Data Science in Education Using R

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Publisher : Routledge
ISBN 13 : 1000200906
Total Pages : 315 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Data Science in Education Using R by : Ryan A. Estrellado

Download or read book Data Science in Education Using R written by Ryan A. Estrellado and published by Routledge. This book was released on 2020-10-26 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Science in Education Using R is the go-to reference for learning data science in the education field. The book answers questions like: What does a data scientist in education do? How do I get started learning R, the popular open-source statistical programming language? And what does a data analysis project in education look like? If you’re just getting started with R in an education job, this is the book you’ll want with you. This book gets you started with R by teaching the building blocks of programming that you’ll use many times in your career. The book takes a "learn by doing" approach and offers eight analysis walkthroughs that show you a data analysis from start to finish, complete with code for you to practice with. The book finishes with how to get involved in the data science community and how to integrate data science in your education job. This book will be an essential resource for education professionals and researchers looking to increase their data analysis skills as part of their professional and academic development.

The Art and Science of Teaching

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Publisher :
ISBN 13 : 9781792452338
Total Pages : pages
Book Rating : 4.4/5 (523 download)

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Book Synopsis The Art and Science of Teaching by : Timothy J Reagan

Download or read book The Art and Science of Teaching written by Timothy J Reagan and published by . This book was released on 2021-03-12 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Taking Science to School

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Publisher : National Academies Press
ISBN 13 : 0309133831
Total Pages : 404 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Taking Science to School by : National Research Council

Download or read book Taking Science to School written by National Research Council and published by National Academies Press. This book was released on 2007-04-16 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is science for a child? How do children learn about science and how to do science? Drawing on a vast array of work from neuroscience to classroom observation, Taking Science to School provides a comprehensive picture of what we know about teaching and learning science from kindergarten through eighth grade. By looking at a broad range of questions, this book provides a basic foundation for guiding science teaching and supporting students in their learning. Taking Science to School answers such questions as: When do children begin to learn about science? Are there critical stages in a child's development of such scientific concepts as mass or animate objects? What role does nonschool learning play in children's knowledge of science? How can science education capitalize on children's natural curiosity? What are the best tasks for books, lectures, and hands-on learning? How can teachers be taught to teach science? The book also provides a detailed examination of how we know what we know about children's learning of scienceâ€"about the role of research and evidence. This book will be an essential resource for everyone involved in K-8 science educationâ€"teachers, principals, boards of education, teacher education providers and accreditors, education researchers, federal education agencies, and state and federal policy makers. It will also be a useful guide for parents and others interested in how children learn.

Ambitious Science Teaching

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Publisher : Harvard Education Press
ISBN 13 : 1682531643
Total Pages : 455 pages
Book Rating : 4.6/5 (825 download)

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Book Synopsis Ambitious Science Teaching by : Mark Windschitl

Download or read book Ambitious Science Teaching written by Mark Windschitl and published by Harvard Education Press. This book was released on 2020-08-05 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: 2018 Outstanding Academic Title, Choice Ambitious Science Teaching outlines a powerful framework for science teaching to ensure that instruction is rigorous and equitable for students from all backgrounds. The practices presented in the book are being used in schools and districts that seek to improve science teaching at scale, and a wide range of science subjects and grade levels are represented. The book is organized around four sets of core teaching practices: planning for engagement with big ideas; eliciting student thinking; supporting changes in students’ thinking; and drawing together evidence-based explanations. Discussion of each practice includes tools and routines that teachers can use to support students’ participation, transcripts of actual student-teacher dialogue and descriptions of teachers’ thinking as it unfolds, and examples of student work. The book also provides explicit guidance for “opportunity to learn” strategies that can help scaffold the participation of diverse students. Since the success of these practices depends so heavily on discourse among students, Ambitious Science Teaching includes chapters on productive classroom talk. Science-specific skills such as modeling and scientific argument are also covered. Drawing on the emerging research on core teaching practices and their extensive work with preservice and in-service teachers, Ambitious Science Teaching presents a coherent and aligned set of resources for educators striving to meet the considerable challenges that have been set for them.

An Introduction to Science Studies

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Publisher : Cambridge University Press
ISBN 13 : 9780521346801
Total Pages : 220 pages
Book Rating : 4.3/5 (468 download)

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Book Synopsis An Introduction to Science Studies by : John M. Ziman

Download or read book An Introduction to Science Studies written by John M. Ziman and published by Cambridge University Press. This book was released on 1987-07-23 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this book is to give a coherent account of the different perspectives on science and technology that are normally studied under various disciplinary heads such as philosophy of science, sociology of science and science policy. It is intended for students embarking on courses in these subjects and assumes no special knowledge of any science. It is written in a direct and simple style, and technical language is introduced very sparingly. As various perspectives are sketched out in this book, the reader moves towards a consistent conception of contemporary science as a rapidly changing social institution that has already grown out of its traditional forms and plays a central role in society at large. It will appeal to students in a wide range of scientific disciplines and complement well Professor Ziman's earlier books.

