use of corpora in language pedagogy is limited by certain factors: time, the lecturer's knowledge and skills needed to analyze the corpus, access to sources such as computers and appropriate computer tools, or a combination of these factors.The key to a successful corpus-based approach is in the appropriate level of the lecturer's guidance or pedagogical mediation, which depends on student age, experience, and prior knowledge.It is therefore very important that lecturers be equipped with the necessary knowledge and education for using and analyzing corpora on a daily basis.Computer Corpora and Open Source Software for Language Learning: Emerging Research and Opportunities is a cutting-edge research publication that analyzes teacher experiences in implementing computer corpora into their language learning classrooms in order to formulate additional insights as to best strategies for integrating such tools that maximizes language learning efficiency in primary and secondary education.Highlighting topics such as ICT tools, language education, and linguistics, this book is ideal for academicians, educators, computer science teachers, IT professionals, researchers, and students.
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Reviving Arab Reform : Development Challenges and Opportunities
Reviving Arab Reform offers a unique consideration of the links between economic, political and social development in the Arab region and offers tangible hope for the future.Islam Abdelbary evaluates the reform programmes in the last three decades in the Middle East North Africa region, and through a wide variety of analytical methods, he identifies the failures and successes of previous Arab reforms by comparing the outcomes of reforms in the Arab world with those in other world regions. The book is distinguished by how it outlines the challenges and opportunities for development in the region and provides a framework for comprehensive and integrated development in the Arab world.Ultimately, Abdelbary argues that the new Arab reform agenda must address previous debilitating development issues, especially governance.Economic reform should not be seen in a vacuum, in isolation from political and social choices that society makes, thereby contributing to sustained and inclusive growth. For its unique mix of scholarly rigour and practical ways forward, Reviving Arab Reform is a must-read not only for researchers interested in economic theory, development studies, and the Middle East but also for policy-makers in the region and international organisations.
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Career Opportunities in Biotechnology and Drug Development
As the world of biotechnology has grown in leaps and bounds, so too have the career opportunities.But the choices can be daunting. What types of jobs are available? How do you get your foot in the door? What will your job entail if you become a Preclinical Project Manager or a Process Scientist ?What's the difference between biotech and pharma? Career Opportunities in Biotechnology and Drug Development provides a comprehensive and systematic overview of careers in the life science industry, with all their ups and downs.The author, Toby Freedman, Ph.D., has conducted interviews with hundreds of key players in the industry, who provide first hand explanations of their day to day roles and responsibilities, and offer key insights into how they landed those jobs in the first place.Careers in everything from discovery research to venture capital are covered in detail.Each chapter includes valuable sections on preparing yourself for a prospective career: educational requirements and personality characteristics needed; recommendations of books, magazines, and Web site resources; and issues to consider regarding salary and compensation. The book also includes interviewing and job searching tips, as well as suggestions on writing a resume specifically for industry.Career Opportunities in Biotechnology and Drug Development is an essential guide for science graduates and medical, business, legal, high tech or engineering professionals.With discussions of job security, future trends, and potential career paths, even those already working in industry will find helpful information on how to take advantage of opportunities available within their own companies and elsewhere.This book will help you make wiser and more informed decisions about what role you would like to play in the biotechnology and drug development industry.
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Fairness and Machine Learning : Limitations and Opportunities
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Sustainable Development Goal Nine and African Development : Challenges and Opportunities
Challenges and Opportunities.
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Programming Machine Learning : From Coding to Deep Learning
You've decided to tackle machine learning - because you're job hunting, embarking on a new project, or just think self-driving cars are cool.But where to start? It's easy to be intimidated, even as a software developer.The good news is that it doesn't have to be that hard.Master machine learning by writing code one line at a time, from simple learning programs all the way to a true deep learning system.Tackle the hard topics by breaking them down so they're easier to understand, and build your confidence by getting your hands dirty.Peel away the obscurities of machine learning, starting from scratch and going all the way to deep learning.Machine learning can be intimidating, with its reliance on math and algorithms that most programmers don't encounter in their regular work.Take a hands-on approach, writing the Python code yourself, without any libraries to obscure what's really going on.Iterate on your design, and add layers of complexity as you go.Build an image recognition application from scratch with supervised learning.Predict the future with linear regression. Dive into gradient descent, a fundamental algorithm that drives most of machine learning.Create perceptrons to classify data. Build neural networks to tackle more complex and sophisticated data sets.Train and refine those networks with backpropagation and batching.Layer the neural networks, eliminate overfitting, and add convolution to transform your neural network into a true deep learning system.Start from the beginning and code your way to machine learning mastery.What You Need: The examples in this book are written in Python, but don't worry if you don't know this language: you'll pick up all the Python you need very quickly.Apart from that, you'll only need your computer, and your code-adept brain.
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Assessment as Learning : Maximising Opportunities for Student Learning and Achievement
Based on a solid theoretical basis of assessment-as-learning and updated empirical evidences, this timely book significantly expands the existing scope of assessment-as-learning typically developed in Western contexts. This edited volume updates theoretical and empirical advances in assessment-as-learning in complex learning processes, brought together by an international panel of authors.The contributors provide a wide range of practical ways to harness the power of assessment-as-learning to make it work more effectively not only in the classroom, but also across other achievement-related situations (e.g. examinations, learning processes before and after classes). Assessment as Learning provides a deep contemporary insight into the field of formative assessment, and brings much-needed international perspectives to complement the current Western-focused research.This is a valuable contribution to the discussion, and provides useful insight for researchers in Education.
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Flipped Learning in Physical Education : Opportunities and Applications
This is the first book to introduce flipped learning in the context of physical education.It is a timely exploration of pedagogical approaches that draw on digital technologies that can allow learning online and at a distance to support important learning time for physical activity. The book discusses the role of online and digital technology in education, and physical education more speci?cally, and examines the key features that define flipped learning, its boundaries, and its format.Drawing on modern learning theories, the book explains why educators and practitioners may choose to use flipped learning and how the approach can improve physical activity opportunities.It also considers the challenges and the guiding principles involved in implementing flipped learning in different countries, cultures, and contexts. Full of practical guidance, and drawing on cutting-edge research, this book is invaluable reading for all students, researchers, pre-service and in-service teachers, and coaches working in physical education or youth sport.
Price: 19.99 £ | Shipping*: 3.99 £
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