Vanderbilt Data Science Institute
Vanderbilt established the Data Science Institute to accelerate data-driven research, promote collaboration, and train future leaders.
Pinned Repositories
ai_summer
Summary repository for AI Summer 2024
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.
dl-frameworks
Overview of deep learning frameworks: PyTorch, TensorFlow, and what comes next
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.
sql-for-ds
SQL for Data Scientists - Workshop Series 2022
Vanderbilt Data Science Institute's Repositories
vanderbilt-data-science/ai_summer
Summary repository for AI Summer 2024
vanderbilt-data-science/deep-learning-intensive
Practical skills for using deep learning as part of a research workflow
vanderbilt-data-science/setup
Software and account setup clinic guidance.
vanderbilt-data-science/p4ai-essentials
Essential Python skills for using transformers on Colab
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/sql-for-ds
SQL for Data Scientists - Workshop Series 2022
vanderbilt-data-science/bigdata
This is big data course final project
vanderbilt-data-science/sna
social network analysis amazon final project
vanderbilt-data-science/ai-summer-gradio
vanderbilt-data-science/ai-winter
vanderbilt-data-science/lapop-dashboard
Data transforms to support Tableau Public dashboard for LAPOP data.
vanderbilt-data-science/nbdev_playground
A repo for exploring how to use nbdev with GitHub pull requests
vanderbilt-data-science/nissan
Transformers models for Nissan users' reviews
vanderbilt-data-science/dgx-user-guide
A guide for all DGX users
vanderbilt-data-science/dvc_setup
vanderbilt-data-science/literate-programming
Introduction to Literate Programming
vanderbilt-data-science/ml-scikit-learn-demo
This repository is a template for machine learning projects in Scikit-Learn
vanderbilt-data-science/python-for-programming
A repo for python coding with a focus on general programming
vanderbilt-data-science/repo-template-python
A repository template for data science projects done in Python
vanderbilt-data-science/abstract-search
vanderbilt-data-science/dev_playground
This repo provides an area for exploring merge conflict resolution, branching, and merging with Jupyter notebooks
vanderbilt-data-science/gradio-plotly-demo
vanderbilt-data-science/huggingpics
🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.
vanderbilt-data-science/into-data-science
A beginner's introduction to the field of Data Science.
vanderbilt-data-science/intro-transformers
Introduction to working with transformers.
vanderbilt-data-science/mlflow-workshop
MLFlow in practice workshop materials
vanderbilt-data-science/python-hands-on
Python Hands-On for Data Science
vanderbilt-data-science/R-ecology-lesson
Data Analysis and Visualization in R for Ecologists
vanderbilt-data-science/repo-template-huggingface
A repository template for data science projects done using huggingface
vanderbilt-data-science/youtube-embedding
This code generates transformer large-language model embeddings for youtube video descriptions and transcripts