An Introduction to Medical Teaching

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Publisher : Springer
ISBN 13 : 9789048136407
Total Pages : 206 pages
Book Rating : 4.1/5 (364 download)

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Book Synopsis An Introduction to Medical Teaching by : William B. Jeffries

Download or read book An Introduction to Medical Teaching written by William B. Jeffries and published by Springer. This book was released on 2010-03-05 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Few faculty members in academic medical centres are formally prepared for their roles as teachers. This work is an introductory text designed to provide medical teachers with the core concepts of effective teaching practice and information about innovations for curriculum design, delivery, and assessment. It offers brief, focused chapters with content that is easily assimilated by the reader. Topics are relevant to basic science and clinical teachers, and the work does not presume readers possess prerequisite knowledge of education theory or instructional design. The authors emphasize application of concepts to teaching practice. Topics include: Helping Students Learn; Teaching Large Groups; Teaching in Small Groups; Problem Based Learning; Team-Based Learning, Teaching Clinical Skills; Teaching with Simulation; Teaching with Practicals and Labs; Teaching with Technological Tools; Designing a Course; Assessing Student Performance; Documenting the Trajectory of your Teaching and Teaching as Scholarship. Chapters were written by leaders in medical education and research who draw upon extensive professional experience and the literature on best practices in education. Although designed for teachers, the work reflects a learner-centred perspective and emphasizes outcomes for student learning. The book is accessible and visually interesting, and the work contains information that is current, but not time-sensitive. The work includes recommendations for additional reading and an appendix with resources for medical education.

The Nature of Science in Science Education

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Publisher : Springer Science & Business Media
ISBN 13 : 0306472155
Total Pages : 337 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis The Nature of Science in Science Education by : W.F. McComas

Download or read book The Nature of Science in Science Education written by W.F. McComas and published by Springer Science & Business Media. This book was released on 2006-04-11 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book to blend a justification for the inclusion of the history and philosophy of science in science teaching with methods by which this vital content can be shared with a variety of learners. It contains a complete analysis of the variety of tools developed thus far to assess learning in this domain. This book is relevant to science methods instructors, science education graduate students and science teachers.

A Framework for K-12 Science Education

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Publisher : National Academies Press
ISBN 13 : 0309214459
Total Pages : 400 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis A Framework for K-12 Science Education by : National Research Council

Download or read book A Framework for K-12 Science Education written by National Research Council and published by National Academies Press. This book was released on 2012-02-28 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Science, engineering, and technology permeate nearly every facet of modern life and hold the key to solving many of humanity's most pressing current and future challenges. The United States' position in the global economy is declining, in part because U.S. workers lack fundamental knowledge in these fields. To address the critical issues of U.S. competitiveness and to better prepare the workforce, A Framework for K-12 Science Education proposes a new approach to K-12 science education that will capture students' interest and provide them with the necessary foundational knowledge in the field. A Framework for K-12 Science Education outlines a broad set of expectations for students in science and engineering in grades K-12. These expectations will inform the development of new standards for K-12 science education and, subsequently, revisions to curriculum, instruction, assessment, and professional development for educators. This book identifies three dimensions that convey the core ideas and practices around which science and engineering education in these grades should be built. These three dimensions are: crosscutting concepts that unify the study of science through their common application across science and engineering; scientific and engineering practices; and disciplinary core ideas in the physical sciences, life sciences, and earth and space sciences and for engineering, technology, and the applications of science. The overarching goal is for all high school graduates to have sufficient knowledge of science and engineering to engage in public discussions on science-related issues, be careful consumers of scientific and technical information, and enter the careers of their choice. A Framework for K-12 Science Education is the first step in a process that can inform state-level decisions and achieve a research-grounded basis for improving science instruction and learning across the country. The book will guide standards developers, teachers, curriculum designers, assessment developers, state and district science administrators, and educators who teach science in informal environments.

A Hands-On Introduction to Data Science

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Publisher : Cambridge University Press
ISBN 13 : 1108472443
Total Pages : 459 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis A Hands-On Introduction to Data Science by : Chirag Shah

Download or read book A Hands-On Introduction to Data Science written by Chirag Shah and published by Cambridge University Press. This book was released on 2020-04-02 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introductory textbook offering a low barrier entry to data science; the hands-on approach will appeal to students from a range of disciplines.

