ITCS 6150/8150             Artificial Intelligence                 Spring 2025

Textbook (suggested):
Artificial Intelligence, a Modern Approach
Stuart Russell, Peter Norvig
Prentice Hall Series in AI

Course Syllabus for ITCS 6150/8150

Agents
Search Algorithms (Uniformed, Informed, Adversarial)
Statistics for Data Science
Monte Carlo Methods & Markov Chain
Logical Agents
Puzzles
Knowledge Graphs
Rough Sets and Dempster-Shafer Theory
Propositional Logic
First-Order Logic
Resolution
Triangular Norms
Fuzzy Logic
Data Lakes
Machine Learning & Deep Learning
Large Language Models
Generative AI
Folksonomy
Recommender Systems
Recommender Systems in Business, Healthcare, Art

Office Hours (January 15 - May 2)

If you have questions concerning any topic covered in the class, please join me or my TAs during our office hours scheduled either in the KDD Lab (Woodward 402), Center City 713, or on ZOOM every week. No office hours on March 3-7 (Spring Break)

Office hours in the KDD Lab or ZOOM sessions are listed below:

GTA 1
Vibha Kestur Tumakuru Arun Kumar (e-mail: vtumakur@charlotte.edu)
- Office Hours in the KDD Lab (Woodward 402)
xxxxxxx; xxxxxxxx
- Office Hours on ZOOM
xxxxxxxx
ZOOM LINK:
https://charlotte-edu.zoom.us/j/xxxxx

GTA 2
Vinya Kestur Tumakuru Arun Kumar (e-mail: vtumaku1@charlotte.edu)
- Office Hours in the KDD Lab (Woodward 402)
xxxxxxx; xxxxxxxx
- Office Hours on ZOOM
xxxxxxxx
ZOOM LINK:
https://charlotte-edu.zoom.us/j/xxxxx

GTA 3
Sathvika Patwari (e-mail: spatwar2@charlotte.edu)
- Office Hours in the KDD Lab (Woodward 402)
xxxxxxx; xxxxxxxx
- Office Hours on ZOOM
xxxxxxxx
ZOOM LINK:
https://charlotte-edu.zoom.us/j/xxxxx

Zbigniew Ras
- Office Hours in the Center City, Room 713 (Jan 21, Febr 4, 18, 25, March 25, April 8, 22, 30).
Tuesday: 2:30-4:00pm
-Office Hours on ZOOM (Jan 28, Febr 11, March 11, April 1, 15, 29)
Tuesday: 12:30-2:00pm
ZOOM LINK: https://charlotte-edu.zoom.us/j/xxxxxx

LINK TO CLASS GOOGLE DRIVE FOLDER

What subjects and when will be covered:

ADDITIONAL PRESENTATIONS