CS 5043: Advanced Machine Learning: Deep Learning (Spring 2025)

Class Materials

• Syllabus

• Class Schedule

• Some activities will be handled using GatherTown this semester (including office hours). The invitation link is posted in the Syllabus section of Canvas.

• Lecture Notes

• Homework assignments

• Code for Class

References

• Installing Tensorflow/Keras on your own machine

• Weights and Biases

• Running jobs on the OU supercomputer

• Setting up an SSH client (some suggestions):
  • Windows
  • MacOS
  • Linux

• Editor options on the supercomputer
  • nano
  • emacs
  • vim
  • Using Visual Studio Code on the supercomputer
  • Using Jupyter on Schooner via Tunneling

• git
  • Gitting Started (learn those command line tools!)
  • Creating a private GitHub repository

• Tensorflow API

• Keras 3 API

• Pandas data analysis package

• Matplotlib

• Numpy

• Matrix Cookbook

andrewhfagg - gmail.com

Last modified: Sat Jan 11 22:11:31 2025