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Author: Miao, Fengchun
Publisher: UNESCO Publishing
ISBN: 9231004476
Category : Political Science
Languages : en
Pages : 50
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Book Description
Artificial Intelligence (AI) has the potential to address some of the biggest challenges in education today, innovate teaching and learning practices, and ultimately accelerate the progress towards SDG 4. However, these rapid technological developments inevitably bring multiple risks and challenges, which have so far outpaced policy debates and regulatory frameworks. This publication offers guidance for policy-makers on how best to leverage the opportunities and address the risks, presented by the growing connection between AI and education. It starts with the essentials of AI: definitions, techniques and technologies. It continues with a detailed analysis of the emerging trends and implications of AI for teaching and learning, including how we can ensure the ethical, inclusive and equitable use of AI in education, how education can prepare humans to live and work with AI, and how AI can be applied to enhance education. It finally introduces the challenges of harnessing AI to achieve SDG 4 and offers concrete actionable recommendations for policy-makers to plan policies and programmes for local contexts. [Publisher summary, ed]
Author: Miao, Fengchun
Publisher: UNESCO Publishing
ISBN: 9231004476
Category : Political Science
Languages : en
Pages : 50
Get Book Here
Book Description
Artificial Intelligence (AI) has the potential to address some of the biggest challenges in education today, innovate teaching and learning practices, and ultimately accelerate the progress towards SDG 4. However, these rapid technological developments inevitably bring multiple risks and challenges, which have so far outpaced policy debates and regulatory frameworks. This publication offers guidance for policy-makers on how best to leverage the opportunities and address the risks, presented by the growing connection between AI and education. It starts with the essentials of AI: definitions, techniques and technologies. It continues with a detailed analysis of the emerging trends and implications of AI for teaching and learning, including how we can ensure the ethical, inclusive and equitable use of AI in education, how education can prepare humans to live and work with AI, and how AI can be applied to enhance education. It finally introduces the challenges of harnessing AI to achieve SDG 4 and offers concrete actionable recommendations for policy-makers to plan policies and programmes for local contexts. [Publisher summary, ed]
Author: Wayne Holmes
Publisher:
ISBN: 9781794293700
Category : Computers
Languages : en
Pages : 244
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Book Description
"The landscape for education has been rapidly changing in the last years: demographic changes affecting the makeup of families, multiple school options available to children, wealth disparities, the global economy demanding new skills from workers, and continued breakthroughs in technology are some of the factors impacting education. Given these changes, how can schools continue to prepare students for the future? In a world where information is readily available online, how can schools continue to be relevant? The emergence of Artificial Intelligence (AI) has exacerbated the need to have these conversations. Its impact on education and the multiple possibilities that it offers are putting pressure on educational leaders to reformulate the school curriculum and the channels to deliver it. The book "Artificial Intelligence in Education, Promises and Implications for Teaching and Learning" by the Center for Curriculum Redesign immerses the reader in a discussion on what to teach students in the era of AI and examines how AI is already demanding much needed updates to the school curriculum, including modernizing its content, focusing on core concepts, and embedding interdisciplinary themes and competencies with the end goal of making learning more enjoyable and useful in students' lives. The second part of the book dives into the history of AI in education, its techniques and applications -including the way AI can help teachers be more effective, and finishes on a reflection about the social aspects of AI. This book is a must-read for educators and policy-makers who want to prepare schools to face the uncertainties of the future and keep them relevant." --Amada Torres, VP, Studies, Insights, and Research, National Association of Independent School (NAIS) "The rapid advances in technology in recent decades have already brought about substantial changes in education, opening up new opportunities to teach and learn anywhere anytime and providing new tools and methods to improve learning outcomes and support innovative teaching and learning.Research into artificial intelligence and machine learning in education goes back to the late 1970s. Artificial intelligence methods were generally employed in two ways: to design and facilitate interactive learning environments that would support learning by doing, and to design and implement tutoring systems by adapting instructions with respect to the students' knowledge state.But this is just the beginning. As Artificial Intelligence in Education shows, AI is increasingly used in education and learning contexts. The collision of three areas - data, computation and education - is set to have far-reaching consequences, raising fundamental questions about the nature of education: what is taught and how it is taught. Artificial Intelligence in Education is an important, if at times disturbing, contribution to the debate on AI and provides a detailed analysis on how it may affect the way teachers and students engage in education. The book describes how artificial intelligence may impact on curriculum design, on the individualisation of learning, and on assessment, offering some tantalising glimpses into the future (the end of exams, your very own lifelong learning companion) while not falling victim to tech-hype. The enormous ethical, technical and pedagogical challenges ahead are spelt out, and there is a real risk that the rapid advances in artificial intelligence products and services will outstrip education systems' capacity to understand, manage and integrate them appropriately. As the book concludes: "We can either leave it to others (the computer scientists, AI engineers and big tech companies) to decide how artificial intelligence in education unfolds, or we can engage in productive dialogue."I commend this book to anyone concerned with the future of education in a digital world." --Marc Durando, Executive Director, European Schoolnet
Author: David Foster
Publisher: "O'Reilly Media, Inc."
