A climate-themed tutorial on machine learning methods.
This module provides recommended readings and introductory tutorials on Python and Jupyter.
A few things to check prior to this workshop
A basic Scikit-learn tutorial using Gaussian Processes to model CO2 levels on Mauna Loa
Pytorch tutorial for timeseries prediction of solar irradiance in Manoa Valley
Demo using pretrained GPT model for NLP
Provide feedback to the workshop organizers
Outcome(s) assessed: You understand basic machine learning concepts