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.
Winter 2024-2025
Section:
801
Class number:
24965
Meeting time:
Th
5:45PM
-
9:00PM
Location:
CDM 00222
at
Loop Campus
Fall 2024-2025
Section:
701
Class number:
14421
Meeting time:
M
5:45PM
-
9:00PM
Location:
CDM 00220
at
Loop Campus
CLOSED
Section:
710
Class number:
14659
Meeting time:
-
Location:
Online: Async
Spring 2023-2024
Section:
901
Class number:
32925
Meeting time:
Th
5:45PM
-
9:00PM
Location:
LEWIS 01005
at
Loop Campus
Section:
902
Class number:
36561
Meeting time:
Th
5:45PM
-
9:00PM
Location:
LEWIS 01111
at
Loop Campus
CLOSED
Section:
910
Class number:
32945
Meeting time:
-
Location:
Online: Async
CLOSED
Section:
911
Class number:
36562
Meeting time:
-
Location:
Online: Async
Fall 2023-2024
Section:
701
Class number:
12701
Meeting time:
M
5:45PM
-
9:00PM
Location:
CDM 00216
at
Loop Campus
CLOSED
Section:
710
Class number:
12971
Meeting time:
-
Location:
Online: Async (Sync-Option)
CLOSED
Spring 2022-2023
Section:
901
Class number:
40060
Meeting time:
Th
5:45PM
-
9:00PM
Location:
LEWIS 01007
at
Loop Campus
CLOSED
Section:
910
Class number:
40080
Meeting time:
-
Location:
Online: Async
Fall 2022-2023
Section:
701
Class number:
18309
Meeting time:
M
5:45PM
-
9:00PM
Location:
CDM 00216
at
Loop Campus
Section:
710
Class number:
18608
Meeting time:
-
Location:
Online: Async
Spring 2021-2022
Section:
901
Class number:
37491
Meeting time:
Th
5:45PM
-
9:00PM
Location:
14EAS 00802
at
Loop Campus
Section:
910
Class number:
37515
Meeting time:
-
Location:
Online: Async
Fall 2021-2022
Section:
710
Class number:
4197
Meeting time:
-
Location:
Online: Async
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)
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)