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Learning Analytics Methods and Tutorials: A Practical Guide Using R

Learning Analytics Methods and Tutorials: A Practical Guide Using R

Hardcover

DatabasesGeneral EducationProbability & Statistics

ISBN10: 3031544633
ISBN13: 9783031544637
Publisher: Springer
Published: Jun 25 2024
Pages: 736
Weight: 2.75
Height: 1.63 Width: 6.14 Depth: 9.21
Language: English

This open access comprehensive methodological book offers a much-needed answer to the lack of resources and methodological guidance in learning analytics, which has been a problem ever since the field started. The book covers all important quantitative topics in education at large as well as the latest in learning analytics and education data mining. The book also goes deeper into advanced methods that are at the forefront of novel methodological innovations. Authors of the book include world-renowned learning analytics researchers, R package developers, and methodological experts from diverse fields offering an unprecedented interdisciplinary reference on novel topics that is hard to find elsewhere.

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General Education