Course Info

CSC 578: Neural Networks and Deep Learning

Course focuses on the algorithms, implement, and application of neural networks for learning about data. It will present how neural networks represent data and learn in supervised and unsupervised contexts with applications to language processing, classification, and regression problems. Topics include learning algorithms, and optimization methods, deep learning methods for deriving deep representations from surface features, recursive networks, Boltzmann machines and convolutional networks. PREREQUISITE(S): (CSC 412 and DSC 478) or (CSC 403 and DSC 441)

(CSC 412 and (CSC 478 or DSC 478)) or (CSC 403 and (IS 467 or DSC 441)) are the prerequisites for this class..

Fall 2020-2021

Section: 701
Class number: 10119
Meeting time: M 5:45PM - 9:00PM
Location: Online: Async (Sync-Option)
CLOSED
Section: 710
Class number: 10472
Meeting time: -
Location: Online: Async (Sync-Option)

Spring 2019-2020

Section: 901
Class number: 30832
Meeting time: Th 5:45PM - 9:00PM
Location: REMOT E0000
Section: 910
Class number: 30876
Meeting time: -
Location: Remote
CLOSED

Fall 2019-2020

Section: 701
Class number: 12589
Meeting time: M 5:45PM - 9:00PM
Location: CDM 00216 at Loop Campus
Section: 710
Class number: 13050
Meeting time: -
Location: Remote

Spring 2018-2019

Section: 901
Class number: 35967
Meeting time: M 5:45PM - 9:00PM
Location: LEWIS 01216 at Loop Campus
Section: 910
Class number: 36426
Meeting time: -
Location: Remote

Fall 2018-2019

Section: 701
Class number: 14555
Meeting time: M 5:45PM - 9:00PM
Location: CDM 00216 at Loop Campus
Section: 710
Class number: 15961
Meeting time: -
Location: Remote

Fall 2017-2018

Section: 701
Class number: 12199
Meeting time: M 5:45PM - 9:00PM
Location: CDM 00216 at Loop Campus
CLOSED
Section: 710
Class number: 12226
Meeting time: -
Location: Remote

Fall 2016-2017

Section: 701
Class number: 32476
Meeting time: M 5:45PM - 9:00PM
Location: CDM 00216 at Loop Campus
Section: 710
Class number: 32536
Meeting time: -
Location: Remote