ISBN: 1492041890
Category : Computers
Languages : en
Pages : 301
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Book Description
Generative modeling is one of the hottest topics in AI. It’s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative adversarial networks (GANs), encoder-decoder models and world models. Author David Foster demonstrates the inner workings of each technique, starting with the basics of deep learning before advancing to some of the most cutting-edge algorithms in the field. Through tips and tricks, you’ll understand how to make your models learn more efficiently and become more creative. Discover how variational autoencoders can change facial expressions in photos Build practical GAN examples from scratch, including CycleGAN for style transfer and MuseGAN for music generation Create recurrent generative models for text generation and learn how to improve the models using attention Understand how generative models can help agents to accomplish tasks within a reinforcement learning setting Explore the architecture of the Transformer (BERT, GPT-2) and image generation models such as ProGAN and StyleGAN
Author: Jesse Stommel
Publisher:
ISBN: 9780578725918
Category : Education
Languages : en
Pages : 336
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Book Description
The work of teachers is not just to teach. We are also responsible for the basic needs of students. Helping students eat and live, and also helping them find the tools they need to reflect on the present moment. This is exactly in keeping with Paulo Freire's insistence that critical pedagogy be focused on helping students read their world; but more and more, we must together reckon with that world. Teaching must be an act of imagination, hope, and possibility. Education must be a practice done with hearts as much as heads, with hands as much as books. Care has to be at the center of this work.For the past ten years, Hybrid Pedagogy has worked to help craft a theory of teaching and learning in and around digital spaces, not by imagining what that work might look like, but by doing, asking after, changing, and doing again. Since 2011, Hybrid Pedagogy has published over 400 articles from more than 200 authors focused in and around the emerging field of critical digital pedagogy. A selection of those articles are gathered here. This is the first peer-reviewed publication centered on the theory and practice of critical digital pedagogy. The collection represents a wide cross-section of both academic and non-academic culture and features articles by women, Black people, indigenous people, Chicanx and Latinx writers, disabled people, queer people, and other underrepresented populations. The goal is to provide evidence for the extraordinary work being done by teachers, librarians, instructional designers, graduate students, technologists, and more - work which advances the study and the praxis of critical digital pedagogy.
Author: John Warner
Publisher: Penguin
ISBN: 0143133152
Category : Language Arts & Disciplines
Languages : en
Pages : 258
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Book Description
“Unique and thorough, Warner’s handbook could turn any determined reader into a regular Malcolm Gladwell.” —Booklist For anyone aiming to improve their skill as a writer, a revolutionary new approach to establishing robust writing practices inside and outside the classroom, from the author of Why They Can’t Write After a decade of teaching writing using the same methods he’d experienced as a student many years before, writer, editor, and educator John Warner realized he could do better. Drawing on his classroom experience and the most persuasive research in contemporary composition studies, he devised an innovative new framework: a step-by-step method that moves the student through a series of writing problems, an organic, bottom-up writing process that exposes and acculturates them to the ways writers work in the world. The time is right for this new and groundbreaking approach. The most popular books on composition take a formalistic view, utilizing “templates” in order to mimic the sorts of rhetorical moves academics make. While this is a valuable element of a writing education, there is room for something that speaks more broadly. The Writer’s Practice invites students and novice writers into an intellectually engaging, active learning process that prepares them for a wider range of academic and real-world writing and allows them to become invested and engaged in their own work.
Author: Sharma, Ramesh C.
