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Schedule

This tentative schedule will be updated during the semester.

August

Week Topic Material Reading Assignments
Week 1:
Aug 24, 26
Overview of course. Review of neural networks training and use. 01 Introduction to CS545
02 Searching for Good Weights in a Linear Model
Quiz 1 due Friday, August 27, 10:00 PM
Week 2:
Aug 31, Sept 2
Regression with neural networks.

September

Week Topic Material Reading Assignments
Week 3:
Sept 7, 9
Classification with neural networks.
Week 4:
Sept 14, 16
Convolutional neural networks. Recurrent neural networks.
Week 5:
Sept 21, 23
Optimizers.
Week 6:
Sept 28, 30
Pytorch, Jax, Keras

October

Week Topic Material Reading Assignments
Week 7:
Oct 5, 7
Reinforcement Learning
Week 8:
Oct 12, 14
Reinforcement Learning
Week 9:
Oct 19, 21
Reinforcement Learning
Week 10:
Oct 26, 28
Brain-Computer Interfaces

November

Week Topic Material Reading Assignments
Week 11:
Nov 2, 4
Brain-Computer Interfaces
Week 12:
Nov 9, 11
Explainable AI
Week 13:
Nov 16, 18
Other topics
Nov 23, 25 Fall Recess !!
Week 14:
Nov 30, Dec 2
Student Project Presentations

December

Week Topic Material Reading Assignments
Week 15:
Dec 7, 9
Student Project Presentations
Dec 13-17 Final Exam Week No Exams in this course
start.txt · Last modified: 2021/07/27 14:46 (external edit)