laser-institute/aera-workshop
This workshop introduces participants to the Learning Analytics (LA), and provides a brief overview of LA methodologies, literature, applications, and ethical issues as they relate to STEM education.
This workshop introduces education researchers and practitioners to Learning Analytics (LA) and its applications in STEM education. It provides an overview of LA methodologies and ethical considerations. You'll learn to apply computational analysis techniques like text mining, machine learning, and social network analysis using real-world data in R and RStudio to understand and improve digital learning environments.
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Use this if you are a STEM education researcher, teacher, or evaluator looking to leverage data-driven insights to understand and enhance student learning experiences, especially in digital contexts.
Not ideal if you are solely interested in theoretical concepts without hands-on application, or if your primary focus is outside of STEM education or digital learning environments.
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Dec 08, 2021
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