Course Info

CSC 580: Artificial Intelligence II

The course provides an in-depth coverage of advanced concepts and techniques in artificial intelligence. The topics include advanced concepts in optimization; Markov decision processes; reinforcement learning; and advanced machine learning techniques such as support vector machines, kernel regression, ensemble classification, spectral and density-based clustering, and multi-layer neural networks. These topics will be explored in the context of modern intelligent applications such as recommender systems, text and natural language processing, chat bots, and image recognition.

CSC 578 is a prerequisite for this class.

Winter 2024-2025

Section: 801
Class number: 22570
Meeting time: M 5:45PM - 9:00PM
Location: N/A at Loop Campus
Section: 810
Class number: 22571
Meeting time: -
Location: Online: Async

Winter 2023-2024

Section: 801
Class number: 22518
Meeting time: M 5:45PM - 9:00PM
Location: CDM 00206 at Loop Campus
Section: 810
Class number: 22519
Meeting time: -
Location: Online: Async

Winter 2022-2023

Section: 801
Class number: 28302
Meeting time: M 5:45PM - 9:00PM
Location: CDM 00206 at Loop Campus
Section: 810
Class number: 28303
Meeting time: -
Location: Online: Async (Sync-Option)

Winter 2021-2022

Section: 801
Class number: 20310
Meeting time: M 5:45PM - 9:00PM
Location: CDM 00202 at Loop Campus
Section: 810
Class number: 20311
Meeting time: -
Location: Online: Async