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AI ABCs

An introduction to artifical intelligence and machine learning for understanding scientific data. This repository is organized into four lessons that are intended for a four day workshop.

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  • lessons/: Contains the lesson materials in jupyter-book format.
  • Dockerfile: Docker image build instructions; these include only minor modifications to the quay.io/jupyter/pytorch-notebook:python-3.12 image.
  • docker-compose.yml: Docker compose instructions to start up the docker environment for the lessons.
  • requirements.txt: The Python requirements that must be added to the docker image during the build phase.
  • LICENSE.md: File explaining the licensing of the lesson materials.
  • README.md: This file.

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Learning material for a course on getting started with data modeling using AI and machine learning.

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