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    37 repositories

    • laser-website

      Public
      HTML
      •
      MIT License
      •4•1•3•2•Updated Oct 25, 2024Oct 25, 2024

    • supervised-machine-learning

      Public
      In these learning labs, you will become familiar with machine learning and how it is used in educational contexts
      CSS
      •13•7•0•1•Updated Sep 18, 2024Sep 18, 2024

    • network-analysis

      Public
      Social Network Analysis and STEM Education is designed to prepare researchers to apply network analysis in order to better understand and improve teaching and learning.
      community-detectiondata-visualizationnetwork-inferencenetwork-analysis
      HTML
      •41•12•0•0•Updated Jul 29, 2024Jul 29, 2024

    • knowledge-tracing

      Public
      Knowledge Tracing and Inference
      JavaScript
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      MIT License
      •6•1•0•0•Updated Jul 24, 2024Jul 24, 2024

    • la-workflow

      Public
      JavaScript
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      MIT License
      •9•2•0•0•Updated Jul 23, 2024Jul 23, 2024

    • laser-orientation

      Public
      This learning lab orientation focuses on reproducible research and the data-intensive research workflow and is designed to orient learners to the instructional activities that make up each LASER learning lab.
      HTML
      •65•4•0•0•Updated Jul 22, 2024Jul 22, 2024

    • text-mining

      Public
      Text Mining in Education Learning Labs demonstrate how text mining can be applied in STEM education research and provide LASER Institute scholars hands-on experience with popular techniques for collecting, processing, and analyzing text-based data.
      learning-analyticsdata-science
      HTML
      •46•8•0•0•Updated Jul 20, 2024Jul 20, 2024

    • lak24-kyoto

      Public
      HTML
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      MIT License
      •0•0•0•0•Updated Mar 19, 2024Mar 19, 2024

    • LAK24-kyoto-SNA

      Public
      Social Networking half day workshop
      CSS
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      MIT License
      •0•0•0•0•Updated Mar 17, 2024Mar 17, 2024

    • la-orientation_24

      Public
      HTML
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      Creative Commons Zero v1.0 Universal
      •0•0•0•0•Updated Mar 6, 2024Mar 6, 2024

    • Foundations_BEAM_2024

      Public
      This is a gentle introduction to Learning Analytics, using R with the LA workflow and the methodologies commonly used with educational data analysis.
      JavaScript
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      MIT License
      •3•0•0•0•Updated Feb 17, 2024Feb 17, 2024

    • LASER_BEAM_template

      Public
      Use this template when designing LASER BEAM promotional material
      JavaScript
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      MIT License
      •0•0•0•0•Updated Jan 24, 2024Jan 24, 2024

    • Foundations-Python-_BEAM_2024

      Public
      MIT License
      •0•0•0•0•Updated Jan 14, 2024Jan 14, 2024

    • LASER_Foundations_2023

      Public
      Intro to Learning Analytics and Foundations of using R
      HTML
      •0•3•0•0•Updated Sep 15, 2023Sep 15, 2023

    • .github

      Public
      2•0•0•0•Updated Jul 16, 2023Jul 16, 2023

    • machine-learning-su-23

      Public
      0•1•0•0•Updated May 30, 2023May 30, 2023

    • aera23-foundations

      Public
      Short course proposal for AERA
      HTML
      •0•1•0•0•Updated Apr 15, 2023Apr 15, 2023

    • foundational-skills

      Public
      Foundation knowledge is the base knowledge of which new knowledge is built. Learning Analytics is the measurement, collection, analysis and reporting of data about learners and their contexts, for purposes of understanding and optimizing learning and the environments in which it occurs (Siemens, 2011).
      data-structuresdata-visualisationrprogrammingintro-to-rlearninganalytics
      HTML
      •17•0•0•0•Updated Nov 6, 2022Nov 6, 2022

    • laser-badges

      Public
      HTML
      •1•0•0•0•Updated Jul 27, 2022Jul 27, 2022

    • text-mining2

      Public
      Text Mining in Education Learning Labs demonstrate how text mining can be applied in STEM education research and provide LASER Institute scholars hands-on experience with popular techniques for collecting, processing, and analyzing text-based data.
      HTML
      •46•0•0•0•Updated Jul 15, 2022Jul 15, 2022

    • laser-orientation-1

      Public
      Introduction to GitHub and RStudio basics and the "how's" of reproducible research.
      CSS
      •65•0•0•0•Updated Jul 12, 2022Jul 12, 2022

    • network-analysis-1

      Public
      Social Network Analysis and STEM Education is designed to prepare researchers to apply network analysis in order to better understand and improve teaching and learning. The presentations and case studies for these labs provide scholars with an overview of social network theory, examples of network analysis in STEM educational contexts, and appli…
      HTML
      •41•0•0•0•Updated Jul 11, 2022Jul 11, 2022

    • laser-getting-started

      Public template
      HTML
      •0•0•0•0•Updated Jul 8, 2022Jul 8, 2022

    • presentations

      Public
      Presentations for LASER Institute dissemination
      HTML
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      MIT License
      •0•0•0•0•Updated Jun 29, 2022Jun 29, 2022

    • slides-template

      Public
      Rmarkdown xaringan slides template with custom LASER css
      CSS
      •0•0•0•0•Updated May 10, 2022May 10, 2022

    • distance-dialogue

      Public
      CSS
      •0•0•0•0•Updated May 8, 2022May 8, 2022

    • machine-learning-spring-2022-workshop

      Public
      HTML
      •0•0•0•0•Updated Apr 12, 2022Apr 12, 2022

    • aera-workshop

      Public
      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.
      text-miningrlearning-analyticsnetwork-analysismachine-learning
      HTML
      •8•15•0•1•Updated Dec 8, 2021Dec 8, 2021

    • laser-institute-selection-processes-workshop

      Public
      HTML
      •0•0•0•0•Updated Nov 10, 2021Nov 10, 2021

    • s21-machine-learning

      Public
      1•0•0•0•Updated Aug 9, 2021Aug 9, 2021