Skip to content


Switch branches/tags

Name already in use

A tag already exists with the provided branch name. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Are you sure you want to create this branch?

Latest commit


Git stats


Failed to load latest commit information.
Latest commit message
Commit time

Benjamin Killeen's Supplementary Material for CMSC 25025

Machine learning is awesome! Unfortunately, some parts can be frustrating. Here, I do my best to alleviate that frustration with some short, hopefully useful guides, intended for the students of CMSC 25025: Machine Learning and Large-scale Data Analysis at the University of Chicago.

  1. A quick demo on matplotlib and numpy basics can be found here.
  2. The "Earth to Jupyter in 30 Seconds: Getting Started on Midway" guide can be found here. It's useful for logging into the Research Computing Center and starting a Jupyter notebook.
  3. An example using the keras API to classify MNIST digits can be found here.