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Big Data in Education

2017-07-24 Education
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Release : 2017-07-24
Genre : Education
Kind : eBook
Book Rating : 328/5 ( reviews)

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Book Synopsis Big Data in Education by : Ben Williamson

Download or read book Big Data in Education written by Ben Williamson. This book was released on 2017-07-24. Available in PDF, EPUB and Kindle. Book excerpt: Big data has the power to transform education and educational research. Governments, researchers and commercial companies are only beginning to understand the potential that big data offers in informing policy ideas, contributing to the development of new educational tools and innovative ways of conducting research. This cutting-edge overview explores the current state-of-play, looking at big data and the related topic of computer code to examine the implications for education and schooling for today and the near future. Key topics include: · The role of learning analytics and educational data science in schools · A critical appreciation of code, algorithms and infrastructures · The rise of ‘cognitive classrooms’, and the practical application of computational algorithms to learning environments · Important digital research methods issues for researchers This is essential reading for anyone studying or working in today′s education environment!

Big Data and Learning Analytics in Higher Education

2016-08-27 Education
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Release : 2016-08-27
Genre : Education
Kind : eBook
Book Rating : 203/5 ( reviews)

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Book Synopsis Big Data and Learning Analytics in Higher Education by : Ben Kei Daniel

Download or read book Big Data and Learning Analytics in Higher Education written by Ben Kei Daniel. This book was released on 2016-08-27. Available in PDF, EPUB and Kindle. Book excerpt: ​This book focuses on the uses of big data in the context of higher education. The book describes a wide range of administrative and operational data gathering processes aimed at assessing institutional performance and progress in order to predict future performance, and identifies potential issues related to academic programming, research, teaching and learning​. Big data refers to data which is fundamentally too big and complex and moves too fast for the processing capacity of conventional database systems. The value of big data is the ability to identify useful data and turn it into useable information by identifying patterns and deviations from patterns​.

Big Data in Education: Pedagogy and Research

2021-10-04 Education
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Release : 2021-10-04
Genre : Education
Kind : eBook
Book Rating : 414/5 ( reviews)

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Book Synopsis Big Data in Education: Pedagogy and Research by : Theodosia Prodromou

Download or read book Big Data in Education: Pedagogy and Research written by Theodosia Prodromou. This book was released on 2021-10-04. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses how Big Data could be implemented in educational settings and research, using empirical data and suggesting both best practices and areas in which to invest future research and development. It also explores: 1) the use of learning analytics to improve learning and teaching; 2) the opportunities and challenges of learning analytics in education. As Big Data becomes a common part of the fabric of our world, education and research are challenged to use this data to improve educational and research systems, and also are tasked with teaching coming generations to deal with Big Data both effectively and ethically. The Big Data era is changing the data landscape for statistical analysis, the ways in which data is captured and presented, and the necessary level of statistical literacy to analyse and interpret data for future decision making. The advent of Big Data accentuates the need to enable citizens to develop statistical skills, thinking and reasoning needed for representing, integrating and exploring complex information. This book offers guidance to researchers who are seeking suitable topics to explore. It presents research into the skills needed by data practitioners (data analysts, data managers, statisticians, and data consumers, academics), and provides insights into the statistical skills, thinking and reasoning needed by educators and researchers in the future to work with Big Data. This book serves as a concise reference for policymakers, who must make critical decisions regarding funding and applications.

Learning With Big Data

2014-03-04 Education
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Release : 2014-03-04
Genre : Education
Kind : eBook
Book Rating : 504/5 ( reviews)

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Book Synopsis Learning With Big Data by : Viktor Mayer-Schönberger

Download or read book Learning With Big Data written by Viktor Mayer-Schönberger. This book was released on 2014-03-04. Available in PDF, EPUB and Kindle. Book excerpt: Homework assignments that learn from students. Courses tailored to fit individual pupils. Textbooks that talk back. This is tomorrow’s education landscape, thanks to the power of big data. These advances go beyond online courses. As the New York Times-bestselling authors of Big Data explain, the truly fascinating changes are actually occurring in how we measure students’ progress and how we can use that data to improve education for everyone, in real time, both on- and offline. Learning with Big Data offers an eye-opening, insight-packed tour through these new trends, for educators, administrators, and readers interested in the latest developments in business and technology.

Big Data on Campus

2020-11-03 Education
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Release : 2020-11-03
Genre : Education
Kind : eBook
Book Rating : 034/5 ( reviews)

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Book Synopsis Big Data on Campus by : Karen L. Webber

Download or read book Big Data on Campus written by Karen L. Webber. This book was released on 2020-11-03. Available in PDF, EPUB and Kindle. Book excerpt: Webber, Henry Y. Zheng, Ying Zhou

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