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@PracticumAI UFIT Research Computing Practicum AI Program

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    35 repositories

    • practicumai.github.io

      Public
      Main repo for Web content
      pythonai
      SCSS
      •
      Other
      •2•4•0•0•Updated Oct 5, 2025Oct 5, 2025

    • transfer_learning

      Public template
      Transfer learning is a powerful method allowing you to repurpose an AI model for a new purpose, often retaining much of the knoweldge learned by the original model.
      aideep-learningtransfer-learning
      Jupyter Notebook
      •
      Other
      •5•3•0•0•Updated Sep 24, 2025Sep 24, 2025

    • computer_vision

      Public template
      This course aims to demystify the technology that allows machines to interpret and make decisions based on visual data.
      Jupyter Notebook
      •3•0•0•0•Updated Sep 24, 2025Sep 24, 2025

    • deep_learning_pt-lightning

      Public template
      Practicum AI Deep Learning Foundations workshop (PyTorch Lightning version)
      Jupyter Notebook
      •
      Other
      •10•0•1•1•Updated Sep 24, 2025Sep 24, 2025

    • deep_learning_pt-lightning_ars

      Public template
      Practicum AI Deep Learning Foundations workshop (PyTorch Lightning version) for USDA-ARS
      Jupyter Notebook
      •
      Other
      •10•0•0•1•Updated Sep 3, 2025Sep 3, 2025

    • python-for-ai-ars

      Public template
      Practicum AI: Python for AI workshop USDA-ARS Version
      Jupyter Notebook
      •
      Other
      •12•1•0•0•Updated Aug 28, 2025Aug 28, 2025

    • python-for-ai

      Public template
      Practicum AI: Python for AI workshop
      pythonaibeginnerpracticumai
      Jupyter Notebook
      •
      Other
      •12•6•2•0•Updated Aug 28, 2025Aug 28, 2025

    • computing-for-ai-ars

      Public template
      An introduction to Jupyter Notebooks, Git and GitHub.com and High Performance Computing environments
      Jupyter Notebook
      •2•2•0•0•Updated Aug 20, 2025Aug 20, 2025

    • computing-for-ai

      Public template
      An introduction to Jupyter Notebooks, Git and GitHub.com and High Performance Computing environments
      gitaijupyter-notebooks
      Jupyter Notebook
      •2•4•1•1•Updated Aug 20, 2025Aug 20, 2025

    • deep_learning

      Public template
      Practicum AI Deep Learning Foundations workshop (TensorFlow version)
      Jupyter Notebook
      •
      Other
      •10•3•0•0•Updated Aug 13, 2025Aug 13, 2025

    • intermediate_transfer_learning

      Public
      Practicum AI Transfer Learning Workshop
      Jupyter Notebook
      •
      Other
      •2•0•0•0•Updated Mar 29, 2025Mar 29, 2025

    • transfer

      Public
      Practicum AI Transfer Learning workshop.
      Jupyter Notebook
      •
      Other
      •2•0•0•0•Updated Jan 27, 2025Jan 27, 2025

    • python-crash-course-ars

      Public
      A repo for the Python and Jupyter Crash Course for USDA ARS
      Jupyter Notebook
      •3•0•0•0•Updated Nov 20, 2024Nov 20, 2024

    • python

      Public template
      Practicum AI Python (Beginner) workshop.
      pythonaibeginnerpracticumai
      Jupyter Notebook
      •
      Other
      •5•12•0•0•Updated May 23, 2024May 23, 2024

    • deep_learning-ars

      Public template
      Practicum AI Deep Learning Foundations workshop.
      Jupyter Notebook
      •
      Other
      •10•0•0•1•Updated Feb 15, 2024Feb 15, 2024

    • getting_started

      Public
      Introduction to Artificial Intelligence, PracticumAI, and the tools we will use in the course
      Other
      •1•8•0•0•Updated Dec 28, 2023Dec 28, 2023

    • deep_learning_2_draft

      Public
      The draft for Deep Learning Foundations
      Jupyter Notebook
      •0•0•0•0•Updated Dec 19, 2023Dec 19, 2023

    • data_teacher

      Public
      Practicum AI introductory data workshop.
      Jupyter Notebook
      •
      Apache License 2.0
      •0•0•0•0•Updated Aug 14, 2023Aug 14, 2023

    • fair

      Public
      FAIR Data Training Materials
      0•0•0•0•Updated Aug 8, 2023Aug 8, 2023

    • git-training-codespaces-template

      Public template
      Jupyter Notebook
      •
      Other
      •0•0•0•0•Updated Mar 15, 2023Mar 15, 2023

    • gan

      Public
      Practicum AI Generative Adversarial Networks workshop.
      Jupyter Notebook
      •
      Other
      •0•1•0•0•Updated Feb 10, 2023Feb 10, 2023

    • rnn

      Public
      Practicum AI Recurrent Neural Network workshop.
      pythontutorialaitensorflowkerasrecurrent-neural-networksartificial-intelligence
      Jupyter Notebook
      •
      Other
      •0•1•0•0•Updated Jan 25, 2023Jan 25, 2023

    • data

      Public
      Practicum AI introductory data workshop.
      Apache License 2.0
      •0•0•0•0•Updated Jan 10, 2023Jan 10, 2023

    • what_is_ai

      Public archive
      Practicum AI What is AI workshop.
      Other
      •1•0•0•0•Updated Jan 5, 2023Jan 5, 2023

    • ethics

      Public archive
      Practicum AI Ethics workshop.
      aiartificial-intelligenceai-ethics
      Other
      •0•0•0•0•Updated Jan 5, 2023Jan 5, 2023

    • git-training-jupyter-template

      Public template
      githubgittrainingeducationtutorial
      Jupyter Notebook
      •
      Other
      •0•0•0•0•Updated Jan 3, 2023Jan 3, 2023

    • cnn

      Public
      Practicum AI Convolutional Neural Networks workshop.
      pythontutorialaideep-learningtensorflowkerasartificial-intelligenceconvolutional-neural-networks
      Jupyter Notebook
      •
      Other
      •1•3•0•0•Updated Dec 29, 2022Dec 29, 2022

    • ai_concepts

      Public
      Presentations and resources on specific AI concepts and ideas.
      Jupyter Notebook
      •
      Apache License 2.0
      •0•0•0•0•Updated Dec 6, 2022Dec 6, 2022

    • discuss

      Public
      Repo for feedback and discussions
      Creative Commons Zero v1.0 Universal
      •0•0•0•0•Updated Nov 29, 2022Nov 29, 2022

    • transformers

      Public
      Practicum AI Transformers workshop.
      Jupyter Notebook
      •
      Other
      •0•1•0•0•Updated Nov 17, 2022Nov 17, 2022