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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.

aera23-foundations

Short course proposal for AERA

distance-dialogue

foundational-skills

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).

foundations-python-_beam_2024

foundations_beam_2024

This is a gentle introduction to Learning Analytics, using R with the LA workflow and the methodologies commonly used with educational data analysis.

knowledge-tracing

la-orientation_24

la-workflow

lab-templates

lak24-kyoto

lak24-kyoto-sna

Social Networking half day workshop

laser-badges

laser-getting-started

laser-institute-selection-processes-workshop

laser-orientation

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.

laser-orientation-1

Introduction to GitHub and RStudio basics and the "how's" of reproducible research.

laser-sundry

Random files and other sundry

laser-website

laser_beam_template

Use this template when designing LASER BEAM promotional material

laser_foundations_2023

Intro to Learning Analytics and Foundations of using R

learning-analytics-foundations

Repository for the Foundations of Learning Analytics module for the LASER Institute

learnr-tutorials

machine-learning

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

machine-learning-spring-2022-workshop

machine-learning-su-23

network-analysis

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.

network-analysis-1

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 applied experience with widely adopted tools and common techniques.

presentations

Presentations for LASER Institute dissemination