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.
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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 Analytics dashboard for Twitter-facilitated teaching
🧠 💡 🤖 Projects based in Machine Learning Labs. This projects was built using Jupyter Notebook, iPython, Python, Anaconda, Spyder IDE and JetBrains PyCharm. This repository it's based in some practical lab exercises and examples related with Machine Learning, using some libraries like NumPy, Matplotlib, SciPy, Pandas and TensorFlow to work on som…
This introductory course is designed to prepare education researchers and practitioners to apply network analysis in order to better understand and improve student learning and the contexts in which learning occurs.
Capitalization of Analysis Processes for Technology Enhanced learNing
Flipped classroom analysis
Learning analytics methods and tutorials - A practical guide using R
All projects and capstone as part of Machine Learning Engineer Nanodgree. https://graduation.udacity.com/confirm/MCMPDSTK
Slide deck for EME6356, Module 3: Learning Analytics (Spring 2023)
Slide deck for EME6356, Module 3: Learning Analytics (Fall 2022)
Slide deck for EME6356, Module 3: Learning Analytics (Summer 2023)
Personalized AI Lab
assignments from the summer Data science course at the LSE + others
Add a description, image, and links to the learning-analytics topic page so that developers can more easily learn about it.
To associate your repository with the learning-analytics topic, visit your repo's landing page and select "manage topics."