Deep Learning Short Course

Summer 2019

Deep Learning Short-Course Schedule

General Schedule:

  • Check-in with bagels and coffee (9:00 - 9:30 am)
  • Session one (9:30 - 11:45 am)
  • Lunch (11:45 am -12:45 pm)
  • Session two (1:00 - 4:00 pm)

Daily Schedule – Subject to Changes

Tuesday August 13th, 2019

  • Session 1 (10:00 am - 10:45 am)
    • What Is Deep Learning with Dr. Elan Barenholtz
  • Session 2 (11 - 11:45 am)
    • Machine Learning Basics with Dr. William Hahn
  • Session 3 (1 - 1:45 pm)
    • Practical Aspects with Paul Morris
  • Session 4 (2 - 2:45 pm)
    • Data Structures with Dr. William Hahn
  • Session 5 (3 - 4 pm)
    • Simple Network with Paul Morris

Wednesday August 14th, 2019

  • Session 1 (10:00 am - 10:45 am)
    • Data Loading and Augmentation with Emily Stark
  • Session 2 (11:00 am - 11:45 pm)
    • Preprocessing Data with Emily Stark
  • Session 3 (1:00 am - 1:45 am)
    • Types Of DNNs Intro To Convolutions with Dr. Elan Barenholtz
  • Session 4 (2:00 pm - 2:45 pm)
    • Building A Residual Block with Paul Morris
  • Session 5 (3:00 pm - 4:00 pm)
    • Training ResNet-18 And Saving The Model with Rachel St. Clair

Thursday August 15th, 2019

  • Session 1 (10:00 am - 10:45 pm)
    • Post Analysis with Rachel St. Clair
  • Session 2 (11:00 am - 11:45 am)
    • Visualizing What The Network Has Learned (Part 1) with Dr. William Hahn
  • Session 3 (1:00 pm - 1:45 pm)
    • Visualizing What The Network Has Learned (Part 2) with Paul Morris
  • Session 4 (2:00 pm - 2:45 pm)
    • Troubleshooting and Murphy's Law for Deep Learning with Paul Morris
  • Session 5 (3:00 pm - 4:00 pm)
    • Other Architectures (GANs) with Dr. Will Hahn

Friday August 16th, 2019

  • Session 1 (9:30 am - 3:00 pm)
    • Coding Workshops
  • Session 2 (3:00 pm)
    • Group Photo Session