Big Data Analytics In Education
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Big Data in Education
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 in Education
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 in Education
Author: KHRITISH SWARGIARY
language: en
Publisher: EdTech Research Association, US
Release Date: 2024-08-01
"Big Data in Education" explores the revolutionary impact of big data on the educational landscape. In this comprehensive guide, educators, administrators, policymakers, and researchers will discover how data-driven insights can enhance learning experiences, improve student outcomes, and streamline educational practices. The book begins by defining big data and its characteristics, such as volume, velocity, variety, veracity, and value. It delves into the various sources of educational data, including student information systems, learning management systems (LMS), social media, and IoT devices, as well as the methods for collecting this data.