Introduction to Physical Education, Exercise Science, and Sport Studies

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Publisher : McGraw-Hill Companies
ISBN 13 : 9780072329018
Total Pages : 0 pages
Book Rating : 4.3/5 (29 download)

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Book Synopsis Introduction to Physical Education, Exercise Science, and Sport Studies by : Angela Lumpkin

Download or read book Introduction to Physical Education, Exercise Science, and Sport Studies written by Angela Lumpkin and published by McGraw-Hill Companies. This book was released on 2002 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Sources of a Science of Education

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Author :
Publisher : Read Books Ltd
ISBN 13 : 1446546934
Total Pages : 47 pages
Book Rating : 4.4/5 (465 download)

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Book Synopsis The Sources of a Science of Education by : John Dewey

Download or read book The Sources of a Science of Education written by John Dewey and published by Read Books Ltd. This book was released on 2011-03-23 with total page 47 pages. Available in PDF, EPUB and Kindle. Book excerpt: This fascinating antiquarian book contains a detailed treatise on education, being a comprehensive discussion of education as a science. This text endeavours to answer the questions: Is there a science in education? Can there be a science of Education? Are the procedures and aims of education such that it is possible to reduce them to anything properly called a Science? Written in clear, concise language and full of interesting explorations of education, this text will appeal to those with an interest in the role and modus operandi of education in modern society, and would make for a great addition to collections of allied literature. The chapters of this volume include: Education as Science, Education as Art, Experience and Abstraction, What Science Means, Illustrations from the Physical Sciences, Borrowed Techniques Insufficient, Laws Vs. Rules, Scientifically Developed Attitudes, Sources Vs. Content, etcetera. We are republishing this vintage book now in an affordable, modern edition complete with a new prefatory biography of the author.

The Economics of Education

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Publisher : Academic Press
ISBN 13 : 0081026455
Total Pages : 604 pages
Book Rating : 4.0/5 (81 download)

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Book Synopsis The Economics of Education by : Steve Bradley

Download or read book The Economics of Education written by Steve Bradley and published by Academic Press. This book was released on 2020-01-17 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Economics of Education: A Comprehensive Overview, Second Edition, offers a comprehensive and current overview of the field of that is broadly accessible economists, researchers and students. This new edition revises the original 50 authoritative articles and adds Developed (US and European) and Developing Country perspectives, reflecting the differences in institutional structures that help to shape teacher labor markets and the effect of competition on student outcomes. - Provides international perspectives that describe the origins of key subjects, their major issues and proponents, their landmark studies, and opportunities for future research - Increases developing county perspectives and comparisons of cross-country institutions - Requires no prior knowledge of the economics of education

Classroom Assessment and the National Science Education Standards

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Publisher : National Academies Press
ISBN 13 : 030906998X
Total Pages : 129 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Classroom Assessment and the National Science Education Standards by : National Research Council

Download or read book Classroom Assessment and the National Science Education Standards written by National Research Council and published by National Academies Press. This book was released on 2001-08-12 with total page 129 pages. Available in PDF, EPUB and Kindle. Book excerpt: The National Science Education Standards address not only what students should learn about science but also how their learning should be assessed. How do we know what they know? This accompanying volume to the Standards focuses on a key kind of assessment: the evaluation that occurs regularly in the classroom, by the teacher and his or her students as interacting participants. As students conduct experiments, for example, the teacher circulates around the room and asks individuals about their findings, using the feedback to adjust lessons plans and take other actions to boost learning. Focusing on the teacher as the primary player in assessment, the book offers assessment guidelines and explores how they can be adapted to the individual classroom. It features examples, definitions, illustrative vignettes, and practical suggestions to help teachers obtain the greatest benefit from this daily evaluation and tailoring process. The volume discusses how classroom assessment differs from conventional testing and grading-and how it fits into the larger, comprehensive assessment system.

Educating Teachers of Science, Mathematics, and Technology

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Publisher : National Academies Press
ISBN 13 : 0309171989
Total Pages : 232 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Educating Teachers of Science, Mathematics, and Technology by : National Research Council

Download or read book Educating Teachers of Science, Mathematics, and Technology written by National Research Council and published by National Academies Press. This book was released on 2000-12-18 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Each new headline about American students' poor performance in math and science leads to new calls for reform in teaching. Education Teachers of Science, Mathematics, and Technology puts the whole picture together by synthesizing what we know about the quality of math and science teaching, drawing conclusions about why teacher preparation needs reform, and then outlining recommendations for accomplishing the most important goals before us. As a framework for addressing the task, the book advocates partnerships among school districts, colleges, and universities, with contributions from scientists, mathematicians, teacher educators, and teachers. It then looks carefully at the status of the education reform movement and explores the motives for raising the bar for how well teachers teach and how well students learn. Also examined are important issues in teacher professionalism: what teachers should be taught about their subjects, the utility of in-service education, the challenge of program funding, and the merits of credentialing. Professional Development Schools are reviewed and vignettes presented that describe exemplary teacher development practices.

