Data Science in Education Using R PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Data Science in Education Using R PDF full book. Access full book title Data Science in Education Using R by Ryan A. Estrellado. Download full books in PDF and EPUB format.
Author: Ryan A. Estrellado
Publisher: Routledge
ISBN: 1000200906
Category : Education
Languages : en
Pages : 331
Get Book Here
Book Description
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.
Author: Ryan A. Estrellado
Publisher: Routledge
ISBN: 1000200906
Category : Education
Languages : en
Pages : 331
Get Book Here
Book Description
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.
Author: Charles Hubbard Judd
Publisher:
ISBN:
Category : Education
Languages : en
Pages : 360
Get Book Here
Book Description
Author: Steve Bartlett
Publisher: SAGE
ISBN: 1446258424
Category : Education
Languages : en
Pages : 401
Get Book Here
Book Description
Lecturers, why waste time waiting for the post to arrive? Request your e-inspection copy today! 'Highly readable and comprehensive introduction to education studies.' - Robert Legg, Senior Lecturer, Westminster Institute of Education at Oxford Brookes University Education Studies is a broad, multi-disciplinary and rapidly growing field. Introduction to Education Studies has proven itself to be the key text for students of the subject for over a decade, leading readers through the field's key strands, concepts and applications without assuming any prior knowledge. Bartlett and Burton provide first-time students and those engaged in more advanced aspects of the subject with all the tools that they need to approach Education Studies and also encourage a critical, questioning approach which will put them in good stead for further study and professional practice. The new edition includes: A new chapter on globalisation and international comparative education A new companion website featuring online journal articles relating to each chapter More guidance on how to critique research More 'Reader Reflection' boxes, encouraging students to reflect on their own practice throughout A new framework for analysing policy New sections within the curriculum and the history of schooling chapters reflecting the latest UK developments Complete update of education policy issues Additional online resources at www.uk.sagepub.com/bartlett3e Also available are free journal articles accompanying each chapter of the book, enabling discussion and further reading to deepen students knowlege of each chapter subject. Steve Bartlett is Professor of Education Studies at the University of Wolverhampton. Diana Burton is Professor of Education and Pro Vice Chancellor at Liverpool John Moores University.
Author: National Research Council
Publisher: National Academies Press
ISBN: 0309133092
Category : Education
Languages : en
Pages : 204
Get Book Here
Book Description
Researchers, historians, and philosophers of science have debated the nature of scientific research in education for more than 100 years. Recent enthusiasm for "evidence-based" policy and practice in educationâ€"now codified in the federal law that authorizes the bulk of elementary and secondary education programsâ€"have brought a new sense of urgency to understanding the ways in which the basic tenets of science manifest in the study of teaching, learning, and schooling. Scientific Research in Education describes the similarities and differences between scientific inquiry in education and scientific inquiry in other fields and disciplines and provides a number of examples to illustrate these ideas. Its main argument is that all scientific endeavors share a common set of principles, and that each fieldâ€"including education researchâ€"develops a specialization that accounts for the particulars of what is being studied. The book also provides suggestions for how the federal government can best support high-quality scientific research in education.
Author: National Research Council
Publisher: National Academies Press
ISBN: 0309133831
Category : Education
Languages : en
Pages : 404
Get Book Here
Book Description
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.
Author: W.F. McComas
Publisher: Springer Science & Business Media
ISBN: 0306472155
Category : Science
Languages : en
Pages : 337
Get Book Here
Book Description
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.
Author: National Research Council
Publisher: National Academies Press
ISBN: 0309254140
Category : Education
Languages : en
Pages : 282
Get Book Here
Book Description
The National Science Foundation funded a synthesis study on the status, contributions, and future direction of discipline-based education research (DBER) in physics, biological sciences, geosciences, and chemistry. DBER combines knowledge of teaching and learning with deep knowledge of discipline-specific science content. It describes the discipline-specific difficulties learners face and the specialized intellectual and instructional resources that can facilitate student understanding. Discipline-Based Education Research is based on a 30-month study built on two workshops held in 2008 to explore evidence on promising practices in undergraduate science, technology, engineering, and mathematics (STEM) education. This book asks questions that are essential to advancing DBER and broadening its impact on undergraduate science teaching and learning. The book provides empirical research on undergraduate teaching and learning in the sciences, explores the extent to which this research currently influences undergraduate instruction, and identifies the intellectual and material resources required to further develop DBER. Discipline-Based Education Research provides guidance for future DBER research. In addition, the findings and recommendations of this report may invite, if not assist, post-secondary institutions to increase interest and research activity in DBER and improve its quality and usefulness across all natural science disciples, as well as guide instruction and assessment across natural science courses to improve student learning. The book brings greater focus to issues of student attrition in the natural sciences that are related to the quality of instruction. Discipline-Based Education Research will be of interest to educators, policy makers, researchers, scholars, decision makers in universities, government agencies, curriculum developers, research sponsors, and education advocacy groups.
Author: Christine Sorensen
Publisher: Wadsworth Publishing Company
ISBN: 9781133939610
Category : Education
Languages : en
Pages : 700
Get Book Here
Book Description
A classic in the field, INTRODUCTION TO RESEARCH METHODS IN EDUCATION, 9E, International Edition helps students master the basic competencies necessary to understand and evaluate the research of others, and shows them how to plan and conduct original research. The text’s strengths include a clear writing style, comprehensive topic coverage, well-chosen and effective examples that clarify complex concepts, and strong end-of-chapter exercises that expose students to intriguing research problems. This edition builds on the text’s strengths of teaching students to become more competent consumers and producers of research, with expanded coverage of action research and a new feature focusing on research issues in the public realm.
Author: Mark Windschitl
Publisher: Harvard Education Press
ISBN: 1682531643
Category : Education
Languages : en
Pages : 455
Get Book Here
Book Description
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.
Author: National Research Council
Publisher: National Academies Press
ISBN: 0309214459
Category : Education
Languages : en
Pages : 400
Get Book Here
Book Description
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.
