Mark LaVenia's repositories
bookclub-dsieur
Data Science in Education Using R Book Club
laser-orientation
Introduction to GitHub and RStudio basics and the "how's" of reproducible research.
machine-learning
Machine Learning (ML) Learning Labs
MarkLaVenia
Config files for my GitHub profile.
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. 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.
text-mining
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.
text_analysis
Code and data for research team that does text analysis: word counts, word embeddings, topic models, parsing HTML, unsupervised clustering, etc.
XLConnectXTRA
Companion package to XLConnect