EE 562: Artificial Intelligence for Engineers

Autumn 2023

Lecture Notes



Date Notes in PPT Notes in PDF Additional Notes
Sept 27
Introduction; Python
Introduction; Python
Prof. Tanimoto's Python Tutorial; Small Example with Classes; ChatGPT
Oct 2
Blind Search; ink; Blind Search
See HW 1 Blind Search
Oct 4
Informed Search; ink; Latest Tanimoto Algorithm; Astar Example
Informed Search; Latest Tanimoto Algorithm; Astar Example

Oct 9
Beyond Classical Search; ink; Beyond Classical Search
HW2 slides; See HW 2 Informed Search; Extra fun reading
Oct 11
Constraint Satisfaction Problems; ink; Constraint Satisfaction Problems
Inexact; ink
Oct 16
Games; ink Games

Oct 18
Play the game!

Oct 23
Learning1; ink; Learning1
Oct 25
Learning2; ink; Learning2
Oct 30
Vision1; ink; Vision1
Nov 1
Vision2; ink; Vision2
Nov 6
Deep Learning Deep Learning; Python Example to Create a CNN Model; See HW 4
Nov 8
Breast Pathology; ink; Melanoma; ink Breast Pathology; Melanoma
Nov 13
Saygin's lecture Self-Supervised Learning
Nov 15
Wisdom's lecture
Nov 20
Diffusion Models (Saygin) Diffusion Models (Saygin)
Nov 22
No Class
Nov 27
NLP Guest Lecture - Prof. Srinivasa See recording
Nov 29
 Margaret Li's LLM lecture Margaret Li's LLM lecture
Dec 4
Expression Recognition and Transfer Expression Recognition and Transfer
Dec 6
No Class Work on Project
Dec 11
FINAL REPORTS ZOOM 2:30-4:20