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Data Science in Education Using R
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.
Handbook of Technological Pedagogical Content Knowledge (TPACK) for Educators
The 2nd edition of the Handbook of Technological Pedagogical Content Knowledge (TPACK) for Educators addresses the concept and implementation of technological pedagogical content knowledge—the knowledge and skills that teachers need in order to integrate technology meaningfully into instruction in specific content areas. Driven by the growing influence of TPACK on research and practice in both K-12 and higher education, the 2nd edition updates current thinking about theory, research, and practice. Offering a series of chapters by scholars in different content areas who apply the technological pedagogical content knowledge framework to their individual content areas, the volume is structured around three themes: Current thoughts on TPACK Theory Research on Technological Pedagogical Content Knowledge in Specific Subject Areas Integrating Technological Pedagogical Content Knowledge into Teacher Education and Professional Development The Handbook of Technological Pedagogical Content Knowledge (TPACK) for Educators is simultaneously a mandate and a manifesto on the engagement of technology in classrooms.
Data Science in Education Using R
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.
Learning Technologies for Transforming Large-Scale Teaching, Learning, and Assessment
This volume provides a contemporary glance at the drastically expanding field of delivering large-scale education to unprecedented numbers of learners. It compiles papers presented at the CELDA (Cognition and Exploratory Learning in the Digital Age) conference, which has a goal of continuing to address these challenges and promote the effective use of new tools and technologies to support teaching, learning and assessment. Given the emerging global trend to exploit the potential of existing digital technologies to improve the teaching, learning and assessment experiences for all learners in real-life contexts, this topic is a unifying theme for this volume. The book showcases how emerging ed...
Handbook of Research on Teacher Education in the Digital Age
Traditional classrooms are fast becoming a minority in the education field. As technologies continue to develop as a pervasive aspect of modern society, educators must be trained to meet the demands and opportunities afforded by this technology-rich landscape. The Handbook of Research on Teacher Education in the Digital Age focuses on the needs of teachers as they redesign their curricula and lessons to incorporate new technological tools. Including theoretical frameworks, empirical research, and best practices, this book serves as a guide for researchers, educators, and faculty and professional developers of distance learning tools.
Navigating the Complexities of Health Professions Education for Millennial and Generation Z Learners
"Adapting to the unique needs of multiple generations of learners is critical to actively engage, retain, and prepare students for future healthcare practice. This book will guide health professions educators as they navigate the teaching and learning environment by integrating student-focused and evidence-based best practices"--
Digital Research Methods for Translation Studies
Digital Research Methods for Translation Studies introduces digital humanities methods and tools to translation studies. This accessible book covers computer-assisted approaches to data collection, data analysis, and data visualization and presentation, offering authentic examples of these approaches in both translation studies research and projects from related fields. With a diverse range of examples featuring various contexts and language combinations to ensure relevance to a wide readership, this volume covers the strengths and limitations of computer-assisted research methods, as well as the ethical challenges specific to this kind of research. This is an essential text for advanced undergraduate and graduate translation studies students, as well as researchers looking to adopt new research methods.
TEACHER EDUCATION, SECOND EDITION
Teacher education is at the base of all educational systems. To make it effective, we need an education system that equips the teacher trainees with the necessary skills to perform their tasks effectively in the classroom. This book discusses how to train teachers, improve teacher education programmes, and impart quality education. The book, now in its second edition, emphasizes development of skills in teachers, keeping in mind the rapid use of technology and changes in education policies, procedures and provisions. Each chapter has been carefully revised as per the latest NCTE norms and standards recommended by Justice Verma Commission. This well-organized book is primarily intended for th...
Research Methods in Learning Design and Technology
Research Methods in Learning Design and Technology explores the many forms, both new and established, that research takes within the field of instructional design and technology (IDT). Chapters by experienced IDT researchers address methodologies such as meta-analysis, social media research, user experience design research, eye-tracking research, and phenomenology, situating each approach within the broader context of how IDT research has evolved and continues to evolve over time. This comprehensive, up-to-date volume familiarizes graduate students, faculty, and instructional design practitioners with the full spectrum of approaches available for investigating the new and changing educational landscapes. The book also discusses the history and prospective future of research methodologies in the IDT field.
Routledge Companion to Audiences and the Performing Arts
The Routledge Companion to Audiences and the Performing Arts represents a truly multi-dimensional exploration of the inter-relationships between audiences and performance. This study considers audiences contextually and historically, through both qualitative and quantitative empirical research, and places them within appropriate philosophical and socio-cultural discourses. Ultimately, the collection marks the point where audiences have become central and essential not just to the act of performance itself but also to theatre, dance, opera, music and performance studies as academic disciplines. This Companion will be of great interest to academics, researchers and postgraduates, as well as to theatre, dance, opera and music practitioners and performing arts organisations and stakeholders involved in educational activities.
