UF Research Computing Practicum AI Program

python

Practicum AI Python (Beginner) workshop.

computing-for-ai

An introduction to Jupyter Notebooks, Git and GitHub.com and High Performance Computing environments

getting_started

Introduction to Artificial Intelligence, PracticumAI, and the tools we will use in the course

cnn

Practicum AI Convolutional Neural Networks workshop.

deep_learning

Practicum AI Deep Learning Foundations workshop.

practicumai.github.io

Main repo for Web content

python-for-ai

Practicum AI: Python for AI workshop

gan

Practicum AI Generative Adversarial Networks workshop.

rnn

Practicum AI Recurrent Neural Network workshop.

computer_vision

transformers

Practicum AI Transformers workshop.

ai_concepts

Presentations and resources on specific AI concepts and ideas.

computing-for-ai-ars

An introduction to Jupyter Notebooks, Git and GitHub.com and High Performance Computing environments

coursera_plugins

Plugin files for integration into Coursera courses. Administrative tools

data

Practicum AI introductory data workshop.

data_teacher

Practicum AI introductory data workshop.

deep_learning-ars

Practicum AI Deep Learning Foundations workshop.

deep_learning_2_draft

The draft for Deep Learning Foundations

discuss

Repo for feedback and discussions

ethics

Practicum AI Ethics workshop.

fair

FAIR Data Training Materials

git-training-codespaces-template

git-training-jupyter-template

hpg_jupyter_setup

Instructions for setting up Jupyter on HiPerGator

language-technology-humanities

Code to reproduce some experiments published in Language Technology and Humanities Research by McGillivray and Toth (Palgrave, 2020)

nlp

Practicum AI Natural Language Processing workshop.

python-for-ai-ars

Practicum AI: Python for AI workshop USDA-ARS Version

reinforcement

Practicum AI Reinforcement Learning workshop.

transfer

Practicum AI Transfer Learning workshop.

what_is_ai

Practicum AI What is AI workshop.