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CSCI 2470

Course Schedule

Lectures

Sep. 4, Thu
Machine Learning Recap and Perceptrons
Chen Sun
  1. Slides
  2. Recording
  3. Recommended Reading: What is AI?
Sep. 9, Tue
Loss Functions and Optimization
Chen Sun
  1. Slides
  2. Recording (Screenshare broken)
Sep. 9, Tue
HW1 Setup and Warm-up
  1. Handout
Sep. 11, Thu
Stochastic Gradient Descent and MLP
Chen Sun
  1. Slides
  2. Recording
Sep. 16, Tue
Backpropagation
Chen Sun
  1. Slides
  2. Recording
Dec. 9, Tue
Final Deep Learning Day
  1. Report due date: Dec. 11 6 pm ET