Repositories list

• laser-website

  Public
  This website contains all the materials needed to teach with, and learn from, the LASER Institute’s curriculum materials.

  learning-analyticsnetwork-analysis

  HTML

  •

  MIT License

  •4•1•3•2•Updated Jan 22, 2025Jan 22, 2025

• supervised-machine-learning

  Public
  In these learning labs, you will become familiar with machine learning and how it is used in educational contexts

  CSS

  •14•7•0•1•Updated Jan 9, 2025Jan 9, 2025

• 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-inference+ 1network-analysis

  HTML

  •41•12•0•0•Updated Dec 4, 2024Dec 4, 2024

• knowledge-tracing

  Public
  Knowledge Tracing and Inference

  JavaScript

  •

  MIT License

  •6•1•0•0•Updated Jul 24, 2024Jul 24, 2024

• la-workflow

  Public
  JavaScript

  •

  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

  •

  MIT License

  •0•0•0•0•Updated Mar 19, 2024Mar 19, 2024

• LAK24-kyoto-SNA

  Public
  Social Networking half day workshop

  CSS

  •

  MIT License

  •0•0•0•0•Updated Mar 17, 2024Mar 17, 2024

• la-orientation_24

  Public
  HTML

  •

  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

  •

  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

  •

  MIT License

  •0•1•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-visualisationrprogramming+ 2intro-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

  •

  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-analytics+ 2network-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