Weekly Schedule

Basics

Week
Topic
Refs
Notes
Week 1 Jan 20
Logistics + Brief History on Deep Learning
None
slides
Week 1 Jan 22
Perceptrons Algorithm;
Intro to Multi-layer Perceptrons (MLPs)
DiDL (Ch. 4-5); tensorflow playground
slides,

Training Neural Networks

Week
Topic
References
Notes
Week 2 Jan 27
MLPs (continue);
Backpropagation
DiDL (Ch. 12);
slides
Week 2 Jan 29
Pytorch tutorial on Perceptron and MLPs;
DiDL (Ch. 3.7, 5.6, 8.5)
slides, video