Science Literacy

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Publisher : National Academies Press
ISBN 13 : 0309447569
Total Pages : 167 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Science Literacy by : National Academies of Sciences, Engineering, and Medicine

Download or read book Science Literacy written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2016-11-14 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: Science is a way of knowing about the world. At once a process, a product, and an institution, science enables people to both engage in the construction of new knowledge as well as use information to achieve desired ends. Access to scienceâ€"whether using knowledge or creating itâ€"necessitates some level of familiarity with the enterprise and practice of science: we refer to this as science literacy. Science literacy is desirable not only for individuals, but also for the health and well- being of communities and society. More than just basic knowledge of science facts, contemporary definitions of science literacy have expanded to include understandings of scientific processes and practices, familiarity with how science and scientists work, a capacity to weigh and evaluate the products of science, and an ability to engage in civic decisions about the value of science. Although science literacy has traditionally been seen as the responsibility of individuals, individuals are nested within communities that are nested within societiesâ€"and, as a result, individual science literacy is limited or enhanced by the circumstances of that nesting. Science Literacy studies the role of science literacy in public support of science. This report synthesizes the available research literature on science literacy, makes recommendations on the need to improve the understanding of science and scientific research in the United States, and considers the relationship between scientific literacy and support for and use of science and research.

Science for All Americans

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Publisher : Oxford University Press
ISBN 13 : 0195361865
Total Pages : 299 pages
Book Rating : 4.1/5 (953 download)

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Book Synopsis Science for All Americans by : F. James Rutherford

Download or read book Science for All Americans written by F. James Rutherford and published by Oxford University Press. This book was released on 1991-02-14 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: In order to compete in the modern world, any society today must rank education in science, mathematics, and technology as one of its highest priorities. It's a sad but true fact, however, that most Americans are not scientifically literate. International studies of educational performance reveal that U.S. students consistently rank near the bottom in science and mathematics. The latest study of the National Assessment of Educational Progress has found that despite some small gains recently, the average performance of seventeen-year-olds in 1986 remained substantially lower than it had been in 1969. As the world approaches the twenty-first century, American schools-- when it comes to the advancement of scientific knowledge-- seem to be stuck in the Victorian age. In Science for All Americans, F. James Rutherford and Andrew Ahlgren brilliantly tackle this devastating problem. Based on Project 2061, a scientific literacy initiative sponsored by the American Association for the Advancement of Science, this wide-ranging, important volume explores what constitutes scientific literacy in a modern society; the knowledge, skills, and attitudes all students should acquire from their total school experience from kindergarten through high school; and what steps this country must take to begin reforming its system of education in science, mathematics, and technology. Science for All Americans describes the scientifically literate person as one who knows that science, mathematics, and technology are interdependent enterprises with strengths and limitations; who understands key concepts and principles of science; who recognizes both the diversity and unity of the natural world; and who uses scientific knowledge and scientific ways of thinking for personal and social purposes. Its recommendations for educational reform downplay traditional subject categories and instead highlight the connections between them. It also emphasizes ideas and thinking skills over the memorization of specialized vocabulary. For instance, basic scientific literacy means knowing that the chief function of living cells is assembling protein molecules according to the instructions coded in DNA molecules, but does not mean necessarily knowing the terms "ribosome" or "deoxyribonucleic acid." Science, mathematics, and technology will be at the center of the radical changes in the nature of human existence that will occur during the next life span; therefore, preparing today's children for tomorrow's world must entail a solid education in these areas. Science for All Americans will help pave the way for the necessary reforms in America's schools.

Reconceptualizing the Nature of Science for Science Education

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Author :
Publisher : Springer
ISBN 13 : 9401790574
Total Pages : 206 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis Reconceptualizing the Nature of Science for Science Education by : Sibel Erduran

Download or read book Reconceptualizing the Nature of Science for Science Education written by Sibel Erduran and published by Springer. This book was released on 2014-08-20 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Prompted by the ongoing debate among science educators over ‘nature of science’, and its importance in school and university curricula, this book is a clarion call for a broad re-conceptualizing of nature of science in science education. The authors draw on the ‘family resemblance’ approach popularized by Wittgenstein, defining science as a cognitive-epistemic and social-institutional system whose heterogeneous characteristics and influences should be more thoroughly reflected in science education. They seek wherever possible to clarify their developing thesis with visual tools that illustrate how their ideas can be practically applied in science education. The volume’s holistic representation of science, which includes the aims and values, knowledge, practices, techniques, and methodological rules (as well as science’s social and institutional contexts), mirrors its core aim to synthesize perspectives from the fields of philosophy of science and science education. The authors believe that this more integrated conception of nature of science in science education is both innovative and beneficial. They discuss in detail the implications for curriculum content, pedagogy, and learning outcomes, deploy numerous real-life examples, and detail the links between their ideas and curriculum policy more generally.