CS 5043: Advanced Machine Learning: Deep Learning (Spring 2023)

Class Materials

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

• Syllabus

• Class Schedule

• Lecture Notes

• Code from Class

• Installing Tensorflow/Keras on your own machine

• Homework assignments

• Data sets

• Running jobs on the OU supercomputer

References

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

• Tensorflow 2.10 API

• Keras API

• Pandas data analysis package

• Matplotlib

• Numpy

• Matrix Cookbook

andrewhfagg - gmail.com

Last modified: Thu Dec 15 12:56:14 2022