Vanderbilt Data Science Institute
Vanderbilt established the Data Science Institute to accelerate data-driven research, promote collaboration, and train future leaders.
Pinned Repositories
ai-training-day
Repository for schedule and resources for Vanderbilt Data Science Institute AI Training Day
ai_summer
Summary repository for AI Summer 2024
ancient-artifacts
Dynamic image analysis to identify ancient artifacts in soil samples. We will work on microdebitage (the debris of ancient stone knapping first) and later expand to other materials (e.g., mortars).
bigdata
This is big data course final project
deep-learning-intensive
Practical skills for using deep learning as part of a research workflow
dirty-data
Dirty (Dancing) Data is a repository of fun datasets that need some work.
how-tos
A repo of how-tos and quick starts for DS tasks
ml-in-practice
A demo repo for best practices in ML for R and Python
p4ai-essentials
Essential Python skills for using transformers on Colab
setup
Software and account setup clinic guidance.
Vanderbilt Data Science Institute's Repositories
vanderbilt-data-science/dirty-data
Dirty (Dancing) Data is a repository of fun datasets that need some work.
vanderbilt-data-science/dl-frameworks
Overview of deep learning frameworks: PyTorch, TensorFlow, and what comes next
vanderbilt-data-science/accre-parallel
Demo code for parallelization of tasks on ACCRE
vanderbilt-data-science/reproducible-ds
Reproducible Data Science summer workshop links
vanderbilt-data-science/teams-accre-FAQ
vanderbilt-data-science/ws-git-basics
Workshop on git basics--theory and command line
vanderbilt-data-science/2019-08-19-vanderbilt
vanderbilt-data-science/2019-10-24-vanderbilt
vanderbilt-data-science/2020-03-05-vanderbilt
vanderbilt-data-science/2020-11-02-vanderbilt
vanderbilt-data-science/analytics_r_template
This is a template for R data science projects
vanderbilt-data-science/Clean-LAPOP
vanderbilt-data-science/ehr-analytics-workshop
This is the github repo for introduction to analytics in R with data sourced from EHR (redcap)
vanderbilt-data-science/FSND
Public repository for the Full-Stack Nanodegree program.
vanderbilt-data-science/git-python-workshop-2020
A repo for using git with Jupyter Notebooks
vanderbilt-data-science/intensive_r
Analytics Intensive Workshop in R
vanderbilt-data-science/intro-ai-nlp
Introduction to AI: Natural Language Processing
vanderbilt-data-science/intro-h2o-R
Introduction to H2O via R from 2016 Chicago H2O World
vanderbilt-data-science/LAPOP
vanderbilt-data-science/rice-data-viz
vanderbilt-data-science/summer-2020-reproducibility
A repo for learning ways to create reproducible code
vanderbilt-data-science/teach-data-science
Materials for the Teaching Data Science workshop at JSM 2019