Publisher: IGI Global
ISBN:
Category : Education
Languages : en
Pages : 570
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Book Description
The rise of generative Artificial Intelligence (AI) signifies a momentous stride in the evolution of Large Language Models (LLMs) within the expansive sphere of Natural Language Processing (NLP). This groundbreaking advancement ripples through numerous facets of our existence, with education, AI literacy, and curriculum enhancement emerging as focal points of transformation. Within the pages of Transforming Education With Generative AI: Prompt Engineering and Synthetic Content Creation, readers embark on a journey into the heart of this transformative phenomenon. Generative AI's influence extends deeply into education, touching the lives of educators, administrators, policymakers, and learners alike. Within the pages of this book, we explore the intricate art of prompt engineering, a skill that shapes the quality of AI-generated educational content. As generative AI becomes increasingly accessible, this comprehensive volume empowers its audience, by providing them with the knowledge needed to navigate and harness the potential of this powerful tool.
Author: Fields, Ziska
Publisher: IGI Global
ISBN:
Category : Education
Languages : en
Pages : 564
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Book Description
Many educators in the realm of higher education face the critical challenge of fostering creativity in students using traditional teaching methods. In today's rapidly evolving world, these methods have become inadequate to nurture the innovative thinking demanded by modern society. Impacts of Generative AI on Creativity in Higher Education reveals a solution in the integration of generative AI into higher education. To revolutionize how we nurture and harness student creativity, the book explores the intersection of creativity, generative AI, and higher education with a fresh perspective and practical guidance for educators and institutions. It delves into the fundamental concepts of generative AI and its potential applications, providing educators with the tools to create more engaging and innovative learning environments.
Author: Helen Sword
Publisher: Princeton University Press
ISBN: 0691229414
Category : Language Arts & Disciplines
Languages : en
Pages : 328
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Book Description
An essential guide to cultivating joy in your professional and personal writing Writing should be a pleasurable challenge, not a painful chore. Writing with Pleasure empowers academic, professional, and creative writers to reframe their negative emotions about writing and reclaim their positive ones. By learning how to cast light on the shadows, you will soon find yourself bringing passion and pleasure to everything you write. Acclaimed international writing expert Helen Sword invites you to step into your “WriteSPACE”—a space of pleasurable writing that is socially balanced, physically engaged, aesthetically nourishing, creatively challenging, and emotionally uplifting. Sword weaves together cutting-edge findings in the sciences and social sciences with compelling narratives gathered from nearly six hundred faculty members and graduate students from across the disciplines and around the world. She provides research-based principles, hands-on strategies, and creative “pleasure prompts” designed to help you ramp up your productivity and enhance the personal rewards of your writing practice. Whether you’re writing a scholarly article, an administrative email, or a love letter, this book will inspire you to find delight in even the most mundane writing tasks and a richer, deeper pleasure in those you already enjoy. Exuberantly illustrated by prizewinning graphic memoirist Selina Tusitala Marsh, Writing with Pleasure is an indispensable resource for academics, students, professionals, and anyone for whom writing has come to feel like a burden rather than a joy.
Author: Troy Hicks
Publisher: Heinemann Educational Books
ISBN:
Category : Education
Languages : en
Pages : 184
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Book Description
Where others have talked about new technologies and how they change writing, Troy Hicks shows how to use new technologies to enhance writing instruction. Chapters are organized around the familiar principles of the writing workshop: student choice, active revision, craft, publication beyond the classroom, and assessment of product and process. You'll learn to expand and improve your teaching by smartly incorporating new technologies like wikis, blogs, and other forms of multimedia. Throughout, you'll find reference to resources readily available to you and your class online.
Author: Sidney I. Dobrin
Publisher: Broadview Press
ISBN: 1770489126
Category : Language Arts & Disciplines
Languages : en
Pages : 145
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Book Description
AI and Writing is an introduction to Generative Artificial Intelligence (GenAI) and its emergent role as a tool for academic, professional, civic, and personal writing. Sid Dobrin examines GenAI from two perspectives: the conceptual and the applied. The conceptual approach addresses the function of GenAI and the ramifications of its use as a writing tool – especially the ethical, social, and material issues it raises. The applied approach offers guidance to assist readers in using GenAI responsibly and authentically. In consideration of the rapid evolution of GenAI and the many unsettled questions about its role, Dobrin leaves room for readers to adapt to shifting technological and institutional conventions. This book is intended for composition and writing-intensive courses, and for any readers with a general or professional interest in the role of GenAI in writing. While it is primarily designed for first-year writing courses, it’s also applicable to courses in advanced writing, professional writing, technical writing, business writing, and writing across the curriculum, as well as writing-intensive courses in other disciplines. In other words, it can be used in any course in which students are required to produce texts.
