Data Science for Materials - a Collection of Open Resources for Education
Author: Benjamin Afflerbach
Date Uploaded: 2024-12-06
Content Type(s): Workshop Activity
Content Length: 1-2 hrs
Content Audience: undergraduate
Content Topics: Large Language Model and AI assisted coding
This is a 1-2 hour group activity developed for the Fall 2024 Informatics Skunkworks All-Hands meeting. It is meant to be completed in small groups as has the premise of demonstrating and challenging participants to rapidly develop and iterate on a machine learning training workflow using AI coding assisstants. The activity will hopefully demonstrate to students how these tools can enable them to rapidly explore ideas for training models.
The provided template notebook hooks up to an existing kaggle challenge (won’t be active anymore), but a new challenge can easily be created from the previous one as a template. The kaggle framework works nicely as a live leaderboard to track all group’s progress.
Shared Google Drive with intro slides and Colab Notebook template