Shulph Ink
Applying Data Science and Learning Analytics Throughout a Learner's Lifespan
Applying Data Science and Learning Analytics Throughout a Learner's Lifespan
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Research in learning analytics and educational data mining uses data science and machine learning to gain insights into the learning process. This approach can benefit organizations by sharing information on their data-driven decision-making efforts. The book "Applying Data Science and Learning Analytics Throughout a Learner's Lifespan" covers topics such as learning analytics dashboards, text network analysis, and employment recruitment and is an indispensable resource for educators, computer scientists, faculty of higher education, government officials, educational administration, students, pre-service teachers, business professionals, researchers, and academicians.
Format: Paperback / softback
Length: 330 pages
Publication date: 06 May 2022
Publisher: IGI Global
Research in the domains of learning analytics and educational data mining has prototyped an approach where methodologies from data science and machine learning are used to gain insights into the learning process by using large amounts of data. As many training and academic institutions are maturing in their data-driven decision making, useful, scalable, and interesting trends are emerging. Organizations can benefit from sharing information on those efforts.
Applying Data Science and Learning Analytics Throughout a Learner's Lifespan examines novel and emerging applications of data science and sister disciplines for gaining insights from data to inform interventions into learners' journeys and interactions with academic institutions. Data is collected at various times and places throughout a learner's lifecycle, and the learners and the institution should benefit from the insights and knowledge gained from this data. Covering topics such as learning analytics dashboards, text network analysis, and employment recruitment, this book is an indispensable resource for educators, computer scientists, faculty of higher education, government officials, educational administration, students of higher education, pre-service teachers, business professionals, researchers, and academicians.
Dimension: 279 x 216 (mm)
ISBN-13: 9781799896456
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