Can I read Learning Analytics Methods and Tutorials : A Practical Guide Using R on EtoBox?

Learning Analytics Methods and Tutorials : A Practical Guide Using R by Mohammed Saqr & Sonsoles López-Pernas is a nonfiction available to read on EtoBox.

What is Learning Analytics Methods and Tutorials : A Practical Guide Using R about?

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.The book starts with the basics of R as a programming language, the basics of data cleaning, data manipulation, statistics, and analytics. In doing so, the book is suitable for newcomers as they can find an easy entry to the field, as well as being comprehensive of all the major methodologies. For every method, the corresponding chapter starts with the basics, explains the main concepts, and reviews examples from the literature. Every chapter has a detailed explanation of the essential

Who reads Learning Analytics Methods and Tutorials : A Practical Guide Using R?

Author

Mohammed Saqr & Sonsoles López-Pernas

Publisher

Springer Nature Switzerland AG

Published

2024

Language

EN

ISBN

9783031544644

Category

nonfiction

Subjects

Education, Computer Science, Business