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/abstract-search
vanderbilt-data-science/youtube-embedding
This code generates transformer large-language model embeddings for youtube video descriptions and transcripts
vanderbilt-data-science/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).
vanderbilt-data-science/R-ecology-lesson
Data Analysis and Visualization in R for Ecologists
vanderbilt-data-science/huggingpics
🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.
vanderbilt-data-science/deep-learning-intensive
Practical skills for using deep learning as part of a research workflow
vanderbilt-data-science/literate-programming
Introduction to Literate Programming
vanderbilt-data-science/python-hands-on
Python Hands-On for Data Science
vanderbilt-data-science/repo-template-python
A repository template for data science projects done in Python
vanderbilt-data-science/nbdev_playground
A repo for exploring how to use nbdev with GitHub pull requests
vanderbilt-data-science/dvc_setup
vanderbilt-data-science/python-for-programming
A repo for python coding with a focus on general programming
vanderbilt-data-science/sample-project
This is a practice repo for Managing DS Projects Using GitHub
vanderbilt-data-science/Everything-Github
Github repository for learning git and github
vanderbilt-data-science/food-nashville
Restaurants where people can eat tasty food in Nashville.
vanderbilt-data-science/ml-in-practice
A demo repo for best practices in ML for R and Python
vanderbilt-data-science/h2o-flow-intro
Hands-on introduction to H2O flow
vanderbilt-data-science/shiny-intro
Introduction to shiny
vanderbilt-data-science/streamlit-intro
An introductory workshop to streamlit using the penguins dataset
vanderbilt-data-science/python-for-ds
A repo for learning basic python and python for data science
vanderbilt-data-science/how-tos
A repo of how-tos and quick starts for DS tasks
vanderbilt-data-science/r_analytics_workshop
Introduction to analytical workflow and methods using R
vanderbilt-data-science/nbdev-demo-DSI
Demo of collaborating with jupyter notebooks
vanderbilt-data-science/git-basics-workshop
vanderbilt-data-science/Visual-Deep-Learning-with-fast.ai
vanderbilt-data-science/python-for-deep-learning-workshop
A repository containing files for the Python for Deep Learning workshop
vanderbilt-data-science/jupyter4u
A short repository for experimenting with jupyter notebooks
vanderbilt-data-science/teams-accre-FAQ
vanderbilt-data-science/rice-data-viz
vanderbilt-data-science/ws-git-basics
Workshop on git basics--theory and command line