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.
CSC 412 and (DSC 478 or CSC 480) are prerequisites for this class.
Fall 2021-2022
Section:
701
Class number:
3842
Meeting time:
M
5:45PM
-
9:00PM
Location:
CDM 00216
at
Loop Campus
Section:
710
Class number:
4197
Meeting time:
-
Location:
Online: Async (Sync-Option)
Spring 2020-2021
Section:
901
Class number:
30710
Meeting time:
Th
5:45PM
-
9:00PM
Location:
Online: Sync
Section:
910
Class number:
30742
Meeting time:
-
Location:
Online: Async (Sync-Option)
CLOSED
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