DSC
540:
Advanced Machine Learning
The course is for students with prior background in data mining or machine learning techniques, and covers more advanced modeling techniques, including ensemble learning, extended linear models such as support vector machines, probabilistic graphical models, mixture and latent variable models, matrix factorization and link analysis. Application of the models will be presented in popular domains such as Web and social media analytics, text mining, crime analysis, community discovery, and health informatics.
CSC 412 and (DSC 441 or CSC 480) are prerequisites for this class.
Winter 2021-2022
Section:
801
Class number:
28597
Meeting time:
M
5:45PM
-
9:00PM
Location:
CDM 00224
at
Loop Campus
Section:
810
Class number:
28598
Meeting time:
-
Location:
Online: Async
CLOSED
Fall 2021-2022
Section:
701
Class number:
4155
Meeting time:
W
5:45PM
-
9:00PM
Location:
LEWIS 01216
at
Loop Campus
Section:
710
Class number:
4156
Meeting time:
-
Location:
Online: Async
Summer 10 week 2020-2021
Section:
201
Class number:
41409
Meeting time:
W
5:45PM
-
9:00PM
Location:
Online: Sync
Section:
210
Class number:
41411
Meeting time:
-
Location:
Online: Async (Sync-Option)
Spring 2020-2021
Section:
901
Class number:
30728
Meeting time:
Tu
5:45PM
-
9:00PM
Location:
Online: Sync
Section:
910
Class number:
30749
Meeting time:
-
Location:
Online: Async (Sync-Option)
Winter 2020-2021
Section:
801
Class number:
28542
Meeting time:
M
5:45PM
-
9:00PM
Location:
Online: Sync
Section:
802
Class number:
34851
Meeting time:
M
5:45PM
-
9:00PM
Location:
Online: Sync
Section:
810
Class number:
28543
Meeting time:
-
Location:
Online: Async (Sync-Option)
Section:
811
Class number:
34852
Meeting time:
-
Location:
Online: Async (Sync-Option)
Fall 2020-2021
Section:
701
Class number:
10430
Meeting time:
W
5:45PM
-
9:00PM
Location:
Online: Sync
Section:
710
Class number:
10431
Meeting time:
-
Location:
Online: Async (Sync-Option)
Spring 2019-2020
Section:
901
Class number:
30855
Meeting time:
Th
5:45PM
-
9:00PM
Location:
REMOT E0000
Section:
910
Class number:
30886
Meeting time:
-
Location:
Remote
Winter 2019-2020
Section:
801
Class number:
22930
Meeting time:
M
5:45PM
-
9:00PM
Location:
CDM 00224
at
Loop Campus
Section:
810
Class number:
22931
Meeting time:
-
Location:
Remote
CLOSED
Fall 2019-2020
Section:
701
Class number:
13002
Meeting time:
W
5:45PM
-
9:00PM
Location:
LEWIS 01216
at
Loop Campus
Section:
710
Class number:
13003
Meeting time:
-
Location:
Remote
Spring 2018-2019
Section:
901
Class number:
36275
Meeting time:
Tu
5:45PM
-
9:00PM
Location:
CDM 00220
at
Loop Campus
Section:
910
Class number:
36464
Meeting time:
-
Location:
Remote
Winter 2018-2019
Section:
801
Class number:
26556
Meeting time:
M
5:45PM
-
9:00PM
Location:
CDM 00224
at
Loop Campus
Section:
810
Class number:
26557
Meeting time:
-
Location:
Remote
Fall 2018-2019
Section:
701
Class number:
15771
Meeting time:
W
5:45PM
-
9:00PM
Location:
LEWIS 01216
at
Loop Campus
Section:
710
Class number:
15772
Meeting time:
-
Location:
Remote
Spring 2017-2018
Section:
901
Class number:
34648
Meeting time:
Th
5:45PM
-
9:00PM
Location:
CDM 00220
at
Loop Campus
Section:
910
Class number:
34649
Meeting time:
-
Location:
Remote
Winter 2017-2018
Section:
801
Class number:
20923
Meeting time:
M
5:45PM
-
9:00PM
Location:
CDM 00224
at
Loop Campus
Section:
810
Class number:
25610
Meeting time:
-
Location:
Remote
Fall 2017-2018
Section:
701
Class number:
13017
Meeting time:
W
5:45PM
-
9:00PM
Location:
LEWIS 01216
at
Loop Campus
Section:
710
Class number:
13018
Meeting time:
-
Location:
Remote
Spring 2016-2017
Section:
901
Class number:
36501
Meeting time:
Th
5:45PM
-
9:00PM
Location:
CDM 00220
at
Loop Campus
Section:
910
Class number:
36502
Meeting time:
-
Location:
Remote