MAGIC AI Workshop (Feb 19-21 2024)

Agenda

• Monday morning
  • General introduction (Simon)
  • Introduction to machine learning (Adit)
  • Intro ML exercise: R notebook|Python notebook|Colab notebook
  • Open project discussion (all participants)
• Monday afternoon
  • Introduction to convolutional neural networks (Savanna)
  • Image segmentation (Husile)
  • CNN exercise: R notebook|Python notebook|Colab notebook
  • Project work (groups)
• Tuesday morning
  • Introduction to Natural Language Processing methods (Simon)
  • NLP exercise: R notebook|Python notebook|Colab notebook
  • Project work (groups)
• Tuesday afternoon
  • General MAGIC project discussion (incl. Patagonia field trip)
  • Trip to Gilbert Geologic Park
• Wednesday morning
  • Possible: Unsupervised methods or discussion on data sources
  • Project work (groups)
  • Workshop wrap-up

Data

General workshop Google Drive

All files for the exercises can be found here

Colab notebooks

https://drive.google.com/file/d/1l7t6iAIHggNFSJ-zoxJZYMYSGDzUBWPT/view?usp=sharing

https://drive.google.com/file/d/1c7Ui7mzJWmAf2KoSaE1wJm6qlgaEgkDh/view?usp=sharing

https://drive.google.com/file/d/1tgcHQvWaYYWk71O3qMJDeTJ3KzdlKUhe/view?usp=sharing

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1. University of Utah, simon.brewer@geog.utah.edu↩︎